CREAT: Census Research Exploration and Analysis Tool

Differences in Self-employment Duration by Year of Entry & Pre-entry

November 2016

Abstract

Document Tags and Keywords

Similar Working Papers Similarity between working papers are determined by an unsupervised neural network model know as Doc2Vec.

Doc2Vec is a model that represents entire documents as fixed-length vectors, allowing for the capture of semantic meaning in a way that relates to the context of words within the document. The model learns to associate a unique vector with each document while simultaneously learning word vectors, enabling tasks such as document classification, clustering, and similarity detection by preserving the order and structure of words. The document vectors are compared using cosine similarity/distance to determine the most similar working papers. Papers identified with 🔥 are in the top 20% of similarity.

The 10 most similar working papers to the working paper 'Differences in Self-employment Duration by Year of Entry & Pre-entry' are listed below in order of similarity.

• Working Paper

  🔥

  
  
  Gender Differences in Self-employment Duration: the Case of Opportunity and Necessity Entrepreneurs
  

  September 2019

  Authors: Adela Luque, Maggie R. Jones

  Working Paper Number:

  CES-19-24

  A strand of the self-employment literature suggests that those 'pushed' into self-employment out of necessity may perform differently from those 'pulled' into self-employment to pursue a business opportunity. While findings on self-employment outcomes by self-employed type are not unanimous, there is mounting evidence that performance outcomes differ between these two self-employed types. Another strand of the literature has found important gender differences in self-employment entry rates, motivations for entry, and outcomes. Using a unique set of data that links the American Community Survey to administrative data from Form 1040 and W-2 records, we bring together these two strands of the literature. We explore whether there are gender differences in self-employment duration of self-employed types. In particular, we examine the likelihood of self-employment exit towards unemployment versus the wage sector for five consecutive entry cohorts, including two cohorts who entered self-employment during the Great Recession. Severely limited labor-market opportunities may have driven many in the recession cohorts to enter self-employment, while those entering self-employment during the boom may have been pursuing opportunities under favorable market conditions. To more explicitly test the concept of 'necessity' versus 'opportunity' self-employment, we also examine the wage labor attachment (or weeks worked in the wage sector) in the year prior to becoming self-employed. We find that, within the cohorts we examine, there are gender differences in the rate at which men and women depart self-employment for either wage work or non-participation, but that the patterns are dependent on pre self-employment wage-sector attachment and cohort effects.
  View Full Paper PDF

  ---

• Working Paper

  
  
  OWNER CHARACTERISTICS AND FIRM PERFORMANCE DURING THE GREAT RECESSION
  

  September 2014

  Authors: Ron Jarmin, C.J. Krizan, Adela Luque

  Working Paper Number:

  CES-14-36

  Minority owned businesses are an increasing important component of the U.S. economy, growing at twice the rate of all U.S. businesses between 2002 and 2007. However, a growing literature indicates that minority-owned businesses may have been especially impacted by the Great Recession. As house prices declined, foreclosures fell disproportionately on urban minority neighborhoods and one of the sources of credit for business owners was severely constrained. Using 2002-2011 data from the Longitudinal Business Database linked to the 2002 Survey of Business Owners, this paper adds to the literature by examining the employment growth and survival of minority and women employer businesses during the last decade, including the Great Recession. At first glance, our preliminary findings suggest that black and women-owned businesses underperform white, male-owned businesses, that Asian-owned businesses outperform other groups, and that Hispanic-owned businesses outperform non-Hispanic ones in regards to employment growth. However, when we look only at continuing firms, black-owned businesses outperform white-owned businesses in terms of employment growth. At the same time, we also find that the recession appears to have impacted black-owned and Hispanic-owned businesses more severely than their counterparts, in terms of employment growth as well as survival. This is also the case for continuing black and Hispanic-owned firms.
  View Full Paper PDF

  ---

• Working Paper

  
  
  Changes in EITC Eligibility and Participation, 2005'2009
  

  July 2014

  Authors: Maggie R. Jones

  Working Paper Number:

