Unemployed and their caseworkers: should they be friends or foes?

In many countries, caseworkers in a public employment office have the dual roles of counselling and monitoring unemployed persons. These roles often conflict with each other leading to important caseworker heterogeneity: Some consider providing services to their clients and satisfying their demands as their primary task. Others may however pursue their strategies even against the will of the unemployed person. They may assign job assignments and labour market programmes without consent of the unemployed person. Based on a very detailed linked jobseeker-caseworker dataset, we investigate the effects of caseworkers' cooperativeness on the employment probabilities of their clients. Modified statistical matching methods reveal that caseworkers who place less emphasis on a cooperative and harmonic relationship with their clients increase their employment chances in the short and medium term.

[1]  Petra E. Todd,et al.  Matching As An Econometric Evaluation Estimator , 1998 .

[2]  H. Kaiser The varimax criterion for analytic rotation in factor analysis , 1958 .

[3]  J. Robins,et al.  Semiparametric Efficiency in Multivariate Regression Models with Missing Data , 1995 .

[4]  Steven Shavell,et al.  The Optimal Payment of Unemployment Insurance Benefits over Time , 1979, Journal of Political Economy.

[5]  C. Gorter,et al.  Estimating the Effect of Counseling and Monitoring the Unemployed Using a Job Search Model , 1996 .

[6]  Harold I Feldman,et al.  Model Selection, Confounder Control, and Marginal Structural Models , 2004 .

[7]  M. Lechner Identification and Estimation of Causal Effects of Multiple Treatments Under the Conditional Independence Assumption , 1999, SSRN Electronic Journal.

[8]  G. Imbens The Role of the Propensity Score in Estimating Dose-Response Functions , 1999 .

[9]  Jan C. van Ours,et al.  The Effect of Unemployment Insurance Sanctions on the Transition Rate from Unemployment to Employment , 1996 .

[10]  D. Rubin [On the Application of Probability Theory to Agricultural Experiments. Essay on Principles. Section 9.] Comment: Neyman (1923) and Causal Inference in Experiments and Observational Studies , 1990 .

[11]  Bruno Crépon,et al.  Using matching estimators to evaluate alternative youth employment programs: Evidence from France, 1986–1988 , 2000 .

[12]  B. Efron Regression and ANOVA with Zero-One Data: Measures of Residual Variation , 1978 .

[13]  D. Rubin Matched Sampling for Causal Effects: The Use of Matched Sampling and Regression Adjustment to Remove Bias in Observational Studies , 1973 .

[14]  James J. Heckman,et al.  Characterizing Selection Bias Using Experimental Data , 1998 .

[15]  E. Berman Help Wanted, Job Needed: Estimates of a Matching Function from Employment Service Data , 1997, Journal of Labor Economics.

[16]  Gerard J. van den Berg,et al.  The Effect of Unemployment Insurance Sanctions on the Transition Rate from Unemployment to Employment , 1998 .

[17]  Jan C. van Ours,et al.  How to Help Unemployed Find Jobs Quickly: Experimental Evidence from a Mandatory Activation Program , 2006 .

[18]  N. Draper,et al.  Applied Regression Analysis , 1966 .

[19]  Aufsichtskommission für den Ausgleichsfonds,et al.  Makroökonomische Evaluation der Aktiven Arbeitsmarktpolitik der Schweiz , 2006 .

[20]  R. Dorsett The new deal for young people: effect on the labour market status of young men , 2006 .

[21]  J. I The Design of Experiments , 1936, Nature.

[22]  J. Heckman,et al.  The Economics and Econometrics of Active Labor Market Programs , 1999 .

[23]  G. Imbens,et al.  Large Sample Properties of Matching Estimators for Average Treatment Effects , 2004 .

[24]  G. Violante,et al.  Optimal Welfare-to-Work Programs , 2006 .

[25]  Mark C. Berger,et al.  Is the Threat of Reemployment Services More Effective than the Services Themselves? Evidence from Random Assignment in the UI System * , 2003 .

[26]  Bruce D. Meyer Lessons from the U.S. Unemployment Insurance Experiments , 1995 .

[27]  W. Rogers Regression standard errors in clustered samples , 1994 .

[28]  Jan C. van Ours,et al.  The Effect of Benefit Sanctions on the Duration of Unemployment , 2002, SSRN Electronic Journal.

[29]  Terence P. Speed,et al.  Introductory Remarks on Neyman (1923) , 1990 .

[30]  Michael Svarer The Effect of Sanctions on the Job Finding Rate: Evidence from Denmark , 2007 .

[31]  N. Draper,et al.  Applied Regression Analysis: Draper/Applied Regression Analysis , 1998 .

[32]  D. Rubin,et al.  The central role of the propensity score in observational studies for causal effects , 1983 .

