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    EMBRACINGUNCERTAINTY

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    EMBRACINGUNCERTAINTY

    The Essence of

    Leadership

    Phillip G. Clampitt and

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    Copyright 2001 by M. E. Sharpe, Inc.

    All rights reserved. No part of this book may be reproduced in any form

    without written permission from the publisher, M. E. Sharpe, Inc.,

    80 Business Park Drive, Armonk, New York 10504.

    Library of Congress Cataloging-in-Publication Data

    Clampitt, Phillip G.

    Embracing uncertainty : the essence of leadership / Phillip G. Clampitt, Robert J. DeKoch.

    p. cm.

    Includes bibliographical references and index.

    ISBN 0-7656-0773-5 (alk. paper)

    1. Leadership. 2. Uncertainty. 3. Risk management. I. DeKoch, Robert J., 1952 II.Title.

    HD57.7 .C536 2001 2001020634

    658.4092dc21 CIP

    Printed in the United States of America

    The paper used in this publication meets the minimum requirements of

    American National Standard for Information Sciences

    Permanence of Paper for Printed Library Materials,

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    This book is dedicated to

    Laurey, who zestfully embraces the certainties

    and uncertainties of life, and toDebbie, my constant inspiration

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    CONTENTS

    List of Tables and Figures ix

    Acknowledgments xi

    Introduction 3

    PART I. UNDERSTANDING THE CHALLENGE

    1. What Are the Benefits of EmbracingUncertainty? 11

    2. Why Do People Suppress Uncertainty? 27

    3. What Is Uncertainty, Anyway? 37

    4 H I th Ill i f C t i t C t d? 60

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    viii CONTENTS

    9. How Can You Catalyze ActionDuring Uncertain Times? 146

    10. Does Embracing Uncertainty Really Work? 163

    APPENDICESDEVELOPED BY M. LEE WILLIAMS

    Appendix A: The Working Climate Survey 179

    Appendix B: Scoring and InterpretingThe Working Climate Survey 182

    Appendix C: Normative Data Results 187

    Appendix D: The History of the Instrument 202

    About the Authors 207

    Index 209

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    LIST OF TABLES AND FIGURES

    Tables

    1.1 Test Your Confidence Level 153.1 Methods of Creating Certainty 47

    7.1 Common Misconceptions About Cultivating

    Awareness 113

    7.2 Communicating to Cultivate Uncertainty 118

    7.3 Different Approaches to Probing 125

    8.1 Common Misconceptions About ProcessingUncertainty 131

    8.2 Role of Microbes in Causing Disease 135

    8 3 C i L l A i d i h N P d

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    x LIST OF TABLES AND FIGURES

    C.4 Analysis of Responses to Open-Ended Question:

    How Could Your Organization Make You

    More Comfortable Managing Uncertainty

    in the Workplace? 201

    Figures

    I.1 Modes of Managing Uncertainty 6

    I.2 The Uncertainty Management Matrix 7

    3.1 The Uncertainty Continuum 393.2 Continuum Examples 40

    3.3 Degrees of Uncertainty 41

    5.1 The Cycle of Certainty 75

    6.1 Uncertainty Management Model 91

    6.2 Measuring Progress and Perception with

    the Uncertainty Management Model 996.3a Tug-of-War 101

    6.3b Never-Ending Mountain Climb 102

    6.3c Never-Ending Ski Slope 103

    7.1 Uncertainty Management Competencies 107

    7.2 Traditional Management of Uncertainty 108

    7.3 Chinese Characters for Knowledge 111

    7.4 Fractal 116

    7.5 Information Perishability Tag 124

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    ACKNOWLEDGMENTS

    The genesis for this book was a deep and passionate conver-sation about the way business, political, and academic leadersmake decisions. Revelations came as we shared our observa-tions with many colleagues and friends who shared our con-

    cerns. They deserve much of the credit, but none of the blamefor the insights. A number of students at the University of Wis-consinGreen Bay helped gather data and discuss the researchincluding Alida Al-Saadi, Judy Theil, Dana Goldschmidt,Daniela Ferrio, Lauren Nakonechny, and Tracy Tesch. Profes-sor Tim Meyer, Jeff Bluestein, and Erica Shreck read early drafts

    of the manuscript and made many excellent suggestions. Wealso want to thank Paula Wydeven and Dr. Peter Breznay forcreating some great illustrations. Esther Clark, Susan Rescigno,

    d h l d d f k h h

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    EMBRACINGUNCERTAINTY

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    I feel a responsibility to proclaim . . .that doubt is not to be feared, but that it is to be welcomedas the possibility of a new potential for human beings.

    If you know that you are not sure,you have a chance to improve the situation.

    Richard Feynman (Nobel Prize-winning Physicist)

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    INTRODUCTION

    Toto, I have a feeling were not in Kansas anymore.

    Dorothy

    If Dorothy never heard about the yellow brick road, wouldshe ever have been whisked back to Kansas? Would the tinman have found his heart? The lion his courage? The strawman his brain? The yellow brick road is a powerful metaphorconnecting to something deep in the human psyche. It repre-sents hope, direction, and purpose. Yet it also symbolizes a sin-

    gular promise: follow the yellow brick road, and your dreamswill come true.Transferring these sentiments from a fantasy world to the

    work-a-day world is as simple as it is troublesome What if

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    4 EMBRACING UNCERTAINTY

    The gap between public proclamations and privatethoughts is often so great that many people learn to ignoreuncertainty altogether. As one employee put it, Aroundhere, youve got to know all the answers. And even if you

    dont, you learn to act like you do. In short: certainty pre-vails, doubt does not.

    Our culture tells leaders that they have got to know.And it tells them in hundreds of ways, both large and small,that uncertainty is bad:

    Interviewers typically expect applicants to adroitly an-swer queries about career goals for the next five years. Ifthey say, I am uncertain, what are their chances ofgetting hired?

    The newspapers are filled with predictions about hot

    stock tips or the ten best mutual funds for the comingyear. How many magazines report on the front page,Timely Stock Picks Will Not Be Given This Year: WeSimply Cant Predict What Will Happen?

    Citizens often ridicule politicians who dont providespecific plans or promises to deal with every conceiv-

    able problem. Financial analysts require executives to project next

    years earnings down to the last penny. Woe to the com-h i h di i b f

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    INTRODUCTION 5

    This book takes a decidedly different tactic than the pre-vailing culture. The core premise is that in many situations,it is in fact better to embrace uncertainty rather than elimi-nate it. Typically, when people first encounter uncertainty,

    they try to drive it out with certainty-creating tools (see Chap-ter 4). Eventually many people learn to tolerate and perhapscope with uncertainty. Some even learn to accept uncertaintyas an inevitable force to overcome. We want to encourageleaders to aspire to something greaterto embrace uncer-tainty (see Figure I.1). Why? There are two critical reasons:

    First, it is important to recognize that there are manythings for which leaders dont have answers, they cantmake accurate predictions, or they have fuzzy and in-complete notions.

    Second, it is important to legitimize not knowing.Leaders shouldnt feel compelled to provide a defini-tive answer when one doesnt exist. Unfortunately, thereare powerful forces at work in society and organiza-tions exerting a jackhammer-like pressure, poundinginto everybodys heads that they have got to know.

    We are not embracing a kind of whimsical uncertainty thatcondones inactivity or a whatever happens kind of aim-l T b th thi f hi h l

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    6 EMBRACING UNCERTAINTY

    Eliminating

    Tolerating

    Coping

    Embracing

    Accepting

    Figure I.1 Modes of Managing Uncertainty

    Accepting

    Embracing

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    INTRODUCTION 7

    Figure I.2 The Uncertainty Management Matrix

    Unsettling Climate: Employees desire certainty while

    they perceive the organization as embracing too muchuncertainty. Thus, employees become unsettled and per-haps overwhelmed by the chaotic work environment.

    Stifling Climate: Employees embrace uncertainty, butthey perceive that the organization avoids it. The result:Employees feel stifled.

    Dynamic Climate: Both employees and the organizationembrace uncertainty. Consequently, the climate is dy-namic, energetic, and ever-changing.

    Embrace

    StiflingClimate

    3

    DynamicClimate

    4EmployeesApproach to

    Uncertainty

    Avoid

    Status QuoClimate

    1

    UnsettlingClimate

    2

    Avoid Embrace

    Organizations Approach to Uncertainty

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    8 EMBRACING UNCERTAINTY

    more likely to identify with the organization (see Ap-pendix C).

    These trends occurred even when employees themselves did

    not fully embrace uncertainty. For instance, employees inthe Unsettling Climate reported approximately the samedegree of job satisfaction and commitment as those in theDynamic Climate. Even though employees may believe theyare ill-equipped to manage uncertainty, they are glad theorganization does. In fact, a reasonable hypothesis might bethat employees in the Status Quo Climate would be gener-ally satisfied and committed to their organization. But ourresearch indicates otherwise. Apparently, almost all employ-ees recognize the need for someone to embrace uncertainty.

