The second edition of this acclaimed graduate text provides a unified treatment of two methods used in contemporary econometric research, cross section and data panel methods. By focusing on assumptions that can be given behavioral content, the book maintains an appropriate level of rigor while emphasizing intuitive thinking. The analysis covers both linear and nonlinear models, including models with dynamics and/or individual heterogeneity. In addition to general estimation frameworks (particular methods of moments and maximum likelihood), specific linear and nonlinear methods are covered in detail, including probit and logit models and their multivariate, Tobit models, models for count data, censored and missing data schemes, causal (or treatment) effects, and duration analysis. Econometric Analysis of Cross Section and Panel Data was the first graduate econometrics text to focus on microeconomic data structures, allowing assumptions to be separated into population and sampling assumptions. This second edition has been substantially updated and revised. Improvements include a broader class of models for missing data problems; more detailed treatment of cluster problems, an important topic for empirical researchers; expanded discussion of "generalized instrumental variables" (GIV) estimation; new coverage (based on the author's own recent research) of inverse probability weighting; a more complete framework for estimating treatment effects with panel data, and a firmly established link between econometric approaches to nonlinear panel data and the "generalized estimating equation" literature popular in statistics and other fields. New attention is given to explaining when particular econometric methods can be applied; the goal is not only to tell readers what does work, but why certain "obvious" procedures do not. The numerous included exercises, both theoretical and computer-based, allow the reader to extend methods covered in the text and discover new insights.

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Econometric Analysis of Cross Section and Panel Data

This paper comprehensively examined the linkages between systems of High Performance Work Practices and firm performance. Results based on a national sample of nearly one thousand firms indicate that these practices have an economically and statistically significant impact on both intermediate outcomes (turnover and productivity) and short- and long-term measures of corporate financial performance. Support for the predictions that the impact of High Performance Work Practices is in part contingent on their interrelationships and links with competitive strategy was limited.

https://papers.ssrn.com/sol3/Delivery.cfm/SSRN_ID1803666_code1640113.pdf?abstractid=1803666&mirid=5&type=2

The Impact of Human Resource Management Practices on Turnover, Productivity, and Corporate Financial Performance

This study comprehensively evaluated the links between systems of High Performance Work Practices and firm performance. Results based on a national sample of nearly one thousand firms indicate that these practices have an economically and statistically significant impact on both intermediate employee outcomes (turnover and productivity) and short- and long-term measures of corporate financial performance. Support for predictions that the impact of High Performance Work Practices on firm performance is in part contingent on their interrelationships and links with competitive strategy was limited. The impact of human resource management (HRM) policies and prac

/pdf/the-impact-of-human-resource-management-practices-on-hesrlz2jwc.pdf

The Impact Of Human Resource Management Practices On Turnover, Productivity, And Corporate Financial Performance

This paper considers causal inference and sample selection bias in nonexperimental settings in which (i) few units in the nonexperimental comparison group are comparable to the treatment units, and (ii) selecting a subset of comparison units similar to the treatment units is difficult because units must be compared across a high-dimensional set of pre-treatment characteristics. We discuss the use of propensity score-matching methods, and implement them using data from the National Supported Work experiment. Following LaLonde (1986), we pair the experimental treated units with nonexperimental comparison units from the CPS and PSID, and compare the estimates of the treatment effect obtained using our methods to the benchmark results from the experiment. For both comparison groups, we show that the methods succeed in focusing attention on the small subset of the comparison units comparable to the treated units and, hence, in alleviating the bias due to systematic differences between the treated and compariso...

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Propensity score-matching methods for nonexperimental causal studies

Part 1 Unemployment in the model of balanced growth: the labour market long-run equilibrium and balanced growth adjustment dynamics. Part 2 further ananlysis of the labour market: search intensity and job advertising.

Equilibrium Unemployment Theory

As a society, we seem incapable of improving the work chances of high school graduates or the many less-advantaged graduates who enter college and never finish. The authors propose a different and less costly way. They call it earning while learning. It involves expanding apprenticeships but also much more.

Work-Based Learning to Expand Opportunities for Youth

Work and Family Life: The Perspective of Employers

In this paper, we shed light on the impacts of the COVID-19 pandemic on the labor market, and how they have evolved over most of the year 2020. Relying primarily on microdata from the CPS and state-level data on virus caseloads, mortality, and policy restrictions, we consider a range of employment outcomesincluding permanent layoffs, which generate large and lasting costsand how these outcomes vary across demographic groups, occupations, and industries over time. We also examine how these employment patterns vary across different states, according to the timing and severity of virus caseloads, deaths, and closure measures. We find that the labor market recovery of the summer and early fall stagnated in late fall and early winter. As noted by others, we find low-wage and minority workers are hardest hit initially, but that recoveries have varied, and not always consistently, between Blacks and Hispanics. Statewide business closures and other restrictions on economic activity reduce employment rates concurrently, but do not seem to have lingering effects once relaxed. In contrast, virus deathsbut not caseloadsnot only depress current employment, but produce accumulating harm. We conclude with policy options for states to repair their labor markets.

/pdf/the-covid-19-pandemic-s-evolving-impacts-on-the-labor-market-3qzvs9ar9z.pdf

The COVID-19 Pandemic’s Evolving Impacts on the Labor Market: Who’s Been Hurt and What We Should Do

Firm-level training for newly hired workers: Its determinants and effects

In this paper we use data from a recent survey of employers to analyze the job performance and retention rates of recently hired welfare recipients. In particular, we analyze whether or not the employer experienced each of a set of problems with that employee; subjective employer ratings of worker performance; and employee turnover. The results indicate that most welfare recipients perform as well or better than employees in comparable jobs, and that their turnover rates appear fairly low. Still, absenteeism is pervasive, and often linked to child care/transportation problems; problems such as poor attitudes towards work and relations with coworkers are observed fairly frequently as well. These problems are strongly related to job performance and retention difficulties, and often plague those who quit as well as those discharged. Several particular characteristics of the workers, their employers and the jobs that they hold are also associated with performance and retention difficulties among working welfare recipients.

Harry J. Holzer

Papers

Work-Based Learning to Expand Opportunities for Youth

Work and Family Life: The Perspective of Employers

The COVID-19 Pandemic’s Evolving Impacts on the Labor Market: Who’s Been Hurt and What We Should Do

Firm-level training for newly hired workers: Its determinants and effects

Job Performance and Retention Among Welfare Recipients