5 step of problem solving

The 5 Steps of Problem Solving

Problem solving is a critical skill for success in business – in fact it’s often what you are hired and paid to do. This article explains the five problem solving steps and provides strategies on how to execute each one.

Defining Problem Solving

Before we talk about the stages of problem solving, it’s important to have a definition of what it is. Let’s look at the two roots of problem solving — problems and solutions.

Problem – a state of desire for reaching a definite goal from a present condition [1] Solution – the management of a problem in a way that successfully meets the goals set for treating it

[1] Problem solving on Wikipedia

One important call-out is the importance of having a goal. As defined above, the solution may not completely solve problem, but it does meet the goals you establish for treating it–you may not be able to completely resolve the problem (end world hunger), but you can have a goal to help it (reduce the number of starving children by 10%).

The Five Steps of Problem Solving

With that understanding of problem solving, let’s talk about the steps that can get you there. The five problem solving steps are shown in the chart below:

However this chart as is a little misleading. Not all problems follow these steps linearly, especially for very challenging problems. Instead, you’ll likely move back and forth between the steps as you continue to work on the problem, as shown below:

Let’s explore of these steps in more detail, understanding what it is and the inputs and outputs of each phase.

1. Define the Problem

aka What are you trying to solve? In addition to getting clear on what the problem is, defining the problem also establishes a goal for what you want to achieve.

Input:  something is wrong or something could be improved. Output: a clear definition of the opportunity and a goal for fixing it.

2. Brainstorm Ideas

aka What are some ways to solve the problem? The goal is to create a list of possible solutions to choose from. The harder the problem, the more solutions you may need.

Input: a goal; research of the problem and possible solutions; imagination. Output: pick-list of possible solutions that would achieve the stated goal.

3. Decide on a Solution

aka What are you going to do? The ideal solution is effective (it will meet the goal), efficient (is affordable), and has the fewest side effects (limited consequences from implementation).

Input:  pick-list of possible solutions; decision-making criteria. Output: decision of what solution you will implement.

4. Implement the Solution

aka What are you doing? The implementation of a solution requires planning and execution. It’s often iterative, where the focus should be on short implementation cycles with testing and feedback, not trying to get it “perfect” the first time.

Input:  decision; planning; hard work. Output:  resolution to the problem.

5. Review the Results

aka What did you do? To know you successfully solved the problem, it’s important to review what worked, what didn’t and what impact the solution had. It also helps you improve long-term problem solving skills and keeps you from re-inventing the wheel.

Input:  resolutions; results of the implementation. Output: insights; case-studies; bullets on your resume.

Improving Problem Solving Skills

Once you understand the five steps of problem solving, you can build your skill level in each one. Often we’re naturally good at a couple of the phases and not as naturally good at others. Some people are great at generating ideas but struggle implementing them. Other people have great execution skills but can’t make decisions on which solutions to use. Knowing the different problem solving steps allows you to work on your weak areas, or team-up with someone who’s strengths complement yours.

Want to improve your problem solving skills? Want to perfect the art of problem solving?  Check out our training programs or try these 20 problem solving activities to improve creativity .

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22 thoughts on “The 5 Steps of Problem Solving”

very helpful and informative training

Thank you for the information

YOU ARE AFOOL

I’m writing my 7th edition of Effective Security Management. I would like to use your circular graphic illustration in a new chapter on problem solving. You’re welcome to phone me at — with attribution.

Sure thing, shoot us an email at [email protected] .

i love your presentation. It’s very clear. I think I would use it in teaching my class problem solving procedures. Thank you

It is well defined steps, thank you.

these step can you email them to me so I can print them out these steps are very helpful

I like the content of this article, it is really helpful. I would like to know much on how PAID process (i.e. Problem statement, Analyze the problem, Identify likely causes, and Define the actual causes) works in Problem Solving.

very useful information on problem solving process.Thank you for the update.

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It makes sense that a business would want to have an effective problem solving strategy. Things could get bad if they can’t find solutions! I think one of the most important things about problem solving is communication.

Well in our school teacher teach us –

1) problem ldentification 2) structuring the problem 3) looking for possible solutions 4) lmplementation 5) monitoring or seeking feedback 6) decision making

Pleace write about it …

I teach Professional communication (Speech) and I find the 5 steps to problem solving as described here the best method. Your teacher actually uses 4 steps. The Feedback and decision making are follow up to the actual implementation and solving of the problem.

i know the steps of doing some guideline for problem solving

steps are very useful to solve my problem

The steps given are very effective. Thank you for the wonderful presentation of the cycle/steps/procedure and their connections.

I like the steps for problem solving

It is very useful for solving difficult problem i would reccomend it to a friend

this is very interesting because once u have learned you will always differentiate the right from the wrong.

I like the contents of the problem solving steps. informative.

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Brain Power

5 steps (and 4 techniques) for effective problem solving.

Problem solving is the process of reviewing every element of an issue so you can get to a solution or fix it. Problem solving steps cover multiple aspects of a problem that you can bring together to find a solution. Whether that’s in a group collaboratively or independently, the process remains the same, but the approach and the steps can differ.

To find a problem solving approach that works for you, your team, or your company, you have to take into consideration the environment you’re in and the personalities around you.

Knowing the characters in the room will help you decide on the best approach to try and ultimately get to the best solution.

Table of Contents

5 problem solving steps, 4 techniques to encourage problem solving, the bottom line.

No matter what the problem is, to solve it, you nearly always have to follow these problem solving steps. Missing any of these steps can cause the problem to either resurface or the solution to not be implemented correctly.

Once you know these steps, you can then get creative with the approach you take to find the solutions you need.

1. Define the Problem

You must define and understand the problem before you start, whether you’re solving it independently or as a group. If you don’t have a single view of what the problem is, you could be fixing something that doesn’t need fixing, or you’ll fix the wrong problem.

Spend time elaborating on the problem, write it down, and discuss everything, so you’re clear on why the problem is occurring and who it is impacting.

Once you have clarity on the problem, you then need to start thinking about every possible solution . This is where you go big and broad, as you want to come up with as many alternative solutions as possible. Don’t just take the first idea; build out as many as you can through active listening, as the more you create, the more likely you’ll find a solution that has the best impact on the team.

3. Decide on a Solution

Whichever solution you pick individually or as a team, make sure you think about the impact on others if you implement this solution. Ask questions like:

• How will they react to this change?
• Will they need to change anything?
• Who do we need to inform of this change?

4. Implement the Solution

At this stage of problem solving, be prepared for feedback, and plan for this. When you roll out the solution, request feedback on the success of the change made.

5. Review, Iterate, and Improve

Making a change shouldn’t be a one time action. Spend time reviewing the results of the change to make sure it’s made the required impact and met the desired outcomes.

Make changes where needed so you can further improve the solution implemented.

Each individual or team is going to have different needs and may need a different technique to encourage each of the problem solving steps. Try one of these to stimulate the process.

1-2-4 All Approach + Voting

The 1-2-4-All is a good problem solving approach that can work no matter how large the group is. Everyone is involved, and you can generate a vast amount of ideas quickly.

Ideas and solutions are discussed and organized rapidly, and what is great about this approach is the attendees own their ideas, so when it comes to implementing the solutions, you don’t have more work to gain buy-in.

As a facilitator, you first need to present the group with a question explaining the problem or situation. For example, “What actions or ideas would you recommend to solve the company’s lack of quiet working areas?”

With the question clear for all to see, the group then spends 5 minutes to reflect on the question individually. They can jot down their thoughts and ideas on Post-Its.

Now ask the participants to find one or two other people to discuss their ideas and thoughts with. Ask the group to move around to find a partner so they can mix with new people.

Ask the pairs to spend 5 minutes discussing their shared ideas and thoughts.

Next, put the group into groups of two or three pairs to make groups of 4-6. Each group shouldn’t be larger than six as the chances of everyone being able to speak reduces.

Ask the group to discuss one interesting idea they’ve heard in previous rounds, and each group member shares one each.

The group then needs to pick their preferred solution to the problem. This doesn’t have to be voted on, just one that resonated most with the group.

Then ask for three actions that could be taken to implement this change.

Bring everyone back together as a group and ask open questions like “What is the one thing you discussed that stood out for you?” or “Is there something you now see differently following these discussions?”

By the end of the session, you’ll have multiple approaches to solve the problem, and the whole group will have contributed to the future solutions and improvements.

The Lightning Decision Jam

The Lightning Decision Jam is a great way to solve problems collaboratively and agree on one solution or experiment you want to try straight away. It encourages team decision making, but at the same time, the individual can get their ideas and feedback across. [1]

If, as a team, you have a particular area you want to improve upon, like the office environment, for example, this approach is perfect to incorporate in the problem solving steps.

The approach follows a simple loop.

Make a Note – Stick It on The Wall – Vote – Prioritize

Using sticky notes, the technique identifies major problems, encourages solutions, and opens the group up for discussion. It allows each team member to play an active role in identifying both problems and ways to solve them.

Mind Mapping

Mind mapping is a fantastic visual thinking tool that allows you to bring problems to life by building out the connections and visualizing the relationships that make up the problem.

You can use a mind map to quickly expand upon the problem and give yourself the full picture of the causes of the problem, as well as solutions [2] .

The goal of a mind map is to simplify the problem and link the causes and solutions to the problem.

To create a mind map, you must first create the central topic (level 1). In this case, that’s the problem.

Next, create the linked topics (level 2) that you place around and connect to the main central topic with a simple line.

If the central topic is “The client is always changing their mind at the last minute,” then you could have linked topics like:

• How often does this happen?
• Why are they doing this?
• What are they asking for?
• How do they ask for it?
• What impact does this have?

Adding these linking topics allows you to start building out the main causes of the problem as you can begin to see the full picture of what you need to fix. Once you’re happy that you’ve covered the breadth of the problem and its issues, you can start to ideate on how you’re going to fix it with the problem solving steps.

Now, start adding subtopics (level 3) linking to each of the level 2 topics. This is where you can start to go big on solutions and ideas to help fix the problem.

For each of the linked topics (level 2), start to think about how you can prevent them, mitigate them, or improve them. As this is just ideas on paper, write down anything that comes to mind, even if you think the client will never agree to it!

The more you write down, the more ideas you’ll have until you find one or two that could solve the main problem.

Once you run out of ideas, take a step back and highlight your favorite solutions to take forward and implement.

The 5 Why’s

The five why’s can sound a little controversial, and you shouldn’t try this without prepping the team beforehand.

Asking “why” is a great way to go deep into the root of the problem to make the individual or team really think about the cause. When a problem arises, we often have preconceived ideas about why this problem has occurred, which is usually based on our experiences or beliefs.

Start with describing the problem, and then the facilitator can ask “Why?” fives time or more until you get to the root of the problem. It’s tough at first to keep being asked why, but it’s also satisfying when you get to the root of the problem [3] .

As a facilitator, although the basic approach is to ask why, you need to be careful not to guide the participant down a single route.

To help with this, you can use a mind map with the problem at the center. Then ask a why question that will result in multiple secondary topics around the central problem. Having this visual representation of the problem helps you build out more useful why questions around it.

Once you get to the root of the problem, don’t forget to be clear in the actions to put a fix in place to resolve it.

Learn more about how to use the five why’s here .

To fix a problem, you must first be in a position where you fully understand it. There are many ways to misinterpret a problem, and the best way to understand them is through conversation with the team or individuals who are experiencing it.

Once you’re aligned, you can then begin to work on the solutions that will have the greatest impact through effective problem solving steps.

For the more significant or difficult problems to solve, it’s often advisable to break the solution up into smaller actions or improvements.

Trial these improvements in short iterations, and then continue the conversations to review and improve the solution. Implementing all of these steps will help you root out the problems and find useful solutions each time.

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The 5 steps of the solving problem process

August 17, 2023 by MindManager Blog

Whether you run a business, manage a team, or work in an industry where change is the norm, it may feel like something is always going wrong. Thankfully, becoming proficient in the problem solving process can alleviate a great deal of the stress that business issues can create.

Understanding the right way to solve problems not only takes the guesswork out of how to deal with difficult, unexpected, or complex situations, it can lead to more effective long-term solutions.

In this article, we’ll walk you through the 5 steps of problem solving, and help you explore a few examples of problem solving scenarios where you can see the problem solving process in action before putting it to work.

Understanding the problem solving process

When something isn’t working, it’s important to understand what’s at the root of the problem so you can fix it and prevent it from happening again. That’s why resolving difficult or complex issues works best when you apply proven business problem solving tools and techniques – from soft skills, to software.

The problem solving process typically includes:

• Pinpointing what’s broken by gathering data and consulting with team members.
• Figuring out why it’s not working by mapping out and troubleshooting the problem.
• Deciding on the most effective way to fix it by brainstorming and then implementing a solution.

While skills like active listening, collaboration, and leadership play an important role in problem solving, tools like visual mapping software make it easier to define and share problem solving objectives, play out various solutions, and even put the best fit to work.

Before you can take your first step toward solving a problem, you need to have a clear idea of what the issue is and the outcome you want to achieve by resolving it.

For example, if your company currently manufactures 50 widgets a day, but you’ve started processing orders for 75 widgets a day, you could simply say you have a production deficit.

However, the problem solving process will prove far more valuable if you define the start and end point by clarifying that production is running short by 25 widgets a day, and you need to increase daily production by 50%.

Once you know where you’re at and where you need to end up, these five steps will take you from Point A to Point B:

• Figure out what’s causing the problem . You may need to gather knowledge and evaluate input from different documents, departments, and personnel to isolate the factors that are contributing to your problem. Knowledge visualization software like MindManager can help.
• Come up with a few viable solutions . Since hitting on exactly the right solution – right away – can be tough, brainstorming with your team and mapping out various scenarios is the best way to move forward. If your first strategy doesn’t pan out, you’ll have others on tap you can turn to.
• Choose the best option . Decision-making skills, and software that lets you lay out process relationships, priorities, and criteria, are invaluable for selecting the most promising solution. Whether it’s you or someone higher up making that choice, it should include weighing costs, time commitments, and any implementation hurdles.
• Put your chosen solution to work . Before implementing your fix of choice, you should make key personnel aware of changes that might affect their daily workflow, and set up benchmarks that will make it easy to see if your solution is working.
• Evaluate your outcome . Now comes the moment of truth: did the solution you implemented solve your problem? Do your benchmarks show you achieved the outcome you wanted? If so, congratulations! If not, you’ll need to tweak your solution to meet your problem solving goal.