  carra-2014-04

  The rate of participation in the Earned Income Tax Credit (EITC) has been widely studied, but changes over time in eligibility for the credit have received less attention. One question of importance to policy-makers is whether (or by how much) eligibility might increase during economic downturns. The EITC is fundamentally tied to work. During periods of high unemployment, eligibility may decrease due to a lower number of workers - especially low-skilled workers - filing for a given tax year. On the other hand, family structure and underemployment may lead to increases in eligibility. For example, earners may become eligible when a two-earner family loses one job or when an earner works part of the year or fewer hours. Using IRS tax data linked with the Current Population Survey Annual Social and Economic Supplement (CPS ASEC), I examine changes in EITC eligibility and take-up between tax years 2005 and 2009, during which time the Great Recession began and ended. Employing fixed-effects models, I assess patterns of eligibility among demographic groups based on characteristics that also predict labor market outcomes. Results indicate that, in a period when overall EITC eligibility rates increased, the state unemployment rate had a significant positive effect on eligibility and a significant negative effect on take-up. Meanwhile, although joint filers, those with more children, and men experienced increasing rates of eligibility, those with less education experienced decreasing rates. Results point to the possibility that labor market groups who experienced the highest rates of unemployment in the recession may have become ineligible due to full-year job loss.
  View Full Paper PDF

  ---

• Working Paper

  
  
  Exiting Self-Employment: An Analysis of Asian Immigrant-Owned Small Businesses
  

  November 1998

  Authors: Timothy Bates

  Working Paper Number:

  CES-98-13

  Part of the uniqueness of the immigrant Asian business community in the U.S. lies in the fact that many among the highly educated pursue self-employment in small-scale, low-yielding retail and personal service fields. This study analyzes owner departure for a nationwide sample of small businesses owned by Asian Indian and Filipino immigrants and a comparison group of Asian nonimmigrant firm owners. Controlling for firm and owner traits, highly educated Asian immigrant owners are more likely than others to exit self-employment over the 1987-1991 period; exit from traditional fields (retail and personal services) is pronounced. These exit patterns do not typify the comparison group. Findings are consistent with the hypothesis that self-employment is often a form of underemployment among Asian immigrants.
  View Full Paper PDF

  ---

• Working Paper

  
  
  Analysis of Young Small Firms That Have Closed: Delineating Successful from Unsuccessful Closures
  

  October 2002

  Authors: Timothy Bates

  Working Paper Number:

  CES-02-24

  This study of small businesses created between 1989 and 1992, and then closed down between 1993 and 1996, reveals that owners often described their firms as 'successful' when the disclosure decision was made. . Theoretical explanations consistent with this pattern are explored in this study. One view describes successful closures as rational outcomes of learning processes undertaken by entrepreneurs opening firms amidst considerable uncertainty. Another approach sees the seeming paradox of successful closure in terms of alternative opportunities: if something better comes along, the entrepreneur may close down. Empirically, successful closure owners are found to be moving on to more attractive alternatives.
  View Full Paper PDF

  ---

• Working Paper

  
  
  Virtual Charter Students Have Worse Labor Market Outcomes as Young Adults
  

  June 2023

  Authors: Thurston Domina, Andrew Penner, Leah R. Clark, Paul Y. Yoo, Andrew McEachin, Hannah Hertenstein

  Working Paper Number:

  CES-23-32

  Virtual charter schools are increasingly popular, yet there is no research on the long-term outcomes of virtual charter students. We link statewide education records from Oregon with earnings information from IRS records housed at the U.S. Census Bureau to provide evidence on how virtual charter students fare as young adults. Virtual charter students have substantially worse high school graduation rates, college enrollment rates, bachelor's degree attainment, employment rates, and earnings than students in traditional public schools. Although there is growing demand for virtual charter schools, our results suggest that students who enroll in virtual charters may face negative long-term consequences.
  View Full Paper PDF

  ---

• Working Paper

  
  
  The Consequences of Long Term Unemployment: Evidence from Matched Employer-Employee Data*
  

  January 2016

  Authors: John Haltiwanger, James R. Spletzer, Kristin Sandusky, Katharine Abraham

  Working Paper Number:

  CES-16-40

  It is well known that the long-term unemployed fare worse in the labor market than the short-term unemployed, but less clear why this is so. One potential explanation is that the long-term unemployed are 'bad apples' who had poorer prospects from the outset of their spells (heterogeneity). Another is that their bad outcomes are a consequence of the extended unemployment they have experienced (state dependence). We use Current Population Survey (CPS) data on unemployed individuals linked to wage records for the same people to distinguish between these competing explanations. For each person in our sample, we have wage record data that cover the period from 20 quarters before to 11 quarters after the quarter in which the person is observed in the CPS. This gives us rich information about prior and subsequent work histories not available to previous researchers that we use to control for individual heterogeneity that might be affecting subsequent labor market outcomes. Even with these controls in place, we find that unemployment duration has a strongly negative effect on the likelihood of subsequent employment. This finding is inconsistent with the heterogeneity ('bad apple') explanation for why the long-term unemployed fare worse than the short-term unemployed. We also find that longer unemployment durations are associated with lower subsequent earnings, though this is mainly attributable to the long-term unemployed having a lower likelihood of subsequent employment rather than to their having lower earnings once a job is found.
  View Full Paper PDF

