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Problem Solving

Availability Heuristic: Our Preference for the Familiar

May 27, 2023 By Nagesh Belludi Leave a Comment

The availability heuristic is a cognitive bias that can lead people to rely on readily available information or emotionally charged and inherently interesting examples when making decisions or judgments. Essentially, individuals tend to overestimate the probability of events that are easy to recall or that they’ve personally experienced, while underestimating the likelihood of less memorable or less frequent events.

In other words, the ease of retrieval of a misleading cue may make people rely on evidence not because it is dependable but because it is memorable or striking and thus psychologically available to them. They may do so even if the evidence is not logically acceptable or does not logically support their decision.

Doctors often depend on recalling their past dramatic cases and mistakenly apply them to the current situation. People may overestimate the crime rate in their community based on news coverage, even though crime rates may be relatively low. People may dismiss the reality of climate change if they’ve recently experienced a cold winter or heard of a cold snap in a particular region, even though global warming is a long-term trend. Individuals are more likely to purchase insurance after experiencing a natural disaster than before it occurs. In each of these scenarios, the vivid and emotional evidence feels more persuasive rather than it being the most accurate or reliable information.

The availability heuristic can also shape people’s perceptions of air travel safety and lead them to believe that flying is more dangerous than it really is. Airplane accidents are often sensationalized and highly publicized by the media, making them more memorable and more prominent in people’s minds. This can cause individuals to perceive the risk of flying much higher than it actually is, leading them to avoid air travel even though it is statistically one of the safest forms of transportation. In reality, many less vivid and less memorable (i.e., psychologically unavailable) things are much more dangerous than air travel, such as falling down stairs, drowning, choking, and accidental poisoning.

Avoid falling prey to the availability heuristic and making serious misjudgments about the risks associated with different situations. Acknowledge that personal experiences and recent events may not accurately reflect the overall reality of the situation.

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  4. Many Hard Leadership Lessons in the Boeing 737 MAX Debacle
  5. How Contributing Factors Stack Up and Accidents Unfold: A Case Study of the 2024 Delta A350 & CRJ-900 Collision

Filed Under: Mental Models, Sharpening Your Skills Tagged With: Aviation, Biases, Decision-Making, Mental Models, Problem Solving, Psychology, Risk, Thinking Tools

Don’t Outsource a Strategic Component of Your Business

May 11, 2023 By Nagesh Belludi Leave a Comment

The prescription eyeglasses retailer Warby Parker was launched by four drinking buddies at the Wharton School of the University of Pennsylvania. The founders intended to disrupt a high-profit margin industry by taking out the intermediary.

Selling prescription eyeglasses online (Warby Parker mostly sells via brick-and-mortar today) would also defy skeptics who preferred to see certain things—shoes, diamond rings, cars—in person and were disinclined to get them online. Warby Parker’s incumbent competitors, 39DollarGlasses.com and EyeBuyDirect.com, had sloppy websites. A crucial part of Warby Parker’s startup plan was to start a user-friendly website where shoppers could upload a photograph of themselves and try on glasses virtually.

At first, the founders outsourced the website, resulting in disastrous consequences. In an interview with Fortune magazine (1-Jun-2019,) co-founder & co-CEO David Gilboa reflected on the pitfalls of outsourcing critical business components:

None of us [the founders] was qualified to build the website, so we solicited proposals and got a handful of bids from agencies. We chose the cheapest option, but a few months in, we realized it was a mistake. Their execution wasn’t what they promised. So we ended up firing them.

Now we develop most of the technology we use in-house to ensure we maintain as much control over the customer experience as possible. We’ve developed our website and both of our apps internally.

Idea for Impact: Don’t outsource what you’re supposed to do best.

Outsourcing a core function may give you a short-term uplift, but you’ll fail to create the core expertise within your company. That’s necessary to build a sustainable competitive advantage. The vendor just isn’t as invested in your success.

Building know-how internally is more challenging, but it’ll pay off in the long run. Sure, you may need to tap an outsourced hire for specialized expertise that you lack. But concentrate on developing your core functions in-house. In fact, be as micro-managey as possible in the early days.

Leverage outside help for bookkeeping, legal, and everything else that doesn’t generate a competitive advantage.

