The IZA Discussion Paper Series (ISSN: 2365-9793) disseminates high-quality research by IZA network members to the scientific community and the interested public worldwide before they are later published in academic journals. Comprising more than 17,000 papers, IZA's publication flagship is the most influential working paper series in labor economics.

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341 IZA Discussion Papers
IZA Discussion Paper No. 5921
Losers and Losers: Some Demographics of Medical Malpractice Tort Reforms
Andrew I. Friedson, Thomas J. Kniesner
published in: Journal of Risk and Uncertainty, 2012, 45 (2), 115-133
IZA Discussion Paper No. 5806
Career Changers in Teaching Jobs: A Case Study Based on the Swiss Vocational Education System
Stefanie Hof, Mirjam Strupler Leiser, Stefan C. Wolter
IZA Discussion Paper No. 5779
Estimating Heterogeneous Take-up and Crowd-Out Responses to Marginal and Non-Marginal Medicaid Expansions
John C. Ham, Serkan Ozbeklik, Lara Shore-Sheppard
published in: Journal of Human Resources, 2014, 49 (4), 872-905
IZA Discussion Paper No. 5708
The Aftermath of Reunification: Sectoral Transition, Gender, and Rising Wage Inequality in East Germany
Karsten Kohn, Dirk Antonczyk
published in: Economics of Transition, 2013, 21 (1), 73-110
IZA Discussion Paper No. 5698
Tying Your Enemy’s Hands in Close Races: The Politics of Federal Transfers in Brazil
Fernanda Brollo, Tommaso Nannicini
published in: American Political Science Review, 2012, 106 (4), 742-761
IZA Discussion Paper No. 5684
Managerial Valuation of Applicant Credentials and Personal Traits in Hiring Decisions
James R. Jones, Catherine Y. Co, James K. Harter, Myeong-Su Yun
IZA Discussion Paper No. 5631
The Impact of Active Labour Market Policy on Post-Unemployment Outcomes: Evidence from a Social Experiment in Denmark
Sylvie Blasco, Michael Rosholm
IZA Discussion Paper No. 5564
Returns to Compulsory Schooling in Britain: Evidence from a Bayesian Fuzzy Regression Discontinuity Analysis
Siddhartha Chib, Liana Jacobi
revised version published as 'Bayesian Fuzzy Regression Discontinuity Analysis and Returns to Compulsory Schooling' in: Journal of Applied Econometrics, 2016, 31 (6), 1026 - 1047
IZA Discussion Paper No. 5485
The Threat Effect of Participation in Active Labor Market Programs on Job Search Behavior of Migrants in Germany
Annette Bergemann, Marco Caliendo, Gerard J. van den Berg, Klaus F. Zimmermann
published in: International Journal of Manpower, 2011, 32 (7), 777-795
IZA Discussion Paper No. 5361
Bootstrap Inference for K-Nearest Neighbour Matching Estimators
Xavier de Luna, Per Johansson, Sara Sjöstedt-de Luna
IZA Discussion Paper No. 5303
Distributional Changes in the Gender Wage Gap
Sonja C. de New, Mathias Sinning
published in: Industrial and Labor Relations Review, 2014, 67 (2), 335-361
IZA Discussion Paper No. 5268
How to Control for Many Covariates? Reliable Estimators Based on the Propensity Score
Martin Huber, Michael Lechner, Conny Wunsch
published as 'The Performance of Estimators Based on the Propensity Score' in: Journal of Econometrics, 2013, 175 (1), 1-21
IZA Discussion Paper No. 5260
Immigrant Heterogeneity and the Earnings Distribution in the United Kingdom and United States: New Evidence from a Panel Data Quantile Regression Analysis
Sherrilyn M. Billger, Carlos Lamarche
published in: Empirical Economics, 2015, 49, 705-750.
IZA Discussion Paper No. 5232
Natural Experiment Evidence on the Effect of Migration on Blood Pressure and Hypertension
John Gibson, Steven Stillman, David McKenzie, Halahingano Rohorua
published in: Health Economics, 2013, 22 (6), 655-672
IZA Discussion Paper No. 5208
Spatial Decentralization and Program Evaluation: Theory and an Example from Indonesia
Mark M. Pitt, Nidhiya Menon
published as 'Spatial Decentralization and Programme Evaluation: Theory and an Example' in: Oxford Bulletin of Economics and Statistics, 2019, 81 (3), 511 - 539
IZA Discussion Paper No. 5180
Why Do Low-Educated Workers Invest Less in Further Training?