    Employees look to leaders to provide the necessary inspira-

    tion, direction, and tools for their colleagues and organizationsto embrace uncertainty. We wrote this book to assist leaders inthat quest. In particular, we propose the following ideas:

    Proposition 1: Embracing uncertainty enhances the qual-ity of life for employees and organizations (Chapter 1).Proposition 2: There are some powerful forces that makeit difficult or socially unacceptable to embrace uncer-tainty (Chapter 2).Proposition 3: There is a lot more uncertainty in the world

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    PART I

    UNDERSTANDING THE

    CHALLENGE

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    WHAT ARE THE BENEFITS OF EMBRACING UNCERTAINTY? 11

    1WHAT ARE THE BENEFITS OF

    EMBRACING UNCERTAINTY?

    It is better to know some of the questions

    than all of the answers.James Thurber

    Be all that you can be . . . Just do it! Commit random acts of kindness. Show me the money!

    Catchy slogans are everywhere. They have a way of grab-bing us by condensing a philosophy of life into a few memo-rable words. Be all that you can be is more than a recruiting

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    12 UNDERSTANDING THE CHALLENGE

    implications of their credos. As we discussed in the intro-duction, most employees prefer working in organizationsthat embrace uncertainty. But wise leaders want more thanfacts. They want to understand the issues behind the num-

    bers. Why does embracing uncertainty increase employeesatisfaction and commitment? Why do employees identifymore with organizations that embrace uncertainty? Why areemployees less cynical in these organizations? This chapteranswers those questions by discussing more specific ben-efits lurking behind the statistics.

    First, Embracing Uncertainty Provides a Hedge

    Against Overconfidence

    Wise leaders clearly distinguish what they know from what

    they dont know. This is not as easy as it sounds. The NobelPrize-winning physicist Richard Feynman put it best: Thefirst principle is that you must not fool yourself and you arethe easiest person to fool.1 Much of what passes for knowl-edge is merely a mirage. And frequently people act with acertainty that only crumbles when the brute force of reality

    extracts its inevitable vengeance.Prior to World War II, the French generals defiantly in-

    sisted that the series of fortifications along the northeast bor-

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    WHAT ARE THE BENEFITS OF EMBRACING UNCERTAINTY? 13

    nations most admired organizations.2 No longer. In fact,some experts believe that the retail arm will eventually witheraway. Osborne Computers, Schlitz Brewing, and SchwinnBicycles, to name a few, have similar histories.3 In fact, the

    typical company has half the life span that people do.4Professor Clayton Christensen of Harvard conducted an in-

    triguing and extensive investigation of corporate failure. Heconcluded:

    There is something about the way decisions get made in success-

    ful organizations that sows the seeds of eventual failure . . . goodmanagement was the most powerful reason they failed to stayatop their industries. Precisely because these firms listened to theircustomers . . . carefully studied market trends and systematicallyallocated investment capital to innovations that promised the bestreturns, they lost their positions of leadership.5

    The something lurking behind their decisions is overcon-fidence in established methodologies, markets, and modesof operation. Of course, companies need to listen to theircustomers. But not too closely. As Lee Iacocca once said, noone ever told us to build a minivan. Of course, companiesneed to watch market trends, but not too carefully becausethey can obscure new opportunities. Bottom line: The temp-tation to believe present success equals future success oftenproves too alluring, even when executives know better. Given

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    14 UNDERSTANDING THE CHALLENGE

    people, a whopping 99 percent of them failed this test; almostall were overly confident of their estimates.6 Apparently, thisis a natural human tendency. Of course, overconfidence isntall bad!7 It is a close relative to positive thinking. Yet over-

    confidence can lead to unrealistic expectations, overly aggres-sive goals, and a host of other miscalculations.

    If overconfidence is the disease, then feedback is the cure.Only when people test their beliefs, often through trial anderror, can they discern the difference between what they thinkthey know and what they really do know. As two scholars aptlyput it: Experience is inevitable; learning is not. Overconfi-dence persists in spite of experience because we often fail tolearn from experience. In order to learn, we need feedbackabout the accuracy of our opinions and doubts.8 Conse-quently, effective leaders freely acknowledge that there is a

    lot more they dont know than they do know. But instead ofbeing debilitated by this thought, they can use it as a platformfor great achievements. Perhaps the most influential scientistin history, Isaac Newton, made the point most eloquently:

    I do not know what I may appear to the world; but to myself I

    seem to have been only like a boy, playing on the sea shore, anddiverting myself, in now and then finding a smoother pebble ora prettier shell than ordinary, whilst the great ocean of truth layall undiscovered before me 9

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    WHAT ARE THE BENEFITS OF EMBRACING UNCERTAINTY? 15

    Table 1.1

    Test Your Confidence Level

    Answer the following questions by specifying a numerical range in which youare 90 percent confident that the actual answer falls.

    Upper Lower

    1. How many field goals did Michael Jordan attemptduring his NBA career?

    2. How many field goals did Jordan make during hisNBA career?

    3. How many years elapsed between the births ofSir Isaac Newton and Albert Einstein?

    4. How many words are in the Bible?

    5. How many U.S. soldiers were killed during theKorean War?

    6. What is the escape velocity for a rocket leavingthe earths atmosphere?

    7. How many grams of salt are there in a liter of seawater?

    8. When was Benjamin Franklin born?

    9. How many miles are there from the earth to the moon?

    10. On what date did President Truman hold up a copy ofthe Chicago Tribuneand say to a crowd, Dont believe

    everything you read in the papers?

    Source: Adapted from J.E. Russo and P.J. Schoemaker, Managing Overconfi-dence,Sloan Management Review 33, no. 2 (1992): 717.

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    16 UNDERSTANDING THE CHALLENGE

    action. Its tough to say, we simply dont know yet. In fact,the pressure can be so intense that any suspect might do.After all, it creates certainty. The reporters go away, the pub-lic feels reassured, and the family starts the healing process.

    Unfortunately, the pressure can be so great that the wrongperson is indicted. The public gets its certainty, but the offi-cials must live with their doubts. In fact, in recent years sev-eral officers of the court were charged with knowinglysending the wrong person to jail.10 Hopefully, the cases areexceptions, but it demonstrates how difficult it is to resistpressure for certainty.

    When leaders learn to embrace uncertainty, they breakthe cycle of frustration. Consider the situation of a groupof physicians simultaneously running their business andpracticing medicine. The two worlds couldnt be more dif-

    ferent. In the medical world, they have trained for years todetect symptoms, make a proper diagnosis, and prescribean appropriate treatment. They rarely make tradeoffs, cutcorners, or contemplate a marvelous failure. In the busi-ness world, they must make decisions based on incompletedata, conflicting demands, and ever-changing regulations.

    Their frustration emerges from their feeling of absolutecompetence with medical issues and the seeming futilityof managing the business. The physicians naturally try to

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    WHAT ARE THE BENEFITS OF EMBRACING UNCERTAINTY? 17

    At the root of the physicians feeling of business impotencewas the mistaken belief that business mistakes equate to in-competence. Thats why they delayed making decisions. Thesenior partner diagnosed the problem, while providing the

    right antidote for the all the frustration. In fact, this insightmarked a major turning point for the business; it not onlyimproved the bottom line, but also improved patient care.

    Third, Embracing Uncertainty Fosters Growth,

    Learning, and Flexibility

    Those who are absolutely certain of their place in life are themost resistant to change. Every teacher, coach, and managerhas encountered students, players, and employees like these;they are unteachable, uncoachable, and unmanageable. Theyshare a core belief in their infallibility; they know all the an-

    swers. And they usually end up frustrated with their levelof accomplishment and blame everyone but themselves fortheir travails. It is unfortunate, because these folks often havesome special or latent talent that never gets fully developed.Until they recognize their shortcomings, they will neverachieve their full potential.

    The oft-quoted maxim when we stop learning, we stopgrowing points in the right direction. But the notion needsto be refined. A particular kind of learning proves most use-

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    18 UNDERSTANDING THE CHALLENGE

    volving the task. However, Group 2 performed significantlybetter when it encountered novel or slightly modified tasks.Group 1 had to rely on a memorized routine or a checklist.

    Even subtle changes in language appear to produce this

    effect. In a similar experiment, one group was instructed withthe words, This is a . . . while another group was intro-duced to the task with the words, This could be a . . . Notethe tentativeness conveyed to the second group. The resultswere similar to those in the previous study. Professor of Psy-chology Ellen Langer summarized her findings:

    The key to teaching this new way is based on an appreciation ofboth the conditional, or context dependent, nature of the worldand the value of uncertainty. Teaching skills and facts in a con-ditional way sets the stage for doubt and an awareness of howdifferent situations may call for subtle differences in what we

    bring to them.13

    Skillful teachers learn to signal we dont know by the verylanguage they use. The result: more creative and flexiblestudents.