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  3. The Graveyard of Great Ideas: What Xerox PARC Teaches Us About Commercialization
  4. Enterprise Begins in Annoyance: How One Miserable Vacation Sparked a Global Hotel Chain
  5. GE’s ‘Work-Out” Program: Turning Frontline Ideas Into Action

Filed Under: Business Stories, Mental Models, The Great Innovators Tagged With: Creativity, Delegation, Entrepreneurs, Innovation, Leadership Lessons, Problem Solving

Don’t Hide Bad News in Times of Crisis

April 21, 2023 By Nagesh Belludi Leave a Comment

When a crisis hits, suppressing or obscuring bad news is often an impulsive reaction. Leaders can even exacerbate a crisis if bad news is marginalized, unaddressed, or ignored until it’s too late.

If you don’t frequently communicate with your key constituency, somebody else will. In the absence of honest information, your employees can develop their own perceptions of the problem and its implications.

Idea for Impact: Wise managers recognize the power of transparency and self-disclosure. Speak up early and candidly. If necessary, take a reputational hit today by disclosing problems; it’ll earn dividends. With a candid appraisal, people can turn their attention away from assigning blame to understanding the problem’s nature and helping you develop solutions.

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  4. A Superb Example of Crisis Leadership in Action
  5. Heartfelt Leadership at United Airlines and a Journey Through Adversity: Summary of Oscar Munoz’s Memoir, ‘Turnaround Time’

Filed Under: Effective Communication, Leadership, Managing People Tagged With: Crisis Management, Decision-Making, Leadership, Leadership Lessons, Problem Solving

Confirm Key Decisions in Writing

March 9, 2023 By Nagesh Belludi 1 Comment

All human dealings are subject to intended and (largely) unintended misunderstandings and misinterpretations. In fact, when an agreement is distasteful, it’s easy to misunderstand.

Confirm oral agreements, instructions, and understandings in writing at the first chance you get. Don’t rely on just memory.

After meetings, email all the participants recording what was discussed. That way, if there’s ever a debate about what was discussed in the meeting, there is a written record to review. Do this even for phone calls if what was discussed is important. A helpful template:

I am confirming the agreement we reached at our meeting this afternoon. We decided on the following provisions: A, B, and C. Let me know as soon as possible if this information is not accurate so we can finalize this part of our negotiations. Call me to discuss any necessary changes if this doesn’t reflect your understanding.

Idea for Impact: “If it wasn’t written down, it wasn’t said.” Documenting critical decisions—your interpretation of it at least—helps avoid future fracas. If you don’t receive a written protest or correction, your account of the meeting stands accepted.

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Filed Under: Effective Communication, Managing People, Mental Models Tagged With: Assertiveness, Conflict, Conversations, Critical Thinking, Leadership Lessons, Negotiation, Persuasion, Problem Solving

Three Rules That Will Decide If You Should Automate a Task

March 6, 2023 By Nagesh Belludi 1 Comment

To check if a process or a workstream is a good candidate for being automated, see if it meets all three of these criteria:

  1. The process must be a well-oiled machine. The requirements and outcomes are well established. Is the process stable enough to be automated?
  2. The process doesn’t need someone to engage with it each time. It doesn’t need manual intervention, oversight, excessive customization, or finesse. It runs in the backdrop; it’s boring and doesn’t require ‘higher-order’ thinking. Are there decision points within the process that require human intervention?
  3. The process is time-consuming. By automating it, will you save at least 4x what you’ll invest in automating it?

If the manual process is broken or doesn’t exist, then automating it before it’s a “well-oiled machine” may lead to mistakes and unnecessary rework. Establish success with the manual workflow before attempting to automate it.

Idea for Impact: Picking which processes to automate isn’t easy; yet, the closer you observe the workflow deeply, the sooner you can understand both the happy path to automation and the exceptions.

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  3. Avoid Defining the Problem Based on a Proposed Solution
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  5. How to Solve a Problem By Standing It on Its Head

Filed Under: Mental Models, Project Management, Sharpening Your Skills Tagged With: Artists, Creativity, Critical Thinking, Mental Models, Problem Solving, Productivity, Thinking Tools, Time Management

How to … Plan in a Time of Uncertainty

January 25, 2023 By Nagesh Belludi Leave a Comment

In periods of uncertainty and ambiguity, move away from annual plans and focus on the next three months. Reflect on the unpredictability of the future and stay on your toes by forging plans for unexpected scenarios so you won’t be caught flat-footed when that time comes.

