Problem Identification Exercises

We solve the wrong problems – and That is the Real Problem at Work   Many executives spend a large amount of their time firefighting. Often, they are trying to solve the right problem. The classic case is that of Kodak, which once dominated the photographic industry worldwide. It had pioneered digital technologies well before their competitors, yet the leadership wanted to stick to the legacy of inexpensive camera with expensive consumables (film and paper) for high margins. Kodak’s initial reluctance to embrace and commercialize its own digital inventions caused a rapid erosion of its market share. It launched competitive digital cameras late - in the 2000s. They tried to perfect their digital technology while losing money on the cameras sold. The real problem wasn't that they needed better digital cameras—it was that the business model had shifted from selling cameras to selling services and software. What is the lesson we can take? Before diving into any solution, invest some time asking "What problem am I really solving?" It is useful to have separate discussions on defining the problem first, and having identified it, then working on finding solutions. Ensure you are looking at the root cause and not the symptoms of the problem. Write down multiple versions of the problem statement. Brainstorm and iterate. Version one might be "Our team misses deadlines." Version two becomes "Our team receives unclear project requirements." Version three reveals "Our team lacks a standardized way to prioritize competing requests." This simple exercise stops you from building elaborate solutions for surface-level symptoms. It prevents you from becoming the person who automates a broken process instead of fixing it; or optimizes something that shouldn't exist. Pick your biggest work challenge. Check whether you have defined problem statement correctly. You'll find yourself solving the root cause instead of chasing endless symptoms.   Picking the right problem leads to simpler solutions. Would love to hear your experience where you had to redefine your problem statement. 

PDCA Problem-Solving Implementation Guide 1. Record the Problem Before solving a problem, it must be clearly recorded. This section captures essential details: ✅ What? – Define the problem in simple terms. Example: "Machine downtime due to overheating." ✅ Where? – Specify the location where the problem occurs. Example: "Production Line 3." ✅ When? – Mention the time or frequency of occurrence. Example: "Every 3 hours during peak operation." ✅ Who? – Identify the person/team affected or responsible. Example: "Maintenance team and machine operators." --- 2. Analyze the Problem (Fishbone Diagram / Ishikawa Diagram) This step breaks down the root causes of the problem into six major categories: 1️⃣ Man (People) – Human-related issues such as skill gaps, fatigue, or errors. Example: "Operators lack training on temperature monitoring." 2️⃣ Machine (Equipment) – Issues related to machines, tools, or software. Example: "Cooling fan failure due to wear and tear." 3️⃣ Management (Policies & Supervision) – Leadership, procedures, and decision-making. Example: "No preventive maintenance schedule in place." 4️⃣ Method (Process & Procedures) – Work processes that may contribute to the problem. Example: "Inefficient lubrication process causing overheating." 5️⃣ Material (Raw Materials & Resources) – Issues with materials used in production. Example: "Low-quality lubricants used, causing excessive friction." 6️⃣ Milieu (Environment) – External factors like temperature, humidity, or workplace conditions. Example: "Hot working conditions increasing machine temperature." --- 3. Identify Root Causes (5 Whys Technique) After listing potential causes, use the 5 Whys method. Example: ❓ Why is the machine overheating? → "Cooling fan failure." ❓ Why did the fan fail? → "It was not replaced on time." ❓ Why was it not replaced? → "No preventive maintenance plan." ❓ Why is there no plan? → "Management did not prioritize it." ❓ Why did management not prioritize? → "Lack of awareness about maintenance importance." --- 4. Take Action (Corrective & Preventive Measures) This step focuses on fixing the issue and preventing recurrence by assigning responsibilities. ✅ What? – Define the action to be taken. Example: "Implement a preventive maintenance schedule for cooling fans." ✅ Who? – Assign ownership to individuals or teams. Example: "Maintenance Supervisor, John Doe." ✅ When? – Set a deadline for completion. Example: "By 30th September 2025." --- 5. Validate the Results After implementing corrective actions, assess whether the problem was effectively solved. ✅ Result Evaluation: Good, on target ✅ – The problem is fully resolved. Slightly improved ☑ – Some improvement but still needs work. Bad, off target ❌ – The issue persists. ✅ Standardization: Create a new standard if the solution is a best practice. Update the existing standard if adjustments are required. ✅ Approval: Score the effectiveness and obtain approval from an expert...

