University of Iowa
Iowa Research Online
3eses and Dissertations
Summer 2017
Fuel of interest and re of genius: essays on the
economic history of innovation
Michael Jerey Andrews
University of Iowa
Copyright © 2017 Michael Je2rey Andrews
3is dissertation is available at Iowa Research Online: h5p://ir.uiowa.edu/etd/5702
Follow this and additional works at: h5p://ir.uiowa.edu/etd
Part of the Economics Commons
Recommended Citation
Andrews, Michael Je2rey. “Fuel of interest and 4re of genius: essays on the economic history of innovation.” PhD (Doctor of
Philosophy) thesis, University of Iowa, 2017.
h5p://ir.uiowa.edu/etd/5702.
FUEL OF INTEREST AND FIRE OF GENIUS: ESSAYS ON THE ECONOMIC
HISTORY OF INNOVATION
by
Michael Jeffrey Andrews
A thesis submitted in partial fulfillment of the
requirements for the Doctor of Philosophy
degree in Economics
in the Graduate College of
The University of Iowa
August 2017
Thesis Supervisor: Assistant Professor Nicolas Ziebarth
Graduate College
The University of Iowa
Iowa City, Iowa
CERTIFICATE OF APPROVAL
PH.D. THESIS
This is to certify that the Ph.D. thesis of
Michael Jeffrey Andrews
has been approved by the Examining Committee for the
thesis requirement for the Doctor of Philosophy degree
in Economics at the August 2017 graduation.
Thesis Committee:
Nicolas Ziebarth, Thesis Supervisor
Joel Mokyr
Martin Gervais
Alice Schoonbroodt
Julia Garlick
To the anonymous inventors who created our world but whose names have been lost
to history
ii
Before [the establishment of the patent system], any man
might instantly use what another had invented; so that the
inventor had no special advantage from his own invention.
The patent system changed this; secured to the inventor,
for a limited time, the exclusive use of his invention; and
thereby added the fuel of interest to the fire of genius, in
the discovery and production of new and useful things.
Abraham Lincoln,
Lecture on Discoveries and Inventions, 1858
iii
ACKNOWLEDGEMENTS
First and foremost, I want to thank my advisor, Nicolas Ziebarth, for his
guidance, his insight, and, often, his patience. I would also like to thank all of the
members of my committee: Joel Mokyr, who acted as a second advisor to me while I
was visiting Northwestern University; Alice Schoonbroodt; Martin Gervais; and Julia
Garlick. In addition to the members of my committee, I am especially grateful to
Teddy Kim and Michael Choi. I have learned a lot from the entire economics depart-
ment at the University of Iowa, and almost everyone has been extremely generous
with their time. I have learned the most from my fellow graduate students. A list of
all of the students to whom I am indebted would consist of the entire grad student
directory.
I am also very grateful to the Kauffman Foundation, NSF Doctoral Disser-
tation Grant #1661421, the Balzan Foundation, and the Northwestern Center for
Economic History for financial support.
No acknowledgement from a Tippie College of Business dissertation would be
complete without thanking Renea Jay, because no Tippie student would be able to
complete their dissertation without Renea’s constant help and support. When I first
arrived in Iowa, I was told that Renea was “the department mom.” I now realize that,
if anything, such a description understates the work Renea does for her students.
Last and certainly not least, I am eternally grateful to my parents, Jeff and
Adair, for constant support and encouragement.
iv
ABSTRACT
This dissertation, which consists of four chapters, uses historical patent data to
understand invention in the United States. The first chapter studies how institutions
of higher education affect invention. The second chapter seeks to understand the
importance of informal social interactions for the creation of new ideas. The third
chapter answers the question of what types of individuals are most likely to become
inventors. The fourth chapter discusses various historical patent datasets in detail.
In Chapter 1, I exploit historical natural experiments to identify the causal
effect of the establishment of new colleges on local patenting. Using losing finalist
counties that did not receive a new college as counterfactuals, I find that the es-
tablishment of a new college caused 33% more patents per year in college counties
relative to the losing finalists. To understand the role of a college education in driving
patenting in college towns, I use a novel dataset of graduates from college yearbooks
and find that a college’s graduates and faculty account for a very small share of the
patents granted in that college’s county. Changes in county population account for
45-65% of the increase in patenting in college counties.
In Chapter 2, I exploit a different historical policy to understand the impor-
tance of informal social interactions for invention. More specifically, I examine the
effects of state-level alcohol prohibition in the U.S. Prior to the enactment of statewide
alcohol laws, each county determined its own alcohol policies. Thus, statewide prohi-
bition differentially treated counties depending on whether they were wet or dry prior
v
to statewide adoption. The imposition of statewide prohibition reduces the number
of patents by 15% per year in previously wet counties relative to previously dry coun-
ties. The effect is largest in the first three years after the imposition of prohibition
and diminishes thereafter. Consistent with this decrease being driven by a disruption
of informal social interactions, the patenting rate for men decreased more than that
for women in previously wet counties.
In Chapter 3, my coauthors and I match the Annual Reports of the Commis-
sioner of Patents from 1870 to 1940 to the corresponding U.S. Federal Population
Censuses. This matching procedure provides a rich set of demographic information
on a comprehensive set of inventors, allowing us to answer the fundamental ques-
tion of who invents. We first document that patentees are more likely to be older,
white, male and to be living in a state other than the one in which they were born.