Establish “trigger points” and “accelerate, maintain, or terminate criteria” in advance and keep an eye on key indicators to “wait and see” or “stay the course” should one of your planned-for scenarios materialize.

Idea for Impact: When the horizon is much shorter, operate with agility and allocate your resources in real time.

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  4. Under Pressure, The Narrowing Cognitive Map: Lessons from the Tragedy of Singapore Airlines Flight 6
  5. The “Ashtray in the Sky” Mental Model: Idiot-Proofing by Design

Filed Under: Leadership, MBA in a Nutshell, Mental Models Tagged With: Adversity, Conflict, Decision-Making, Persuasion, Problem Solving, Risk

“Fly the Aircraft First”

December 29, 2022 By Nagesh Belludi Leave a Comment

Today is the 50th anniversary of the Flight 401 disaster. I’ve previously cited how the crew of the ill-fated Eastern Airlines Lockheed L-1011 got so single-mindedly preoccupied with tackling a nose landing gear indicator light malfunction that they didn’t pay attention to the fact that their airliner was descending gradually into the Florida Everglades.

In summary, the pilots were too distracted to fly the aircraft. Human factors, specifically cognitive impairments, can precipitate distractions away from vital tasks.

The incident led to a breakthrough called Crew Resource Management (CRM.) This “human nature innovation” actively orients pilots to prioritize tasks in order of operational safety. The adage “Aviate, Navigate, and Communicate (A-N-C)” reinforces the ‘fly the aircraft first’behaviors until they’re internalized and become routine.

The top priority—always—is to aviate. That means fly the airplane by using the flight controls and flight instruments to direct the airplane’s attitude, airspeed, and altitude. Rounding out those top priorities are figuring out where you are and where you’re going (Navigate,) and, as appropriate, talking to ATC or someone outside the airplane (Communicate.) However, it doesn’t matter if we’re navigating and communicating perfectly if we lose control of the aircraft and crash. A-N-C seems simple to follow, but it’s easy to forget when you get busy or distracted in the cockpit.

Idea for Impact: “Fly the aircraft first.” Know when to set aside the seemingly important things to accomplish the more vital ones.

Wondering what to read next?

  1. Lessons from the World’s Worst Aviation Disaster // Book Summary of ‘The Collision on Tenerife’
  2. Under Pressure, The Narrowing Cognitive Map: Lessons from the Tragedy of Singapore Airlines Flight 6
  3. How Stress Impairs Your Problem-Solving Capabilities: Case Study of TransAsia Flight 235
  4. Jeju Air Flight 2216—The Alleged Failure to Think Clearly Under Fire
  5. What Airline Disasters Teach About Cognitive Impairment and Decision-Making Under Stress

Filed Under: Business Stories, Effective Communication, Mental Models, Sharpening Your Skills Tagged With: Anxiety, Aviation, Biases, Conflict, Decision-Making, Mindfulness, Problem Solving, Stress, Worry

Innovation’s Valley of Death: Case Study on the Bombardier CSeries

December 20, 2022 By Nagesh Belludi Leave a Comment

The discovery and development of an invention are usually easier relative to the creativity and resources required to make it a commercial success. Indeed, many entrepreneurs and intrapreneurs struggle to commercialize their idea meaningfully—establish the idea’s marketability to prospective backers, engage potential customers, and price and promote their product or service for a favorable return on investment. Consider this case study of the Bombardier CSeries jets—fated for misfortune for many years only to morph into the successful Airbus A220 series:

As a country, we habitually underinvest in R&D. And, when domestic champions like Bombardier do emerge, they often prove unable to turn their great ideas into commercially successful, globally dominant businesses.

In a knowledge economy, a country’s future prosperity is increasingly tied to its ability to generate and capitalize on innovative new ideas.

“The paradox is that while there is innovation going on in Canada, we do not observe the same level of commercialization and ownership of those innovations [as in other countries]. In many cases, inventions developed in Canada are then commercialized by foreign companies that keep much of that benefit.”

Idea for Impact: Don’t let your idea fizzle because they can’t take your sizzle to market. Focus not just on overcoming internal barriers but also on how to commercialize your innovation. Hire outside capabilities if necessary.