I timed it yesterday: A leadership team spent 47 minutes "solving" the same issue they've tackled in every meeting for the past 4 months. Sound familiar? They identified symptoms, not causes. Everyone had opinions, few had solutions. They created action items no one completed. The problem returned, slightly repackaged. This isn't just inefficient. It's the silent killer of growing businesses. After implementing EOS with 500+ entrepreneurial companies over 15 years, I've found teams waste up to 68% of their meeting time on recurring issues that never get solved at the root. The difference between teams that solve issues once and teams stuck in the loop isn't intelligence. It's methodology. Enter the Issues Solving Track - the EOS tool that transforms how leadership teams attack problems: 1. IDENTIFY the real issue Most teams get this wrong. They discuss symptoms, not causes. Try this instead: → Write the issue as one clear sentence → Ask "Why is this happening?" three times → Determine if it's a people issue, process breakdown, or communication gap A manufacturing client kept "solving" quality problems until they properly identified the real issue: unclear quality standards, not lazy employees. 2. DISCUSS with discipline The discussion phase isn't: → A platform for the loudest voice → A place for tangents and war stories → A political positioning exercise It is: → A focused examination of relevant facts → A space for diverse perspectives → A way to challenge assumptions respectfully The best teams have a designated facilitator who keeps discussion on track and ensures every voice contributes. 3. SOLVE completely The only reason to discuss an issue is to solve it. When you've reached clarity, document: → A specific action step → One person accountable (not a department) → A concrete due date (not "ASAP" or "ongoing") Then move on. No revisiting. No second-guessing. A software company I work with was averaging 3.5 hours in weekly leadership meetings. After implementing the Issues Solving Track, they cut meeting time to 90 minutes while solving twice as many issues. The best businesses aren't the ones without problems. They're the ones that solve problems at the root. Want to implement the Issues Solving Track in your business? Use the process below 👇

Why-Why Analysis Why-Why Analysis is a problem-solving technique used to identify the root cause of a problem by repeatedly asking "Why?" until the underlying issue is uncovered. Here's a step-by-step approach: 📌Identify the Problem: Clearly define the problem or symptom you are experiencing. 📌Ask "Why?": Ask why the problem is occurring. Write down the answer. 📌Ask "Why?" Again: For each answer given, ask why it is happening. Write down this answer as well. 📌Repeat: Continue asking "Why?" for each successive answer until you reach a root cause. This usually involves 5 to 7 iterations. 📌Analyze and Address: Once you identify the root cause, analyze it to find potential solutions. Implement corrective actions to address the root cause and prevent recurrence. 📌Verify: After implementing solutions, monitor the situation to ensure that the problem has been effectively resolved and does not reoccur. This iterative process helps in drilling down to the core issue rather than addressing only the symptoms.

Stop solving wrong problems. Employ the 5 Why’s method to identify the root cause. Let’s take a look at the following example. Issue: Users are unable to complete the checkout process on our e-commerce platform. 1. Why? The "Proceed to Payment" button isn’t working. 2. Why? There's a JavaScript error thrown when the button is clicked. 3. Why? The latest update to the payment library is incompatible with our current code. 4. Why? The development team didn't test the new library update with the existing code before the release. 5. Why? The team lacks a standardized testing procedure for library updates. The key takeaway is to keep asking until the root cause is unveiled. Don't settle just because you have an answer.

