An Empirical Model of Wage Dispersion with Sorting

An Empirical Model of Wage Dispersion with Sorting
Author: Jesper Bagger
Publisher:
Total Pages: 0
Release: 2014
Genre: Economics
ISBN:

This paper studies wage dispersion in an equilibrium on-the-job-search model with endogenous search intensity. Workers differ in their permanent skill level and firms differ with respect to productivity. Positive (negative) sorting results if the match production function is supermodular (submodular). The model is estimated on Danish matched employer-employee data. We find evidence of positive assortative matching. In the estimated equilibrium match distribution, the correlation between worker skill and firm productivity is 0.12. The assortative matching has a substantial impact on wage dispersion. We decompose wage variation into four sources: Worker heterogeneity, firm heterogeneity, frictions, and sorting. Worker heterogeneity contributes 51% of the variation, firm heterogeneity contributes 11%, frictions 23%, and finally sorting contributes 15%. We measure the output loss due to mismatch by asking how much greater output would be if the estimated population of matches were perfectly positively assorted. In this case, output would increase by 7.7%.

Wage Dispersion

Wage Dispersion
Author: Dale Mortensen
Publisher: MIT Press
Total Pages: 170
Release: 2003
Genre: Business & Economics
ISBN: 9780262633192

A theoretical and empirical examination of wage differentials findsthat traditional theories of competition do not explain why workers with identical skills are paid differently.

Labor Market Sorting in Germany

Labor Market Sorting in Germany
Author: Benjamin Lochner
Publisher:
Total Pages: 57
Release: 2016
Genre:
ISBN:

This paper analyzes the allocation of workers to jobs and the wage distribution in Germany. Our main contribution is to reconcile prominent empirical models of wage dispersion (Abowd et al., 1999; Card et al., 2013) with theoretical sorting models (Shimer and Smith, 2000; Eeckhout and Kircher, 2011; Hagedorn et al., 2016). We find that empirical fixed effect models provide a valid approximation of observed wages and matching patterns for a large part of the data. For low-type workers, however, wages are decreasing in the type of the firm a worker is matched with. This prediction of theoretical sorting models is at odds with the monotonicity assumption of fixed effect models. After ranking both workers and firms, we show that low-type workers have become increasingly sorted into low-type firms over time, especially out of unemployment. This increase is driven by selection into wage-maximizing matches at the bottom of the firm type distribution. It can be linked to increased domestic outsourcing of low-type workers to business service firms.

Mismatch, Sorting and Wage Dynamics

Mismatch, Sorting and Wage Dynamics
Author: Jeremy Lise
Publisher:
Total Pages: 0
Release: 2013
Genre: Economics
ISBN:

We develop an empirical search-matching model which is suitable for analyzing the wage, employment and welfare impact of regulation in a labor market with heterogeneous workers and jobs. To achieve this we develop an equilibrium model of wage determination and employment which extends the current literature on equilibrium wage determination with matching and provides a bridge between some of the most prominent macro models and microeconometric research. The model incorporates productivity shocks, long-term contracts, on-the-job search and counter-offers. Importantly, the model allows for the possibility of assortative matching between workers and jobs due to complementarities between worker and job characteristics. We use the model to estimate the potential gain from optimal regulation and we consider the potential gains and redistributive impacts from optimal unemployment insurance policy. Here optimal policy is defined as that which maximizes total output and home production, accounting for the various constraints that arise from search frictions. The model is estimated on the NLSY using the method of moments.

The Structure of Wages

The Structure of Wages
Author: Edward P. Lazear
Publisher: University of Chicago Press
Total Pages: 473
Release: 2009-05-15
Genre: Business & Economics
ISBN: 0226470512

The distribution of income, the rate of pay raises, and the mobility of employees is crucial to understanding labor economics. Although research abounds on the distribution of wages across individuals in the economy, wage differentials within firms remain a mystery to economists. The first effort to examine linked employer-employee data across countries, The Structure of Wages:An International Comparison analyzes labor trends and their institutional background in the United States and eight European countries. A distinguished team of contributors reveal how a rising wage variance rewards star employees at a higher rate than ever before, how talent becomes concentrated in a few firms over time, and how outside market conditions affect wages in the twenty-first century. From a comparative perspective that examines wage and income differences within and between countries such as Denmark, Italy, and the Netherlands, this volume will be required reading for economists and those working in industrial organization.

Essays on Equilibrium Labor Market Sorting

Essays on Equilibrium Labor Market Sorting
Author: Tzuo Hann Law
Publisher:
Total Pages: 326
Release: 2015
Genre:
ISBN:

The importance of time invariant, but unobserved characteristics of workers and their employers in the determination of wages is well known. This suggests that models of (un)employment featuring permanent worker and firm types are crucial for our understanding of labor markets. While such models are numerous, it was thought that even very simple ones were fundamentally not identifiable with wage data alone. Hence, the empirical content of these models were largely a mystery. With that, our understanding of permanent unobserved heterogeneity has been restricted to statistical models with limited economic interpretation. In the first chapter of my dissertation (joint with Marcus Hagedorn and Iourii Manovskii), I overcome this fundamental problem. I assess the empirical content of equilibrium models of labor market sorting based on unobserved (to economists) characteristics. Specifically, I develop quantitative tools to identify and estimate a wide class of models of labor market sorting. I not only find that many models are likely completely identifiable but that reliable estimates of key model primitives can be obtained using routinely available matched employer-employee datasets. In the second chapter of my dissertation (with Kory Kantenga), I apply the framework developed in the first chapter to study the role of worker and employer heterogeneity in driving German wage inequality between 1993 and 2007. The model I earlier developed fits overall wage variance, the wage function, search frictions, unemployment levels and the degree of sorting between workers and firms. The fit of the model is comparable to non-structural approaches which utilize many more degrees of freedom. In decomposing the rise in German wage inequality, I find that changes in the non-parametrically estimated production function and the sorting between worker and firm types that it induces accounts for most of the increase in German wage inequality. Finally, by testing whether log wage differences between employees who are coworkers at two distinct firms are constant, I show that the commonly assumed log additive separability approximation of log wages is rejected. Finally, the estimated model is capable of reproducing the degree of non additive separability in the data.

Firms and the Decline in Earnings Inequality in Brazil

Firms and the Decline in Earnings Inequality in Brazil
Author: Jorge Alvarez
Publisher: International Monetary Fund
Total Pages: 59
Release: 2017-12-14
Genre: Business & Economics
ISBN: 1484333470

We document a large decrease in earnings inequality in Brazil between 1996 and 2012. Using administrative linked employer-employee data, we fit high-dimensional worker and firm fixed effects models to understand the sources of this decrease. Firm effects account for 40 percent of the total decrease and worker effects for 29 percent. Changes in observable worker and firm characteristics contributed little to these trends. Instead, the decrease is primarily due to a compression of returns to these characteristics, particularly a declining firm productivity pay premium. Our results shed light on potential drivers of earnings inequality dynamics.

Elgar Encyclopedia of Labour Studies

Elgar Encyclopedia of Labour Studies
Author: Tor Eriksson
Publisher: Edward Elgar Publishing
Total Pages: 281
Release: 2023-09-06
Genre: Business & Economics
ISBN: 1800377541

This authoritative Elgar Encyclopedia provides a comprehensive overview of central concepts in labour studies, and how they can be used to analyse labour markets. Examining regional and sectoral labour markets alongside the internal labour markets of firms, it clearly lays out the current state of social scientific knowledge on labour.