Problem Solving and Future Skills Overview

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Questions and Answers

What is one reason for raw or packaging material flaws?

  • Packaging material specifications were outside of specified tolerances. (correct)
  • Operator information was not shared.
  • Components were replaced too frequently.
  • Maintenance schedules were adhered to.

What was a factor contributing to worn machine components not being identified?

  • Operators were adequately trained.
  • Machine components were upgraded frequently.
  • The maintenance schedule was not followed. (correct)
  • Random inspections were performed.

What technique can be used to determine the best solution to a problem?

  • Trial and error methodology.
  • Weighted average technique. (correct)
  • Random brainstorming.
  • Consensus decision-making.

What is one proposed solution to improve run time and reduce errors?

<p>Operator re-training. (C)</p> Signup and view all the answers

What criterion should be considered when reformulating materials?

<p>Physical properties outside current specifications. (B)</p> Signup and view all the answers

What does Six Sigma aim to achieve in any process?

<p>Achieve near perfection (A)</p> Signup and view all the answers

Which of the following steps is NOT part of the Six Sigma methodology?

<p>Eliminate (D)</p> Signup and view all the answers

What is the main purpose of the Measure step in Six Sigma?

<p>Understand performance and the value chain (A)</p> Signup and view all the answers

Which analysis tool is juxtaposed with the 5 Why technique in problem evaluation?

<p>Fishbone Diagram (A)</p> Signup and view all the answers

What does the 'Act' step in PDCA entail?

<p>Decide what changes are needed to improve the process (C)</p> Signup and view all the answers

In the context of Six Sigma, what is typically mapped in the Measure step?

<p>Time or dollar values (C)</p> Signup and view all the answers

What is a critical factor to analyze for root causes in Six Sigma?

<p>Type of analysis employed (A)</p> Signup and view all the answers

Which of the following best defines the 'Improve' step in Six Sigma?

<p>Implement selected solution changes (A)</p> Signup and view all the answers

What is one common reaction people have when faced with a problem?

<p>They feel they must blame someone. (C)</p> Signup and view all the answers

Which of the following is NOT a recognized skill needed for the future job market in 2030?

<p>Basic Computation Skills (C)</p> Signup and view all the answers

According to the information provided, which mindset can turn problems into opportunities?

<p>Acceptance of constant problems. (B)</p> Signup and view all the answers

What was one of the skills that declined in importance from 2015 to 2020?

<p>Coordinating with others (B)</p> Signup and view all the answers

Which of the following correctly describes a characteristic of problems?

<p>They provide learning opportunities. (A)</p> Signup and view all the answers

Who is credited with the initial development of the Six Sigma approach?

<p>Walter Shewhart (A)</p> Signup and view all the answers

Which skill is highlighted as necessary for complex problem solving?

<p>Cognitive Flexibility (B)</p> Signup and view all the answers

Flashcards

Insufficient Operator Training

Operators lack adequate training, leading to errors or inefficiencies.

Worn Machine Components

Machine parts degrade due to use, causing malfunction or failure.

Unidentified Worn Components

Components needing repair were missed before production use.

Raw/Packaging Material Flaws

Raw or packaging materials do not meet specifications.

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Root Cause Analysis

Identify the underlying causes of a problem.

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Problem-solving approach

Addressing problems by understanding their nature, identifying root causes, and implementing solutions.

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Complex Problem Solving

The ability to identify, analyze, and solve issues with multiple interacting factors and unknowns.

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Critical Thinking

The ability to analyze information objectively, identify biases, and form reasoned judgments.

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Creativity

The ability to generate novel and valuable ideas and solutions.

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Six Sigma

A data-driven approach to improve quality by reducing defects in processes to near zero.

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Mental Elasticity

Adaptability and resilience in handling complex and evolving problems.

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Interdisciplinary Knowledge

Combining knowledge and skills from different fields to solve complex problems.

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SMAC

Social, Mobile, Analytics, and Cloud technologies.

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Six Sigma Philosophy

A data-driven approach to improve processes by focusing on the customer and the root causes of defects.