To become a top data analyst you need to be a strong problem solver! Follow this structure to find the real reasons behind business problems: 1. 𝗗𝗲𝗳𝗶𝗻𝗲 𝘁𝗵𝗲 𝗣𝗿𝗼𝗯𝗹𝗲𝗺: Start by clearly stating the issue. For example, “We’ve observed a significant decrease in sales in the UK over the last few days.”   2. 𝗚𝗮𝘁𝗵𝗲𝗿 𝗗𝗮𝘁𝗮: Collect relevant information such as order processing times, customer service interactions, inventory levels, and active marketing campaigns.   3. 𝗔𝗻𝗮𝗹𝘆𝘇𝗲 𝘁𝗵𝗲 𝗗𝗮𝘁𝗮: Use tools like SQL, Python, or Excel to analyze the data. Look for patterns, trends, and anomalies that could point to the root cause.   4. 𝗜𝗱𝗲𝗻𝘁𝗶𝗳𝘆 𝗣𝗼𝘁𝗲𝗻𝘁𝗶𝗮𝗹 𝗖𝗮𝘂𝘀𝗲𝘀: Brainstorm all possible reasons for the issue. Use methods like the 5 Whys technique to investigate each potential cause more deeply.   5. 𝗩𝗮𝗹𝗶𝗱𝗮𝘁𝗲 𝗛𝘆𝗽𝗼𝘁𝗵𝗲𝘀𝗲𝘀: Test your hypotheses against the data to see if they are supported. If not, refine your hypotheses and test again.   6. 𝗜𝗺𝗽𝗹𝗲𝗺𝗲𝗻𝘁 𝗦𝗼𝗹𝘂𝘁𝗶𝗼𝗻𝘀: Once you’ve identified the root cause, support the business by showing possible solutions to address it. Monitor the results to ensure the issue is resolved. 𝗔 𝗿𝗲𝗮𝗹-𝘄𝗼𝗿𝗹𝗱 𝗲𝘅𝗮𝗺𝗽𝗹𝗲 𝗳𝗿𝗼𝗺 𝗺𝘆 𝗽𝗮𝘀𝘁: We notice an increase in customer lead time and here’s how we tackle it. 1. 𝗗𝗲𝗳𝗶𝗻𝗲 𝘁𝗵𝗲 𝗣𝗿𝗼𝗯𝗹𝗲𝗺: “Customer lead time has increased by 20% in the last three months.”     2. 𝗚𝗮𝘁𝗵𝗲𝗿 𝗗𝗮𝘁𝗮: We collected data on order processing, sales forecast deviation, and shipping times.     3. 𝗔𝗻𝗮𝗹𝘆𝘇𝗲 𝘁𝗵𝗲 𝗗𝗮𝘁𝗮: We found that the actual sales were in line with the forecast, and shipping times had remained constant. However, order processing times had increased significantly.     4. 𝗜𝗱𝗲𝗻𝘁𝗶𝗳𝘆 𝗣𝗼𝘁𝗲𝗻𝘁𝗶𝗮𝗹 𝗖𝗮𝘂𝘀𝗲𝘀: We checked factors such as outages in warehouses, staffing issues due to high sickness rates, and process inefficiencies resulting from operating close to maximum capacity.     5. 𝗩𝗮𝗹𝗶𝗱𝗮𝘁𝗲 𝗛𝘆𝗽𝗼𝘁𝗵𝗲𝘀𝗲𝘀: Data revealed that a spike in the sickness rate had reduced the available workforce.     6. 𝗜𝗺𝗽𝗹𝗲𝗺𝗲𝗻𝘁 𝗦𝗼𝗹𝘂𝘁𝗶𝗼𝗻𝘀: We proposed to increase capacity buffers by 5% to 10% during the winter and hiring additional temporary workers to address the situation in the short term.   Following this approach for your root-cause analysis, you will become a valued problem-solving partner for your stakeholders. How do you ensure you’re addressing the root cause of an issue and not just the symptoms? ---------------- ♻️ 𝗦𝗵𝗮𝗿𝗲 if you find this post useful. ➕ 𝗙𝗼𝗹𝗹𝗼𝘄 for more daily insights on how to grow your career in the data field. #dataanalytics #datascience #rootcauseanalysis #problemsolving #careergrowth

Root Cause Analysis (RCA) is a systematic process used to identify the fundamental cause of a problem, defect, or non-conformance, rather than just addressing its symptoms. It aims to prevent recurrence by fixing the underlying issue. Key Steps in RCA: 1. Problem Identification: Clearly define the problem or incident. 2. Data Collection: Gather relevant information and evidence (e.g., when, where, how often it occurs). 3. Cause Identification: Use tools to identify possible root causes: 5 Whys: Ask "why" repeatedly until the root cause is reached. Pareto Analysis: Focus on causes with the biggest impact (80/20 rule). Fishbone Diagram (Ishikawa): Categorize potential causes (e.g., Man, Machine, Method, Material). 4. Corrective Actions: Develop and implement solutions that eliminate the root cause. 5. Follow-up: Monitor to ensure the issue doesn’t recur. How it Works: Start with a clear statement of the problem. Then ask why that problem happened. For each answer, ask “why” again—until you reach the underlying cause. --- Example in a Dairy Setting: Problem: Spoiled yogurt found during routine quality check. 1. Why is the yogurt spoiled? → Because bacteria were found in the product. 2. Why were bacteria present? → Because pasteurization was not effective. 3. Why was pasteurization not effective? → Because the temperature was lower than required. 4. Why was the temperature low? → Because the temperature sensor was faulty. 5. Why was the sensor faulty? → Because maintenance was not scheduled.

