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Page - The Difference

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The Difference - image 1

The Difference The Difference - image 2

HOW THE POWER OF DIVERSITY

CREATES BETTER GROUPS, FIRMS,

SCHOOLS, AND SOCIETIES

With a new preface by the author

Scott E. Page

P R I N C E T O N U N I V E R S I T Y P R E S S

P R I N C E T O N A N D O X F O R D

Copyright 2007 by Princeton University Press

Published by Princeton University Press, 41 William Street, Princeton, New Jersey 08540
In the United Kingdom: Princeton University Press, 6 Oxford Street, Woodstock, Oxfordshire OX20 1TW

All Rights Reserved

Third printing, and first paperback printing, with a new preface by the author, 2008
Paperback ISBN: 978-0-691-13854-1

The Library of Congress has cataloged the cloth edition of this book as follows
Page, Scott E.
The difference : how the power of diversity creates better groups, firms, schools, and societies / Scott E. Page.
p. cm.
ISBN-13: 978-0-691-12838-2 (cloth : alk. paper)
ISBN-10: 0-691-12838-3 (cloth : alk. paper)
1. Diversity in the workplace. 2. Multiculturalism. I. Title.
HF5549.5.M5P34 2007
658.3008dc22 2006044678

British Library Cataloging-in-Publication Data is available

This book has been composed in Sabon Typeface
Printed on acid-free paper.

press.princeton.edu

Printed in the United States of America

10 9 8 7 6 5 4 3

Jungleland by Bruce Springsteen. Copyright 1975 (Renewed) Bruce Springsteen (ASCAP). Reprinted by permission. International copyright secured. All rights reserved.

JENNA, I dedicate this discrete product of our continuous lives to you.

From the earliest traceable cosmical changes down to the latest results of civilization, we shall find that the transformation of the homogeneous into the heterogeneous is that in which progress consists.

H ERBERT S PENCER , Progress: Its Law and Cause

The dim boy claps because the others clap.

R ICHARD H UGO , The Freaks at Spurgin Road Field

Contents

Preface to the Paperback Edition
Prufrock Avoided

Acknowledgments
The Continuous Life

Prologue
How Diversity Trumps Ability: Fun at Caltech

Introduction
Unpacking Our Differences

PART ONE
UNPACKING THE TOOLBOX

1
Diverse Perspectives
How We See Things

2
Heuristics
Do the Opposite

3
Interpretations
Our Own Private Flatland

4
Predictive Models
Judging Books by Their Covers

5
Measuring Sticks and Toolboxes
Calipers for the Brain

PART TWO
DIVERSITYS BENEFITS: BUILDING FROM TOOLS

6
Diversity and Problem Solving
Darwins Brass Tacks

7
Models of Information Aggregation
Mindless Signals

8
Diversity and Prediction
The Crowd of Models

PART THREE
DIVERSE VALUES: A CONFLICT OF INTERESTS
(OR IS IT)?

9
Diverse Preferences
Why Tapas

10
Preference Aggregation
Four (Not So) Depressing Results

11
Interacting Toolboxes and Preferences
Go Ask Alice

PART FOUR
THE PUDDING: DOES DIVERSITY GENERATE
BENEFITS?

12
The Causes of Cognitive Diversity
Family Vacations, College, or Identity?

13
The Empirical Evidence
The Pudding

PART FIVE
GOING ON THE OFFENSIVE

14
A Fertile Logic
Putting Ideas to Work

Epilogue
The Ketchup Questions

Preface to the Paperback Edition
PRUFROCK AVOIDED

That is not it at all.
That is not what I meant, at all.
T. S. E LIOT , The Love Song of J. Alfred Prufrock

In January 2007, I stood in an upstairs ballroom of the Palmer House Hotel in Chicago, preparing to speak to a group of high school administrators. One hundred copies of The Difference lay stacked nearby on a catering table. Officially, the book had yet to be released, so this was, in effect, its coming out party. As I stared at the uncracked spines, I pondered the books reception. Would people get it? Or would I spend the next few years quoting T. S. Eliot?

Happily, Prufrock has been avoided.

Not that I didnt have my moments of doubt. Initial readings were all over the map. Some in the blogosphere characterized the book as Jim Suroweickis Wisdom of Crowds on steroids. Others framed it as a book about affirmative action. Still others said it described a portfolio model of people. My wife assured me that these were proof of my theoryevidence of diverse perspectives in action. I was less certain and dusted off my Eliot to work on cadence.

Perhaps because The Difference takes time to digest, eventually, accurate readings won out. Reviewers recognized that The Difference explores the pragmatic, bottom-line contributions of diversity. It does so using models and logic, not metaphor. The books claims that collective ability equals individual ability plus diversity and that diversity trumps ability are mathematical truths, not feel-good mantras.

Diversity, as characterized in the book, means differences in how people see, categorize, understand, and go about improving the world. I should hasten to add that the books emphasis on cognitive diversity and the pragmatic benefits of diversity does not deny other dimensions of diversity. Those exist, and they matter. In fact, identity diversity and cognitive diversity often go hand in hand. Two people belonging to different identity groups, or with different life experiences, also tend to acquire diverse cognitive tools.

Unfortunately, rather than leverage those differences to our collective benefit, we often allow our differences to impede progress and innovation. When confronted with someone who looks or acts differently, many of us tend to recoil. Soon after the initial publication of The Difference, Robert Putnam released results from a large survey that demonstrated the scale of this negative response to diversity. He found that levels of civic engagement and trust decreased as communities became more diverse. Note that in his case, diversity means ethnic diversity.

His raw data painted a bleak picture. People in diverse neighborhoods not only trusted people belonging to other ethnic groups less, they trusted everyone less. Not good. Reality may not be as bleak as Putnams most publicized graphs seem to imply, however. After he takes into account control variablescrime, income, city size, educational attainment, etc.the negative effects of diversity decrease substantially.

But the media saw Putnams work and mine as contradictory: Putnam says diversity is bad. Page says diversity is good. The juxtaposition was ill posed. Putnam had done survey research. I had written theoretical models. Putnam was asking people about trust and happiness. I was constructing models of collective productivity, accuracy, and innovation. He was asking, do we get along? I was analyzing whether diverse teams make better mousetraps.

Interacting with a large number of diverse people should be more cognitively taxing than hanging out with your close friends, who look, think, and act just like you. Situated in a diverse polyglot, people may indeed feel the need to hunker down (to use Putnams phrase). Even so, they probably do not fully insulate themselves. They cannot avoid having their world view a bit more exposed to new ways of seeing and thinking, and as a result they cannot help but become a bit more productive. Thus, we should expect members of diverse communities, cities, and nations to be more productive, even if they are less trusting.

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