Didier Fouarge, Trudie Schils, Andries de Grip
published in: Applied Economics, 2013, 45 (18), 2587-2601
IZA Discussion Paper No. 5175
From Estimation Results to Stylized Facts: Twelve Recommendations for Empirical Research in International Activities of Heterogeneous Firms
Joachim Wagner
published in: De Economist, 2011, 159 (4), 389-412
IZA Discussion Paper No. 5140
The Elephant in the Corner: A Cautionary Tale about Measurement Error in Treatment Effects Models
Daniel L. Millimet
published in: Advances in Econometrics: Missing-Data Methods, 2011, 27 A, 1-39
IZA Discussion Paper No. 5125
Experimental Approaches in Migration Studies
David McKenzie, Dean Yang
published in: Carlos Vargas-Silva (ed.), Handbook of Research Methods in Migration, Edward Elgar Publishing, 2012, 249-269
IZA Discussion Paper No. 5112
The Exporter Productivity Premium along the Productivity Distribution: First Evidence from a Quantile Regression Approach for Fixed Effects Panel Data Models
David Powell, Joachim Wagner
published in: Review of World Economics, 2014, 150 (4), 763-785
IZA Discussion Paper No. 5106
Running and Jumping Variables in RD Designs: Evidence Based on Race, Socioeconomic Status, and Birth Weights
Alan I. Barreca, Melanie Guldi, Jason M. Lindo, Glen R. Waddell
IZA Discussion Paper No. 5055
Carrot and Stick: How Reemployment Bonuses and Benefit Sanctions Affect Job Finding Rates
Bas van der Klaauw, Jan C. van Ours
published in: Journal of Applied Econometrics, 2013, 28 (2), 275–296
IZA Discussion Paper No. 5044
The Gender Wage Gaps, 'Sticky Floors' and 'Glass Ceilings' of the European Union
Louis N. Christofides, Alexandros Polycarpou, Konstantinos Vrachimis
published in: Labour Economics, 2013, 21, 86-102
IZA Discussion Paper No. 5009
School Shootings and Student Performance
Panu Poutvaara, Olli Ropponen
published in: European Journal of Political Economy, 2018, 51, 93-106
IZA Discussion Paper No. 4993
Quantile Treatment Effects in the Regression Discontinuity Design: Process Results and Gini Coefficient
Markus Frölich, Blaise Melly
revised version published in: Journal of Econometrics, 2012, 168 (2), 382-395
IZA Discussion Paper No. 4971
What Linear Estimators Miss: Re-Examining the Effects of Family Income on Child Outcomes
Katrine Vellesen Loken, Magne Mogstad, Matthew Wiswall
published in: American Economic Journal: Applied Economics, 2012, 4 (2), 1–35
IZA Discussion Paper No. 4950
The Effects of Lottery Prizes on Winners and their Neighbors: Evidence from the Dutch Postcode Lottery
Peter J. Kuhn, Peter Kooreman, Adriaan R. Soetevent, Arie Kapteyn
published in: American Economic Review, 2011, 101 (5), 2226-2247
IZA Discussion Paper No. 4911
Rising Wage Inequality, the Decline of Collective Bargaining, and the Gender Wage Gap
Dirk Antonczyk, Bernd Fitzenberger, Katrin Sommerfeld
published in: Labour Economics, 2010, 17 (5), 835-847
IZA Discussion Paper No. 4896
Evaluating Nationwide Health Interventions When Standard Before-After Doesn't Work: Malawi's ITN Distribution Program
Eva Deuchert, Conny Wunsch
published as 'Evaluating Nationwide Health Interventions: Malawi's Insecticide Treated Net Distribution Program' in: Journal of the Royal Statistical Society: Series A, 2014, 177 (2), 523-552
IZA Discussion Paper No. 4783
Gender Wage Gap: A Semi-Parametric Approach with Sample Selection Correction
Matteo Picchio, Chiara Mussida
published in: Labour Economics, 2011, 18 (5), 564-578
IZA Discussion Paper No. 4700
Treatment Evaluation in the Case of Interactions within Markets
Marc Ferracci, Grégory Jolivet, Gerard J. van den Berg
published as 'Evidence of Treatment Spillovers within Markets', 2014, 96 (5), 812 - 823
IZA Discussion Paper No. 4694
Spatial and Temporal Diffusion of House Prices in the UK
Sean Holly, M. Hashem Pesaran, Takashi Yamagata
published as 'The spatial and temporal diffusion of house prices in the UK ' in: Journal of Urban Economics, 2011, 69 (1), 2-23
IZA Discussion Paper No. 4451
Evaluating Nonexperimental Estimators for Multiple Treatments: Evidence from Experimental Data
Carlos A. Flores, Oscar A. Mitnik