    Effective leaders cultivate their employees in a similarmanner, harvesting similar results. Over the past few de-cades, executives have recognized the need to focus moreclearly on customer needs.14 In the abstract this makes per-

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    WHAT ARE THE BENEFITS OF EMBRACING UNCERTAINTY? 19

    asked how he could be so sure, he responded: Over thelast twenty years Ive been awarded with honors, ribbons,and prizes for my cheese. Im doing it just like I was taughtin school by the great masters. Simply, he knows; the

    customer doesnt.The we know best mind-set pervades companies like

    this. And if company leaders think they know all the an-swers, the company cannot grow. Like the Group 1 students,they may do well under stable conditions but perform poorlyunder changing conditions. Indeed, within a year of this in-cident the dairy plants market share significantly declined.

    Fourth, Embracing Uncertainty ProperlyFrames Information

    A picture frame highlights certain aspects of a photograph,while subtly de-emphasizing others. Information frameswork in a similar way, typically accenting the known ratherthan the unknown. Consider the problem of whether youshould carry an umbrella to work. Weve all heard ofMurphys Law of Umbrellas: Despite the weather forecast,

    by carrying an umbrella to work, you actually decrease thechances that it will rain. The spirit, if not the causal rela-tionship, of this quip is essentially correct. In fact, weather

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    20 UNDERSTANDING THE CHALLENGE

    When you acknowledge the imperfections of your informa-tion, you properly frame the knowledge gleaned from it.

    Unfortunately, few people do so. The space shuttle Chal-lenger tragedy provides one unfortunate example. These were

    some facts on which virtually all observers agreed:

    The predicted temperature at launch time was 2629 F. The day before the scheduled launch, engineers ex-

    pressed grave concern over the integrity of the O-ringsat these temperatures.

    Initially, the rocket maker, Morton Thiokol, forwarded ano-launch recommendation to the National Aeronau-tics and Space Administration (NASA).

    Under pressure from NASA, Morton Thiokol reversedits recommendation.

    The shuttle was launched on January 28, 1986. The seven astronauts died because two rubber O-rings

    leaked.

    Yale professor Edward Tufte believes that the argument theengineers made was reasonable, relevant, and weak.16 The

    crux of the matter was that the engineers had a powerfuland correct intuition that cold temperatures were fatal forthe O-rings. However, they did not have any direct data to

    it Th i hi h th i ifi t

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    WHAT ARE THE BENEFITS OF EMBRACING UNCERTAINTY? 21

    cludes, . . . had the correct scatter plot or table been con-structed, no one would have dared to risk the Challenger insuch cold weather.18 Bottom line: When engineers, meteo-rologists, executives, and leaders of all types acknowledge

    the inherent uncertainty of any information and frame theircommunications accordingly, they increase the probabilityof proper interpretation and assessment.

    Fifth, Embracing Uncertainty Encourages

    More Thoughtful Decision Making

    John Cleese, the wry actor in Monty Python movies and morerecently in business training films, enjoys pointing out thedifference between two thinking styles.19 The tortoise styleis contemplative and deliberate, while the hare style is faster-

    paced and reactive. The tortoises have a unique ability tostep back and see the big picture. Rather than asking, Whatfire should I put out now? they ponder, What are the un-derlying sources of the fires? They are the ones open to sur-prises, innovation, and opportunities. And they look fordeeper patterns that are the source of enduring success.

    Unfortunately, most organizations have a lot more haresthan tortoises. So what? The hare latches onto the quick fix.Sometimes this is appropriate, but more often it is not. Fre-

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    22 UNDERSTANDING THE CHALLENGE

    before making a decision, often challenging conventionalwisdom. In short, an organization that devalues contempla-tion naturally spawns cynicism.

    The tortoise and hare are, of course, mere metaphors used

    to make a point. Everyone uses a mixture of both styles. Forinstance, two insightful communication researchers con-cluded that:

    Despite the literal appearance ofI dont know utterances asuninformed and passive, analysis reveals them to involve pro-

    active displays of interactional conduct.22

    Translation: When you say, I dont know, others will notnecessarily hear Im stupid or Im ignorant. Instead, byadmitting your uncertainty, you can inhibit hasty decisionmaking and thus encourage further inquiry or deliberation.Interestingly, speakers may not even be aware that this con-versational ploy allows them to use a tortoise thinking style.The key is to have a proper balance between tortoise andhare styles of thinking.

    Sixth, Embracing Uncertainty Helps Foster Synergy

    For decades, textbooks have taught that planning, organiz-i t ffi l di d t lli th ti l

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    WHAT ARE THE BENEFITS OF EMBRACING UNCERTAINTY? 23

    In contrast, managers who recognize the limits of theirknowledge are more apt to create synergy. Why? The dreamsof many employees are fused into one. Under the old man-agement style, the dreams of one are driven into many. Thus,

    managers skills in our age are more akin toframing challenges,influencingproblem solving, and inspiringcommitment to teamgoals.23 For instance, instead of using the planning process todelegate individual roles to accomplish a task, the managercould frame the general challenge and allow the group to parseup the task. Then the manager would seek to influence or

    guide the teams thinking about their task.

    Seventh, Embracing UncertaintyEncourages Innovation

    The unknown can be a source of motivation. Jacques-Yves

    Cousteau could never have plunged into the depths ofstrange waters without a love of the mysterious. Sir EdmundHillary could never have scaled Mount Everest without awillingness to face the unknown dangers of high altitudeclimbing. But it is not only in exploration of the heights and

    depths of our world that people need to make peace withtheir ignorance. Almost every important intellectual accom-plishment starts with a willingness to embrace naivet. DavidMcCullough the Pulitzer Prize winning biographer of Presi

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    24 UNDERSTANDING THE CHALLENGE

    In short, conquering any new geographical or intellectualterritory begins by squarely facing our lack of knowledge.

    Just as world-class authors and explorers find the un-known exciting, so do innovative leaders. For instance, the

    design company IDEO has a legendary reputation for de-veloping innovative products. They have worked in overforty different industries designing thousands of productsranging from sunglasses to Palm Pilots.25 IDEO productsroutinely win international design awards for creating bothfunctional and elegant solutions to knotty problems. The

    secret to their success: passionate curiosity, being open tonew ideas, lack of arrogance, and commitment to collabora-tion.26 As one engineer explained: At the first hint I dontknow something, I ask, Does anyone know about this? Ifyou dont ask for help here, youre incompetentyoure

    useless to us.27

    These fervent words reflect a deep commitment to a pow-erful rule of thumb: Admitting you dont know somethingfosters innovative solutions. Conversely, hiding your uncer-tainty stifles novel solutions to complex problems.

    Closing Thoughts

    A useful maxim seizes peoples attention, inspires them, and

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    WHAT ARE THE BENEFITS OF EMBRACING UNCERTAINTY? 25

    them to value the illusion of certainty. If leaders truly wantto embrace uncertainty, they must first understand the lureand charms of certainty. We now turn to that issue.

    Notes

    1. R. Feynman, Surely Youre Joking, Mr. Feynman! (New York: W.W.Norton, 1985), p. 343.

    2. C.M. Christensen, The Innovators Dilemma (Boston, MA: Harvard Busi-ness School Press, 1997).

    3. R. Sobel, When Giants Stumble (Paramus, NJ: Prentice Hall Press, 1999).

    4. R. Stacey,Managing the Unknowable (San Francisco: Jossey-Bass, 1992),p. 9.

    5. C.M. Christensen, The Innovators Dilemma, p. xii.6. J.E. Russo and P.J. Schoemaker, Managing Overconfidence,Sloan Man-

    agement Review 33, no. 2 (1992): 717.7. Ibid., 16.8. Ibid., 10.

    9. Cited by M. White,Isaac Newton (Reading, MA: Addison-Wesley, 1997),p. 343.

    10. D. Terry, 7 Chicago Officers Indicted in Extortion Scheme,New YorkTimes, 21 February 1996, 12.

    11. B. Usow, interview with P. Clampitt, 7 October 2000.12. E. Langer, The Power of Mindful Learning (Reading, MA: Addison-Wesley,

    1997).

    13.

    Ibid., pp. 15

    16.14. Wise executives also know when to ignore customers stated needs andlook to their unstated needs.

    15. R. Matthews, The Science of Murphys Law,Scientific American 276,4 (1997) 88 91

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    26 UNDERSTANDING THE CHALLENGE

    24. David McCullough, interview by Brian Lamb in Booknotes: AmericasFinest Authors on Reading, Writing, and the Power of Ideas (New York: TimesBooks, 1997), p. 6.

    25. Innovative Design to Improve the Shopping Cart,ABC Nightline, 9 Feb-ruary 1999, program no. N99020901.

    26. A. Hargadon and R. I. Sutton, Building an Innovation Factory,HarvardBusiness Review 78, no. 3 (2000): 157166.

    27. Ibid., 165.

    Answers to Confidence Quiz (on p. 15):

    1. 21,686.

    2. 10,962.3. 237.4. The correct answer depends on which Bible and translation you use.

    Assuming you use the King James Version, the answer is 773,692.5. Because of a clerical error the history books had it wrong until 2000. The

    Pentagon revised the figure from 54,246 to 36,940.6. 25,050 mph.

    7. 35.8. In the year 1706.9. The average is 238,857, but because it is an elliptical orbit, the actual

    distance varies by 5 percent.10. November 4, 1948.