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PDCA Cycle

A cyclical process for problem solving: plan/define, do/measure, check/analyze, act/improve, and repeating this cycle.

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Defining the problem

Identifying the issue by specifying what's wrong, how much is lost (time, cost, product), and identifying deliverables.

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Measure Phase

Understanding the process, value chain, and mapping it to analyze time or cost.

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Analysis (Six Sigma)

Determining the root cause of defects using methods like fishbone or 5 Whys.

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5 Whys

Technique to find the root cause of a problem by asking "why" repeatedly.

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Fishbone Diagram

A graphical method to understand and view root causes. It visualizes relationships.

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Study Notes

Problem Solving Principles

  • People tend to react to problems by wanting them to go away, trying to solve them immediately and perfectly, or blaming others.
  • Problems are inevitable and can be opportunities to improve systems and relationships.
  • Solving all problems instantly isn't possible, and there's no single solution.

Marketable Skills in 2030

  • Mental elasticity and complex problem solving
  • Critical thinking
  • Creativity
  • People skills
  • STEM (Science, Technology, Engineering, and Math) skills
  • SMAC (Social, Mobile, Analytics, and Cloud) skills
  • Interdisciplinary knowledge

Skills Needed in the Near Future (2020-2015 Comparison)

  • 2020: Complex problem solving, critical thinking, creativity, people management, coordinating with others, emotional intelligence, judgment and decision-making, service orientation, negotiation, and cognitive flexibility.
  • 2015: Complex problem solving, coordinating with others, people management, critical thinking, negotiation, quality control, service orientation, judgment and decision-making, active listening, and creativity.

Six Sigma

  • Six Sigma is a data-driven approach to improving quality by reducing defects to near-zero.
  • It aims to measure defects and systematically eliminate them.
  • Walter Shewhart (1920s) and Bill Smith (1980s) are key figures in Six Sigma methodology.
  • Motorola owns the Six Sigma trademark, and Jack Welch's endorsement of General Electric helped its broader adoption.
  • Six Sigma uses a measurement model, with 68.26%, 95.44%, 99.73%, 99.9937%, 99.999943%, and 99.9999998% as key reference data points.
  • Essentially it's a methodology that aims to eliminate defects in any process, from manufacturing to service.

Six Sigma & PDCA (Plan-Do-Check-Act)

  • PDCA is a cyclical process for improvement.
  • Define: Define the problem.
  • Measure: Understand performance. Map the process. List opportunities.
  • Analyze: Determine root causes (fishbone diagram, 5 Whys).
  • Improve: Create solutions, and implement.
  • Control: Implement controls to maintain improvements.

Steps to Problem Solving

  • Step 1: Defining the problem: Be specific about the problem, quantifiable loss (time or product), and the goals/deliverables.
  • Step 2: Measure: Understand performance, map the process and opportunities for improvement.

Analysis | Evaluation (Root Cause)

  • Choose a suitable method like a fishbone diagram (cause-and-effect diagram) or 5 Whys to determine root causes.

5-Whys Principle

  • The 5 Whys is a problem-solving technique to uncover the root cause of a problem by repeatedly asking "why?".

Example of 5 Whys Application

  • This shows, in practical terms, how businesses implement '5 Whys' on a specific problem to discover the root cause.

Find Solution (Criteria)

  • The criteria for finding a solution derives from either a fishbone diagram or the 5 Whys process.
  • It's crucial to select the best solution(s) from these criteria.
  • Utilize a weighted average if multiple likely solutions exist.

Improve Phase

  • Reformulate: Develop new strategies.
  • Revised maintenance plan: To improve efficiency and prevent recurrence
  • Operator re-training: To upgrade competency and avoid issues.
  • Cost alignment and Impact: Quantify the cost and measure the impact of the solution.

Control Phase

  • To retain the improvements, implement necessary controls (e.g., updated procedures, monitoring).
  • Visualize a graph showing throughput vs. downtime (time & cost) for visualization and data analysis.

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