In practice, you might not hit a home-run with every solution you execute. But the beauty of a repeatable process like problem solving is that you can carry out steps 4 and 5 again by drawing from the brainstorm options you documented during step 2.

Examples of problem solving scenarios

The best way to get a sense of how the problem solving process works before you try it for yourself is to work through some simple scenarios.

Here are three examples of how you can apply business problem solving techniques to common workplace challenges.

Scenario #1: Manufacturing

Building on our original manufacturing example, you determine that your company is consistently short producing 25 widgets a day and needs to increase daily production by 50%.

Since you’d like to gather data and input from both your manufacturing and sales order departments, you schedule a brainstorming session to discover the root cause of the shortage.

After examining four key production areas – machines, materials, methods, and management – you determine the cause of the problem: the material used to manufacture your widgets can only be fed into your equipment once the machinery warms up to a specific temperature for the day.

Your team comes up with three possible solutions.

• Leave your machinery running 24 hours so it’s always at temperature.
• Invest in equipment that heats up faster.
• Find an alternate material for your widgets.

After weighing the expense of the first two solutions, and conducting some online research, you decide that switching to a comparable but less expensive material that can be worked at a lower temperature is your best option.

You implement your plan, monitor your widget quality and output over the following week, and declare your solution a success when daily production increases by 100%.

Scenario #2: Service Delivery

Business training is booming and you’ve had to onboard new staff over the past month. Now you learn that several clients have expressed concern about the quality of your recent training sessions.

After speaking with both clients and staff, you discover there are actually two distinct factors contributing to your quality problem:

• The additional conference room you’ve leased to accommodate your expanding training sessions has terrible acoustics
• The AV equipment you’ve purchased to accommodate your expanding workforce is on back-order – and your new hires have been making do without

You could look for a new conference room or re-schedule upcoming training sessions until after your new equipment arrives. But your team collaboratively determines that the best way to mitigate both issues at once is by temporarily renting the high-quality sound and visual system they need.

Using benchmarks that include several weeks of feedback from session attendees, and random session spot-checks you conduct personally, you conclude the solution has worked.

Scenario #3: Marketing

You’ve invested heavily in product marketing, but still can’t meet your sales goals. Specifically, you missed your revenue target by 30% last year and would like to meet that same target this year.

After collecting and examining reams of information from your sales and accounting departments, you sit down with your marketing team to figure out what’s hindering your success in the marketplace.

Determining that your product isn’t competitively priced, you map out two viable solutions.

• Hire a third-party specialist to conduct a detailed market analysis.
• Drop the price of your product to undercut competitors.

Since you’re in a hurry for results, you decide to immediately reduce the price of your product and market it accordingly.

When revenue figures for the following quarter show sales have declined even further – and marketing surveys show potential customers are doubting the quality of your product – you revert back to your original pricing, revisit your problem solving process, and implement the market analysis solution instead.

With the valuable information you gain, you finally arrive at just the right product price for your target market and sales begin to pick up. Although you miss your revenue target again this year, you meet it by the second quarter of the following year.

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What is Problem Solving? (Steps, Techniques, Examples)

By Status.net Editorial Team on May 7, 2023 — 5 minutes to read

What Is Problem Solving?

Definition and importance.

Problem solving is the process of finding solutions to obstacles or challenges you encounter in your life or work. It is a crucial skill that allows you to tackle complex situations, adapt to changes, and overcome difficulties with ease. Mastering this ability will contribute to both your personal and professional growth, leading to more successful outcomes and better decision-making.

Problem-Solving Steps

The problem-solving process typically includes the following steps:

• Identify the issue : Recognize the problem that needs to be solved.
• Analyze the situation : Examine the issue in depth, gather all relevant information, and consider any limitations or constraints that may be present.
• Generate potential solutions : Brainstorm a list of possible solutions to the issue, without immediately judging or evaluating them.
• Evaluate options : Weigh the pros and cons of each potential solution, considering factors such as feasibility, effectiveness, and potential risks.
• Select the best solution : Choose the option that best addresses the problem and aligns with your objectives.
• Implement the solution : Put the selected solution into action and monitor the results to ensure it resolves the issue.
• Review and learn : Reflect on the problem-solving process, identify any improvements or adjustments that can be made, and apply these learnings to future situations.

Defining the Problem

To start tackling a problem, first, identify and understand it. Analyzing the issue thoroughly helps to clarify its scope and nature. Ask questions to gather information and consider the problem from various angles. Some strategies to define the problem include:

• Brainstorming with others
• Asking the 5 Ws and 1 H (Who, What, When, Where, Why, and How)
• Analyzing cause and effect
• Creating a problem statement

Generating Solutions

Once the problem is clearly understood, brainstorm possible solutions. Think creatively and keep an open mind, as well as considering lessons from past experiences. Consider:

• Creating a list of potential ideas to solve the problem
• Grouping and categorizing similar solutions
• Prioritizing potential solutions based on feasibility, cost, and resources required
• Involving others to share diverse opinions and inputs

Evaluating and Selecting Solutions

Evaluate each potential solution, weighing its pros and cons. To facilitate decision-making, use techniques such as:

• SWOT analysis (Strengths, Weaknesses, Opportunities, Threats)
• Decision-making matrices
• Pros and cons lists
• Risk assessments

After evaluating, choose the most suitable solution based on effectiveness, cost, and time constraints.

Implementing and Monitoring the Solution

Implement the chosen solution and monitor its progress. Key actions include:

• Communicating the solution to relevant parties
• Setting timelines and milestones
• Assigning tasks and responsibilities
• Monitoring the solution and making adjustments as necessary
• Evaluating the effectiveness of the solution after implementation

Utilize feedback from stakeholders and consider potential improvements. Remember that problem-solving is an ongoing process that can always be refined and enhanced.

Problem-Solving Techniques

During each step, you may find it helpful to utilize various problem-solving techniques, such as:

• Brainstorming : A free-flowing, open-minded session where ideas are generated and listed without judgment, to encourage creativity and innovative thinking.
• Root cause analysis : A method that explores the underlying causes of a problem to find the most effective solution rather than addressing superficial symptoms.
• SWOT analysis : A tool used to evaluate the strengths, weaknesses, opportunities, and threats related to a problem or decision, providing a comprehensive view of the situation.
• Mind mapping : A visual technique that uses diagrams to organize and connect ideas, helping to identify patterns, relationships, and possible solutions.

Brainstorming

When facing a problem, start by conducting a brainstorming session. Gather your team and encourage an open discussion where everyone contributes ideas, no matter how outlandish they may seem. This helps you:

• Generate a diverse range of solutions
• Encourage all team members to participate
• Foster creative thinking

When brainstorming, remember to:

• Reserve judgment until the session is over
• Encourage wild ideas
• Combine and improve upon ideas

Root Cause Analysis

For effective problem-solving, identifying the root cause of the issue at hand is crucial. Try these methods:

• 5 Whys : Ask “why” five times to get to the underlying cause.
• Fishbone Diagram : Create a diagram representing the problem and break it down into categories of potential causes.
• Pareto Analysis : Determine the few most significant causes underlying the majority of problems.

SWOT Analysis

SWOT analysis helps you examine the Strengths, Weaknesses, Opportunities, and Threats related to your problem. To perform a SWOT analysis:

• List your problem’s strengths, such as relevant resources or strong partnerships.
• Identify its weaknesses, such as knowledge gaps or limited resources.
• Explore opportunities, like trends or new technologies, that could help solve the problem.
• Recognize potential threats, like competition or regulatory barriers.

SWOT analysis aids in understanding the internal and external factors affecting the problem, which can help guide your solution.

Mind Mapping

A mind map is a visual representation of your problem and potential solutions. It enables you to organize information in a structured and intuitive manner. To create a mind map:

• Write the problem in the center of a blank page.
• Draw branches from the central problem to related sub-problems or contributing factors.
• Add more branches to represent potential solutions or further ideas.

Mind mapping allows you to visually see connections between ideas and promotes creativity in problem-solving.

Examples of Problem Solving in Various Contexts

In the business world, you might encounter problems related to finances, operations, or communication. Applying problem-solving skills in these situations could look like:

• Identifying areas of improvement in your company’s financial performance and implementing cost-saving measures
• Resolving internal conflicts among team members by listening and understanding different perspectives, then proposing and negotiating solutions
• Streamlining a process for better productivity by removing redundancies, automating tasks, or re-allocating resources

In educational contexts, problem-solving can be seen in various aspects, such as:

• Addressing a gap in students’ understanding by employing diverse teaching methods to cater to different learning styles
• Developing a strategy for successful time management to balance academic responsibilities and extracurricular activities
• Seeking resources and support to provide equal opportunities for learners with special needs or disabilities

Everyday life is full of challenges that require problem-solving skills. Some examples include:

• Overcoming a personal obstacle, such as improving your fitness level, by establishing achievable goals, measuring progress, and adjusting your approach accordingly
• Navigating a new environment or city by researching your surroundings, asking for directions, or using technology like GPS to guide you
• Dealing with a sudden change, like a change in your work schedule, by assessing the situation, identifying potential impacts, and adapting your plans to accommodate the change.
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The Five-Step Problem-Solving Process

Sometimes when you’re faced with a complex problem, it’s best to pause and take a step back. A break from…

Sometimes when you’re faced with a complex problem, it’s best to pause and take a step back. A break from routine will help you think creatively and objectively. Doing too much at the same time increases the chances of burnout.

Solving problems is easier when you align your thoughts with your actions. If you’re in multiple places at once mentally, you’re more likely to get overwhelmed under pressure. So, a problem-solving process follows specific steps to make it approachable and straightforward. This includes breaking down complex problems, understanding what you want to achieve, and allocating responsibilities to different people to ease some of the pressure.

The problem-solving process will help you measure your progress against factors like budget, timelines and deliverables. The point is to get the key stakeholders on the same page about the ‘what’, ‘why’ and ‘how’ of the process. ( Xanax ) Let’s discuss the five-step problem-solving process that you can adopt.

Problems at a workplace need not necessarily be situations that have a negative impact, such as a product failure or a change in government policy. Making a decision to alter the way your team works may also be a problem. Launching new products, technological upgrades, customer feedback collection exercises—all of these are also “problems” that need to be “solved”.

Here are the steps of a problem-solving process:

1. Defining the Problem

The first step in the process is often overlooked. To define the problem is to understand what it is that you’re solving for. This is also where you outline and write down your purpose—what you want to achieve and why. Making sure you know what the problem is can make it easier to follow up with the remaining steps. This will also help you identify which part of the problem needs more attention than others.

2. Analyzing the Problem

Analyze why the problem occurred and go deeper to understand the existing situation.  If it’s a product that has malfunctioned, assess factors like raw material, assembly line, and people involved to identify the problem areas. This will help you figure out if the problem will persist or recur. You can measure the solution against existing factors to assess its future viability.

3. Weighing the Options

Once you’ve figured out what the problem is and why it occurred, you can move on to generating multiple options as solutions. You can combine your existing knowledge with research and data to come up with viable and effective solutions. Thinking objectively and getting inputs from those involved in the process will broaden your perspective of the problem. You’ll be able to come up with better options if you’re open to ideas other than your own.

4. Implementing The Best Solution

Implementation will depend on the type of data at hand and other variables. Consider the big picture when you’re selecting the best option. Look at factors like how the solution will impact your budget, how soon you can implement it, and whether it can withstand setbacks or failures. If you need to make any tweaks or upgrades, make them happen in this stage.

5. Monitoring Progress

The problem-solving process doesn’t end at implementation. It requires constant monitoring to watch out for recurrences and relapses. It’s possible that something doesn’t work out as expected on implementation. To ensure the process functions smoothly, you can make changes as soon as you catch a miscalculation. Always stay on top of things by monitoring how far you’ve come and how much farther you have to go.

You can learn to solve any problem—big or small—with experience and patience. Adopt an impartial and analytical approach that has room for multiple perspectives. In the workplace, you’re often faced with situations like an unexpected system failure or a key employee quitting in the middle of a crucial project.

Problem-solving skills will help you face these situations head-on. Harappa Education’s Structuring Problems course will show you how to classify and categorize problems to discover effective solutions. Equipping yourself with the right knowledge will help you navigate work-related problems in a calm and competent manner.

Explore topics such as  Problem Solving , the  PICK Chart ,  How to Solve Problems  & the  Barriers to Problem Solving  from our Harappa Diaries blog section and develop your skills.

The Art of Effective Problem Solving: A Step-by-Step Guide

Author: Daniel Croft

Daniel Croft is an experienced continuous improvement manager with a Lean Six Sigma Black Belt and a Bachelor's degree in Business Management. With more than ten years of experience applying his skills across various industries, Daniel specializes in optimizing processes and improving efficiency. His approach combines practical experience with a deep understanding of business fundamentals to drive meaningful change.

Whether we realise it or not, problem solving skills are an important part of our daily lives. From resolving a minor annoyance at home to tackling complex business challenges at work, our ability to solve problems has a significant impact on our success and happiness. However, not everyone is naturally gifted at problem-solving, and even those who are can always improve their skills. In this blog post, we will go over the art of effective problem-solving step by step.

You will learn how to define a problem, gather information, assess alternatives, and implement a solution, all while honing your critical thinking and creative problem-solving skills. Whether you’re a seasoned problem solver or just getting started, this guide will arm you with the knowledge and tools you need to face any challenge with confidence. So let’s get started!

Problem Solving Methodologies

Individuals and organisations can use a variety of problem-solving methodologies to address complex challenges. 8D and A3 problem solving techniques are two popular methodologies in the Lean Six Sigma framework.