    Ideally, you only missed one of the quiz questions.

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    2WHY DO PEOPLE SUPPRESS

    UNCERTAINTY?

    Its what you learn afteryou know it all that counts.John Wooden

    Superman is the real problemor at least he symbolizes it.He goes where no man has gone before, fights the bad guys,and saves the world. But he does more than fight evil; herestores order: When the bad guy conspires to reverse thespin of the earth, Superman corrects this minor problem.When the bad guy tries to melt the polar ice caps, Superman

    refreezes them. But he not only restores order to the uni-verse, he also takes care of the more mundane problems likehelping a pregnant woman in labor. What a guy!

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    28 UNDERSTANDING THE CHALLENGE

    Consequently, most people expect their leaders to alwaysbe right, to know all the answers, and to predict the futurewith extraordinary precision. Accordingly, many leaders feelduty-bound to behave like Superman or Wonder Woman.

    For instance, chief executive officers (CEOs) often feel com-pelled to provide answers even when they are unsure. Afterall, they are paid a great deal of money to make difficultdecisions and provide definitive direction. They may evenbe perceived as weak or indecisive if they share their doubts.A simple formula captures the expectations employees usu-

    ally have of their CEOs:

    Assumed + Implicit = PowerfulJob Duties Social Norms Certainty Provider

    As a result, because many employees assume the CEOwill provide the certainty, they may not thoughtfully exploreuncertainty, reasoning, Its not my job. The CEO, on theother hand, may even ignore input from others because hisor her job is to provide certainty. The result: a spiral of deci-sion making totally dependent on the CEOs perspective.

    Leaders who embrace uncertainty constantly fight thesekinds of organizational dynamics. The battle begins by un-derstanding the specific reasons why people strive to drive

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    WHY DO PEOPLE SUPPRESS UNCERTAINTY? 29

    culated through the company. The proliferation of commu-nication channels like e-mail and web pages made it rela-tively easy for employees to access both reliable andunreliable information. He operated under the illusion that

    he could control the flow of information and how employ-ees interpreted events. Consequently, he lost credibility inthe eyes of his employees, as well as an opportunity to buildcommitment for the endeavor.

    The urge to control extends well beyond information man-agement. Almost any management technique taken to an

    extreme can suppress uncertainty. Those obsessed with timemanagement, for instance, may be able to precisely regulatethe meeting agenda while simultaneously losing the oppor-tunities to pursue an innovative line of inquiry. They say,time simply wont permit it. More precisely, the way they

    control the time will not permit it. Wise leaders know this,allowing deviations from the agenda for some discussionitems. They recognize the importance of riding the crest ofwaves produced by brainstorms. They realize that if you tryto control the spontaneous, you will destroy it.

    Quest for Efficiency

    Companies that embrace uncertainty cultivate dialogue, toler-ate mistakes, and spawn learning. These activities all take time

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    30 UNDERSTANDING THE CHALLENGE

    ciency stripped away the sense of worker pride and owner-ship that comes from learning how to best do a task. InTaylors world, no one had uncertainty because the efficiencyexperts exposed it, discarded it, and dressed it up in the

    right clothes. Taylor wanted to clad everyone in his one-size-fits-all uniform approach to work.Those days are behind us, right? Wrong. The quest for

    Taylor-like efficiency reemerges from time to time. Thereengineering movement in the 1990s is a case in point. Itcaptured companies attention by suggesting that they ex-

    amine existing work processes and redesign them to reducecosts, improve quality, speed or service.3 In one case, a manu-facturer redesigned the paper coating process, thereby elimi-nating a job position, saving the company money whileincreasing operating speed.4 Sounds great. Many companies

    hopped on the reengineering bandwagon. But the resultswere less than anticipated. In fact, in a remarkably candidbook, one of the founders of the movement said: On thewhole, however, even substantial reengineering payoffs ap-pear to have fallen well short of their potential.5

    What happened? Reengineering fell short for many of

    the reasons that Taylor s approach did. Scientific manage-ment and reengineering failed to grapple with the inherentuncertainty in the workplace and human spirit. But unlike

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    WHY DO PEOPLE SUPPRESS UNCERTAINTY? 31

    present has a thousand eyes, not just one); and a mind that is profoundly questioning, but buoyantly

    hopeful.6

    We couldnt have written a better recipe for embracing un-certainty! Clearly, organizations should strive for efficiency,but they must balance their quest with a yearning for un-certainty.

    Preserving the Peace

    Organizations that embrace uncertainty not only tolerateconflict, they encourage it. But many organizations place toomuch value on harmony, which often means that employ-ees avoid constructive debate.

    One family-owned printing business enjoyed years of suc-cess due to their quality service and the charm of the CEO.As the business grew, so did the pressure to add more per-sonnel. At one point the CEO hired his brother in-law, whohad the reputation of being financially irresponsible and notbeing able to hold down a job.

    Mysteriously, not too long after bringing him on board,the company started experiencing financial difficulties. Fiveyears later the company declared bankruptcy. What hap-

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    32 UNDERSTANDING THE CHALLENGE

    Inertia of Success

    Too much good news can be a bad thing because it can lullan organization into a false sense of security. Many execu-

    tives unwittingly operate by the familiar maxim If it aintbroke, dont fix it.Continuous improvement efforts typically focus on prob-

    lem areas while sometimes ignoring new opportunities. Forinstance, while Microsoft was perfecting their office suite ofprograms, they came close to missing the opportunities of

    the Internet. They introduced software exploiting the Internetwell after many other companies did. Clearly, the Internetintroduced even more uncertainty into a business alreadyfraught with complexity, chaos, and the unknown.

    Underdeveloped Leadership Skills

    When an organization starts embracing uncertainty, manag-ers often respond with these protestations:

    How can I lead if I dont know where were heading?

    I thought my job was to tell employees what to do. If I admit I dont know something, then Ill look stupid.

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    WHY DO PEOPLE SUPPRESS UNCERTAINTY? 33

    Unfortunately, few schools teach these skills. No wonder manypeople feel insecure and revert back to training designed tocreate artificial certainty.

    Arrogance

    On the flip side of insecurity often lies arrogance, whichmasks doubt, fear, and apprehension. Consequently, somepeople believe Ill succeed if I act like I know all the an-swers. Know-it-all sitcom characters provide a foil for count-

    less comic lines. In days past, it was Barney Fife of theAndyGriffith Show or Ted Knight in the Mary Tyler Moore Show;more recently, it was Kramer ofSeinfeld. The comedic bril-liance of these actors lies in their close proximity to real-worldcharacters everyone encounters. People who have experi-

    enced some success seem particularly prone to suffering froma case ofknow-it-allitis.General Douglas MacArthur was such a person. As Su-

    preme Allied Commander of Forces in the South Pacific dur-ing World War II, he conducted a daring campaign thateventually led to the recapture of the Philippines and the de-

    feat of Japan. Then he skillfully engineered the rebuilding ofJapan after the end of the war. One biographer described him:

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    34 UNDERSTANDING THE CHALLENGE

    and the darker side of his character was eventually exposed.MacArthurs world view stands in stark contrast to Albert

    Einsteins relativistic universe. Einstein embraced doubt,despite his success and fame. He once observed, To punish

    me for my contempt for authority, Fate made me an author-ity myself.9 Einstein understood the virtues of skepticismand was suspicious of authority.10 Professionals, experts, andeven physicists sometimes abandon this mind-set. They ap-pear to believe, Im an expert; Im supposed to know.

    This kind of arrogance represents a fundamental misun-

    derstanding about the nature of expertise. Experts knowmore than the answers. They know where the frontiers ofknowledge exist. They know that the way a person statesthe problem may unwittingly obscure the actual problem.They know when the answers they give are only approxi-

    mations waiting for a more enlightened solution. True ex-perts confidently act on their current understanding whileboldly embracing doubt and skepticism. Confident? Yes.Arrogant? No. In other words, genuine experts represent theperfect combination of qualities drawn from a quintessen-tial military hero and a Nobel Prize-winning physicist. Stated

    simply: They know what they dont know.

    Unrealistic Expectations

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    36 UNDERSTANDING THE CHALLENGE

    high expectations? Any of these actions in moderation can bebeneficial. But when there are no counterbalancing forces,people get closure for the sake of closure and answers be-cause they need answers. Essentially, you get certainty for

    the sake of certainty. And this kind of certainty often hasvery little relationship to the real forces and trends at work.Perhaps the more important question is, how much uncer-tainty do you need in life? Before we can answer that ques-tion, it is important to have a better understanding ofuncertainty. We discuss this issue in the next chapter.

    Notes

    1. J. Lynn and A. Jay, The Complete Yes Minister: Diaries of a CabinetMinister(Topsfield, MA: Salem House, 1987), p. 454.

    2. A. Gabor, The Capitalist Philosophers (New York: Times Books, 2000),

    p. 19.3. M. Hammer and J. Champy,Reengineering the Corporation (New York:HarperBusiness, 1993).