These patterns are very persistent over space and time. We then attempt to iden-
tify correlates of the demographics of patentees focusing on county-level economic
and demographic characteristics. Beyond the most obvious, such as the fraction of
a particular demographic group in that county, very little explains differences in the
demographics of inventors across counties.
In Chapter 4, I compare the strengths and weaknesses of four historical patent
datasets and consider the suitability of each for use in economic research. I describe in
detail differences in terms of the type and reliability of included information and po-
tential sample selection issues. I show that while there are differences across datasets,
overall they paint a remarkably consistent picture of invention in U.S. history.
vi
PUBLIC ABSTRACT
Innovation is the key driver of economic growth. Despite its importance, sur-
prisingly little is known about the identities of inventors, how they create new ideas,
or how policy can promote invention. Each chapter of my dissertation uses historical
data to answer these questions.
Chapter 1 studies how colleges promote invention. Commercial innovation
often occurs near colleges, but determining whether colleges cause those innovations
is difficult. Comparing places that get a college to runner-up sites that almost received
the new institution, I find that establishing a college causes one-third more patents
per year. These additional patents do not tend to come from a college’s graduates
or faculty; instead, colleges attract inventive people to the area. Controlling for
population explains up to two-thirds of the increase in invention.
In Chapter 2, I test how important informal social interactions – that is, people
serendipitously bumping into one another – are for invention. I exploit a historical
event in which one avenue of informal interactions is eliminated: alcohol prohibition
in U.S. states. Shuttering saloons reduces patenting by 15%. The effect is strongest
immediately after the imposition of prohibition, before people have time to find other
venues in which to interact.
In Chapter 3, my coauthors and I link the patent record to U.S. censuses from
1870 to 1940. We document that women and African Americans are persistently
underrepresented in the patent data. In Chapter 4, I discuss the accuracy and com-
vii
pleteness of various primary sources of historical patent data used in the preceding
chapters.
viii
TABLE OF CONTENTS
LISTOFTABLES…………………………… xii
LISTOFFIGURES ………………………….. xv
PREFACE ………………………………. xxii
CHAPTER
1 THE ROLE OF UNIVERSITIES IN LOCAL INVENTION: EVIDENCE
FROM THE ESTABLISHMENT OF U.S. COLLEGES . . . . . . . . 1
1.1 Introduction ……………………….. 1
1.2 Data and Empirical Model . . . . . . . . . . . . . . . . . . . . . 8
1.2.1 The College Site Selection Experiments . . . . . . . . . . 8
1.2.2 Patent and County Data . . . . . . . . . . . . . . . . . . 14
1.2.3 The Winning and Losing Counties . . . . . . . . . . . . . 17
1.2.4 Empirical Model . . . . . . . . . . . . . . . . . . . . . . . 22
1.3 Results ………………………….. 24
1.3.1 Baseline Results . . . . . . . . . . . . . . . . . . . . . . . 24
1.3.2 Dynamics……………………… 37
1.3.3 Geographic Spillovers . . . . . . . . . . . . . . . . . . . . 40
1.4 How Do Colleges Affect Patenting? . . . . . . . . . . . . . . . . . 43
1.4.1 Patenting by College Graduates and Faculty . . . . . . . 44
1.4.2 College Types and Patent Classes . . . . . . . . . . . . . 51
1.4.3 Patenting by Individuals Unaffiliated with a College . . . 59
1.4.4 Demographic and Economic Effects of Colleges . . . . . . 63
1.4.5 Colleges versus Consolation Prizes . . . . . . . . . . . . . 73
1.4.6 Discussion …………………….. 75
1.5 Conclusion ………………………… 79
2 BAR TALK: INFORMAL SOCIAL INTERACTIONS, ALCOHOL PRO-
HIBITION, AND INVENTION . . . . . . . . . . . . . . . . . . . . . 81
2.1 Introduction ……………………….. 81
2.2 Historical Background . . . . . . . . . . . . . . . . . . . . . . . . 87
2.3 Data …………………………… 97
2.4 Results ………………………….. 103
2.5 Nationwide Prohibition . . . . . . . . . . . . . . . . . . . . . . . 114
2.6 ClosingTime……………………….. 119
ix
3 HISTORICAL CHANGES IN THE DEMOGRAPHICS OF INVEN-
TORS IN THE UNITED STATES . . . . . . . . . . . . . . . . . . . . 120
3.1 Introduction ……………………….. 120
3.2 Data …………………………… 127
3.2.1 Generating a List of Patentee Grantees . . . . . . . . . . 128
3.2.2 Matching Patentees to the Census . . . . . . . . . . . . . 132
3.3 Results ………………………….. 149
3.3.1 Trends in the Demographics of Patentees . . . . . . . . . 149
3.3.2 Trends in the Demographics of Patentees Inferred from
FirstNames ……………………. 156
3.4 County-level Economic and Demographic Correlates . . . . . . . 163
3.5 Effects of Local Institutions on Marginalized Populations . . . . 169
3.5.1 HBCUs………………………. 169
3.5.2 Women’s Suffrage . . . . . . . . . . . . . . . . . . . . . . 174
3.6 Conclusion ………………………… 176
4 COMPARING HISTORICAL PATENT DATASETS . . . . . . . . . . 178
4.1 Introduction ……………………….. 178