Methodology of 8D (Eight Discipline) Problem Solving:

The 8D problem solving methodology is a systematic, team-based approach to problem solving. It is a method that guides a team through eight distinct steps to solve a problem in a systematic and comprehensive manner.

The 8D process consists of the following steps:

• Form a team: Assemble a group of people who have the necessary expertise to work on the problem.
• Define the issue: Clearly identify and define the problem, including the root cause and the customer impact.
• Create a temporary containment plan: Put in place a plan to lessen the impact of the problem until a permanent solution can be found.
• Identify the root cause: To identify the underlying causes of the problem, use root cause analysis techniques such as Fishbone diagrams and Pareto charts.
• Create and test long-term corrective actions: Create and test a long-term solution to eliminate the root cause of the problem.
• Implement and validate the permanent solution: Implement and validate the permanent solution’s effectiveness.
• Prevent recurrence: Put in place measures to keep the problem from recurring.
• Recognize and reward the team: Recognize and reward the team for its efforts.

Download the 8D Problem Solving Template

A3 Problem Solving Method:

The A3 problem solving technique is a visual, team-based problem-solving approach that is frequently used in Lean Six Sigma projects. The A3 report is a one-page document that clearly and concisely outlines the problem, root cause analysis, and proposed solution.

The A3 problem-solving procedure consists of the following steps:

• Determine the issue: Define the issue clearly, including its impact on the customer.
• Perform root cause analysis: Identify the underlying causes of the problem using root cause analysis techniques.
• Create and implement a solution: Create and implement a solution that addresses the problem’s root cause.
• Monitor and improve the solution: Keep an eye on the solution’s effectiveness and make any necessary changes.

Subsequently, in the Lean Six Sigma framework, the 8D and A3 problem solving methodologies are two popular approaches to problem solving. Both methodologies provide a structured, team-based problem-solving approach that guides individuals through a comprehensive and systematic process of identifying, analysing, and resolving problems in an effective and efficient manner.

Step 1 – Define the Problem

The definition of the problem is the first step in effective problem solving. This may appear to be a simple task, but it is actually quite difficult. This is because problems are frequently complex and multi-layered, making it easy to confuse symptoms with the underlying cause. To avoid this pitfall, it is critical to thoroughly understand the problem.

To begin, ask yourself some clarifying questions:

• What exactly is the issue?
• What are the problem’s symptoms or consequences?
• Who or what is impacted by the issue?
• When and where does the issue arise?

Answering these questions will assist you in determining the scope of the problem. However, simply describing the problem is not always sufficient; you must also identify the root cause. The root cause is the underlying cause of the problem and is usually the key to resolving it permanently.

Try asking “why” questions to find the root cause:

• What causes the problem?
• Why does it continue?
• Why does it have the effects that it does?

By repeatedly asking “ why ,” you’ll eventually get to the bottom of the problem. This is an important step in the problem-solving process because it ensures that you’re dealing with the root cause rather than just the symptoms.

Once you have a firm grasp on the issue, it is time to divide it into smaller, more manageable chunks. This makes tackling the problem easier and reduces the risk of becoming overwhelmed. For example, if you’re attempting to solve a complex business problem, you might divide it into smaller components like market research, product development, and sales strategies.

To summarise step 1, defining the problem is an important first step in effective problem-solving. You will be able to identify the root cause and break it down into manageable parts if you take the time to thoroughly understand the problem. This will prepare you for the next step in the problem-solving process, which is gathering information and brainstorming ideas.

Step 2 – Gather Information and Brainstorm Ideas

Gathering information and brainstorming ideas is the next step in effective problem solving. This entails researching the problem and relevant information, collaborating with others, and coming up with a variety of potential solutions. This increases your chances of finding the best solution to the problem.

Begin by researching the problem and relevant information. This could include reading articles, conducting surveys, or consulting with experts. The goal is to collect as much information as possible in order to better understand the problem and possible solutions.

Next, work with others to gather a variety of perspectives. Brainstorming with others can be an excellent way to come up with new and creative ideas. Encourage everyone to share their thoughts and ideas when working in a group, and make an effort to actively listen to what others have to say. Be open to new and unconventional ideas and resist the urge to dismiss them too quickly.

Finally, use brainstorming to generate a wide range of potential solutions. This is the place where you can let your imagination run wild. At this stage, don’t worry about the feasibility or practicality of the solutions; instead, focus on generating as many ideas as possible. Write down everything that comes to mind, no matter how ridiculous or unusual it may appear. This can be done individually or in groups.

Once you’ve compiled a list of potential solutions, it’s time to assess them and select the best one. This is the next step in the problem-solving process, which we’ll go over in greater detail in the following section.

Step 3 – Evaluate Options and Choose the Best Solution

Once you’ve compiled a list of potential solutions, it’s time to assess them and select the best one. This is the third step in effective problem solving, and it entails weighing the advantages and disadvantages of each solution, considering their feasibility and practicability, and selecting the solution that is most likely to solve the problem effectively.

To begin, weigh the advantages and disadvantages of each solution. This will assist you in determining the potential outcomes of each solution and deciding which is the best option. For example, a quick and easy solution may not be the most effective in the long run, whereas a more complex and time-consuming solution may be more effective in solving the problem in the long run.

Consider each solution’s feasibility and practicability. Consider the following:

• Can the solution be implemented within the available resources, time, and budget?
• What are the possible barriers to implementing the solution?
• Is the solution feasible in today’s political, economic, and social environment?

You’ll be able to tell which solutions are likely to succeed and which aren’t by assessing their feasibility and practicability.

Finally, choose the solution that is most likely to effectively solve the problem. This solution should be based on the criteria you’ve established, such as the advantages and disadvantages of each solution, their feasibility and practicability, and your overall goals.

It is critical to remember that there is no one-size-fits-all solution to problems. What is effective for one person or situation may not be effective for another. This is why it is critical to consider a wide range of solutions and evaluate each one based on its ability to effectively solve the problem.

Step 4 – Implement and Monitor the Solution

When you’ve decided on the best solution, it’s time to put it into action. The fourth and final step in effective problem solving is to put the solution into action, monitor its progress, and make any necessary adjustments.

To begin, implement the solution. This may entail delegating tasks, developing a strategy, and allocating resources. Ascertain that everyone involved understands their role and responsibilities in the solution’s implementation.

Next, keep an eye on the solution’s progress. This may entail scheduling regular check-ins, tracking metrics, and soliciting feedback from others. You will be able to identify any potential roadblocks and make any necessary adjustments in a timely manner if you monitor the progress of the solution.

Finally, make any necessary modifications to the solution. This could entail changing the solution, altering the plan of action, or delegating different tasks. Be willing to make changes if they will improve the solution or help it solve the problem more effectively.

It’s important to remember that problem solving is an iterative process, and there may be times when you need to start from scratch. This is especially true if the initial solution does not effectively solve the problem. In these situations, it’s critical to be adaptable and flexible and to keep trying new solutions until you find the one that works best.

To summarise, effective problem solving is a critical skill that can assist individuals and organisations in overcoming challenges and achieving their objectives. Effective problem solving consists of four key steps: defining the problem, generating potential solutions, evaluating alternatives and selecting the best solution, and implementing the solution.

You can increase your chances of success in problem solving by following these steps and considering factors such as the pros and cons of each solution, their feasibility and practicability, and making any necessary adjustments. Furthermore, keep in mind that problem solving is an iterative process, and there may be times when you need to go back to the beginning and restart. Maintain your adaptability and try new solutions until you find the one that works best for you.

• Novick, L.R. and Bassok, M., 2005.  Problem Solving . Cambridge University Press.

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Daniel Croft

Hi im Daniel continuous improvement manager with a Black Belt in Lean Six Sigma and over 10 years of real-world experience across a range sectors, I have a passion for optimizing processes and creating a culture of efficiency. I wanted to create Learn Lean Siigma to be a platform dedicated to Lean Six Sigma and process improvement insights and provide all the guides, tools, techniques and templates I looked for in one place as someone new to the world of Lean Six Sigma and Continuous improvement.

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10 Problem-solving strategies to turn challenges on their head

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What is an example of problem-solving?

What are the 5 steps to problem-solving, 10 effective problem-solving strategies, what skills do efficient problem solvers have, how to improve your problem-solving skills.

Problems come in all shapes and sizes — from workplace conflict to budget cuts.

Creative problem-solving is one of the most in-demand skills in all roles and industries. It can boost an organization’s human capital and give it a competitive edge. 

Problem-solving strategies are ways of approaching problems that can help you look beyond the obvious answers and find the best solution to your problem . 

Let’s take a look at a five-step problem-solving process and how to combine it with proven problem-solving strategies. This will give you the tools and skills to solve even your most complex problems.

Good problem-solving is an essential part of the decision-making process . To see what a problem-solving process might look like in real life, let’s take a common problem for SaaS brands — decreasing customer churn rates.

To solve this problem, the company must first identify it. In this case, the problem is that the churn rate is too high. 

Next, they need to identify the root causes of the problem. This could be anything from their customer service experience to their email marketing campaigns. If there are several problems, they will need a separate problem-solving process for each one. 

Let’s say the problem is with email marketing — they’re not nurturing existing customers. Now that they’ve identified the problem, they can start using problem-solving strategies to look for solutions. 

This might look like coming up with special offers, discounts, or bonuses for existing customers. They need to find ways to remind them to use their products and services while providing added value. This will encourage customers to keep paying their monthly subscriptions.

They might also want to add incentives, such as access to a premium service at no extra cost after 12 months of membership. They could publish blog posts that help their customers solve common problems and share them as an email newsletter.

The company should set targets and a time frame in which to achieve them. This will allow leaders to measure progress and identify which actions yield the best results.

Perhaps you’ve got a problem you need to tackle. Or maybe you want to be prepared the next time one arises. Either way, it’s a good idea to get familiar with the five steps of problem-solving. 

Use this step-by-step problem-solving method with the strategies in the following section to find possible solutions to your problem.

1. Identify the problem

The first step is to know which problem you need to solve. Then, you need to find the root cause of the problem. 

The best course of action is to gather as much data as possible, speak to the people involved, and separate facts from opinions. 

Once this is done, formulate a statement that describes the problem. Use rational persuasion to make sure your team agrees .

2. Break the problem down 

Identifying the problem allows you to see which steps need to be taken to solve it. 

First, break the problem down into achievable blocks. Then, use strategic planning to set a time frame in which to solve the problem and establish a timeline for the completion of each stage.

3. Generate potential solutions

At this stage, the aim isn’t to evaluate possible solutions but to generate as many ideas as possible. 

Encourage your team to use creative thinking and be patient — the best solution may not be the first or most obvious one.

Use one or more of the different strategies in the following section to help come up with solutions — the more creative, the better.

4. Evaluate the possible solutions

Once you’ve generated potential solutions, narrow them down to a shortlist. Then, evaluate the options on your shortlist. 

There are usually many factors to consider. So when evaluating a solution, ask yourself the following questions:

• Will my team be on board with the proposition?
• Does the solution align with organizational goals ?
• Is the solution likely to achieve the desired outcomes?
• Is the solution realistic and possible with current resources and constraints?
• Will the solution solve the problem without causing additional unintended problems?

5. Implement and monitor the solutions

Once you’ve identified your solution and got buy-in from your team, it’s time to implement it. 

But the work doesn’t stop there. You need to monitor your solution to see whether it actually solves your problem. 

Request regular feedback from the team members involved and have a monitoring and evaluation plan in place to measure progress.

If the solution doesn’t achieve your desired results, start this step-by-step process again.

There are many different ways to approach problem-solving. Each is suitable for different types of problems. 

The most appropriate problem-solving techniques will depend on your specific problem. You may need to experiment with several strategies before you find a workable solution.

Here are 10 effective problem-solving strategies for you to try:

• Use a solution that worked before
• Brainstorming
• Work backward
• Use the Kipling method
• Draw the problem
• Use trial and error
• Sleep on it
• Get advice from your peers
• Use the Pareto principle
• Add successful solutions to your toolkit

Let’s break each of these down.

1. Use a solution that worked before

It might seem obvious, but if you’ve faced similar problems in the past, look back to what worked then. See if any of the solutions could apply to your current situation and, if so, replicate them.

2. Brainstorming

The more people you enlist to help solve the problem, the more potential solutions you can come up with.

Use different brainstorming techniques to workshop potential solutions with your team. They’ll likely bring something you haven’t thought of to the table.

3. Work backward

Working backward is a way to reverse engineer your problem. Imagine your problem has been solved, and make that the starting point.

Then, retrace your steps back to where you are now. This can help you see which course of action may be most effective.

4. Use the Kipling method

This is a method that poses six questions based on Rudyard Kipling’s poem, “ I Keep Six Honest Serving Men .” 

• What is the problem?
• Why is the problem important?
• When did the problem arise, and when does it need to be solved?
• How did the problem happen?
• Where is the problem occurring?
• Who does the problem affect?

Answering these questions can help you identify possible solutions.

5. Draw the problem

Sometimes it can be difficult to visualize all the components and moving parts of a problem and its solution. Drawing a diagram can help.

This technique is particularly helpful for solving process-related problems. For example, a product development team might want to decrease the time they take to fix bugs and create new iterations. Drawing the processes involved can help you see where improvements can be made.

6. Use trial-and-error

A trial-and-error approach can be useful when you have several possible solutions and want to test them to see which one works best.

7. Sleep on it

Finding the best solution to a problem is a process. Remember to take breaks and get enough rest . Sometimes, a walk around the block can bring inspiration, but you should sleep on it if possible.

A good night’s sleep helps us find creative solutions to problems. This is because when you sleep, your brain sorts through the day’s events and stores them as memories. This enables you to process your ideas at a subconscious level. 

If possible, give yourself a few days to develop and analyze possible solutions. You may find you have greater clarity after sleeping on it. Your mind will also be fresh, so you’ll be able to make better decisions.

8. Get advice from your peers

Getting input from a group of people can help you find solutions you may not have thought of on your own. 

For solo entrepreneurs or freelancers, this might look like hiring a coach or mentor or joining a mastermind group. 

