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IZA Discussion Papers

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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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423 IZA Discussion Papers
IZA Discussion Paper No. 17626
The Bilingual Advantage: It's How You Measure It
Ainoa Aparicio Fenoll, Zoë Kuehn
IZA Discussion Paper No. 17524
What Contributes to an Attractive Local Political Office? Evidence from Municipal Council Elections in Switzerland
Tobias Schib, Alois Stutzer
IZA Discussion Paper No. 17449
Optimal Compensation in Competitive Labor Markets with Heterogeneous Employers and Workers
Samuel Häfner, Niklas Haeusle, Winfried Koeniger, Alexander Braun
IZA Discussion Paper No. 17449
Optimal Compensation in Competitive Labor Markets with Heterogeneous Employers and Workers
Samuel Häfner, Niklas Haeusle, Winfried Koeniger, Alexander Braun
IZA Discussion Paper No. 17402
Migrants' Self-Selection and the Vicious Circle of Right-Wing Populism
Frédéric Docquier, Chrysovalantis Vasilakis
IZA Discussion Paper No. 17399
Are Alternative Work Arrangements a Substitute for Standard Employment? Evidence from Worker-Level Data
Bernardo Fanfani, Filippo Passerini
IZA Discussion Paper No. 17258
An Experiment on Creativity in Virtual Teams
Christian Grund, Christine Harbring, Lisa Klinkenberg
IZA Discussion Paper No. 17185
Evaluating and Pricing Health Insurance in Lower-Income Countries: A Field Experiment in India
Anup Malani, Cynthia Kinnan, Gabriella Conti, Kosuke Imai, Morgen Miller, Shailender Swaminathan, Alessandra Voena, Bartek Woda
IZA Discussion Paper No. 17088
Measuring and Correcting Monotonicity Bias: The Case of School Entrance Age Effects
Itay Attar, Danny Cohen-Zada, Todd E. Elder
IZA Discussion Paper No. 17081
Gender Bias in the Reelection of Politicians (When a Crisis Strikes)
Zohal Hessami, Temurbek Khasanboev
IZA Discussion Paper No. 17009
Young versus Old Politicians in Local Politics
Thushyanthan Baskaran, Zohal Hessami, Sebastian Schirner
published in: Journal of Economic Behavior and Organization, 2024, 225, 88-106
IZA Discussion Paper No. 16876
Complements or Substitutes? Examining the Relationship between Teamwork and Selection Intensity
Alberto Bayo-Moriones, Jose Enrique Galdon-Sanchez, Sara Martinez-de-Morentin
IZA Discussion Paper No. 16865
The Missing Type: Where Are the Inequality Averse (Students)?
Thomas Epper, Julien Senn, Ernst Fehr
IZA Discussion Paper No. 16861
Evaluating and Pricing Health Insurance in Lower-Income Countries: A Field Experiment in India
Anup Malani, Cynthia Kinnan, Gabriella Conti, Kosuke Imai, Morgen Miller, Shailender Swaminathan, Alessandra Voena, Bartek Woda
IZA Discussion Paper No. 16822
Simultaneous Search and Adverse Selection
Sarah Auster, Piero Gottardi, Ronald P. Wolthoff
published online in: Review of Economic Studies, 27 February 2025
IZA Discussion Paper No. 16643
Human Values and Selection into Supervisory Positions: Evidence from Nine European Countries
Mihails Hazans, Jaan Masso, Per Botolf Maurseth
IZA Discussion Paper No. 16639
Can Effective Policy Implementation Alter Political Selection? Evidence from Female Legislators in India
S Anukriti, Rossella Calvi, Abhishek Chakravarty
IZA Discussion Paper No. 16602
Duration Dependence in Finding a Job: Applications, Interviews, and Job Offers
Jeremy Zuchuat, Rafael Lalive, Aderonke Osikominu, Lorenzo Pesaresi, Josef Zweimüller
IZA Discussion Paper No. 16594
Consistent Estimation of Panel Data Sample Selection Models
Badi H. Baltagi, Sergi Jimenez-Martin, José M. Labeaga, Majid al Sadoon
published online in: Econometrics and Statistic, 11 November 2023
IZA Discussion Paper No. 16578
Spouses' Access to Financial Services: Estimating Technological and Managerial Gaps in Production
Maria Luz L. Malabayabas, Ashok K. Mishra, Joaquin Mayorga
published as 'Impact of spouses' access to financial services on technological and managerial gaps in rice production' in: Journal of International Development, 2024, 36 (5), 2430 - 2457
IZA Discussion Paper No. 16513
Marital Sorting, Household Inequality and Selection
Iván Fernández-Val, Aico van Vuuren, Francis Vella
IZA Discussion Paper No. 16497
The Within-Country Distribution of Brain Drain and Brain Gain Effects: A Case Study on Senegal
Philippe Bocquier, Narcisse Cha’Ngom, Frédéric Docquier, Joël Machado
published in: Journal of Demographic Economics, 2024, 90 (3), 384-411
IZA Discussion Paper No. 16378
The Short and Medium Term Effects of Full-Day Schooling on Learning and Maternal Labor Supply
