Entrepreneurship, Innovation, and Productivity Growth

The research group “Entrepreneurship, Innovation, and Productivity Growth” tackles a broad set of research topics that are of relevance for our understanding of patterns of innovation and productivity growth and explores implications for workers and firms. Areas of particular focus include the decline in business dynamism, the growth in automation, entrepreneurship and innovation, and supply chains. The work is empirical in focus, it is grounded in microeconomic data research, but seeks to understand relevant macroeconomic trends. 

Workpackage 1: Business Dynamism

The last decade has seen the explosion of research on business dynamism largely as a result of the development of new comprehensive firm and establishment level micro datasets. In this workpackage we exploit existing CompNet data to understand patterns of business dynamism in Europe. 

In particular this subgroup seeks to explain the role of technological change and market power. The team documents the decline in young firm activity and reallocation, and estimates models that assess the causes and impacts on productivity growth (with Matthias Mertens, Sergio Inferrara, and Filippo Biondi).

Workpackage 2: Entrepreneurship

Going back to the days of Schumpeter, economists understand the important role entrepreneurs play in modern capitalist economies. This workpackage sets up a collaboration with the ZEW to develop a new data infrastructure and explore entrepreneurship in Germany broadly. Areas of research include: 

a. Entrepreneurship and Firm Performance: Understanding High Growth Firms.

b. Innovative Firms and the Diffusion of Technology

c. (Im)Migration, Entrepreneurship and Regional Development 

Workpackage 3: Automation

The introduction of robots and automation technologies in the workplace are fundamentally altering the balance of tasks and skills that are in demand. At the same time automation technologies increase the productivity of the workers and firms that make use of them relative to those that do not and can potentially lead to winners and losers. In this workpackage we conduct research on robot automation and its impacts on workers and firms. We focus our research both in Germany and the U.S.. 

The research group makes use of various administrative and survey datasets from a variety of sources and countries.  

IWH Data Project: CompNet Database

The Competitiveness Research Network (CompNet) is a research network founded in 2012 to foster the debate on competitiveness issues among partner institutions and researchers. It aims at providing a robust theoretical and empirical link between micro-level drivers of competitiveness and macroeconomic performance for research and policy analysis purposes. 

CompNet is funded by various European institutions, including among others: European Bank of Reconstruction and Development (EBRD); European Central Bank (ECB); European Commission (EC); European Investment Bank (EIB); European Stability Mechanism (ESM); France Stratégie; German Council of Economic Experts, Halle Institute for Economic Research (IWH); German Federal Ministry of Economic Affairs and Climate Action (BMWK); Tinbergen Institute (TI). CompNet is advised by leading researchers in the field of firm performance and has created a European micro-aggregated industry- and country-level database on indicators of firm- and country-level competitiveness and performance. 

The database is unique in terms of its coverage and contents, particularly as, although being aggregated, it contains rich information on firm heterogeneity (i.e., distributional characteristics, like standard deviations and various percentiles of the firm distributions) across a large set of countries and industries in Europe. Among others, key variables included in the database are indicators of firm productivity, market power, firms’ financial situation, trade, and firm dynamics.

Research Cluster
Productivity and Institutions

Your contact

Professor Javier Miranda, PhD
Professor Javier Miranda, PhD
- Department Centre for Business and Productivity Dynamics
Send Message +49 345 7753-750

Refereed Publications

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Where Has All the Skewness Gone? The Decline in High-growth (Young) Firms in the U.S.

Ryan A. Decker John Haltiwanger Ron S. Jarmin Javier Miranda

in: European Economic Review, July 2016

Abstract

The pace of business dynamism and entrepreneurship in the U.S. has declined over recent decades. We show that the character of that decline changed around 2000. Since 2000 the decline in dynamism and entrepreneurship has been accompanied by a decline in high-growth young firms. Prior research has shown that the sustained contribution of business startups to job creation stems from a relatively small fraction of high-growth young firms. The presence of these high-growth young firms contributes to a highly (positively) skewed firm growth rate distribution. In 1999, a firm at the 90th percentile of the employment growth rate distribution grew about 31 percent faster than the median firm. Moreover, the 90−50 differential was 16 percent larger than the 50−10 differential reflecting the positive skewness of the employment growth rate distribution. We show that the shape of the firm employment growth distribution changes substantially in the post-2000 period. By 2007, the 90−50 differential was only 4 percent larger than the 50−10, and it continued to exhibit a trend decline through 2011. The overall decline reflects a sharp drop in the 90th percentile of the growth rate distribution accounted for by the declining share of young firms and the declining propensity for young firms to be high-growth firms.