For leaders , it might be consulting other members of the leadership team or working with a business coach .

It’s important to recognize you might not have all the skills, experience, or knowledge necessary to find a solution alone. 

9. Use the Pareto principle

The Pareto principle — also known as the 80/20 rule — can help you identify possible root causes and potential solutions for your problems.

Although it’s not a mathematical law, it’s a principle found throughout many aspects of business and life. For example, 20% of the sales reps in a company might close 80% of the sales. 

You may be able to narrow down the causes of your problem by applying the Pareto principle. This can also help you identify the most appropriate solutions.

10. Add successful solutions to your toolkit

Every situation is different, and the same solutions might not always work. But by keeping a record of successful problem-solving strategies, you can build up a solutions toolkit. 

These solutions may be applicable to future problems. Even if not, they may save you some of the time and work needed to come up with a new solution.

Improving problem-solving skills is essential for professional development — both yours and your team’s. Here are some of the key skills of effective problem solvers:

• Critical thinking and analytical skills
• Communication skills , including active listening
• Decision-making
• Planning and prioritization
• Emotional intelligence , including empathy and emotional regulation
• Time management
• Data analysis
• Research skills
• Project management

And they see problems as opportunities. Everyone is born with problem-solving skills. But accessing these abilities depends on how we view problems. Effective problem-solvers see problems as opportunities to learn and improve.

Ready to work on your problem-solving abilities? Get started with these seven tips.

1. Build your problem-solving skills

One of the best ways to improve your problem-solving skills is to learn from experts. Consider enrolling in organizational training , shadowing a mentor , or working with a coach .

2. Practice

Practice using your new problem-solving skills by applying them to smaller problems you might encounter in your daily life. 

Alternatively, imagine problematic scenarios that might arise at work and use problem-solving strategies to find hypothetical solutions.

3. Don’t try to find a solution right away

Often, the first solution you think of to solve a problem isn’t the most appropriate or effective.

Instead of thinking on the spot, give yourself time and use one or more of the problem-solving strategies above to activate your creative thinking. 

4. Ask for feedback

Receiving feedback is always important for learning and growth. Your perception of your problem-solving skills may be different from that of your colleagues. They can provide insights that help you improve. 

5. Learn new approaches and methodologies

There are entire books written about problem-solving methodologies if you want to take a deep dive into the subject. 

We recommend starting with “ Fixed — How to Perfect the Fine Art of Problem Solving ” by Amy E. Herman. 

6. Experiment

Tried-and-tested problem-solving techniques can be useful. However, they don’t teach you how to innovate and develop your own problem-solving approaches. 

Sometimes, an unconventional approach can lead to the development of a brilliant new idea or strategy. So don’t be afraid to suggest your most “out there” ideas.

7. Analyze the success of your competitors

Do you have competitors who have already solved the problem you’re facing? Look at what they did, and work backward to solve your own problem. 

For example, Netflix started in the 1990s as a DVD mail-rental company. Its main competitor at the time was Blockbuster. 

But when streaming became the norm in the early 2000s, both companies faced a crisis. Netflix innovated, unveiling its streaming service in 2007. 

If Blockbuster had followed Netflix’s example, it might have survived. Instead, it declared bankruptcy in 2010.

Use problem-solving strategies to uplevel your business

When facing a problem, it’s worth taking the time to find the right solution. 

Otherwise, we risk either running away from our problems or headlong into solutions. When we do this, we might miss out on other, better options.

Use the problem-solving strategies outlined above to find innovative solutions to your business’ most perplexing problems.

If you’re ready to take problem-solving to the next level, request a demo with BetterUp . Our expert coaches specialize in helping teams develop and implement strategies that work.

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Elizabeth Perry, ACC

Elizabeth Perry is a Coach Community Manager at BetterUp. She uses strategic engagement strategies to cultivate a learning community across a global network of Coaches through in-person and virtual experiences, technology-enabled platforms, and strategic coaching industry partnerships. With over 3 years of coaching experience and a certification in transformative leadership and life coaching from Sofia University, Elizabeth leverages transpersonal psychology expertise to help coaches and clients gain awareness of their behavioral and thought patterns, discover their purpose and passions, and elevate their potential. She is a lifelong student of psychology, personal growth, and human potential as well as an ICF-certified ACC transpersonal life and leadership Coach.

8 creative solutions to your most challenging problems

5 problem-solving questions to prepare you for your next interview, 31 examples of problem solving performance review phrases, what are metacognitive skills examples in everyday life, what is lateral thinking 7 techniques to encourage creative ideas, leadership activities that encourage employee engagement, learn what process mapping is and how to create one (+ examples), how much do distractions cost 8 effects of lack of focus, 3 problem statement examples and steps to write your own, the pareto principle: how the 80/20 rule can help you do more with less, thinking outside the box: 8 ways to become a creative problem solver, 10 examples of principles that can guide your approach to work, contingency planning: 4 steps to prepare for the unexpected, stay connected with betterup, get our newsletter, event invites, plus product insights and research..

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“One thing is sure. We have to do something. We have to do the best we know how at the moment… If it doesn’t turn out right, we can modify it as we go along.” –  Franklin D.Roosevelt

P roblems in life can take on a variety of forms, but many of them share common characteristics that serve as cues, alerting us to the presence of a bonafide problem. The attitude that we choose to take toward the problem can serve as a powerful determinant of our ability to reduce distress and use emotional information in helpful ways. Many of the problems or chaos that we invite , create, or have thrust upon us become less intimidating and paralyzing when we take a proactive stance toward solving them. A mindfully open and alert stance can serve as a stable foundation as you begin the process of confronting the problem and moving toward a solution.

Part of the wisdom inherent in effective problem solving is discerning between solvable and unsolvable problems … and being willing to radically accept and let go of those problems which are truly out of your control. For all of the problems that you have the power to solve, remember that quite often a puzzling or painful problem is actually just a very difficult decision that is waiting to be made. It is possible that the looming “problem” in your life has taken on its imposing or frightening form due to a conscious or unconscious un willingness on your part to make a tough decision.

Brief Mindfulness Exercise:

Before you begin the following five steps of problem solving from your base of mindfulness, allow yourself a few moments to slow down and take a some slow deep breaths. Bring your full awareness to this  moment. Allow your thoughts, emotions, and sensations to naturally emerge; notice them just as they are, accept their presence, and release them with each breath that leaves your lungs. If confusing or unsettling thoughts enter into awareness, observe them with an open heart and nonjudgmental mind. Allow yourself to become disentangled from those thoughts as you notice that they are just thoughts … not “facts” or absolute truth.

Notice your emotions as they arise naturally from within. Perhaps you sense a deep-seated fear as you approach this problem. Observe this experience and direct compassion toward your fear, anxiety , or doubt. Embrace your suffering , rather than push it away. Notice what useful information is embedded within those painful disavowed experiences. Observe any physical sensations that emerge at this time, reconnecting with your body . Direct your full awareness in a nonjudgmental, accepting, and curious way toward those sensations. Perhaps there is a tightness in your throat or chest, shaking in your hands, a racing heart, or queasiness at your core.

Be kind toward yourself and notice the delicate way that your thoughts, emotions, and sensations are all coming together in a nuanced dance as you approach solving this problem. Allow wise mind to guide you, bringing together reason with emotion, as you begin to become open, reflective, and alert to the problem. When you are ready, direct your mindful awareness and focus  completely to the problem you are facing. Remember that part of being mindful involves directing your full presence toward one thing at a time , so give yourself the gift of slowing down as you go through this five step process of problem solving.

Mindful Problem Solving

R ead through the following five steps of problem solving and write down your authentic responses at each step along the way. Let go of the notion of “right” or “wrong” responses and trust yourself . As you go through these steps, make a commitment to yourself to follow through with your plan. When you take the time to move through solving a difficult problem with an open heart and awakened mind, you may begin to see that the right path out of the woods was there all along… just waiting for you to notice it and summon the courage to make the journey.

(1) State your problem

Problems cannot be solved and decisions cannot be made effectively before you have clearly and accurately identified the problem. If this step is easy for you, simply write down in simple and concise terms exactly what problem you are facing. If it seems challenging to identify the problem, try writing down some characteristics of the problem or common themes. For example, “health issues: illness, sleep, diet, mental health” or “relationship issues: conflict, loneliness, dissatisfaction.”

Once you have clearly identified and stated your current problem, take the time to engage in a bit of “ problem analysis ” to help you understand the various dimensions of the problem with greater clarity:

• What is the problem?
• Who is involved?
• What happens? What bothers you?
• Where does the problem occur?
• When does it occur?
• How does it happen? (Is there a pattern ?)
• Why do you think it happens?
• What else is important in this situation?
• How do you respond to the situation? (List your behaviors .)
• How does it make you feel?
• What outcome do you want to see?

(2) Outline your solutions

Once you have sufficiently identified the problem from various perspectives, you are ready to start identifying the best solutions available. Maintain a mindfully open attitude as you approach potential solutions from a place of creativity. Even if your “ideal” solution may not be realistic at this present moment, stay open to making the most out of the tools you do  have to work with at this point in time. Notice if any potential solutions come to you as you reflect on your responses to the last three questions from step one, regarding what you do , what you feel , and what you truly want .

Try coming up with and writing down three possible solutions based on those responses. For example, possible solutions may be worded in some of the following ways: “Figure out better ways to respond when I feel confused or frozen by the problem,” or  “Learn how to manage intense emotions more effectively when the problem occurs,” or  “Deliver painful news or express authentic feelings , no matter how scary it may feel.”

As you begin to set goals that will move you closer to your desired solution , remember to describe what you do want  to happen, as opposed to what you don’t want  to happen. For example, instead of “I don’t want to feel sad and confused,” rephrase that as, “I do want to feel happiness and a sense of clarity.” It is easier to move toward desired goals when they are stated in positive terms. If your goals feel general or vague (e.g., “I want to feel happier”), simply notice this for now – you will develop specific strategies intended to help you realize your goals in the next step.

Remember to state your intended goal from your own point of view, taking responsibility and ownership… this is what you  want to do. For example, instead of “I don’t want my friend to get angry with me so easily,” rephrase it as, “I want to learn how to develop a better relationship with my friend.” When goals are stated in these terms, you can become empowered by realizing the amount of control you have in reaching your goal, instead of depending on or wondering about the thoughts or behaviors of others.

(3) List your strategies

Maintain the creative mindful attitude that you took while generating possible solutions, as you allow your heart and mind to fully open to the process of recognizing strategies that will move you closer toward your goals. As you begin the process of coming up with ideas that may or may not help you reach your goal(s), remember: (1) don’t criticize/judge your ideas, (2) allow yourself to generate lots  of ideas/possibilities, (3) think creatively – allow yourself to be free of censorship, and (4) integrate and improve on ideas if needed – perhaps a few of your strategies have the potential to integrate into one amazing idea.

As you begin to create a brainstorm list of potential strategies, reflect back on your three possible solutions from the previous step. This exercise in brainstorming possible strategies involves the following steps:

• Write down the clearly stated/defined problem
• List your three possible solutions
• Underneath each solution, write at least 10 possible strategies

Part of engaging in this process of brainstorming from a centered place of mindfulness involves giving yourself permission to take your time, slow down your mind , and allow creative and productive strategies to emerge naturally into conscious awareness. Creative, effective, and mindful problem solving allows for strategies/ideas to be borne out of your authentic self … from your innermost sense of values , intuition, and alert wisdom.

(4) View the consequences of your strategies

At this step in the problem solving process, you have clearly stated the problem, come up with three possible solutions (think of them as solutions A, B, & C), and at least 10 possible strategies for each. Now that you are equipped with at least 30 problem-solving strategies, you are prepared to narrow down that list as you evaluate the potential (realistic) consequences of putting them into action.

• Look at the three lists of strategies you created for solutions A, B, and C. Notice which solution has generated the most strategies that appear to have the greatest chances of actually  succeeding.
• After you mindfully evaluate which of the three lists contains strategies that seem most effective (likely to bring about the desired outcome), choose the solution that you believe has the greatest chance of bringing success.
• Using the solution you chose (A, B, or C), begin to narrow down the strategies to three. These three strategies should be the best strategies for that particular solution; bear in mind you can always combine a few strategies into an even more powerful one. During the process of narrowing down your list, cross out any ideas that strike you as exceedingly unrealistic or not aligned with your true values or authentic self.
• In order to evaluate the consequences of each strategy, reflect on how each may positively and negative impact yourself, others, and your short-term/long-term goals.
• Write down each of your three narrowed down strategies in specific terms and list the positive and negative consequences in two columns underneath each strategy.
• If the best strategy does not become readily apparent to you at this point, try rating the positive and negative consequences for each of the three strategies on a scale of 1 to 4 (1 = not too important or significant, 4 = very important or significant).
• You can now go through all three strategies and add up those scores. The idea is that the most effective strategy is the one with the highest positive/lowest negative consequence score.
• If you feel at peace and content with the strategy that yielded the greatest positive consequences for yourself/others and your short-term/long-term goals, carry this knowledge and confidence with you to the final step of this problem-solving process.

(5) Evaluate your results

Now that you have selected the best strategy as a result of your deliberate, focused, and mindful process of problem solving, the time has come to put that strategy into action . It is time to take your carefully selected strategy and break it down into simple, specific, realistic steps that you will commit to enacting. Remember to insert different/specific words into the following example that allow you to connect this final step to the personal problem you are currently facing. A specific example of breaking down your chosen strategy into concrete steps can be found at step five of the following example.

General example of final outcome – “Five steps of effective and mindful problem solving” :

(1) Problem : “I’m at a major crossroads in my life and don’t know what to do.”

(2) Best solution – based on which of the three primary solutions generated the most effective list of strategies: “Figure out better ways to respond when I feel confused or frozen by the problem.”

(3) Best strategy – based on greatest/realistic chances of success and mindful weighing of potential consequences: “Practice mindfulness meditation , emotion regulation exercises , & interpersonal assertiveness .”