Giulia Bovini, Niccolò Cattadori, Marta De Philippis, Paolo Sestito
IZA Discussion Paper No. 16339
Why Is the Roy-Borjas Model Unable to Predict International Migrant Selection on Education? Evidence from Urban and Rural Mexico
Stefan Leopold, Jens Ruhose, Simon Wiederhold
published online in: World Economy, 05 November 2024
IZA Discussion Paper No. 16222
Selective Migration and Economic Development: A Generalized Approach
Narcisse Cha’Ngom, Christoph Deuster, Frédéric Docquier, Joël Machado
IZA Discussion Paper No. 16176
"Good Politicians": Experimental Evidence on Motivations for Political Candidacy and Government Performance
Saad Gulzar, Muhammad Yasir Khan
IZA Discussion Paper No. 16065
Unexpected Colonial Returns: Self-Selection and Economic Integration of Migrants over Multiple Generations
Anne C. Gielen, Dinand Webbink
IZA Discussion Paper No. 16053
Risk Compensation after COVID-19 Vaccination
Jisoo Hwang, Seung-sik Hwang, Hyuncheol Bryant Kim, Jungmin Lee, Junseok Lee
updated version published as 'Risk compensation after COVID-19 vaccination: Evidence from vaccine rollout by exact birth date in South Korea' in: Health Economics, 2024, 33 (8), 1811 - 1830
IZA Discussion Paper No. 15995
Was Robert Gibrat Right? A Test Based on the Graphical Model Methodology
Marco Guerzoni, Luigi Riso, Marco Vivarelli
published online in: Small Business Economics, 04 April 2024
IZA Discussion Paper No. 15983
Women in Political Bodies as Policymakers
Thushyanthan Baskaran, Zohal Hessami
published online in: Review of Economics and Statistics, 24 July 2023
IZA Discussion Paper No. 15973
Gender Wage Gap among Young Adults: A Comparison across British Cohorts
Francesca Foliano, Alex Bryson, Heather Joshi, Bożena Wielgoszewska, David Wilkinson
published in: Labour Economics, 2024, 91, 102614
IZA Discussion Paper No. 15955
The Nature of Long-Term Unemployment: Predictability, Heterogeneity and Selection
Andreas I. Mueller, Johannes Spinnewijn
IZA Discussion Paper No. 15864
The Long-Run Earnings Effects of Winning a Mayoral Election
Marco Bertoni, Giorgio Brunello, Lorenzo Cappellari, Maria De Paola
IZA Discussion Paper No. 15748
Do College Admissions Criteria Matter? Evidence from Discretionary vs. Grade-Based Admission Policies
Rais Kamis, Jessica Pan, Kelvin Seah
published in: Economics of Education Review, 2023, 92, 102347
IZA Discussion Paper No. 15683
Reputation vs Selection Effects in Markets With Informational Asymmetries
Theodore Alysandratos, Sotiris Georganas, Matthias Sutter
IZA Discussion Paper No. 15579
Privatizing Disability Insurance
Arthur Seibold, Sebastian Seitz, Sebastian Siegloch
IZA Discussion Paper No. 15510
Urban Resilience and Social Security Uptake: New Zealand Evidence from the Global Financial Crisis and the COVID-19 Pandemic
William Cochrane, Jacques Poot, Matthew Roskruge
published in: Australasian Journal of Regional Studies, 2023, 29 (2), 155-184
IZA Discussion Paper No. 15509
Political Selection When Uncertainty Is High
Thushyanthan Baskaran, Zohal Hessami, Temurbek Khasanboev
published in: Kyklos, 2023, 145, 76 (2), 161-178
IZA Discussion Paper No. 15379
A Note on Evaluating Formal Education for Adults
Anders Stenberg
published as 'Does Formal Education for Adults Yield Long-Term Multiplier Effects or Human Capital Depreciation?' in: Economics of Education Review, 2022, 90, 102306
IZA Discussion Paper No. 15070
Heterogeneous Peer Effects under Endogenous Selection: An Application to Local and Migrant Children in Elementary Schools in Shanghai
Yuanyuan Chen, Shuaizhang Feng, Chao Yang
published in: China Economic Review, 2024, 87, 102207
IZA Discussion Paper No. 15045
Migration on the Rise, a Paradigm in Decline: The Last Half-Century of Global Mobility
Michael A. Clemens
published in: AEA Papers and Proceedings, 2022, 112, 257-261
IZA Discussion Paper No. 15028
Selection and the Distribution of Female Hourly Wages in the U.S.
Iván Fernández-Val, Aico van Vuuren, Francis Vella, Franco Peracchi
published as 'Selection and the distribution of female real hourly wages in the United States' in: Quantitative Economics, 2023, 14 (2), 571-607
IZA Discussion Paper No. 15002
Updates on Returns to Education in India: Analysis Using PLFS 2018-19 Data
Jie Chen, Sanghamitra Kanjilal-Bhaduri, Francesco Pastore
IZA Discussion Paper No. 15000
Performance-Related Pay and Objective Measures of Health after Correcting for Sample Selection
Nicole Andelic, Julia Allan, Keith A. Bender, Daniel Powell, Ioannis Theodossiou
published as 'Performance-related Pay, Mental and Physiological Health' in: Industrial Relations, 2024, 63 (1), 3-25.
