{"title":"Dynamism Diminished: The Role of Housing Markets and Credit Conditions","authors":"S. Davis, J. Haltiwanger","doi":"10.2139/ssrn.3317135","DOIUrl":"https://doi.org/10.2139/ssrn.3317135","url":null,"abstract":"The Great Recession and its aftermath saw the worst relative performance of young firms in at least 35 years. More broadly, as we show, young-firm activity shares move strongly with local economic conditions and local house price growth. In this light, we assess the effects of housing prices and credit supply on young-firm activity. Our panel IV estimation on MSA-level data yields large effects of local house price changes on local young-firm employment growth and employment shares and a separate, smaller role for locally exogenous shifts in bank lending supply. A novel test shows that house price effects work through wealth, liquidity and collateral effects on the propensity to start new firms and expand young ones. Aggregating local effects to the national level, housing market ups and downs play a major role – as transmission channel and driving force – in medium-run fluctuations in young-firm employment shares in recent decades. The great housing bust after 2006 largely drove the cyclical collapse of young-firm activity during the Great Recession, reinforced by a contraction in bank loan supply. As we also show, when the young-firm activity share falls (rises), local employment shifts strongly away from (towards) younger and less-educated workers.","PeriodicalId":115451,"journal":{"name":"Kauffman: Large Research Projects - NBER (Topic)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130688491","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
A. Banerjee, Emily Breza, Arun G. Chandrasekhar, M. Mobius
{"title":"Naive Learning with Uninformed Agents","authors":"A. Banerjee, Emily Breza, Arun G. Chandrasekhar, M. Mobius","doi":"10.3386/W25497","DOIUrl":"https://doi.org/10.3386/W25497","url":null,"abstract":"The DeGroot model has emerged as a credible alternative to the standard Bayesian model for studying learning on networks, offering a natural way to model naive learning in a complex setting. One unattractive aspect of this model is the assumption that the process starts with every node in the network having a signal. We study a natural extension of the DeGroot model that can deal with sparse initial signals. We show that an agent's social influence in this generalized DeGroot model is essentially proportional to the number of uninformed nodes who will hear about an event for the first time via this agent. This characterization result then allows us to relate network geometry to information aggregation. We identify an example of a network structure where essentially only the signal of a single agent is aggregated, which helps us pinpoint a condition on the network structure necessary for almost full aggregation. We then simulate the modeled learning process on a set of real world networks; for these networks there is on average 21.6% information loss. We also explore how correlation in the location of seeds can exacerbate aggregation failure. Simulations with real world network data show that with clustered seeding, information loss climbs to 35%.","PeriodicalId":115451,"journal":{"name":"Kauffman: Large Research Projects - NBER (Topic)","volume":"32 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125629150","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Alex Bell, Raj Chetty, Xavier Jaravel, Neviana Petkova, J. Van Reenen
{"title":"Do Tax Cuts Produce More Einsteins? The Impacts of Financial Incentives vs. Exposure to Innovation on the Supply of Inventors","authors":"Alex Bell, Raj Chetty, Xavier Jaravel, Neviana Petkova, J. Van Reenen","doi":"10.3386/W25493","DOIUrl":"https://doi.org/10.3386/W25493","url":null,"abstract":"Many countries provide financial incentives to spur innovation, ranging from tax incentives to research and development grants. In this paper, we study how such financial incentives affect individuals' decisions to pursue careers in innovation. We _first present empirical evidence on inventors' career trajectories and income distributions using de-identified data on 1.2 million inventors from patent records linked to tax records in the U.S. We find that the private returns to innovation are extremely skewed - with the top 1% of inventors collecting more than 22% of total inventors' income - and are highly correlated with their social impact, as measured by citations. Inventors tend to have their most impactful innovations around age 40 and their incomes rise rapidly just before they have high-impact patents. We then build a stylized model of inventor career choice that matches these facts as well as recent evidence that childhood exposure to innovation plays a critical role in determining whether individuals become inventors. The model predicts that financial incentives, such as top income tax reductions, have limited potential to increase aggregate innovation because they only affect individuals who are exposed to innovation and have no impact on the decisions of star inventors, who matter most for aggregate innovation. Importantly, these results hold regardless of whether the private returns to innovation are known at the time of career choice. In contrast, increasing exposure to innovation (e.g., through mentorship programs) could have substantial impacts on innovation by drawing individuals who produce highimpact inventions