(4) Awareness of consequences  – accurate recognition of short-term/long-term consequences to yourself/others based on enacting the best strategy: “ Positive : feel more centered/relaxed/in touch with my authentic experience, increased ability to effectively identify/respond to emotions in myself and others, & increased confidence in ability to take a stand and speak my true feelings with healthy assertiveness ; Negative : fears of becoming lost within the process of meditation, temporary discomfort with allowing and responding to uncomfortable emotions authentically, & potential that expressing authentic thoughts/feelings may cause short-term/long-term hurt to others.”

(5)   Evaluate & break down strategy into manageable steps  – consider desired actions based on chosen strategy and commit to specific steps you will take toward putting that strategy into action: “Read about simple mindfulness exercise s and set aside 20 minutes each morning/evening to practice, write out specific emotion regulation coping skills onto flashcards and practice using them when feeling calm/centered as well as during times of emotional distress, & learn about interpersonal effectiveness and assertiveness skills – actively practice clearly stating thoughts, feelings, and needs on a daily basis.”

P roblem solving becomes significantly easier and less intimidating when you take a proactive approach toward solving the problem and become mindfully attuned with your authentic inner experience (focusing less on what others may think, want, or do as you determine what you  are feeling). Give yourself the opportunity go through this type of deliberate, thoughtful, and wise process of reaching healthy resolutions to your problems.

Remember that even when taking a mindful approach, problems aren’t always solved in the first, second, or even third attempts. This is because there are so many unknowns inherent within life’s mysteries and the only person’s behaviors you can ultimately control are your own. If your initial attempts at problem solving go awry, choose to reframe that perceived failure as a learning opportunity and a valuable chance to do things differently next time. The sooner you start taking active steps toward solving problems and recognize what works and what doesn’t work… the sooner you can shed the heavy robes of indecision and emotional paralysis and begin to live your most authentic life.

– – – – – – – – – – – – – – – – – – – – – – – – – – – – – – – – – – – – – – – – – – – – – – – – – – – – – – – – – – – – – – – – –

Wood, J.C. (2010). The cognitive behavioral therapy workbook for personality disorders.  Oakland, CA: New Harbinger Publications, Inc.

Featured image: For What It’s Worth by Adam Swank / CC BY-SA 2.0

About Laura K. Schenck, Ph.D., LPC

I am a Licensed Professional Counselor (LPC) with a Ph.D. in Counseling Psychology from the University of Northern Colorado. Some of my academic interests include: Dialectical Behavior Therapy, mindfulness, stress reduction, work/life balance, mood disorders, identity development, supervision & training, and self-care.

Extremely helpful, Laura. Thank you so much.

I would so enjoy seeing more about problem-solving and decision-making.

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Problem-Solving Strategies and Obstacles

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• Application
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From deciding what to eat for dinner to considering whether it's the right time to buy a house, problem-solving is a large part of our daily lives. Learn some of the problem-solving strategies that exist and how to use them in real life, along with ways to overcome obstacles that are making it harder to resolve the issues you face.

What Is Problem-Solving?

In cognitive psychology , the term 'problem-solving' refers to the mental process that people go through to discover, analyze, and solve problems.

A problem exists when there is a goal that we want to achieve but the process by which we will achieve it is not obvious to us. Put another way, there is something that we want to occur in our life, yet we are not immediately certain how to make it happen.

Maybe you want a better relationship with your spouse or another family member but you're not sure how to improve it. Or you want to start a business but are unsure what steps to take. Problem-solving helps you figure out how to achieve these desires.

The problem-solving process involves:

• Discovery of the problem
• Deciding to tackle the issue
• Seeking to understand the problem more fully
• Researching available options or solutions
• Taking action to resolve the issue

Before problem-solving can occur, it is important to first understand the exact nature of the problem itself. If your understanding of the issue is faulty, your attempts to resolve it will also be incorrect or flawed.

Problem-Solving Mental Processes

Several mental processes are at work during problem-solving. Among them are:

• Perceptually recognizing the problem
• Representing the problem in memory
• Considering relevant information that applies to the problem
• Identifying different aspects of the problem
• Labeling and describing the problem

Problem-Solving Strategies

There are many ways to go about solving a problem. Some of these strategies might be used on their own, or you may decide to employ multiple approaches when working to figure out and fix a problem.

An algorithm is a step-by-step procedure that, by following certain "rules" produces a solution. Algorithms are commonly used in mathematics to solve division or multiplication problems. But they can be used in other fields as well.

In psychology, algorithms can be used to help identify individuals with a greater risk of mental health issues. For instance, research suggests that certain algorithms might help us recognize children with an elevated risk of suicide or self-harm.

One benefit of algorithms is that they guarantee an accurate answer. However, they aren't always the best approach to problem-solving, in part because detecting patterns can be incredibly time-consuming.

There are also concerns when machine learning is involved—also known as artificial intelligence (AI)—such as whether they can accurately predict human behaviors.

Heuristics are shortcut strategies that people can use to solve a problem at hand. These "rule of thumb" approaches allow you to simplify complex problems, reducing the total number of possible solutions to a more manageable set.

If you find yourself sitting in a traffic jam, for example, you may quickly consider other routes, taking one to get moving once again. When shopping for a new car, you might think back to a prior experience when negotiating got you a lower price, then employ the same tactics.

While heuristics may be helpful when facing smaller issues, major decisions shouldn't necessarily be made using a shortcut approach. Heuristics also don't guarantee an effective solution, such as when trying to drive around a traffic jam only to find yourself on an equally crowded route.

Trial and Error

A trial-and-error approach to problem-solving involves trying a number of potential solutions to a particular issue, then ruling out those that do not work. If you're not sure whether to buy a shirt in blue or green, for instance, you may try on each before deciding which one to purchase.

This can be a good strategy to use if you have a limited number of solutions available. But if there are many different choices available, narrowing down the possible options using another problem-solving technique can be helpful before attempting trial and error.

In some cases, the solution to a problem can appear as a sudden insight. You are facing an issue in a relationship or your career when, out of nowhere, the solution appears in your mind and you know exactly what to do.

Insight can occur when the problem in front of you is similar to an issue that you've dealt with in the past. Although, you may not recognize what is occurring since the underlying mental processes that lead to insight often happen outside of conscious awareness .

Research indicates that insight is most likely to occur during times when you are alone—such as when going on a walk by yourself, when you're in the shower, or when lying in bed after waking up.

How to Apply Problem-Solving Strategies in Real Life

If you're facing a problem, you can implement one or more of these strategies to find a potential solution. Here's how to use them in real life:

• Create a flow chart . If you have time, you can take advantage of the algorithm approach to problem-solving by sitting down and making a flow chart of each potential solution, its consequences, and what happens next.
• Recall your past experiences . When a problem needs to be solved fairly quickly, heuristics may be a better approach. Think back to when you faced a similar issue, then use your knowledge and experience to choose the best option possible.
• Start trying potential solutions . If your options are limited, start trying them one by one to see which solution is best for achieving your desired goal. If a particular solution doesn't work, move on to the next.
• Take some time alone . Since insight is often achieved when you're alone, carve out time to be by yourself for a while. The answer to your problem may come to you, seemingly out of the blue, if you spend some time away from others.

Obstacles to Problem-Solving

Problem-solving is not a flawless process as there are a number of obstacles that can interfere with our ability to solve a problem quickly and efficiently. These obstacles include:

• Assumptions: When dealing with a problem, people can make assumptions about the constraints and obstacles that prevent certain solutions. Thus, they may not even try some potential options.
• Functional fixedness : This term refers to the tendency to view problems only in their customary manner. Functional fixedness prevents people from fully seeing all of the different options that might be available to find a solution.
• Irrelevant or misleading information: When trying to solve a problem, it's important to distinguish between information that is relevant to the issue and irrelevant data that can lead to faulty solutions. The more complex the problem, the easier it is to focus on misleading or irrelevant information.
• Mental set: A mental set is a tendency to only use solutions that have worked in the past rather than looking for alternative ideas. A mental set can work as a heuristic, making it a useful problem-solving tool. However, mental sets can also lead to inflexibility, making it more difficult to find effective solutions.

How to Improve Your Problem-Solving Skills

In the end, if your goal is to become a better problem-solver, it's helpful to remember that this is a process. Thus, if you want to improve your problem-solving skills, following these steps can help lead you to your solution:

• Recognize that a problem exists . If you are facing a problem, there are generally signs. For instance, if you have a mental illness , you may experience excessive fear or sadness, mood changes, and changes in sleeping or eating habits. Recognizing these signs can help you realize that an issue exists.
• Decide to solve the problem . Make a conscious decision to solve the issue at hand. Commit to yourself that you will go through the steps necessary to find a solution.
• Seek to fully understand the issue . Analyze the problem you face, looking at it from all sides. If your problem is relationship-related, for instance, ask yourself how the other person may be interpreting the issue. You might also consider how your actions might be contributing to the situation.
• Research potential options . Using the problem-solving strategies mentioned, research potential solutions. Make a list of options, then consider each one individually. What are some pros and cons of taking the available routes? What would you need to do to make them happen?
• Take action . Select the best solution possible and take action. Action is one of the steps required for change . So, go through the motions needed to resolve the issue.
• Try another option, if needed . If the solution you chose didn't work, don't give up. Either go through the problem-solving process again or simply try another option.

You can find a way to solve your problems as long as you keep working toward this goal—even if the best solution is simply to let go because no other good solution exists.

Sarathy V. Real world problem-solving .  Front Hum Neurosci . 2018;12:261. doi:10.3389/fnhum.2018.00261

Dunbar K. Problem solving . A Companion to Cognitive Science . 2017. doi:10.1002/9781405164535.ch20

Stewart SL, Celebre A, Hirdes JP, Poss JW. Risk of suicide and self-harm in kids: The development of an algorithm to identify high-risk individuals within the children's mental health system . Child Psychiat Human Develop . 2020;51:913-924. doi:10.1007/s10578-020-00968-9

Rosenbusch H, Soldner F, Evans AM, Zeelenberg M. Supervised machine learning methods in psychology: A practical introduction with annotated R code . Soc Personal Psychol Compass . 2021;15(2):e12579. doi:10.1111/spc3.12579

Mishra S. Decision-making under risk: Integrating perspectives from biology, economics, and psychology . Personal Soc Psychol Rev . 2014;18(3):280-307. doi:10.1177/1088868314530517

Csikszentmihalyi M, Sawyer K. Creative insight: The social dimension of a solitary moment . In: The Systems Model of Creativity . 2015:73-98. doi:10.1007/978-94-017-9085-7_7

Chrysikou EG, Motyka K, Nigro C, Yang SI, Thompson-Schill SL. Functional fixedness in creative thinking tasks depends on stimulus modality .  Psychol Aesthet Creat Arts . 2016;10(4):425‐435. doi:10.1037/aca0000050

Huang F, Tang S, Hu Z. Unconditional perseveration of the short-term mental set in chunk decomposition .  Front Psychol . 2018;9:2568. doi:10.3389/fpsyg.2018.02568

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By Kendra Cherry, MSEd Kendra Cherry, MS, is a psychosocial rehabilitation specialist, psychology educator, and author of the "Everything Psychology Book."

Building future workplaces

5 Simple Steps to Effective Problem Solving

The ability to solve problems is a crucial skill in the modern workplace. It can make the difference between success and failure, and it can help you navigate the complexities of a fast-paced environment. But what exactly is effective problem solving? And how can you develop the skills needed to solve problems efficiently and effectively?

Effective problem solving involves several key steps that can help you identify the root cause of a problem, develop a plan of action, and implement that plan to achieve a successful outcome . Here are five simple steps you can take to develop your problem-solving skills and tackle any challenge that comes your way in the workplace.

Introduction

Have you ever found yourself in a situation where you’re faced with a workplace problem, and you’re not sure where to start? Whether it’s a customer complaint, a team conflict, or a project delay, it’s essential to address it promptly to maintain productivity and morale. In this article, we’ll provide practical steps that can help you effectively solve problems at your workplace.

Step 1: Define the Problem

The first step in effective problem solving is to define the problem clearly. Take the time to analyze the issue and gather as much information as possible. It’s crucial to identify the cause of the problem and its impact on your team or organization. For example, if a team member is underperforming, it’s essential to understand the root cause of the issue and how it’s affecting the team’s productivity. Is it a lack of training, motivation, or resources? Are there external factors, such as personal issues or workload, that are affecting their performance?

Once you have a clear understanding of the problem, you can begin to develop a plan of action to address it. It’s important to involve all stakeholders in this process, including those who are directly affected by the problem, to ensure that you have a complete picture of the situation. Involving others in the process can also help you gain different perspectives and insights, which can be valuable in developing an effective solution.

Step 2: Brainstorm Possible Solutions

After identifying the problem, the next step is to brainstorm possible solutions. It’s important to be creative and come up with as many solutions as possible, even if they seem unrealistic or impractical. Brainstorming can be done individually or in a group setting, where team members can bounce ideas off each other. In a group setting, it’s important to create an open and safe environment where everyone feels comfortable sharing their ideas. Remember to focus on generating ideas, without evaluating or criticizing them during the brainstorming session.

Once you have a list of possible solutions, evaluate each one based on their feasibility, potential impact, and costs. It’s important to consider the pros and cons of each solution before selecting the most appropriate one. Keep in mind that the solution may not be perfect, but it should be the best one available given the resources and constraints. By considering different options, you can increase the chances of finding an effective solution that addresses the problem.

Step 3: Evaluate the Solutions

When evaluating the solutions, it’s important to keep an open mind and consider different perspectives. Seek feedback from other team members or colleagues who may have a different point of view. It’s also important to consider the long-term effects of each solution, rather than just the immediate impact. For instance, while changing the project scope may seem like a quick fix to a delayed project, it could cause further delays or even impact the project’s success in the long run.

During the evaluation process, it’s essential to prioritize solutions based on their impact on the problem and their feasibility. Consider the resources, time, and effort required to implement each solution. Some solutions may be quick fixes that can be implemented immediately, while others may require more planning and preparation. It’s important to choose a solution that addresses the problem effectively while also being feasible to implement within the given resources and timeframe.