    4. P.G. Clampitt and L.R. Berk, Strategically Communicating OrganisationalChange,Journal of Communication Management1, no.1 (1996): 1529.

    5. J. Champy, Reengineering Management(New York: HarperBusiness,1995), p. 3.

    6. Ibid., p. 31.7. R.W. Griffin,Management(Boston, MA: Houghton Mifflin, 1993).8. W. Manchester,American Caesar(New York: Dell Publishing, 1978), p. 15.9. A. Einstein,Einstein: A Centenary Volume, ed. A.P. French (Cambridge,

    MA H d U i i P 1979) 124

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    3WHAT IS UNCERTAINTY, ANYWAY?

    Mystery is so challenging as to be intolerable to some analysts,

    and so subtle as to be quite invisible to many others.Robert Grudin

    Weve been talking about uncertainty but have been fairlyvague about how we are using the term. What exactly is un-certainty? Of course, it may seem only natural that the no-tion of uncertainty is kind of fuzzy and ill-defined. Clearly(or is it unclearly?), we dont think the veil of mystery aboutuncertainty should be entirely lifted, but it is important toclear away a bit of the fog.

    In one sense, uncertainty is defined by its opposite. Cer-tainty means that something is fixed or settled Those who

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    38 UNDERSTANDING THE CHALLENGE

    approximation. Physicist Richard Feynman describes theimpact of the theory of relativity in this way:

    The first discovery is, essentially, that even those ideas whichhave been held for a very long time and which have been very

    accurately verified might be wrong. It was a shocking discov-ery, of course, that Newtons laws are wrong, after all those yearsin which they seemed to be accurate . . . we now have a muchmore humble point of view of our physical lawseverythingcan be wrong!1

    This is a remarkable mind-set for anyone, much less a hardscientist. Yet this kind of humility toward knowledge is pre-cisely what we are advocating.

    What Are the Degrees of Certainty?

    We dont believe that you have to make a choice betweencertainty and uncertainty. There are degrees of uncertainty(see Figure 3.1). This is not an either/or proposition. Thus, acontinuum may be the best way to conceptualize uncertainty.Most people could mark a spot on the scale characterizingtheir level of certainty about the following statements:

    When I jump up, I will come down. Im going to be working for the same company next year

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    WHAT IS UNCERTAINTY, ANYWAY? 39

    Figure 3.1 The Uncertainty Continuum

    dead statement near the sun will rise statement. At theother end of the continuum might be the statement regard-

    ing extraterrestrial beings. Many people believe there is apossibility that alien beings exist, while recognizing that noone has conclusively proven it. Even further down the con-tinuum lies the question of whether the coin will land onheads. No one really knows, and there is really no way offinding out until the coin is actually flipped.

    Fortunately, we can label some of the points on the con-tinuum: laws, principles, rules of thumb, hunches, intuitions,and unknowns Identifying these points as Figure 3 3 shows

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    40 UNDERSTANDING THE CHALLENGE

    Law of Supply and Demand: As the demand forShaquilles time increases, the price of it will go up.

    Law of Probability: Shaquille will miss a jump shot inthe next game.

    The Holy Grail for scholars is the discovery of these im-mutable laws that govern everything we do. Yet only a

    small portion of human knowledge is captured in the formof laws.

    Principles

    Principles are a little less certain than laws. This is just about

    as certain as a social scientist can be. For centuries, rhetori-cians, speech teachers and, more recently, communicationscholars have taught this fundamental principle: More cred-

    Figure 3.2 Continuum Examples

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    WHAT IS UNCERTAINTY, ANYWAY? 41

    Figure 3.3 Degrees of Uncertainty

    increases the probability that employees will pay attention to,remember, and act on the message.

    Principles tend to be more abstract than laws. They rarelytell us specifically what to do.

    Rules of Thumb

    Rules of thumb tend to be more specific than principles at

    the cost of being even less certain. Engineers have a rule ofthumb that the cost of installing a piece of equipment isroughly equal to the cost of the equipment. Financial plan-ners have a rule of thumb that you should maintain three tosix months of living expenses in a liquid fund. Everyonehas rules of thumb that guide their lives. If the paper reports

    that Elvis is dead, then people generally believe it. As a ruleof thumb, the newspaper is correct. But Harry S. Trumanfound an exception to the rule on November 2, 1948, the day

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    42 UNDERSTANDING THE CHALLENGE

    Hunches

    The word hunch originated from the superstition that goodluck was in store for those who touched the back of a hunch-

    back. Good luck enables us to overcome chance by bettingon our premonitions and suspicions. Often hunches are basedon some sort of unarticulated intuitions. Therefore, an indi-vidual can state the hunch while not being able to explainwhere it even came from, as in, Ill bet it is going to raintomorrow.

    Intuitions

    Intuitions differ from hunches in that people often only havethe vaguest sense of their essence. They struggle mightily toeven articulate them. The imminent psychiatrist Carl Jungbelieved that intuition does not denote something contraryto reason but something outside the province of reason.3

    In one case, an astute CEO met with his executive teamabout a proposed new business venture. No one on the teamvoiced any concerns or could think of a downside. Yet, the

    CEO was uncomfortable with the tone of the meeting. Thewise CEO said, Since no one can think of any reason whywe should not accept this proposal, we need to table the dis-

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    44 UNDERSTANDING THE CHALLENGE

    I have a hunch that . . . My experience has been that . . .

    This raises the intriguing question of how people ascertain

    their certainty level. This difficult question has been studiedfor centuries. The general consensus: People use various meth-ods to judge their level of certainty. There are five general meth-ods that most people use: authorities, experiences, gutinstincts, reasoning, and testing. It is important to under-stand the benefits and limitations of each approach.

    Authorities

    One way of achieving certainty is to rely on authorities:

    If a Nobel Prize-winning economist says that the law ofsupply and demand explains buying behavior, then Illaccept it.

    If my boss says that Ill have a job next year, then Illbelieve it.

    If my guru says there is an alien spaceship waiting for

    us, then Im packing my bags.

    In many cases, accepting an authoritys opinion is the only

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    WHAT IS UNCERTAINTY, ANYWAY? 45

    always limited. If one lived near the equator where tempera-tures vary by only a few degrees, then experience would yielda very different lesson. If our equatorial friends were to travelto Wisconsin in January, they would quickly discern the dif-

    ference between summer and winter temperatures. Thus, ourinterpretations of experience may lead us to different conclu-sions.

    Gut Instincts

    Some people become certain because they just know it intheir gut. A law-like belief may have its roots in this method.Or, consider the opening words of the Declaration of Inde-pendence:

    We hold these truths to be self-evident, that all men are created

    equal, that they are endowed by their Creator with certain un-alienable Rights, that among these are Life, Liberty, and the pur-suit of Happiness.

    There is very little anyone can do to dissuade others from believing in certainty derived from self-evident truths.

    There is nothing wrong with that; everyone makes some fun-damental assumptions. But there are times when somethingis self-evident to one person that is not to another. For years,

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    46 UNDERSTANDING THE CHALLENGE

    pect is guilty beyond a reasonable doubt. Note that the jury isnever asked to make a determination with absolute certainty.Usually this works. However, reasoning processes can goawry, as many people felt happened in the O.J. Simpson trial.

    Testing

    Scientific testing is another way in which we arrive at cer-tainty. Everyone uses this method from time to time. Whatis the fastest way to the local grocery store? Use a stopwatchto test the various routes. This is a simple but effective wayto get a conclusive answer. Scientists, of course, use moresophisticated testing procedures. The central feature, though,is theobjective determination of truth: that anyone could verifythe answer if they used similar procedures. Scientists dont be-lieve that the shortest route to the store is straight down

    Euclid Avenue just because everyone else does. They testand re-test. But experimental results are not static; scientificconclusions are always open to correction and modification.After all, Euclid Avenue may be under repair, which makesRiemann Parkway the fastest route.7

    Implications

    Table 3.1 summarizes these approaches. Generally, the meth-

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    WHAT IS UNCERTAINTY, ANYWAY? 47

    Table 3.1

    Methods of Creating Certainty

    Tolerance of EffortMethod Benefits Limitations uncertainty level

    Gut instincts Is expedient Knowledge is limited Low Low

    Is low cost May be difficult toverify notions

    Is spontaneous May legitimize prejudice

    Authorities Is expedient Is only one viewpoint Low Low

    Encourages Authority may feeldevelopment compelled to knowof specialized it allexpertise

    Frees us from Authority maybecoming a venture beyond

    master of all field of expertisetrades

    Experiences Is expedient Experiences may Average Averagebe limited

    Is universal Experiences may(everyone be misinterpretedhas them)

    Reasoning Is more Takes time and effort High Highanalyticaland thoughtful

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    WHAT IS UNCERTAINTY, ANYWAY? 49

    ing piece of the puzzle. In the second case, there may noteven be a piece, and they search in vain. In fact, that is ex-actly the kind of jigsaw puzzles Steve Richardson designs.10

    His company, Stave Puzzles Inc., crafts the most complexand expensive puzzles in the world. One of his devilish tricksis to leave open spaces in the puzzle where a piece is miss-ing by design. It is important to distinguish between thesetwo types of ignorance. Searching for a fictitious piece is notonly fruitless, it also wastes precious resources. An even morevexing problem is how much time it takes to conclude that

    there is, in fact, no missing piece. This is one of the rea-sons it may take even expert puzzle solvers up to two yearsto complete one of Mr. Richardsons puzzles.