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  3. Restless Dissatisfaction = Purposeful Innovation
  4. Elon Musk Insults, Michael O’Leary Sells: Ryanair Knows Cheap-Fare Psychology
  5. The Graveyard of Great Ideas: What Xerox PARC Teaches Us About Commercialization

Filed Under: Mental Models, The Great Innovators Tagged With: Aviation, Creativity, Entrepreneurs, Innovation, Persuasion, Problem Solving

Be Smart by Not Being Stupid

December 12, 2022 By Nagesh Belludi Leave a Comment

No superhuman ability is usually required to dodge the many foolish choices to which we’re prone. A few basic rules are all that’s needed to shield you, if not from all errors, from silly errors.

Charlie Munger often emphasizes that minimizing mistakes may be one of the least appreciated tricks in successful investing. He has reputedly credited much of Berkshire Hathaway’s success to consistently avoiding stupidity. “It is remarkable how much long-term advantage we have gotten by trying to be consistently not stupid instead of trying to be very intelligent.” And, “I think part of the popularity of Berkshire Hathaway is that we look like people who have found a trick. It’s not brilliance. It’s just avoiding stupidity.” They’ve avoided investing in situations they don’t understand or summon experience.

As a policy, avoiding stupidity in investing shouldn’t mean avoiding risk wholly; instead, it’s taking on risk only when there’s a fair chance that you’ll be adequately rewarded for assuming that risk.

Idea for Impact: Tune out stupidity. Becoming successful in life isn’t always about what you do but what you don’t do. In other words, improving decision quality is often more about decreasing your chances of failure than increasing your chances of success.

Wondering what to read next?

  1. The “Ashtray in the Sky” Mental Model: Idiot-Proofing by Design
  2. Accidents Can Happen When You Least Expect Them: The Overconfidence Effect
  3. Making Tough Decisions with Scant Data
  4. Defect Seeding: Strengthen Systems, Boost Confidence
  5. Smart Folks are Most Susceptible to Overanalyzing and Overthinking

Filed Under: MBA in a Nutshell, Mental Models, Sharpening Your Skills Tagged With: Biases, Critical Thinking, Decision-Making, Problem Solving, Risk, Thinking Tools, Thought Process, Wisdom

3 Ways to … Manage for Creativity

October 21, 2022 By Nagesh Belludi Leave a Comment

Managers can create the conditions for innovation by encouraging a culture of being creative—not just productive—and razing barriers that stifle individual expression.

  1. Get less formal. Foster a culture characterized by a tolerance for failure and a willingness to experiment. Involve everyone and welcome great ideas from everywhere. Make sure everyone feels free to speak out: people will own solutions if they’ve been involved in the decision-making.
  2. Simplify the workplace. Look at things with a fresh eye, as an outsider might—sometimes you’re too close to things to see the truth. Drop unnecessary work, and explore what routines can be phased out or improved. Work with coworkers to eliminate extraneous loops and redundancies if your organization has far too many rules, approvals, and forms. Streamline decision-making.
  3. Defy tradition. If no one can recall why your team does something a particular way, the task is likely more convoluted than it needs to be. Hold a ‘why do we do it that way?’ challenge. Invite colleagues from different teams to come in and look at things in a detached way. Figure out what’s relevant and necessary (and what’s not) and frequently reevaluate the priority list as new things are added.

Idea for Impact: Managing for creativity is a conscious effort in experimentation.

Wondering what to read next?

  1. Question the Now, Imagine the Next
  2. Defect Seeding: Strengthen Systems, Boost Confidence
  3. Overcoming Personal Constraints is a Key to Success
  4. After Action Reviews: The Heartbeat of Every Learning Organization
  5. Why You Get Great Ideas in the Shower

Filed Under: Mental Models, The Great Innovators Tagged With: Creativity, Critical Thinking, Innovation, Problem Solving, Teams, Thought Process

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About: Nagesh Belludi [hire] is a St. Petersburg, Florida-based freethinker, investor, and leadership coach. He specializes in helping executives and companies ensure that the overall quality of their decision-making benefits isn’t compromised by a lack of a big-picture understanding.

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Unless otherwise stated in the individual document, the works above are © Nagesh Belludi under a Creative Commons BY-NC-ND license. You may quote, copy and share them freely, as long as you link back to RightAttitudes.com, don't make money with them, and don't modify the content. Enjoy!