It’s also important to remember that not all solutions may work as expected. Be prepared to modify or pivot to a different solution if the initial solution does not yield the desired results. Additionally, ensure that the chosen solution aligns with the company’s policies and values and does not violate any ethical standards.

Step 4: Implement the Solution

Implementing the chosen solution requires careful planning and execution. The team needs to work together to ensure that the solution is implemented smoothly and efficiently. The plan should include a timeline, specific tasks, and deadlines. Assigning roles and responsibilities to each team member is crucial to ensure that everyone understands their role in the implementation process.

Effective communication is also essential during the implementation phase. The team should communicate regularly to discuss progress, identify any obstacles, and adjust the plan if necessary. For example, if the team decides to implement a new customer service strategy, they should train the customer service team, provide them with the necessary tools, and communicate the new strategy to customers.

It’s also important to track the progress of the implementation to ensure that everything is on track. Regular check-ins can help identify any problems early on and provide an opportunity to address them before they become bigger issues.

Step 5: Monitor and Adjust

Monitoring and adjusting the solution is crucial in ensuring that the problem is fully resolved. It’s essential to track the progress of the solution and evaluate its effectiveness. If the solution is not working as planned, it’s important to adjust it accordingly. This step requires flexibility and open communication among team members.

For example, if the team decided to adjust the project timeline, they should monitor the progress regularly and make adjustments if necessary. They should also communicate any changes to the stakeholders involved in the project. If the new timeline is not working, the team should be open to making further adjustments, such as revising the project scope or adding more resources.

Feedback plays a vital role in this step. It’s important to gather feedback from team members and stakeholders to ensure that the solution is meeting their needs. Feedback can also help identify any potential issues that may arise and allow the team to address them promptly.

Learning from mistakes is also an important aspect of effective problem solving. Every problem presents an opportunity to learn and grow. By reflecting on the process and the outcome, team members can identify areas for improvement and apply them in future problem-solving situations.

So, there you have it – a five-step process to solve any workplace problem like a pro! Whether it’s a pesky customer complaint, a tricky team conflict, or a stubborn project delay, you can tackle it with ease.

Remember, the first step is to define the problem – analyze it, gather information, and understand the root cause. Next, brainstorm possible solutions, even if they seem unrealistic or impractical. Get creative and come up with as many solutions as possible!

After that, evaluate the solutions by identifying their pros and cons, and choose the one that’s most feasible and practical. Make sure to consider the potential risks and benefits of each solution. Then, it’s time to implement the most practical solution. Develop a plan, communicate it to everyone involved, and assign roles and responsibilities.

Last but not least, monitor the progress and adjust the solution if necessary. Keep track of the progress and be open to feedback. Remember, learning from your mistakes is the key to success!

So, the next time you face a workplace problem, take a deep breath and follow these simple steps. You’ll be able to find a solution that works for everyone and become a valuable asset to your team or organization. With effective problem solving skills, you can maintain productivity, boost morale, and achieve success!

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Five Steps To Create a Problem-Solving Process (Plus Tips!)

8 min read · Updated on August 31, 2023

Conquering workplace challenges fuses strategy and art

Sometimes, it can seem that obstacles are as prevalent as opportunities. When you're good at solving problems, though, you have the power to navigate issues with relative ease. In fact, problem solving is more than a skill - it's a tool that you can use to fuel career growth and success. 

As an effective problem solver, you use innovative thinking, demonstrate leadership, and build resilience and confidence. Often, the people you work with come to trust that you're the person to go to when there's a challenge. This could be just the stepping stone you need to move into a leadership role . 

Of course, problems range in complexity depending on your industry. But by having a five-step problem-solving process in place, you can enhance both efficiency and effectiveness. In this article, we'll explore tips to help you master the skill, strategy, and art of problem solving.

Identify, analyze, resolve, execute, evaluate

What's the definition of problem solving? It's quite simple. You have to come up with solutions to challenges or issues. 

The first step to fixing any problem is recognizing that there is one. Then the trick is to engage with each step of the problem-solving process to incorporate analytical thinking , adaptability, and collaboration skills to build a framework for addressing challenges and driving positive outcomes. 

Step 1: Identify

Identifying the problem may be simple, or it could be a detailed cognitive process that breaks the issue into manageable components. Either way, what you do during the identify step of the problem-solving process sets the stage for the next steps in problem solving. 

Step 2: Analyze

Consider underlying factors and devise strategies. Here's where the art part of your problem-solving strategy becomes important. As you gather details about the problem, employ critical thinking to uncover the root causes and potential implications. 

Step 3: Resolve

Once you have a thorough understanding of the issue, it's time to get creative. Develop some reasonable solutions that are aligned with the capabilities of your team and the mission, vision, and values of your company. Your problem-solving method could involve any one of the following - or even a combination of several:

Encourage your team to learn new technologies

Reallocate some resources

Restructure organizational elements

Draft new operating procedures

Implement brainstorming sessions

Develop metrics 

Step 4: Execute

After you've outlined the solutions and decided which ones you think will resolve the problem, it's time to put them into place. The execution phase is the bridge between theory and practice. 

Translate the solutions into actionable steps that produce tangible results

Clearly communicate the actionable steps to the relevant stakeholders - your team, colleagues, or managers

Delegate tasks based on team member acumen

Empower those you delegate tasks to by fostering a sense of ownership

Track the progress of your solutions

Overcome challenges, including unforeseen obstacles and stakeholder resistance

Step 5: Evaluate

Just because you think you solved the problem doesn't mean you actually did. It's critical to double-check your work and make sure there are no hiccups. Here's a list of 10 evaluative questions you can work through, to ensure that your problem-solving solutions were impactful:

Did the solutions effectively address the root cause of the problem?

Do you see the desired results? 

What impact can you see on your team or the company?

Has there been a noticeable enhancement in efficiency, productivity, or overall performance?

Have any unintended consequences or new challenges arisen as a result of the implemented solution?

Can the solution be sustained in the long term, or is it a short-term fix?

Have stakeholders, such as team members or customers, reported positive experiences or feedback?

Have the predefined performance metrics and goals been achieved or exceeded?

Are there any new aspects of the problem that emerged after implementing the solution?

Which aspects of the solution would you retain and which would you modify?

When you reflect on the outcome of your problem solving strategies, you not only validate the effectiveness of your approach but you can also find insights for continuous improvement and refinement for future endeavors. 

Problem solving isn't just for leaders

Sometimes, it seems that only managers and senior executives can engage in effective workplace problem solving. That's simply not the case. It doesn't matter if you're a fresher who's just graduated college or someone with decades of experience, you can employ problem-solving techniques and become a master problem solver. 

You've likely heard of hard skills and soft skills ; you may have even seen problem solving lumped in with other soft skills. There are three essential soft skills you'll need to be good at to solve workplace problems:

Analytical thinking

Adaptability, collaboration.

Let's start with a foundational problem-solving skill. Analytical thinking is something you'll use in every step of your five-step problem-solving process, from identifying the problem to coming up with and executing solutions and measuring the success of those solutions. Being able to analyze trends, anticipate shifts, and make informed decisions along the problem-solving path, you'll be assured of success. 

A real-world example: Sally is a new graduate and has secured her first job. After a few days at work, she wants to start making a name for herself by identifying a dip in sales. She dissects the customer engagement data and finds there has been a shift in consumer preferences. She knows that a new targeted marketing strategy could re-engage customers and bring sales back up. 

Toss aside any notions that the plans you set into place to solve a problem are set in stone. They're not! Being able to make course corrections to change outcomes is at the heart of being adaptable . This soft skill becomes more and more important every day because of how quickly things change in business. Technology advances, economic fluctuations come into play, and unforeseen global events can wreak havoc on the best-laid problem-solving solutions. Think about how adaptable people had to be a few years ago when Covid shut the world down – there were tons of never-before-faced problems that ultimately got solved. 

A real-world example : John has been employed in the technology sector for a little over 20 years. He's achieved the coveted role of CTO and found himself overseeing a team that had to transition into remote work. Because he's kept up with emerging technologies and the latest trends, he sets up processes that allow his team to enjoy a seamless shift with minimal impact on productivity.

When you have a problem-solving project in front of you, you'll often have to get people involved to help you to execute the solutions you come up with. Effective communication , organizational synergy, and a harmonious fusion of experiences can lend fresh insights to problem solving. 

A real-world example: Marcus is involved in a complex project involving supply chain optimization. He works with geographically-dispersed stakeholders of all levels and has become an expert at pooling together specialized knowledge to create holistic solutions. 

How do great problem-solving skills affect your career goals?

Challenges in life and at work are inevitable; by aligning your problem-solving skills with your career goals, not only will you be able to overcome immediate challenges, but you'll also cultivate a powerful tool for your job search toolkit. When you're good at solving problems and can show that you're good at it through accomplishment statements on your resume, your career trajectory will likely be positively impacted. In fact, there are several success stories that prove the journey to excellence is marked by innovative problem solving. Here are just a few:

Elon Musk: Musk's SpaceX faced immense challenges in developing reusable rockets. His innovative, problem-solving approach led to breakthrough solutions, revolutionizing space travel.

Indra Nooyi: As the former CEO of PepsiCo, Nooyi tackled the declining demand for sugary beverages by diversifying the product portfolio and focusing on healthier options, showcasing adaptability and strategic problem solving.

Nelson Mandela: Mandela's ability to collaborate across racial divides and negotiate solutions was instrumental in ending apartheid in South Africa.

Grace Hopper: A computer science pioneer, Hopper's analytical thinking led to the development of the first compiler, revolutionizing programming.

An invaluable asset

As you progress in your career, your skill in resolving a problem will set you apart from the rest of the job-seeking crowd as an invaluable asset. Whether you're identifying opportunities for growth, addressing operational inefficiencies, or strategizing through crises, the ability to solve problems creatively and effectively can become one of the key drivers for the advancement of your career. Essentially, strong problem-solving skills empower you to overcome challenges, seize opportunities, and carve a path of consistent achievement in your professional journey.

TopResume can help you to showcase exceptional problem-solving skills on your resume. Why not submit yours for a free resume review today, to make sure that you're giving this skill the prominence it deserves?

Recommended reading:

How to List Problem Solving Skills on a Resume

Divergent Thinking: Should You Include This Skill on Your Resume?

Higher Order Thinking Explained

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5 Steps to Make your Problem-Solving Process Easier

No matter what kind of job you have, the chances of a problem arising at some point is almost inevitable. If the problem isn’t taken care of immediately with proper action, it could potentially get worse. No one wants to be in a hostile work environment, so it’s crucial to be aware of how to properly solve an issue.

What is Problem Solving?

Before we can even begin to explain what problem-solving is, we need to define what a problem is. A problem is any type of disturbance from normality that is hindering progress. A problem can be time-consuming and energy wasting. They can be as little as a disagreement, to as big as a miscommunication that costs millions of dollars to fix.

One problem-solving technique is determining whether it prevents you from reaching your goal. No matter the issue’s size, it can be solved by identifying it, gathering possible solutions, choosing the best possible one, and implementing it. That’s commonly known as the problem-solving process. If a company neglects any problems in the workplace, they could potentially get worse and cause significant problems.

Problem-solving can be the difference between a business succeeding or failing. According to Forbes.com , some common barriers that will prevent companies from being successful problem-solvers include the inability to see a problem, lack of respect, and failure to include all parts involved with the problem, among others.

Problem-solvers need some specific skills, like being able to do research and make both rational and emotionally intelligent decisions. Risk management is another skill that’s imperative to making a successful decision. Your team should all be able to work together in the problem-solving process.

In fact, in 2013, the Association of American Colleges and Universities released a report claiming that 93 percent of employers agree, “a candidate’s demonstrated capacity to think critically, communicate clearly, and solve complex problems is more important than their undergraduate major.”

Here are a few more problem-solving skills:

• Team building
• Effective communication
• Active listening
• Brainstorming

There are many benefits to problem-solving in an organization. For one thing, it creates a hostility-free environment that encourages everyone to speak their mind when a problem occurs. Resolving problems together as a team can foster team building. Problem-solving can also empower a workforce and make its members more confident. If an entire organization can problem-solve efficiently, they can spend their time more wisely.

5 Steps to Better Problem-Solving

Step 1: identify the problem.

As obvious as it may sound, the first step in the problem-solving process is to identify the root of the issue. However, the problem isn’t always easily identifiable and might require some extra analysis to get the source. One way you can identify a problem is by using Toyota’s “Five Whys” technique . In the event of a problem, ask yourself the five whys:

By asking yourself these questions, you’ll discover where the problem is coming from. If that isn’t enough, here are three steps you can take to better identify a problem:

Explore the situation : Expand on the problem to try to get to the bottom of it. If an individual is the problem’s source, try putting yourself in their shoes.

Draft a problem statement : Reduce the problem into the simplest of terms and put it down on paper. This can help you gather and organize your thoughts.

Try to answer the question : “Why is this current situation a problem?” Once you’ve boiled it down to one source, you’ll be able to better assess the situation.

Let’s use a coffee shop as an example. Say the coffee shop has slowly been losing business in the last quarter, despite being very successful in the past few months. The owner wants to better understand why they’re suddenly losing business.

First, they explore the situation and look at all the possible reasons for why this is happening. They look at their employees, their daily routines, and training procedures. They also observe the local competition and the regional factors, like the fact that they’re located in a college town.

After looking at every single possible reason, the owner figures out what’s causing the problem and writes it down: It’s the summer and most of their student clientele are away for the summer. Finally, the owner answers the question, “Why is this current situation a problem?” Then after further evaluation, they realize the problem is a limited market and that they must expand to get more business.

Step 2: Generate Potential Solutions

The next step is to create a list of possible solutions. Start by brainstorming some potential answers, either individually or in a group setting. The latter is recommended, because when you have more input, you get more perspectives that can lead to unique solutions.

Here are some other methods to create solutions:

Means-End Analysis : An artificial intelligence analysis that finds the best possible way of attaining a goal.

