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COMPLEX PROBLEMS CLASS 6

Explore how failure analysis can be used to solve complex problems. Learn from case studies and examples in engineering, sports, and more. Discover the different levels of failure analysis and the importance of organizational influences. Gain insights into the Challenger disaster and other failures, and understand the role of organizational culture in failure analysis.

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COMPLEX PROBLEMS CLASS 6

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  1. COMPLEX PROBLEMSCLASS 6 Can We Really Learn From Failure? Failure Analysis as a Problem Solving Tool

  2. Background on Failure Analysis • Engineering Roots (hyperlink to learning from engineering disasters) • NTSB as Example • Sports Example -- “Truth in Video” • Expanding into Organizational Influences • PTD or PED -- Primary Technical (usually Engineering) Decisions • PMD -- Primary Management Decisions • See Failure Analysis Resource Library

  3. Failure Analysis as Problem Solving • Works back and forth between analytical and heuristic problem solving techniques • Modeling components: simplifying, organizing … • Heuristics: backward-forward; experiments; careful observation ... • Process-Specific Lessons • Solving problems that have occurred: remedies-improvements indicated that are limited to the particular case at hand and the process, company, or people involved -- often technical in nature • General Lessons • Avoiding problems before they happen: remedies-improvements suggested for application to other processes, companies, and people • This is the reason for studying failures of non-related companies and industries

  4. Levels of Failure Analysis • Physical Causes • Tangible causes at the point of failure that explain how something happened, e.g. machine part that fails • Responses: redesign; sanction, training ..of engineer • Human Causes • Point of Failure: Improper intervention by person directly linked to the problem (operator, pilot, …); focus on how failure occurred • Responses: sanction of decision maker closest to problem • Organizational/Management Influences: Considering the factors (systems, incentives, policies) behind the point of failure that may have contributed or almost determined the point of failure causes; focusing on “why” the failure occurred • This opens the widest possibility for generalizing beyond the specific failure to help avoid other failures

  5. 1986 Challenger Disaster • Basic Facts -- see Case Western Website • Past flights -- known O-Ring Problems, scorching, erosion, partial burn-through • Contractor written recommendation of no launch below 53 degrees because of loss of O-ring elasticity -- sealing capacity • July 1985, Thiokol engineer memo warning Flawed design of pressure seal (O-Ring) • Jan 27-28: Cold temperatures; Thiokol engineers advise against launch; management backs the decision • Thiokol management reverses -- they & NASA decide to launch • Jan 28, 1986, NASA Shuttle Challenger Explodes about 150,000 ft. above Earth

  6. 1986 Challenger Disaster • Physical Causes: • Failure of the pressure seal (O-Ring)on right solid rocket booster O-Ring Blow-out; • Booster-Strut Burn-out; • Booster Impacts Hydrogen Tank … • Flawed design of pressure seal (O-Ring) • Solution: Redesign O-rings + reconsider design of Shuttle in general

  7. Challenger Con’t • Human Causes • Point of Failure: Launch decision over objections in view of low temperatures • Solution: Sanction Thiokol & NASA decision makers …

  8. Challenger Con’t • Org Policies-Systems-Incentives: why would a manager & NASA make such a decision? • At least 2 answers given: • Incentives to launch • NASA key customer; NASA pressure to launch because of slow pace of shuttle missions • “Normalization of deviance”

  9. NASA -- Back to the Future • 1967 Fire on Apollo 1 • Pure oxygen system; North American Warnings; Deaths; Tangible cause focus; NASA & NA point managers lose jobs; no focus on why or changes based it • 2003 Columbia Shuttle Disaster (in progress) • Foam debris; Loss of tiles; Decisions not to investigate further at time; More discussion as to why. Results…?

  10. Other Failures with Interesting Org Components • Structural Failures • Kansas City Hyatt Regency ... • Detroit Northwest Airlines Debacle • Planes on Tarmac for 8+ hours out of food, water, toilet capacity, ... • Groopman (Harvard M.D.) Second Opinions

  11. Organizational/Managerial Causes • Going beyond superficial (Harvard B-school Max Bazerman) • Organizational Incentives • Org goals • Customer pressures • Cost pressures • Flawed links incentives-behavior • NOTE: Although sometimes portrayed in the media as improper, these kinds of concerns are legitimate and enter into business as well as personal decisions (even for reporters) • Flawed Decision Processes • Lack of Information Sharing -- lack of “informativeness” principle • Org Politics: Conflicts, Rivalries, Poor Leadership Direction; • Compartmentalized Decisions (breaking problem into parts), but Tightly Coupled Systems -- Highly Complex Interactive Systems not fully recognized • Normalization of Deviance

  12. FAILURE ANALYSIS & BUSINESS • Why is failure analysis not more common in business? • Threat to leaders, employees, ... • Ignorance of role-benefits • Organizational Culture

  13. Organizational Architecture for Meaningful Failure Analysis • Buy-in from top leaders • Analysis team with technical expertise but not necessarily led by expert from field • Boiler problem & chemist example • Tradeoff: Punishing failure -- promoting truth • Obviously, price to pay for bad decisions • People looking over shoulder perform poorly • Recognize that some factor(s) beyond reasonable foresight -- cannot become witch hunt • WTC Collapse; OK City Bombing Collapse;

  14. Critical Lessons • Failure analysis is not just an engineering matter • Technical, Decision, Managerial Issues • Failures frequently surface from organizational flaws • Incentives out of balance • goals; consumers; costs; incentives-behavior linkages • Decision Processes • lack of information sharing-transparancy • decisions compartmentalized-systems highly integrated • normalization of deviance

  15. Mini-Assignment • Find an example of a workplace failure • Try to identify the point of failures (physical; decisons) • Consider whether the failure is linked to organizational incentive or decision process problems

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