[33]  M. Frölich Finite-Sample Properties of Propensity-Score Matching and Weighting Estimators , 2004 .

[34]  T. Amemiya QUALITATIVE RESPONSE MODELS: A SURVEY , 1981 .

[35]  Ernst Fehr,et al.  Theories of Fairness and Reciprocity , 2001 .

[36]  M. Frölich Parametric and Nonparametric Regression in the Presence of Endogenous Control Variables , 2008 .

[37]  Alan Manning,et al.  The causes and consequences of longterm unemployment in Europe , 1999 .

[38]  John P. Martin,et al.  What Works and for Whom: A Review of OECD Countries' Experiences with Active Labour Market Policies , 2002 .

[39]  D. Rubin Estimating causal effects of treatments in randomized and nonrandomized studies. , 1974 .

[40]  Orley Ashenfelter,et al.  Do Unemployment Insurance Recipients Actively Seek Work? Evidence From Randomized Trials in Four U.S. States , 2005 .

[41]  K. Røed,et al.  Does Unemployment Compensation Affect Unemployment Duration? , 2003 .

[42]  M. Lechner,et al.  Does Subsidised Temporary Employment Get the Unemployed Back to Work? An Econometric Analysis of Two Different Schemes , 2002, SSRN Electronic Journal.

[43]  Laura Larsson Evaluation of Swedish Youth Labor Market Programs , 2003, The Journal of Human Resources.

[44]  Michael Lechner,et al.  Long-Run Effects of Public Sector Sponsored Training in West Germany , 2004, SSRN Electronic Journal.

[45]  J. Zweimüller,et al.  THE IMPACT OF ACTIVE LABOUR MARKET PROGRAMMES ON THE DURATION OF UNEMPLOYMENT IN SWITZERLAND , 2008 .

[46]  Gerard J. van den Berg,et al.  Punitive sanctions and the transition rate from welfare to work , 1998 .

[47]  H. Hotelling Analysis of a complex of statistical variables into principal components. , 1933 .

[48]  Alan Manning,et al.  The Causes and Consequences of Long-Term Unemployment in Europe , 1998 .

[49]  Peter Dolton,et al.  Unemployment Duration and the Restart Effect: Some Experimental Evidence , 1996 .

[50]  Jeffrey A. Smith,et al.  The Pre-Program Earnings Dip and the Determinants of Participation in a Social Program: Implications for Simple Program Evaluation Strategies , 1999 .

[51]  Michael Lechner,et al.  Some practical issues in the evaluation of heterogeneous labour market programmes by matching methods , 2002 .

[52]  J. Ramirez,et al.  Swiss unemployment policy : an evaluation of the public employment service , 2004 .

[53]  Conny Wunsch Optimal Use of Labour Market Policies , 2007 .

[54]  M. Lechner An Evaluation of Public-Sector-Sponsored Continuous Vocational Training Programs in East Germany , 1999 .

[55]  R. JV.,et al.  An Efficiency Comparison of Regional Employment Offices Operating under Different Exogenous Conditions , 2007 .

[56]  M. Lechner,et al.  Einfluss der RAV auf die Wiedereingliederung von Stellensuchenden , 2007 .

[57]  M. Lechner,et al.  A Microeconometric Evaluation of Active Labor Market Policy in Switzerland , 2001 .

[58]  M. Frölich Propensity Score Matching without Conditional Independence Assumption - With an Application to the Gender Wage Gap in the United Kingdom , 2007 .

[59]  Michael Lechner,et al.  Microeconometric Evaluation of the Active Labour Market Policy in Switzerland , 2000 .

[60]  D. Black,et al.  How robust is the evidence on the effects of college quality? Evidence from matching , 2004 .

[61]  Conny Wunsch,et al.  Labour Market Policy in Germany: Institutions, Instruments and Reforms Since Unification , 2005 .

[62]  B. Holmlund,et al.  Improving Incentives in Unemployment Insurance: A Review of Recent Research , 2003, SSRN Electronic Journal.

[63]  D. Rubin Matched Sampling for Causal Effects: Using Multivariate Matched Sampling and Regression Adjustment to Control Bias in Observational Studies , 2006 .

[64]  D. Rubin,et al.  Using Multivariate Matched Sampling and Regression Adjustment to Control Bias in Observational Studies , 1978 .

[65]  John C. Ham,et al.  Special issue on Experimental and non-experimental evaluation of economic policy and models , 2005 .

[66]  G. Sheldon,et al.  The Efficiency of Public Employment Services: A Nonparametric Matching Function Analysis for Switzerland , 2003 .

[67]  Howard S. Bloom,et al.  Linking program implementation and effectiveness: Lessons from a pooled sample of welfare‐to‐work experiments , 2003 .