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Declining Business Dynamism: What We Know and the Way Forward

Ryan A. Decker John Haltiwanger Ron S. Jarmin Javier Miranda

in: American Economic Review: Papers and Proceedings, No. 5, 2016

Abstract

A growing body of evidence indicates that the U.S. economy has become less dynamic in recent years. This trend is evident in declining rates of gross job and worker flows as well as declining rates of entrepreneurship and young firm activity, and the trend is pervasive across industries, regions, and firm size classes. We describe the evidence on these changes in the U.S. economy by reviewing existing research. We then describe new empirical facts about the relationship between establishment-level productivity and employment growth, framing our results in terms of canonical models of firm dynamics and suggesting empirically testable potential explanations.

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Private Equity, Jobs, and Productivity

Steven J. Davis John Haltiwanger Kyle Handley Ron S. Jarmin Josh Lerner Javier Miranda

in: American Economic Review, No. 12, 2014

Abstract

Private equity critics claim that leveraged buyouts bring huge job losses and few gains in operating performance. To evaluate these claims, we construct and analyze a new dataset that covers US buyouts from 1980 to 2005. We track 3,200 target firms and their 150,000 establishments before and after acquisition, comparing to controls defined by industry, size, age, and prior growth. Buyouts lead to modest net job losses but large increases in gross job creation and destruction. Buyouts also bring TFP gains at target firms, mainly through accelerated exit of less productive establishments and greater entry of highly productive ones.

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The Role of Entrepreneurship in US Job Creation and Economic Dynamism

Ryan A. Decker John Haltiwanger Ron S. Jarmin Javier Miranda

in: Journal of Economic Perspectives, No. 3, 2014

Abstract

An optimal pace of business dynamics—encompassing the processes of entry, exit, expansion, and contraction—would balance the benefits of productivity and economic growth against the costs to firms and workers associated with reallocation of productive resources. It is difficult to prescribe what the optimal pace should be, but evidence accumulating from multiple datasets and methodologies suggests that the rate of business startups and the pace of employment dynamism in the US economy has fallen over recent decades and that this downward trend accelerated after 2000. A critical factor in accounting for the decline in business dynamics is a lower rate of business startups and the related decreasing role of dynamic young businesses in the economy. For example, the share of US employment accounted for by young firms has declined by almost 30 percent over the last 30 years. These trends suggest that incentives for entrepreneurs to start new firms in the United States have diminished over time. We do not identify all the factors underlying these trends in this paper but offer some clues based on the empirical patterns for specific sectors and geographic regions.

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How Firms Respond to Business Cycles: The Role of Firm Age and Firm Size

Teresa C. Fort John Haltiwanger Ron S. Jarmin Javier Miranda

in: IMF Economic Review, No. 3, 2013

Abstract

There remains considerable debate in the theoretical and empirical literature about the differences in the cyclical dynamics of firms by firm size. This paper contributes to the debate in two ways. First, the key distinction between firm size and firm age is introduced. The evidence presented in this paper shows that young businesses (that are typically small) exhibit very different cyclical dynamics than small/older businesses. The second contribution is to present evidence and explore explanations for the finding that young/small businesses were hit especially hard in the Great Recession. The collapse in housing prices accounts for a significant part of the large decline of young/small businesses in the Great Recession.

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Working Papers

Measuring the Impact of Household Innovation using Administrative Data

Javier Miranda Nikolas Zolas

in: NBER Working Paper, No. 25259, 2018

Abstract

We link USPTO patent data to U.S. Census Bureau administrative records on individuals and firms. The combined dataset provides us with a directory of patenting household inventors as well as a time-series directory of self-employed businesses tied to household innovations. We describe the characteristics of household inventors by race, age, gender and U.S. origin, as well as the types of patented innovations pursued by these inventors. Business data allows us to highlight how patents shape the early life-cycle dynamics of nonemployer businesses. We find household innovators are disproportionately U.S. born, white and their age distribution has thicker tails relative to business innovators. Data shows there is a deficit of female and black inventors. Household inventors tend to work in consumer product areas compared to traditional business patents. While patented household innovations do not have the same impact of business innovations their uniqueness and impact remains surprisingly high. Back of the envelope calculations suggest patented household innovations granted between 2000 and 2011 might generate $5.0B in revenue (2000 dollars). 

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