    Randomness

    Even with vast amounts of knowledge, you may be facedwith another dimension of uncertaintyrandomness. Thereare random events beyond your wildest imagination, likethe freak lightening bolt that destroys a home. There is littlethat can be done about that.

    There is another type of randomness that lends itself tofurther scrutiny. Whether the coin you flip lands on headsor tails is completely arbitrary. Even a supercomputer can-

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    50 UNDERSTANDING THE CHALLENGE

    big picture. We can make two predictions about the stockmarket with reasonable certainty: (a) the market will go up,and it will come down, and (b) old models of the stock mar-ket will be discredited, and new ones will be invented. Me-teorologists have a fairly good handle on the myriad of factorsthat impact our weather patterns, but the interactions are socomplex that accurate predictions a month or even a weekaway can be extraordinarily difficult.12 Thus, experts maybe able to vaguely understand these complex systems, but itwill be very difficult to make many accurate predictions.

    Ignorance can be a springboard for innovations, discov-ery, and those serendipitous experiences that make life mean-ingful. Randomness may cultivate meaningful change,learning, evolution, and adaptation. Complexity can stimu-late growth, novel connections, and intriguingly tangledstructures.

    What Are Some Specific Examples of Things

    That Are Uncertain?

    Anything cloaked in ignorance, randomness, or complexity

    will be shrouded in uncertainty. That means that there are alot of mysteries to be solved. We highlight a few examples inthis section.

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    WHAT IS UNCERTAINTY, ANYWAY? 51

    predictions. Moreover, he freely admits the speculative na-ture of his task: . . . every statement about the future ought,by rights be accompanied by a string of qualifiersifs, andbuts, and on the other hands.14

    Some prognosticators are not so forthright. One researchfirm actively courts the media and rewards employees byhow many times they are quoted in major newspapers andjournals. They train their staff with admonitions like, ridyour speech of qualifying modifiers, which make you sounduncertain; speak in short sentences; and repeat important

    points several times to make sure the reporter gets them.15These are the incantations of a certainty merchant.

    Predicting the future is not a matter of intelligence. In 1987,Dr. Ravi Batra, an esteemed professor of economics at South-ern Methodist University, wrote a best-selling book entitledThe Great Depression of 1990. It never happened. He even rec-ommended that people keep one-third of their money tuckedaway in a safety deposit box and one-third under their mat-tresses.16 Those who followed his advice lost a great deal ofinvestment income and gains.

    Even decreasing the time frame does not seem to help. In

    the June 1997 issue ofWired magazine, several experts pre-dicted that it was unlikely that dentists would use lasersto drill cavities.17 On the very same day that the issue ap-

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    52 UNDERSTANDING THE CHALLENGE

    McDonalds. Why? McDonalds represents certainty in a seaof uncertainties.

    The first day on a new job is also filled with ambiguity.19

    New employees experience various kinds of uncertaintysuch as:

    What are my responsibilities? How will I be evaluated? What kinds of relationships will I form with coworkers?

    Scholars who study the assimilation of new workers intothe workplace have discovered seven distinct tactics ofnew-comers.20 The most direct way to create more certainty is toask questions of co-workers. There are less direct ways suchas observing others or even disguising attempts to gatherfurther information. Therefore, even though no one takes a

    Reducing Uncertainty course, everyone becomes fairlyskilled at taking the mystery out of new situations relativelyquickly. This may not always be beneficial, however, as ourstereotypes and clandestine information-gathering activitiesmay trick us into premature evaluations.

    Complex Systems

    WHAT IS UNCERTAINTY ANYWAY? 53

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    make accurate predictions. A system like this may be deemedcomputationally irreducible, which means, there is nofaster way of finding out what such a process is going to dothan just turn it on and watch it unfold. In short, the systemitself is its own fastest computer.23 It may be of little com-fort, but sometimes the only logical choice is to wait andsee what happens.

    Human Behavior

    Driving a motorcycle through the streets of Los Angeles at120 mph is foolish. But someone did it. Robbing a conveniencestore while wearing a work shirt emblazoned with your nameand company logo is inane. But a thief did it. Suing the dairyindustry for an addiction because you chose to drink milkevery day of your life is ridiculous. But one litigant did it.

    Trying to beat a train across a guarded crossing is careless. Yetevery year people die attempting to do so.

    There are virtually no limits to human foolishness. In onesense, this fact is a source of humor and innovation; in an-other, it is troublesome. What level of liability should a com-

    pany have when people use their products in foolish ways?Since it is impossible to fathom the reaches of human behav-ior, a company cannot hope to predict all the possible mis-

    54 UNDERSTANDING THE CHALLENGE

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    54 UNDERSTANDING THE CHALLENGE

    this instant, and vice versa.24 There is a boundary of preci-sion that humans can never cross. This was a revolutionarythought. As Heisenbergs biographer put it, we can neverknow nature as it really is; we can know it only as it appearsto us as we become part of the experiment itself.25 The im-plications of the uncertainty principle are far-reaching. Forinstance, accurately predicting specific events is impossible.Physicists cannot exactly foretell the flight of a specific elec-tron. But they can predict a range of possibilities. Likewise,you cannot be absolutely sure that flicking on the light switch

    will result in an illuminated room. There is, however, a 99percent probability that it will. An insurance company can-not identify which specific individuals in a community willbecome victims of an accident. But it can predict the acci-dent rate in a given community within a few percentagepoints. Probabilities, therefore, can be used to create more

    certainty about the big picture, while providing us little in-formation about a given specific event. In short, you can havegreater certainty on the macro-level than you can ever hopefor on a micro-level.

    Some scholars use the uncertainty principle to argue that

    the very act of observing something can change it.26

    Con-sider the impact of cameras in a courtroom. Opening judi-cial proceedings to television audiences changes the

    WHAT IS UNCERTAINTY ANYWAY? 55

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    WHAT IS UNCERTAINTY, ANYWAY? 55

    In summary, the future, new situations, complex systems,human behavior, and human knowledge are inherently un-certain. Thoughtful people should be wary of those whospeak too confidently in these areas and should not becomeoverly concerned when they make mistakes or encounterdifficulties when confronting these issues.

    What Are the Implications of this View of Uncertainty?

    There are several important implications of our perspective

    on uncertainty. This section introduces some of the notionsthat are explored in more detail in Chapters 69.

    First, Accept the Inherent Fluidity of Certainty Levels

    The level of uncertainty is constantly changingincreasing

    or decreasing as events warrant. For over 200 years, IsaacNewtons laws of motion were thought to be absolutely cer-tain. Albert Einstein questioned the Newtonian laws, and nowthey serve as merely good approximations. Similarly, behav-ioral psychologist B.F. Skinner proudly proclaimed that he

    had discovered the underlying laws of human behavior.28

    Aswith the proverbial rat in the maze, he suggested that re-warded behavior will be repeated. If you punish behavior, it

    56 UNDERSTANDING THE CHALLENGE

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    56 UNDERSTANDING THE CHALLENGE

    Second, Avoid Polarizing Statements About

    Your Degree of Certainty

    Our fictions are as important as our realities, for they tell usmuch about what we choose to see. Most people choose cer-tainty over uncertainty, the known over the unknown andorder over chaos. As we have argued, people generally viewcertainty as good and uncertainty as bad. But this kind ofpolarization can be harmful because the opportunities ofuncertainty, chaos, and the unexplored are rarely realized.

    There is an alternative. You can index your level of certainty,thereby possibly removing the polarizing connotations. If yousay, I have an intuition that something isnt right here, youare inviting further inquiry. Saying, I dont know but I havehunch that . . . encourages discussion of the unknowns sur-rounding a decision. A personal financial planner who ac-

    knowledges that she is using a rule of thumb instead of a lawimplicitly creates dialogue around possible nuances of theclients position. In brief, if certainty and uncertainty are treatedas an either/or proposition, certainty almost always wins.This is unfortunate and unnecessary.

    Third, Respond Appropriately to Different Typesof Uncertainty

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    WHAT IS UNCERTAINTY, ANYWAY? 57

    create useful rules of thumb. Or you might try to discern abasic pattern in the chaos. For example, no one truly under-stands how organizations are transformedthey are toocomplex. However, we know that employees have relativelypredictable reactions to organizational change. Employeereactions tend to mirror the stages of those facing a terminalillness; they experience denial, anger, bargaining, depression,and acceptance.30 Therefore, discerning the type of uncer-tainty is crucial in planning a response.

    Fourth, Recognize That What Is Fairly Certain toOne Person Could Be Uncertain to Another

    There are people who believe with 100 percent certaintythat Elvis is alive or that aliens abducted him. It is verydifficult to argue with these folks. Why? They have very

    different ways of determining their beliefs. Their methodsare often unconscious and unscrutinized: I cant tell howI know; I just know. Thus, it is not reasonable to assumethat someone attaches the same level of certainty to a factthat you do.