Plan Do Study Act Model : Also known as the PDSA Model. This is the shorthand version of the problem-solving method, where you start with planning, test the theory, study the results, and act based upon observations . This process is done several times.

Root Cause Analysis : This method is used to get to the root of the problem. Its four steps are to identify the problem, establish a timeline, distinguish between root causes and other factors, and create a cause graph.

Lean Prioritization Method : This method is created within a two-by-two matrix, with the X and Y-axis ranging from low to high. The X-axis is labeled as “effort”, while the Y-axis is labeled “value.” Inside the matrix, label the four squares with:

• And time sinks

Evaluate the problems and situations and put them in the appropriate categories to figure out where to focus your attention.

Step 3: Choose One Solution

Once a list of possible solutions has been made, it’s time to put your decision-making skills to the test. To find the best solution for the problem, analyze every possible resolution and decide which is best for your situation.

Before making a decision, consider the potential solution’s efficacy, practicality, timeliness, resources, and cost. Narrow your choices down with the process of elimination and with a risk manager’s input. Like brainstorming, choosing a solution doesn’t have to be done alone.

Step 4: Implement the Solution You’ve Chosen

Now that you’ve chosen a solution, it’s time to implement it throughout the necessary departments, areas, or people. On average, it takes about 66 days for a new habit to become automatic, according to a study published in the European Journal of Social Psychology. In other words, change doesn’t happen overnight. To make a new change to any business, planning, patience, and persistence are all required.

Planning : Timing is everything. When a company implements a new strategy, they often take a lot of time to implement the new idea. Decide on clear goals, address any issues or possible obstacles, and create a plan. It’s also critical to practice proper communication skills across the entire organization so that everyone knows what’s expected.

Patience : Change is scary and not everyone is going to accept it, that’s why it’s important to stay patient throughout this process. Try implementing the plan little by little so that employees aren’t overwhelmed. Encourage each other and make sure everyone understands the intention behind this change, and that everyone is participating in making it possible.

Persistence : Continuous application and monitoring of these changes are crucial. Make sure all of your employees are practicing the changes every week so they become the norm.

Step 5: Evaluate Results

The final part of the problem-solving process is to analyze the results. This can be done after a couple of weeks, months, or years, depending on what you’re trying to achieve. It’s important to remember why this problem started in the first place and how it affected the company. Ask yourself any of the following questions to better evaluate results:

• Are any of our processes being interrupted by the previous problem?
• Have any new problems arisen since we started this process?
• Is there a possibility the issue can return?
• Is everyone aware of the original problem, the solution created, and why it was created?
• Do you need to change any policy, procedure, or personnel to avoid this from happening again?

Sometimes, it’s necessary to start the process completely over. To make the problem-solving process easier, it’s best to simplify the solution as much as possible. Try to focus on the solution rather than the problem. Be positive, open-minded, and willing to make the change. With enough practice, any problem can be solved.

Problems will always occur no matter what situation you’re in, so it’s important to know how to conquer them before they get out of hand. Do you want to learn more about the process of problem-solving and how you can apply it to fix your company’s issues?

You can learn about different strategies that will help alleviate any workplace problems in KnowledgeCity’s course on Problem Solving in 5 Easy Steps . Use this information to take control of any problems that crop up at work.

• About the author
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Thanks for this terrific article! I am a mentor to undergraduate students and I was researching problem solving philosophies, methodologies, and techniques. This was a perfect resource! I like the way that you provided practical examples and also provided various methodologies and systems for problem solving. I think that’s always good to provide people options as certain methodologies may be best geared for certain disciplines, industries, or situations.

I took special note of these key quotes:

“because the more input, the better, simply because different perspectives can lead to different solutions.”

“It’s important to remember why this problem started in the first place and how it was affecting the company.”

Thanks again for making this great information publicly available.

Clifford Thornton

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5 Steps to Solving the Problems With Your Problem Solving

Follow this five-step process for defining your root problem, breaking it down to its core components, prioritizing solutions, conducting your analysis, and selling your recommendation internally..

Give me a problem, I solve it. That's how entrepreneurs work, right? We're problem solvers by nature.

That's great in theory, but here's the thing: How do you know that you're working on the right problem? That you haven't overlooked the root cause? That your chosen solutions are the ones with the highest potential impact?

Answering these questions is actually pretty easy. All you have to do is follow five simple steps. If you're rigorous about the problem-solving method you use, I promise you'll improve your chances of solving the right problem, generating solutions that address the true root cause, and selecting the ideas with the greatest impact.

How can I guarantee it will work? I've personally used these five steps for almost 15 years, and I’ve been teaching structured problem solving for a long time.

Step 1: Pin the Problem

Clearly define the issue at hand. Look at the problem from multiple perspectives . What would your CEO identify as the problem? Your customers? Your front-line associates? You get the picture. Problems look different to different people.

Also, look at causality. All of us have solved a symptom without curing the real disease. When you fix a symptom, the root problem doesn't go away--it simply manifests as a new symptom. Be sure to understand causality. Once you've looked through different lenses and found root causes, you should have a clearly defined problem.

Step 2: Identify the Issues

Start breaking down the problem into subcomponents. For example, your profit problem breaks down into revenue issues and cost issues. The revenue side breaks down further into price and volume issues. On the other side, you've got fixed-cost, variable-cost, and semi-variable-cost issues. As you break the problem down and identify all the possible issues, your odds of finding the true root cause skyrocket. This process also lends structure to your problem solving so you can be deliberate in your investigation and analysis.

Step 3: Generate Hypotheses and Prioritize Proving Them

Once you've laid out all the issues, start thinking about ways to solve each one. Don't actually begin putting solutions into action--just identify possible solutions for each issue. Those possible solutions become the hypotheses you're going to prioritize, analyze, and evaluate. For example, if you have a volume issue on the revenue side of things, you might suggest entering new markets, launching a new product, or expanding distribution channels. All those ideas focus primarily on driving volume. Those are your four initial hypotheses for that particular issue.

Once you've constructed a full list of hypotheses that could solve all the issues, you need to prioritize your efforts. There’s so much waste in our current problem-solving methods because we go out and try to prove or disprove every hypothesis instead of focusing on the ones that could have the biggest ROI.

Use the 80/20 method. Do some rough calculations to see which idea might be the biggest. Don't set out to prove or disprove every hypothesis. Focus your efforts on the ones that could be the most meaningful.

Step 4: Conduct Your Analysis

You can stop twitching now--we finally get to open Excel. But again, the analysis is a focused effort designed to prove or disprove your primary hypothesis. If you prove it's a valuable solution, you'll have some impact and then move on to the next most likely idea. Ring the cash register, folks. You may not find the biggest idea on the first shot but at least you're making a contribution (unlike those folks who analyze everything but implement nothing ).

Remember--you don't need all the analysis. You need the right analysis. If you can focus your efforts on proving or disproving your primary hypothesis, you'll be more efficient and get to answers quickly versus getting stuck in the muck of analysis paralysis.

Step 5: Advance Your Answer

Now you need to start selling that recommendation so it gets implemented. Begin by transforming that hypothesis into a clearly worded recommendation. Have the core analyses required to prove your case and not one bit more. People aren't impressed by your million spreadsheets. They're impressed when you can pull out two or three core analyses that prove your case.

Once you've defined that recommendation, put it into a logical, clear storyline. Help your audience understand what the problem is, why we need to solve it, and how your recommendation saves the day.

There you go!

Five easy steps for solving even the most complex problems. Note that the method is about clarity, focus, simplicity, and elegance. It's not an Excel competition. It's about who can crack the biggest problems the fastest and also who can crack the most problems in the shortest period of time. I know it seems simple, but the discipline takes a long time to acquire .

So what are the biggest challenges you face in your problem solving?

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5-step problem solving for young children.

• Solves Problems Peacefully

Even young children can be taught to solve their problems peacefully with these 5 steps: 

Step One: How do you feel? Calm down. – Often when we encounter a problem, we feel frustrated or angry. Before we can solve our problem, we need to know how we are feeling and calm down. There are different ways to calm down; we could take a break, take three deep breaths, use " milkshake breathing [ 1 ] ".

Step Two: What is the Problem? – We need to know what the problem is before we can solve it. Why do you feel angry or upset? Remember this problem belongs to you, not other people.

Step Three: Come up with Solutions – It is helpful to think of as many different solutions to the problem as possible. Not every solution will work. A solution might work one time but not another time. The more problems you solve, the easier it is to think of solutions.

Step Four: What would happen? – Think about what would happen if you chose each of the solutions you came up with. Is the solution safe? A safe solution means no one will be hurt or upset. Is the solution fair? How will everyone feel?

Step Five: Try the Solution – Choose a solution. Try your solution. Did it solve the problem? If the solution does not solve the problem, you can try one of the other solutions you came up with.

Lesson Plan: Solving Problems Peacefully

Background & learning outcomes:.

This activity  [ 2 ] is written for children ages 4-6 for a child care setting, preschool, kindergarten or in the home. It can be adapted, however for other ages. By teaching children basic problem solving steps and providing opportunities for them to practice this skill, children can become competent problem solvers.

• Large paper and marker for writing solution ideas

Teaching and Learning Activities:

Introduce the topic of "problems." Ask children to share problems they have had recently. You can add your own examples of problems you have had or problems you have observed in the classroom.

Explain to the children that they can become expert problem solvers by using five problem solving steps.

Introduce and briefly explain each of the problem-solving steps.

Pick an example of a problem the children shared. Work through the problem with the children using the five problem solving steps.

Step 1: How do you feel? Calm down.  Ask the children to identify how they felt or how they might feel if this problem happened to them. Ask them for suggestions to calm down. Practice ways to calm down, like taking three deep breaths.

Step 2: What is the Problem?  Ask children to describe what the problem is. Help children to reframe the problem so it is defined as their problem, not someone else’s problem. For example: “I want to use the red crayon,” instead of, “they won’t share the red crayon.”

Step 3: Come up with Solutions.  Encourage children think of as many solutions as possible. In the beginning, you may need to help them with solutions. Write down the possible solutions. The focus at this step is just to generate as many solutions as possible, not to evaluate solutions.

Step 4: What would happen?  Ask children to think what would happen next if they chose a solution. Is the solution safe? A safe solution means no one will get hurt. Is the solution fair? How will everyone feel? Have the children go through the solutions they generated and think about what would happen next. Role playing the solutions can help children understand the possible consequences.

Step 5: Try the Solution.  Have the children pick a solution to the problem. Will the problem be resolved? The chosen solution can also be role played.

Adaptations:

• Accompanying each step with a visual cue is helpful, particularly for children with limited verbal skills.
• Depending on the age and attention span of the children, practicing the problem-solving steps using an example problem can be split into different lessons. Start by introducing the five steps in the first lesson, then in each subsequent lesson, practice one step.
• Role play different solutions to problems with children to help them understand the consequences of solutions.

Follow-Up Activities:

Once children have been taught these five steps to problem solving, they need opportunities to practice using them. These follow-up activities reinforce the problem-solving steps and provide practice opportunities:

Post visuals of the problem-solving steps in the room where they are visible for children to refer to on an ongoing basis.

Return to the problem solving steps regularly. Have the children provide other examples of problems they have encountered or create hypothetical problems that are relevant to their lives. Work through these problems as a class, using the problem solving steps.

When problems arise in the classroom, remind children to use their problem solving steps and guide them through the process. As they become more competent problem solvers, they will require less assistance to work through the steps.

Role model effective problem solving for your child.

Select children’s books where the characters encounter a problem. Ask the children how the character in the story could solve their problem. Encourage a variety of solutions. Have the children act out the problem and possible solutions. Book examples include:

A Good Day  (2007) by Kevin Henkes.  Bird, Fox, Dog, and Squirrel are not starting their day off very well. However, with a little patience, they find that they are able to overcome minor setbacks in order to have a very good day after all. Ages 0-6.

Bobby vs. Girls (accidentally)  (2009) by Lisa Yee.  Bobby and Holly have been best friends for years, until a disagreement threatens to break them up for good. However, when their argument accidentally sparks a full-out war between the boys and girls in their fourth-grade class, they must come up with a way to return things to normal. Ages 6-12.  

• Conflict Resolution
• Self-Regulation
• Early Years
• Middle Years

Learn more about "milkshake breathing" and ways to teach children this and other important calming skills.

Adapted from: Joseph, G.E. & Strain, P.S. (2010). Teaching Young Children Interpersonal Problem-Solving Skills. Young Exceptional Children, 13, 28-40.

New Designs for School 5 Steps to Teaching Students a Problem-Solving Routine

Jeff Heyck-Williams (He, His, Him) Director of the Two Rivers Learning Institute in Washington, DC

We’ve all had the experience of truly purposeful, authentic learning and know how valuable it is. Educators are taking the best of what we know about learning, student support, effective instruction, and interpersonal skill-building to completely reimagine schools so that students experience that kind of purposeful learning all day, every day.

Students can use the 5 steps in this simple routine to solve problems across the curriculum and throughout their lives.

When I visited a fifth-grade class recently, the students were tackling the following problem:

If there are nine people in a room and every person shakes hands exactly once with each of the other people, how many handshakes will there be? How can you prove your answer is correct using a model or numerical explanation?

There were students on the rug modeling people with Unifix cubes. There were kids at one table vigorously shaking each other’s hand. There were kids at another table writing out a diagram with numbers. At yet another table, students were working on creating a numeric expression. What was common across this class was that all of the students were productively grappling around the problem.

On a different day, I was out at recess with a group of kindergarteners who got into an argument over a vigorous game of tag. Several kids were arguing about who should be “it.” Many of them insisted that they hadn’t been tagged. They all agreed that they had a problem. With the assistance of the teacher they walked through a process of identifying what they knew about the problem and how best to solve it. They grappled with this very real problem to come to a solution that all could agree upon.