  ---

• Working Paper

  
  
  High-Growth Entrepreneurship
  

  January 2017

  Authors: J. David Brown, John S. Earle, Mee Jung Kim, Kyung Min Lee

  Working Paper Number:

  CES-17-53

  We study the patterns and determinants of job creation for a large cohort of start-up firms. Analysis of the universe of U.S. employers reveals strong persistence in employment size from firm birth to age seven, with a small fraction of firms accounting for most employment at both ages, patterns that are little explained by finely disaggregated industry controls or amount of finance. Linking to data from the Survey of Business Owners on characteristics of 54,700 founders of 36,400 start-ups, and defining 'high growth' as the top 5% of firms in the size distribution at age zero and seven, we find that women have a 30% lower probability of founding high-growth entrepreneurships at both ages. A similar gap for African-Americans at start-up disappears by age seven. Other differences with respect to race, ethnicity, and nativity are modest. Founder age is initially positively associated with high growth probability but the profile flattens after seven years and even becomes slightly negative. The education profile is initially concave, with advanced degree recipients no more likely to found high growth firms than high school graduates, but the former catch up to those with bachelor's degrees by firm age seven, while the latter do not. Most other relationships of high growth with founder characteristics are highly persistent over time. Prior business ownership is strongly positively associated, and veteran experience negatively associated, with high growth. A larger founding team raises the probability of high growth, while diversity (by gender, age, race/ethnicity, or nativity) either lowers the probability or has little effect. More start-up capital raises the high-growth propensity of firms founded by a sole proprietor, women, minorities, immigrants, veterans, novice entrepreneurs, and those who are younger or with less education. Perhaps surprisingly, women, minorities, and those with less education tend to choose high growth industries, but fewer of them achieve high growth compared to their industry peers.
  View Full Paper PDF

  ---

• Working Paper

  
  
  MICROENTERPRISE AS AN EXIT ROUTE FROM POVERTY:* RECOMMENDATIONS FOR PROGRAMS AND POLICY MAKERS
  

  November 1998

  Authors: Timothy Bates, Lisa Servon

  Working Paper Number:

  CES-98-17

  The objective of this study is to shed light on whether and how microenterprise programs can be used as an economic development strategy to enable low-income people to achieve self-sufficiency through self-employment. Our findings provide little support for the notion that hard work and a small loan are sufficient ingredients for business success. Viable small firms are usually headed by well-educated owners and/or those possessing specific skills that serve as a basis for successful business creation and operation. Potential entrepreneurs lacking assets, skills, and support networks are unlikely to support themselves through self-employment earnings alone. As a poverty alleviation strategy, microenterprise is not a panacea. Nevertheless, programs targeting the poor who do have skills, resources, and support networks can be useful vehicles for helping some to escape poverty.
  View Full Paper PDF

  ---

• Working Paper

  
  
  Employment and Earnings Trajectories of HUD Program Participants
  

  May 2026

  Authors: Sonya R. Porter, Rachel M. Shattuck, Denise Flanagan-Doyle, Thomas B. Foster, Ethan Krohn, Kyle Raze, David Pritchard, Veronica Garrison, Jacqueline Bachand

  Working Paper Number:

  CES-26-31

  Federal housing assistance programs, such as those run by the U.S. Department of Housing and Urban Development (HUD), have been shown to reduce rent burden and improve housing stability for program participants, which may in turn have downstream impacts on their labor market attachment and career trajectories. However, existing studies from individual cities or states provide mixed evidence on the association of housing assistance with labor market outcomes. By linking HUD administrative records to matched employee-employer earnings records from the Longitudinal Employer-Household Dynamics (LEHD) program, we document how the labor market trajectories of program participants change as they enter and exit federal housing assistance programs, examining outcomes over a 14-year window surrounding entry or exit. In our analysis of entry, we find that the employment rates and earnings of first-time HUD program participants begin to increase upon entering a HUD program, which represents a reversal of prior declining trends in these outcomes. Suggestive of a positive association, these increases in employment and earnings trends exceed those of low-income non-participants from the American Community Survey (ACS). In our analysis of exits, we find that program participants who eventually leave a HUD program have increasing pre-exit trends in employment and earnings that then flatten upon exiting. Comparing these negative changes in trend to the relatively stable trajectories of those who remain in HUD programs throughout the analysis suggests that exits are associated with diminished employment and earnings trajectories.
  View Full Paper PDF

  ---