into the innovation pipeline. Although we do not present direct evidence supporting these model-based predictions, our results call for a more careful assessment of the impacts of financial incentives and a greater focus on alternative policies to increase the supply of inventors.","PeriodicalId":115451,"journal":{"name":"Kauffman: Large Research Projects - NBER (Topic)","volume":"31 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114904919","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Immigrant Networking and Collaboration: Survey Evidence from Cic","authors":"S. Kerr, W. Kerr","doi":"10.3386/W25509","DOIUrl":"https://doi.org/10.3386/W25509","url":null,"abstract":"Networking and the giving and receiving of advice outside of one's own firm are important features of entrepreneurship and innovation. We study how immigrants and natives utilize the potential networking opportunities provided by CIC, formerly known as the Cambridge Innovation Center. CIC is widely considered the center of the Boston entrepreneurial ecosystem. We surveyed 1,334 people working at CIC in three locations spread across the Boston area and CIC's first expansion facility in St. Louis, MO. Survey responses show that immigrants value networking capabilities in CIC more than natives, and the networks developed by immigrants at CIC tend to be larger. Immigrants report substantially greater rates of giving and receiving advice than natives for six surveyed factors: business operations, venture financing, technology, suppliers, people to recruit, and customers. The structure and composition of CIC floors has only a modest influence on these immigrant versus native differences.","PeriodicalId":115451,"journal":{"name":"Kauffman: Large Research Projects - NBER (Topic)","volume":"105 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126053618","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Choosing between Growth and Glory","authors":"Sharon Belenzon, A. Chatterji, Brendan Daley","doi":"10.1287/MNSC.2019.3296","DOIUrl":"https://doi.org/10.1287/MNSC.2019.3296","url":null,"abstract":"Prior work has established that the financing environment can impact firm strategy. We argue that this influence can shape the earliest strategic choices of a new venture by creating a potential trade-off between two objectives: rapid growth and reaping the benefits of a positive reputation (glory). We leverage a simple reputation-building strategic choice—naming the firm after the founder (eponymy)—that is associated with superior profitability. Next, we argue via a formal model that the availability of/dependence on external financing can explain why high-growth firms are rarely eponymous. We find empirical support for the model’s predictions using a large data set of 1 million European firms. Eponymous firms grow considerably more slowly than similarly profitable firms. Moreover, eponymy varies in accordance with the firm’s financing environment in a pattern consistent with our model. We discuss implications for the literature on new-venture strategy. This paper was accepted by Bruno Cassiman, business strategy.","PeriodicalId":115451,"journal":{"name":"Kauffman: Large Research Projects - NBER (Topic)","volume":"66 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121310523","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Bigger than You Thought: China's Contribution to Scientific Publications","authors":"Qingnan Xie, R. Freeman","doi":"10.3386/W24829","DOIUrl":"https://doi.org/10.3386/W24829","url":null,"abstract":"From 2000 to 2016 China increased its scientific publications in the international journals indexed by Scopus to become the largest contributor to global science, accounting for about 23% of journal articles adjusted for the Chinese share of addresses or names on publications. Publications with all-China addresses contributed the most to the increase, followed by cross-country collaborations and papers by Chinese-named researchers outside the country. The same period also saw a huge increase in scientific publications in Chinese language journals not indexed in Scopus. We estimate that while Chinese language papers gain about 1/5th as many citations as non-Chinese (largely English) papers in Scopus they are so numerous that even valued as making 1/5th the contribution of a Scopus paper, China accounts for 36% of global scientific papers defined as Scopus papers and China language equivalent papers and for 37% of citations to those papers. China's move to the forefront of scientific inquiry makes it a key driver of the direction of scientific and technological progress and of the knowledge-based economies of the foreseeable future.","PeriodicalId":115451,"journal":{"name":"Kauffman: Large Research Projects - NBER (Topic)","volume":"80 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114941859","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Revealed Growth: A Method for Bounding the Elasticity of Demand with an Application to Assessing the Antitrust Remedy in the Du Pont Decision","authors":"Wallace P. Mullin, Christopher M. Snyder","doi":"10.3386/w24786","DOIUrl":"https://doi.org/10.3386/w24786","url":null,"abstract":"We propose a method for bounding the demand elasticity in growing, homogeneous-product markets that requires only minimal data—market price and quantity over a time span as short as two periods. Reminiscent of revealed-preference arguments using choices over time to bound the