    Fifth, Remember That People Often MisrepresentTheir Certainty Level

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    58 UNDERSTANDING THE CHALLENGE

    Concluding Thoughts

    Our taste buds are accustomed to certainty. The Seven Lawsof Personal Happiness is more palatable than A FewNondefinitive Inklings that May Make You Smile (No Prom-ises, Though!). We feed our appetites for certainty in count-less ways. Junk science 31 may appear enticing, but itultimately starves our intellect. This and other treats for themind will be explored in more depth in the next chapter.

    Notes

    1. R.P. Feynman, Six Not-So-Easy Pieces: Einsteins Relativity, Symmetry,and Space-time (Reading, MS: Addison-Wesley, 1997), p. 77.

    2. M. Karlins and H. Abelson, Persuasion: How Opinions and Attitudes AreChanged(New York: Springer, 1970).

    3. Carl Jung as cited by F.E. Vaughan, Varieties of Intuitive Experience,

    Intuition in Organizations, ed. W. Agor (Newbury Park, CA: Sage, 1989), 4061.4. A. Bechara, H. Damasio, D. Tranel, and A.R. Damasio, Deciding Ad-

    vantageously Before Knowing the Advantageous Strategy,Science, 28 Febru-ary 1997, 12931294.

    5. W. Agor,Intuition in Organizations: Leading and Managing Productively(Newbury Park, CA: Sage, 1989).

    6. A. Tversky and D. Kahneman, Judgment Under Uncertainty: Heuristics

    and Biases,Science 185 (1974): 1124

    1131.7. Euclid invented plane geometry in which the shortest distance between

    two points is a straight line. Georg Friedrich Bernhard Riemann was one of theproponents of non Euclidian geometry in which the shortest distance between

    WHAT IS UNCERTAINTY, ANYWAY? 59

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    ,

    17. D. Pescovitz, The Future of Dentistry,Wired, June 1997, 78.18. R.L. Rundle, FDA Approves PainlessLaser Drill for Teeth,Wall Street

    Journal,8 May 1997, B1,10.19. J. Teboul, Facing and Coping with Uncertainty During Organizational

    Encounter,Management Communication Quarterly 8, no. 2 (1994): 190224.20. V.D. Miller and F.M. Jablin, Information Seeking During Organizational

    Entry: Influences, Tactics, and a Model of the Process,Academy of Manage-ment Review 16, no. 1 (1991): 92120.

    21. P.M. Eng, A Worried Web,Business Week, 30 June 1997, 46.22. B. Littlewood and L. Strigini, The Risks of Software,Scientific Ameri-

    can 267, no. 5 (1992): 6275.23. J.L. Casti, Searching for Certainty, p. 75.24. D.C. Cassidy, Uncertainty: The Life and Science of Werner Heisenberg

    (New York: W.H. Freeman, 1992), p. 228.25. Ibid., p. 235.26. K. Miller, Nurses at the Edge of Chaos: The Application ofNew Sci-

    ence: Concepts to Organizational Systems,Management Communication Quar-terly 12, no. 1 (1998): 112127.

    27. J. Krakauer,Into Thin Air: A Personal Account of the Mt. Everest Disaster(New York: Villard, 1997), p. 138.

    28. D.W. Bjork, B.F. Skinner: A Life (New York: American PsychologicalAssociation, 1997).

    29. R. Porter, The Greatest Benefit to Mankind: A Medical History of Human-ity (New York: W.W. Norton, 1997).

    30. P. Clampitt, Communicating for Managerial Effectiveness (Thousand Oaks,CA: Sage, 2001).

    31. Junk science refers to research that has thefacade but not the substance ofscientific rigor and objectivity. See, for example, C. Crossen, Tainted Truth: The

    Voodoo Science: The Road from Foolishness to Fraud(New York: Oxford Uni-versity Press, 2000).

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    4HOW IS THE ILLUSION OF

    CERTAINTY CREATED?

    The schools and the books make it all seem so cut and dried.If you do this, you get this. Well, thats wrong.

    Este Lauder

    Magicians, sorcerers, and illusionists have fascinated peoplein every age and culture. People of all classes from kings andqueens to the humblest peasant have delighted in their trick-ery. But what is the source of the enchantment? Why are peopleso captivated by their wizardry? To be sure, the mysterious

    holds a certain charm. Yet, the secret may lie in something evenmore fundamentalthe apparent defiance of natural law. Inthe day-to-day world, bunnies do not suddenly spring from

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    CEO of Southwest Airlines, Herb Kelleher, is one exception.He explains:

    Reality is chaotic; planning is ordered and logical. The two dontsquare with one another. . . . The meticulous nit-picking that

    goes on in most strategic planning processes creates a mentalstraightjacket that becomes disabling in an industry where thingschange radically from one day to the next.1

    In short, the company can become a victim of its planningprocesses.

    Traditionally, the management planning process followsa standard, well-defined series of steps. It typically workslike this:

    Step 1: End point objectives are developed.

    Step 2: Gaps between current positions and the objec-tives are identified.Step 3: Action plans, timetables, and outcome measures

    are created to close the gaps and drive towardthe desired results.

    The process usually works well. But taken to extremes,managers may drive out even more uncertainty by makingthe plans more specific and detailed This quest can turn

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    proven useful in many situations. But it is important to un-derstand the limitations, as well. Cost-benefit analysis forcesforecasters to put dollar values on any number of tangibleor intangible benefits. For example, a citizen might be asked,How much would you pay out of your pocket to have morewildlife (e.g., animals) in your neighborhood? The prob-lem is that such judgments are somewhat superficial, driv-ing out the complex interactions of various factors. After all,the increase in wildlife sounds good, but what if it also in-creases the number of accidents at the deer crossings that, in

    turn, increases the auto insurance rates? These are the kindsof ripple effects that cost-benefit analyses have a difficulttime handling. As physicist Mitchell Waldrop suggests:

    All too often, the apparent objectivity of cost-benefit analyses isthe result of slapping arbitrary numbers on subjective judgments,

    and then assigning the value of zero to the things that nobodyknows how to evaluate.3

    When numbers become the focus, you lose all feeling for theunpredictability of the analyses.

    Uncritically Using Research

    A research study can provide insight into a difficult prob-l b t l t di d i M l h i th

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    deal with many of these concerns. But less professional re-searchers can administer surveys and analyze data in suchways as to create a false sense of certainty. The bottom line:If executives want scientific research to bolster their claims,then usually it can be produced.7 Hence, some research can

    be dismissed as a mere tactic to increase the organizationsconfidence in something that is essentially uncertain.

    An even more subtle and vexing problem confrontsthose using research to drive out uncertainty. I dontknow could mean there isnt enough information, but it

    could also mean, Im confused. More information orresearch does not always help solve a problem of confu-sion that may be rooted in complexity or randomness.Ironically, more research may foment more confusion. Asorganizational theorist Karl Weick observed:

    People can always dig up more information, even if they keepthrowing it at the wrong problem. It is easier to solve a problemthat is labeled a problem ofignorance than a problem labeledconfusion. We deal with ignorance by an infusion of more in-formation. Confusion is not so neat. More information, morequantities, only make things worse. Confusion is an issue ofquality, something bean-counters are not well equipped tohandle.8

    All t ft h t t d i t th l it f

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    trary. Moreover, there is usually pressure to make the modelconform to the prevailing wisdom. Two noted business schol-ars concluded that misinforming the public under the guiseof forecasts and computer models appears to have taken firmroot in the culture of many organizations.10 According to

    their research, senior management frequently asks for ad-justments in some baseline figures in order to make the pro- jections appear more favorable. Over 60 percent of theforecasters reported that these adjustments decreased theaccuracy of their models.11 Even independent analysts can

    fall prey to these pressures. One study reported that corpo-rate earnings projections had an error rate of over 65 per-cent.12 Even one of the pioneers of mathematically basedforecasting, Thomas Naylor, admitted that there is increas-ing evidence that thepolitics of model-building may be thesingle most important factor in determining the success or

    failure of a particular corporate modeling project.13

    Over-Emphasizing Formality in Presentations

    A formal presentation provides an expedient way to share alot of information. It can be illuminating, entertaining, and

    provocative. But a formal presentation often creates an im-pression of certainty that is actually a mirage. How does thishappen? The speaker comes prepared with dozens of neatly

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    The net result: The presentation almost always focuses onthe known or the projected. Listeners rarely hear of the un-knowns or the quandaries the speaker faced in formulating theplan. In brief, a superficial certainty is created that tends to shutoff further inquiry, screening the audience from other perspec-

    tives that may be based on different premises. Monologue stiflesdialogue. Perhaps this is why one of the first actions LouGerstner took when he became CEO of International BusinessMachines (IBM) was to ban formal presentations. He said:

    I have never seen foils (slides) like [I have] in this company. Theremust be a manual that says every foil must have 4 circles, 2 tri-angles, 16 arrows, and as many of them as possible should bethree dimensionalwith shadingand at least 4 colors.14

    Instead, Gerstner required that all the critical ideas and po-

    sitions be submitted in writing ahead of time. This allowedthe discussion to move forward from that point.15 He, nodoubt, recognized that monologue tends to support conven-tion, while dialogue fosters innovation, flexibility, and men-tal acumen.