Then just last week, I had the pleasure of watching a culminating showcase of learning for our 8th graders. They presented to their families about their project exploring the role that genetics plays in our society. Tackling the problem of how we should or should not regulate gene research and editing in the human population, students explored both the history and scientific concerns about genetics and the ethics of gene editing. Each student developed arguments about how we as a country should proceed in the burgeoning field of human genetics which they took to Capitol Hill to share with legislators. Through the process students read complex text to build their knowledge, identified the underlying issues and questions, and developed unique solutions to this very real problem.

Problem-solving is at the heart of each of these scenarios, and an essential set of skills our students need to develop. They need the abilities to think critically and solve challenging problems without a roadmap to solutions. At Two Rivers Public Charter School in Washington, D.C., we have found that one of the most powerful ways to build these skills in students is through the use of a common set of steps for problem-solving. These steps, when used regularly, become a flexible cognitive routine for students to apply to problems across the curriculum and their lives.

The Problem-Solving Routine

At Two Rivers, we use a fairly simple routine for problem solving that has five basic steps. The power of this structure is that it becomes a routine that students are able to use regularly across multiple contexts. The first three steps are implemented before problem-solving. Students use one step during problem-solving. Finally, they finish with a reflective step after problem-solving.

Problem Solving from Two Rivers Public Charter School

Before Problem-Solving: The KWI

The three steps before problem solving: we call them the K-W-I.

The “K” stands for “know” and requires students to identify what they already know about a problem. The goal in this step of the routine is two-fold. First, the student needs to analyze the problem and identify what is happening within the context of the problem. For example, in the math problem above students identify that they know there are nine people and each person must shake hands with each other person. Second, the student needs to activate their background knowledge about that context or other similar problems. In the case of the handshake problem, students may recognize that this seems like a situation in which they will need to add or multiply.

The “W” stands for “what” a student needs to find out to solve the problem. At this point in the routine the student always must identify the core question that is being asked in a problem or task. However, it may also include other questions that help a student access and understand a problem more deeply. For example, in addition to identifying that they need to determine how many handshakes in the math problem, students may also identify that they need to determine how many handshakes each individual person has or how to organize their work to make sure that they count the handshakes correctly.

The “I” stands for “ideas” and refers to ideas that a student brings to the table to solve a problem effectively. In this portion of the routine, students list the strategies that they will use to solve a problem. In the example from the math class, this step involved all of the different ways that students tackled the problem from Unifix cubes to creating mathematical expressions.

This KWI routine before problem solving sets students up to actively engage in solving problems by ensuring they understand the problem and have some ideas about where to start in solving the problem. Two remaining steps are equally important during and after problem solving.

The power of teaching students to use this routine is that they develop a habit of mind to analyze and tackle problems wherever they find them.

During Problem-Solving: The Metacognitive Moment

The step that occurs during problem solving is a metacognitive moment. We ask students to deliberately pause in their problem-solving and answer the following questions: “Is the path I’m on to solve the problem working?” and “What might I do to either stay on a productive path or readjust my approach to get on a productive path?” At this point in the process, students may hear from other students that have had a breakthrough or they may go back to their KWI to determine if they need to reconsider what they know about the problem. By naming explicitly to students that part of problem-solving is monitoring our thinking and process, we help them become more thoughtful problem solvers.

After Problem-Solving: Evaluating Solutions

As a final step, after students solve the problem, they evaluate both their solutions and the process that they used to arrive at those solutions. They look back to determine if their solution accurately solved the problem, and when time permits they also consider if their path to a solution was efficient and how it compares to other students’ solutions.

The power of teaching students to use this routine is that they develop a habit of mind to analyze and tackle problems wherever they find them. This empowers students to be the problem solvers that we know they can become.

Jeff Heyck-Williams (He, His, Him)

Director of the two rivers learning institute.

Jeff Heyck-Williams is the director of the Two Rivers Learning Institute and a founder of Two Rivers Public Charter School. He has led work around creating school-wide cultures of mathematics, developing assessments of critical thinking and problem-solving, and supporting project-based learning.

Read More About New Designs for School

The Boundless Potential of Curiosity, Caring & Doing: More Dispatches from Agastya

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• How to Overcome Challenges in Statistics Homework

How to Understand and Overcome Challenges in Statistics Homework

Solving your statistics homework can be a daunting task, but with the right approach and techniques, you can solve them effectively. This guide will provide you with a step-by-step approach to solving homework similar to the examples provided, focusing on regression analysis, descriptive statistics, and value assessment. These tips and techniques will help you navigate through any statistics homework with confidence.

1. Understanding the Problem Statement

The first step in solving any statistics homework is to thoroughly understand the problem statement. Break down the homework into smaller, manageable parts and identify the key objectives. For example, in the given homework, you might need to:

• Analyze data to make informed decisions.
• Develop regression models to predict outcomes.
• Summarize data using descriptive statistics.
• Interpret statistical results to draw meaningful conclusions.

2. Data Preparation

Before diving into the analysis, it is crucial to prepare your data. This includes:

• Cleaning the data: Remove any missing or inconsistent values.
• Structuring the data: Organize the data into a format suitable for analysis (e.g., data frames in R or Python).
• Understanding the variables: Identify the types of variables (categorical or continuous) and their relationships.

3. Descriptive Statistics

Descriptive statistics provide a summary of the data and are the foundation of any statistical analysis. Here’s how you can approach it:

• Central Tendency: Calculate the mean, median, and mode to understand the central point of the data.
• Dispersion: Measure the spread of the data using range, variance, and standard deviation.
• Visualization: Use graphs like histograms, box plots, and scatter plots to visualize the data distribution and detect patterns or outliers.

Example: In the homework regarding Fortune magazine’s 100 best companies to work for, you could:

• Calculate the mean and median salaries for salaried and hourly employees.
• Compare salary distributions across different company sizes using box plots.

For students seeking help with descriptive statistics homework , consider utilizing resources or tools that provide step-by-step guidance on these calculations. This can include statistical software, online tutorials, or consulting with a tutor for personalized assistance.

4. Regression Analysis

Regression analysis is a powerful tool for predicting outcomes and understanding relationships between variables. and if you need further assistance, consider the following steps:

• Simple Linear Regression: Start with a basic model to predict a dependent variable using one independent variable.
• Multiple Regression: Incorporate multiple independent variables to improve the accuracy of your predictions.
• Dummy Variables: Use dummy variables to include categorical data in your regression models.

Steps to develop a regression model:

• Formulate the model: Identify the dependent variable (what you want to predict) and independent variables (predictors).
• Estimate the coefficients: Use statistical software to estimate the coefficients of the regression equation.
• Evaluate the model: Check the goodness-of-fit (R-squared value) and perform hypothesis tests (t-tests) to assess the significance of the predictors.
• Interpret the results: Understand the implications of the regression coefficients and the overall model.

Example: In the homework involving Environment Canada’s Fuel Economy Guide, you could:

• Develop a regression model to predict highway MPG based on engine displacement, type of fuel, and type of drive.
• Interpret the coefficients to understand the impact of each variable on fuel efficiency.

5. Hypothesis Testing

Hypothesis testing helps determine whether the relationships observed in the data are statistically significant. Common tests include:

• T-tests: Compare the means of two groups.
• ANOVA: Compare the means of three or more groups.
• Chi-square tests: Test relationships between categorical variables.

Example: In the car value assessment homework, you might:

• Test whether the type of car (small, family, upscale) significantly affects the cost per mile.
• Determine if smaller cars provide better value than larger cars using regression analysis and hypothesis testing.

6. Model Refinement

After developing your initial models, refine them by:

• Removing insignificant variables: Use p-values to identify and remove predictors that do not significantly contribute to the model.
• Checking for multicollinearity: Ensure that independent variables are not highly correlated, which can distort the results.
• Cross-validation: Validate the model using different subsets of the data to ensure its robustness.

7. Reporting and Interpretation

Finally, present your findings in a clear and concise manner. Your report should include:

• Introduction: Briefly describe the purpose of the analysis and the data used.
• Methodology: Explain the steps taken to prepare the data, conduct the analysis, and develop the models.
• Results: Present the key findings, including descriptive statistics, regression coefficients, and hypothesis test results.
• Discussion: Interpret the results, discuss their implications, and make recommendations based on your analysis.
• Conclusion: Summarize the main points and suggest areas for further research or analysis.

Example: In the car value assessment homework, your report might conclude that smaller cars generally offer better value than larger cars, supported by statistical evidence from your regression models and hypothesis tests.

Tools and Software

Leverage statistical software such as R , Python (with libraries like Pandas and Statsmodels), SPSS , or Excel for your analysis. These tools provide powerful functions for data manipulation, visualization, and statistical modeling.

By following these steps, you can effectively solve complex statistics homework and provide meaningful insights from your analysis. Remember to stay organized, validate your models, and clearly communicate your findings. With practice, you’ll become proficient in tackling any statistics homework that comes your way.

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Trust in AI is more than a moral problem

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The economic potential of AI is uncontested, but it is largely unrealized by organizations, with an astounding 87% of AI projects failing to succeed.

Some consider this a technology problem, others a business problem, a culture problem or an industry problem — but the latest evidence reveals that it is a trust problem.

According to recent research, nearly two-thirds of C-suite executives say that trust in AI drives revenue, competitiveness and customer success.

Trust has been a complicated word to unpack when it comes to AI. Can you trust an AI system ? If so, how? We don’t trust humans immediately, and we’re even less likely to trust AI systems immediately.

But a lack of trust in AI is holding back economic potential, and many of the recommendations for building trust in AI systems have been criticized as too abstract or far-reaching to be practical.

It’s time for a new “AI Trust Equation” focused on practical application.

The AI trust equation

The Trust Equation, a concept for building trust between people, was first proposed in The Trusted Advisor by David Maister, Charles Green and Robert Galford. The equation is Trust = Credibility + Reliability + Intimacy, divided by Self-Orientation.

It is clear at first glance why this is an ideal equation for building trust between humans, but it does not translate to building trust between humans and machines.

For building trust between humans and machines , the new AI Trust Equation is Trust = Security + Ethics + Accuracy, divided by Control.

Security forms the first step in the path to trust, and it is made up of several key tenets that are well outlined elsewhere. For the exercise of building trust between humans and machines, it comes down to the question: “Will my information be secure if I share it with this AI system?”

Ethics is more complicated than security because it is a moral question rather than a technical question. Before investing in an AI system, leaders need to consider:

• How were people treated in the making of this model, such as the Kenyan workers in the making of ChatGPT? Is that something I/we feel comfortable with supporting by building our solutions with it?
• Is the model explainable? If it produces a harmful output, can I understand why? And is there anything I can do about it (see Control)?
• Are there implicit or explicit biases in the model? This is a thoroughly documented problem, such as the Gender Shades research from Joy Buolamwini and Timnit Gebru and Google’s recent attempt to eliminate bias in their models, which resulted in creating ahistorical biases .
• What is the business model for this AI system? Are those whose information and life’s work have trained the model being compensated when the model built on their work generates revenue?
• What are the stated values of the company that created this AI system, and how well do the actions of the company and its leadership track to those values? OpenAI’s recent choice to imitate Scarlett Johansson’s voice without her consent, for example, shows a significant divide between the stated values of OpenAI and Altman’s decision to ignore Scarlett Johansson’s choice to decline the use of her voice for ChatGPT.

Accuracy can be defined as how reliably the AI system provides an accurate answer to a range of questions across the flow of work. This can be simplified to: “When I ask this AI a question based on my context, how useful is its answer?” The answer is directly intertwined with 1) the sophistication of the model and 2) the data on which it’s been trained.

Control is at the heart of the conversation about trusting AI, and it ranges from the most tactical question: “Will this AI system do what I want it to do, or will it make a mistake?” to the one of the most pressing questions of our time: “Will we ever lose control over intelligent systems?” In both cases, the ability to control the actions, decisions and output of AI systems underpins the notion of trusting and implementing them.

5 steps to using the AI trust equation

•  Determine whether the system is useful: Before investing time and resources in investigating whether an AI platform is trustworthy, organizations would benefit from determining whether a platform is useful in helping them create more value.
• Investigate if the platform is secure: What happens to your data if you load it into the platform? Does any information leave your firewall? Working closely with your security team or hiring security advisors is critical to ensuring you can rely on the security of an AI system.
• Set your ethical threshold and evaluate all systems and organizations against it: If any models you invest in must be explainable, define, to absolute precision, a common, empirical definition of explainability across your organization, with upper and lower tolerable limits, and measure proposed systems against those limits. Do the same for every ethical principle your organization determines is non-negotiable when it comes to leveraging AI.
• Define your accuracy targets and don’t deviate: It can be tempting to adopt a system that doesn’t perform well because it’s a precursor to human work. But if it’s performing below an accuracy target you’ve defined as acceptable for your organization, you run the risk of low quality work output and a greater load on your people. More often than not, low accuracy is a model problem or a data problem, both of which can be addressed with the right level of investment and focus.
• Decide what degree of control your organization needs and how it’s defined: How much control you want decision-makers and operators to have over AI systems will determine whether you want a fully autonomous system, semi-autonomous, AI-powered, or if your organizational tolerance level for sharing control with AI systems is a higher bar than any current AI systems may be able to reach.

In the era of AI, it can be easy to search for best practices or quick wins, but the truth is: no one has quite figured all of this out yet, and by the time they do, it won’t be differentiating for you and your organization anymore.

So, rather than wait for the perfect solution or follow the trends set by others, take the lead. Assemble a team of champions and sponsors within your organization, tailor the AI Trust Equation to your specific needs, and start evaluating AI systems against it. The rewards of such an endeavor are not just economic but also foundational to the future of technology and its role in society.

Some technology companies see the market forces moving in this direction and are working to develop the right commitments, control and visibility into how their AI systems work — such as with Salesforce’s Einstein Trust Layer — and others are claiming that that any level of visibility would cede competitive advantage. You and your organization will need to determine what degree of trust you want to have both in the output of AI systems as well as with the organizations that build and maintain them.

AI’s potential is immense, but it will only be realized when AI systems and the people who make them can reach and maintain trust within our organizations and society. The future of AI depends on it.

Brian Evergreen is author of “Autonomous Transformation: Creating a More Human Future in the Era of Artificial Intelligence .”

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