Key Concepts of RCA 1. Problem Identification: Clearly define the issue or event that needs to be analyzed. 2. Data Collection**: Gather relevant data and evidence related to the problem. 3. Cause Identification: Use techniques like the "5 Whys" or Fishbone Diagram (Ishikawa) to trace back to the root cause. 4. Solution Development: Propose corrective actions that address the root cause. 5. Implementation: Put the solutions into action and monitor their effectiveness. 6. Follow-Up: Review the process and outcomes to ensure the problem does not recur. Root Cause Analysis (RCA) employs various techniques to identify the underlying causes of problems. Here are some of the most commonly used techniques: 1. 5 Whys - Description: This technique involves asking "Why?" repeatedly (typically five times) until the root cause is identified. - Usage: Simple and effective for straightforward problems. 2. Fishbone Diagram (Ishikawa Diagram)** - Description: A visual tool that categorizes potential causes of problems into groups (e.g., People, Processes, Equipment, Materials). - Usage: Helps in brainstorming sessions to identify various causes and their relationships. 3. Failure Mode and Effects Analysis (FMEA) - Description: A systematic method for evaluating processes to identify where and how they might fail and assessing the relative impact of different failures. - Usage: Common in manufacturing and healthcare to prioritize risks. 4. Pareto Analysis - Description: Based on the 80/20 rule, this technique identifies the most significant factors contributing to a problem. - Usage: Helps focus on addressing the causes that will have the greatest impact. 5. Scatter Diagrams - Description: Graphical representations that show the relationship between two variables. - Usage: Useful for determining correlations that may indicate root causes. 6. Flowcharts - Description: Diagrams that represent the steps in a process, making it easier to identify where problems occur. - Usage: Helpful in understanding complex processes and pinpointing failure points 7. Brainstorming - Description: A group creativity technique to generate a wide range of ideas and solutions. - Usage: Useful for gathering diverse perspectives on potential causes 8. Change Analysis - Description: Examining what changed before a problem occurred to identify potential causes. - Usage: Effective when a known issue arises after a change in process or environment 9. Root Cause Tree - Description: A visual tool that breaks down problems into their component parts and traces causes - Usage: Helps in systematically exploring various levels of causes 10. Affinity Diagram - Description: A tool used to organize a large number of ideas into groups based on their natural relationships - Usage: Effective for categorizing causes generated during brainstorming sessions Benefits of RCA - Improved Problem-Solving - Cost Efficiency - Enhanced Safety - Better Decision-Making #ContinuoalImprovementAcademy

The Fishbone Diagram (also called the Ishikawa Diagram or Cause and Effect Diagram) is a visual tool used for root cause analysis. It helps teams or individuals identify, analyze, and organize the potential causes of a specific problem. The name "fishbone" comes from its structure, which resembles the skeleton of a fish. --- Purpose To identify the root causes of a problem systematically. To organize potential causes into categories for better understanding. To facilitate brainstorming and analysis by involving team members. To help in troubleshooting, quality management, and process improvement. --- Structure The diagram is divided into two main sections: 1. Effect (Problem) The effect is represented as the "head" of the fish on the right side. This is the issue or problem that needs to be analyzed (e.g., defective product, safety incident, low performance). 2. Causes The "bones" of the fish represent different categories of causes that contribute to the problem. Each bone splits into smaller branches to detail specific causes. --- Key Cause Categories Although the categories can vary, the most common ones are based on the 6Ms framework: 1. Methods Processes, procedures, or practices used. Examples: Lack of standard operating procedures, poor techniques, unclear instructions. 2. Machines Tools, equipment, or technology involved. Examples: Equipment malfunctions, outdated technology, lack of maintenance. 3. People Human-related factors. Examples: Lack of training, low motivation, human error, communication gaps. 4. Materials Inputs or raw materials used in the process. Examples: Poor-quality materials, supply shortages, incorrect specifications. 5. Measurement Data collection, evaluation methods, or measurements. Examples: Incorrect measurements, unreliable testing methods, misinterpretation of data. 6. Environment External conditions that impact the process. Examples: Temperature, noise, lighting, workplace layout, cultural or organizational factors. --- How to Use It 1. Define the Problem: Clearly state the problem at the head of the fish. 2. Identify Categories: Choose appropriate categories for the main "bones" (e.g., Methods, Machines, etc.). 3. Brainstorm Causes: For each category, brainstorm potential causes contributing to the problem. Write these causes as branches off the main bones. 4. Analyze the Causes: Identify root causes by analyzing the contributing factors in detail. 5. Prioritize Solutions: Based on the analysis, focus on addressing the most significant causes. #RootCauseAnalysis #FishboneDiagram #IshikawaDiagram #CauseAndEffectDiagram #HSE #Safety