    Enforcing Inappropriate Deadlines

    Deadlines may be necessary but they also can be arbitrary

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    horse race? Can harnessing a freewheeling discussion be harm-ful? Absolutely. Reining in a discussion slows the creativity ofall participants. Options are not explored, and doubts are notexpressed. The result: Artificial certainty is created.

    In some cases, people use deadlines to subtly seize power

    and control. For instance, during one departmental meet-ing, an intense senior staff member presented a plan for adepartmental reorganization. Every detail was specified. Allthe Is were dotted and the Ts crossed. No one else hadprovided any input into the plan. When some members

    wanted to explore other options, he responded, Look, wehave to reach a decision; the VP wants a response yester-day. When others noted that the deadline was flexible, hewent ballistic and responded, We dont have any other op-tions, and every other department has submitted its plan.We have to decide, and here is a viable option. Even direct

    assurances from the vice president that this was a specialsituation with a more flexible deadline would not dissuadehim. By the end of the meeting, his plan became thedepartments plan, and the deadline was the club used to forcea premature decision. For most participants it was a goodunder-the-circumstances decision. What few recognizedwas that the skilled curmudgeon had artificially and unnec-essarily manufactured the circumstances.

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    expertise is based on theperceptions of the organization.16 Ina weird twist, the company buys the certainty by the very actof assigning high credibility to the consultant. It is a per-fectly subtle method of self-deception. Organizations bottleup uncertainty by letting the expert do it for them, whether

    warranted or not. In fact, some consultants are hired for theunstated purpose of putting their stamp of approval on apredetermined method for driving chaos, complexity, or ran-domness out of the situation.

    The internal organizational expert weaves a magic spell

    in a similar way to the outside consultant. Internal expertsoften treat certain aspects of the company as their per-sonal fiefdom, and they defend it against invaders. Theyalso want to make all the calls regarding their area of ex-pertise, and any question about their decision is regardedas a personal threat. This creates certainty at the expense

    of team problem solving, integrated approaches, and syn-ergistic solutions.

    Submitting to Authoritarians

    Leaders with a highly authoritarian style tend to share a be-lief in their own infallibility. They manipulate others by pro-viding certainty in the midst of chaos and demand absolute

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    In another situation, the same CEO launched an empow-erment crusade hoping to solicit more employee input. Thatmay sound a bit odd coming from this fellow; dictators liketo call all the shots. But he wanted to be like all the otherworld-class companies, so he proceeded to outline in pre-

    cise detail how the company was going to empower people.He, of course, drafted the entire plan without input fromanyone, and everyone was relentlessly trained and drilledon the crucial elements of the plan. Managers were requiredto submit empowerment progress reports, and employees

    were even quizzed on the ten steps to empowerment. Did itwork? Of course it did. The CEO had survey results manu-factured that showed that all employees were committed tohis plan. Dictators know the power of fearonly in a weirdlytwisted way were employees empowered. He, of course,never sensed the irony of not involving anyone in planning

    the empowerment campaign. Thus, certainty and a strangeconsensus emerged out of this silent acquiescence to the CEO.

    Applying Inappropriate Labels

    Labels reify; they turn the abstract and fluid into somethingconcrete. Reification can help us understand something thatis complex, but there is also a downside: Context and nu-

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    bitrary restrictions on their behavior. Introverts are supposedto be thoughtful and reserved and are not supposed to bespontaneous or talkative. Once applied, the label can con-strain the natural ebb and flow of the communication. It di-rects attention away from how the stage of a relationship or

    the dynamics of a situation can alter behavior. In the rightsituation, even the most deeply introverted person may speakwithout thinking. Likewise, the most gregarious extrovertmay become circumspect when faced with a compelling re-lational trauma.

    In the calculus of human behavior, personality is only onevariable. The personality profile focuses attention on the in-dividual psyche while shifting attention away from the situ-ation. For example, teams can implicitly cooperate and createa relational dynamic in which they subconsciously avoidcertain controversial subjects. Our language contains few

    descriptive words to talk about fuzzy relationships like this.Yet when leaders implicitly comprehend these relationships,they have a far better chance of accurately predicting out-comes than they do by only understanding one side of theequation. In short, to avoid reifying, use verbs in place ofnouns. Instead ofhe is an extrovert, we should say he isextroverting in this particular situation. Then leaders willhave a richer and deeper view of human behavior. Perhaps

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    create the success in the first place. Indeed, this is why 3Muses stories as the principal method of communicating vitalinformation to employees.18 Recipes can provide a false senseof security.

    Typically the proof that the recipe works comes from

    people who have completed all the steps and are enjoyingsuccess beyond their wildest dreams. Many of these recipesoffer some valuable ideas. However, what the recipe mak-ers dont reveal proves significant:

    How many people couldnt understand the steps in thefirst place? How difficult is it to follow the procedures? How many people have followed the formula and have

    not been successful?

    To put this in context, consider the difficulty scientists havein duplicating experimental results. The scientific com-munity has a long and proud tradition of providing spe-cific and complete details about an experiment in orderthat other researchers can verify the findings. When itcomes to details about procedures, scientists use the goldstandardyet the remarks of a Nobel Prize-winningchemist are shocking:

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    questionable standards, could provide reasonable odds offulfilling their claims.

    Concluding Thoughts

    Leaders, who inappropriately use any of the techniques de-scribed above, can simultaneously suppress their own un-certainty (creating an Unsettling Climate), while stiflingtheir employees uncertainty (creating a Stifling Climate).For example, excessive planning may make managers feel

    more secure but discourages employees from expressingtheir concerns and uncertainty. When the inevitable imple-mentation failure occurs, each side blames the other. Themanagers argue, if only they had followed the plan, thenit would have worked, while employees think, if onlythey had listened to our concerns, then we could have made

    it work. Such destructive cycles of accusation and blamepermeate organizations that overlook the value of devel-oping a dynamic climate in which all employees seek toembrace uncertainty.

    Yet, effective leaders, like skilled magicians, know howto expose the illusions shrouding the uncertainty. In his era,Ehrich Weiss from Appleton, Wisconsin, was one suchmagician. His sensational escapes from straightjackets,

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    Notes

    1. K. Freiberg and J. Freiberg,Nuts! Southwest Airlines Crazy Recipe ForBusiness and Personal Success (Austin, TX: Bard Press, 1996), pp. 8586.

    2. A. Grove,Business Week, 24 February 1997, 6.3. M.M. Waldrop, Complexity: The Emerging Science at the Edge of Order

    and Chaos (New York: Simon & Schuster, 1992), p. 332.4. A. Fink,How to Ask Survey Questions (Thousand Oaks, CA: Sage, 1995).5. V. Morwitz, J. Steckel, and L. Stern, When Do Purchase Intentions Pre-

    dict Sales? Working paper,Marketing Science Institute, June 1997, 97112.6. J. Mach, The New Market Research,Inc.,July 1998, 8693.7. C. Crossen, Tainted Truth: The Manipulation of Fact in America (New

    York: Simon & Schuster, 1994).

    8. K. Weick, Sensemaking in Organizations (Thousand Oaks, CA: Sage,1995), p. 187.

    9. M.M. Waldrop, Complexity,p. 342.10. C.S. Galbraith and G.B. Merrill, The Politics of Forecasting: Managing

    the Truth,California Management Review 38, no. 2 (1996): 2945.11. Ibid., 38.12. Ibid., 30.

    13. T. Naylor, The Politics of Corporate Model Building,Planning Review,January 1975, 328.14. C. Arnst, An Exclusive Account of Lou Gerstners First Six Months,

    Business Week, 4 October 1993, 8794.15. S. Sherman, Is He Too Cautious to Save IBM?Fortune, 3 October 1994,

    7890.16. E. Shapiro, R. Eccles, and T. Soske, ConsultingHas the Solution Be-

    come Part of the Problem?Sloan Management Review 34, no. 4 (1993): 8995.17. D. Hammarskjld,Markings (New York: Knopf, 1964), p. 78.18. G. Shaw, R. Brown, and P. Bromiley, Strategic Stories: How 3M is Re-

    writing Business Planning Harvard Business Review 76 no 3 (1998): 41 54

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    5WHAT ARE THE DANGERS OF

    CREATING ARTIFICIAL CERTAINTY?

    When top managers describe realitywhat they perceive asrealitywith an air of certainty and authority, they create anincredible mantle of ineffectiveness, because everyone thenlooks up to them to solve the problems, to do the thinking.

    Peter Senge

    When a talented athlete emphatically slams a basketballthrough the hoop, it almost always brings the fans to theirfeet. Whats so special about a slam dunk? After all, the teamgets the same number of points for a layup. Perhaps fansemotio