shape of indifference curves, we use shifts in the equilibrium over time to bound the shape of the demand curve under the assumption that growing demand curves do not cross. We apply the method to assess the effectiveness of the antitrust remedy in the 1952 Du Pont decision, ordering the incumbent manufacturers to license their patents for commercial plastics. Commentators have suggested that the incumbents may have preserved the monopoly outcome by gaming the licensing contracts. The upper bounds on demand elasticities that we compute are significantly less than 1 in many post-remedy years. Such inelastic demand is inconsistent with monopoly, suggesting the remedy may have been effective.","PeriodicalId":115451,"journal":{"name":"Kauffman: Large Research Projects - NBER (Topic)","volume":"9 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114244636","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"The Life-Cycle Growth of Plants: The Role of Productivity, Demand and “Distortions”","authors":"Marcela Eslava, J. Haltiwanger","doi":"10.2139/ssrn.3177289","DOIUrl":"https://doi.org/10.2139/ssrn.3177289","url":null,"abstract":"Using rich product level data on prices and quantities at the establishment level for Colombia, complemented with information on input use, we develop a methodological approach to decomposing output and sales growth over an establishment's life cycle. Our approach measures output at the plant-level using plant-level deflators that capture within plant changes in quality/appeal from product turnover. Idiosyncratic variation in measured fundamentals (e.g.,technical efficiency (TFPQ), between plant variation in demand/appeal, and input prices) explain more than 100% of the variability of output and sales relative to birth level, so that implied wedges dampen actual growth relative to that implied by fundamentals. This is consistent with either adjustment frictions or distortions that implicitly tax plants with strong fundamentals. About two thirds of the contribution of fundamentals to output growth is from technical efficiency and one third from idiosyncratic variation in demand/appeal, while for sales this latter component explains over 80% of the contribution of fundamentals. A reduced form decomposition of output and sales growth volatility implies that uncorrelated wedges account for about 20% of output and 10% of sales growth volatility. The (absolute) contribution of both correlated and uncorrelated wedges is substantially greater for young compared to more mature plants. We also show that our inferences about the respective role of fundamentals and wedges are quite different from those drawn from revenue and input data alone. Use of the latter (which is the common approach in the literature) yields a substantial overstatement of the contribution of role of wedges in accounting for sales growth volatlitiy.","PeriodicalId":115451,"journal":{"name":"Kauffman: Large Research Projects - NBER (Topic)","volume":"186 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-05-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116178077","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Emin M. Dinlersoz, Nathan Goldschlag, Amanda F. Myers, Nikolas J. Zolas
{"title":"An Anatomy of U.S. Firms Seeking Trademark Registration","authors":"Emin M. Dinlersoz, Nathan Goldschlag, Amanda F. Myers, Nikolas J. Zolas","doi":"10.2139/ssrn.3497999","DOIUrl":"https://doi.org/10.2139/ssrn.3497999","url":null,"abstract":"This paper reports on the construction of a new dataset that combines data on trademark applications and registrations from the U.S. Patent and Trademark Office with data on firms from the U.S. Census Bureau. The resulting dataset allows tracking of various activity related to trademark use and protection over the life-cycle of firms, such as the first application for a trademark registration, the first use of a trademark, and the renewal, assignment, and cancellation of trademark registrations. Facts about firm-level trademark activity are documented, including the incidence and timing of trademark registration filings over the firm life-cycle and the connection between firm characteristics and trademark applications. We also explore the relation of trademark application filing to firm employment and revenue growth, and to firm innovative activity as measured by R&D and patents.","PeriodicalId":115451,"journal":{"name":"Kauffman: Large Research Projects - NBER (Topic)","volume":"3 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127841132","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Indivisibilities in Distribution","authors":"T. Holmes, Ethan Singer","doi":"10.3386/W24525","DOIUrl":"https://doi.org/10.3386/W24525","url":null,"abstract":"This paper develops and estimates a model of indivisibilities in shipping and economies of scale in consolidation. It uses highly detailed data on imports for which it is possible to observe the contents of individual containers. In the model, a firm is able to adapt to indivisibility constraints by using consolidation strategies, and by determining how dense to make its distribution network in both space and time. Indivisibilities are found to create significant scale economies in distribution.","PeriodicalId":115451,"journal":{"name":"Kauffman: Large Research Projects - NBER (Topic)","volume":"35 1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130756178","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}