revised version published as 'Comparing Treatments across Labor Markets: An Assessment of Nonexperimental Multiple-Treatment Strategies' in: Review of Economics and Statistics, 2013, 95(5), 1691-1707
IZA Discussion Paper No. 4375
The Impacts of International Migration on Remaining Household Members: Omnibus Results from a Migration Lottery Program
John Gibson, David McKenzie, Steven Stillman
published in: Review of Economics and Statistics, 2011, 93 (4), 1297-1318
IZA Discussion Paper No. 4334
Another Look at the Identification at Infinity of Sample Selection Models
Xavier D'Haultfoeuille, Arnaud Maurel
published in: Econometric Theory, 2013, 29 (1), 213-224
IZA Discussion Paper No. 4327
The Economies of Scale of Living Together and How They Are Shared: Estimates Based on a Collective Household Model
Aline Bütikofer, Michael Gerfin
IZA Discussion Paper No. 4325
Monitoring Job Offer Decisions, Punishments, Exit to Work, and Job Quality
Gerard J. van den Berg, Johan Vikström
published in: Scandinavian Journal of Economics, 116 2014, 284-334
IZA Discussion Paper No. 4251
Subsidizing Vocational Training for Disadvantaged Youth in Developing Countries: Evidence from a Randomized Trial
Orazio Attanasio, Adriana Kugler, Costas Meghir
published in: American Economic Journal: Applied Economics, 2011, 3 (3), 188-220
IZA Discussion Paper No. 4237
Identification and Estimation of Causal Mechanisms and Net Effects of a Treatment under Unconfoundedness
Carlos A. Flores, Alfonso Flores-Lagunes
IZA Discussion Paper No. 4222
How Do Shocks to Non-Cognitive Skills Affect Test Scores?
Stefanie Behncke
published in: Annals of Economics and Statistics, 2012, 107/108, 155 - 173
IZA Discussion Paper No. 4073
A Martingale Representation for Matching Estimators
Alberto Abadie, Guido W. Imbens
published in: Journal of the American Statistical Association, 2012, 107 (498), 833-843
IZA Discussion Paper No. 3998
New Evidence on the Finite Sample Properties of Propensity Score Matching and Reweighting Estimators
Matias Busso, John DiNardo, Justin McCrary
published in: Review of Economics and Statistics, 2014, 96 (5), 885-897
IZA Discussion Paper No. 3848
Active Labor Market Policy Effects in a Dynamic Setting
Bruno Crépon, Marc Ferracci, Grégory Jolivet, Gerard J. van den Berg
published in: Journal of the European Economic Association, 2009, 7, (2-3), 595 - 605
IZA Discussion Paper No. 3825
The Effect of Active Labor Market Programs on Not-Yet Treated Unemployed Individuals
Gerard J. van den Berg, Annette Bergemann, Marco Caliendo
published in: Journal of the European Economic Association, 2009, 7(2-3), 606-616
IZA Discussion Paper No. 3815
Children and Parents Time Use: Empirical Evidence on Investment in Human Capital in France, Italy and Germany
Ana Rute Cardoso, Elsa Fontainha, Chiara Monfardini
published in: Review of Economics of the Household, 2010, 8 (4), 479-504
IZA Discussion Paper No. 3763
Selfish and Prospective: Theory and Evidence of Pocketbook Voting
Mikael Elinder, Henrik Jordahl, Panu Poutvaara
published as 'Promises, Policies and Pocketbook Voting' in: European Economic Review, 2015, 75, 177–194
IZA Discussion Paper No. 3671
Identification of Treatment Effects on the Treated with One-Sided Non-Compliance
Markus Frölich, Blaise Melly
published in: Econometric Reviews, 2013, 32 (3), 384-414
IZA Discussion Paper No. 3640
Recent Developments in the Econometrics of Program Evaluation
Guido W. Imbens, Jeffrey M. Wooldridge
published in: Journal of Economic Literature, 2009, 47(1), 1-81
IZA Discussion Paper No. 3638
Quantile Treatment Effects in the Regression Discontinuity Design
Markus Frölich, Blaise Melly
revised version published in: Journal of Econometrics, 2012, 168 (2), 382-395
IZA Discussion Paper No. 3632
Minimizing Bias in Selection on Observables Estimators When Unconfoundness Fails
Daniel L. Millimet, Rusty Tchernis
published as 'Estimation of Treatment Effects Without an Exclusion Restriction: with an Application to the Analysis of the School Breakfast Program' in: Journal of Applied Econometrics, 2013, 28 (6), 982-1017
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