IZA Discussion Paper No. 14986
Does Group-Based Incentive Pay Lead To Higher Productivity? Evidence from a Complex and Interdependent Industrial Production Process
Anders Frederiksen, Daniel Baltzer Schjødt Hansen, Colleen Flaherty Manchester
published as ' Group-based incentives and individual performance: Unpacking the effort response' in: ILR Review, 2024, 77 (2), 273-293.
IZA Discussion Paper No. 14985
Adverse Selection in the Group Life Insurance Market
Timothy F. Harris, Aaron Yelowitz, Jeffery Talbert, Alison Davis
published in: Economic Inquiry, 2023, 61 (5), 911-941
IZA Discussion Paper No. 14981
The Gender Recontest Gap in Elections
Thushyanthan Baskaran, Zohal Hessami
published in: European Economic Review, 2022, 145, 104111
IZA Discussion Paper No. 14717
Testing Classic Theories of Migration in the Lab
Catia Batista, David McKenzie
published in: Journal of International Economics, 2023, 145, 103826
IZA Discussion Paper No. 14633
Buying Control? 'Locus of Control' and the Uptake of Supplementary Health Insurance
Eric Bonsang, Joan Costa-Font, Sonja C. de New
published in: Journal of Economic Behaviour and Organisation, 2022, 204, 466 - 489
IZA Discussion Paper No. 14595
Incentives, Self-Selection, and Coordination of Motivated Agents for the Production of Social Goods
Kevin Bauer, Michael Kosfeld, Ferdinand von Siemens
IZA Discussion Paper No. 14505
The Determinants of Study Abroad Participation: A Bivariate Probability Model with Sample Selection
Giorgio Di Pietro
IZA Discussion Paper No. 14475
The Social Value of a SARS-CoV-2 Vaccine: Willingness to Pay Estimates from Four Western Countries
Joan Costa-Font, Caroline Rudisill, Sayward Harrison, Luca Salmasi
published in: Health Economics, 2023, 32 (8), 1818 - 1835
IZA Discussion Paper No. 14428
Identifying Marginal Treatment Effects in the Presence of Sample Selection
Otávio Bartalotti, Désiré Kédagni, Vítor Augusto Possebom
IZA Discussion Paper No. 14412
Tracking the Herd with a Shotgun — Why Do Peers Influence College Major Selection?
Michael Insler, Ahmed S. Rahman, Katherine Smith
IZA Discussion Paper No. 14364
Intercept Estimation in Nonlinear Selection Models
Wiji Arulampalam, Valentina Corradi, Daniel Gutknecht
published online in: Econometric Theory, 24 April 2023
IZA Discussion Paper No. 14335
The Impact of Selection into the Labor Force on the Gender Wage Gap
Francine D. Blau, Lawrence M. Kahn, Nikolai Boboshko, Matthew Comey
published in: Journal of Labor Economics, 2024, 42 (2), 1093–1133
IZA Discussion Paper No. 14261
Gender, Selection into Employment, and the Wage Impact of Immigration
George J. Borjas, Anthony Edo
forthcoming in: Journal of Labor Economics, 2026
IZA Discussion Paper No. 14221
Using Machine Learning and Qualitative Interviews to Design a Five-Question Women's Agency Index
Seema Jayachandran, Monica Biradavolu, Jan Cooper
IZA Discussion Paper No. 14167
Selection and Endogenous Treatment Models with Social Interactions: An Application to the Impact of Exercise on Self-Esteem
Zhongjian Lin, Francis Vella
IZA Discussion Paper No. 14156
Measuring Research Excellence Amongst Economics Lecturers in the UK
Richard McManus, Karen A. Mumford, Cristina Sechel
pubished in: Bulletin of Economic Research, 2022, 74 (2), 386 - 404
IZA Discussion Paper No. 14139
"Study Hard and Make Progress Every Day": Updates on Returns to Education in China
Jie Chen, Francesco Pastore
IZA Discussion Paper No. 14067
Who Benefits from Corporate Social Responsibility? Reciprocity in the Presence of Social Incentives and Self-Selection
Guglielmo Briscese, Nick Feltovich, Robert Slonim
IZA Discussion Paper No. 14024
Job Placement via Private vs. Public Employment Agencies: Investigating Selection Effects and Job Match Quality in Germany
Adam Ayaita, Christian Grund, Lisa Pütz
published in: Schmalenbach Journal of Business Research, 2022, 74 (2), 137-162
IZA Discussion Paper No. 13942
Worker Flows and Wage Dynamics: Estimating Wage Growth without Composition Effects
Raquel Carrasco, J. Ignacio Garcia Perez, Juan F. Jimeno
published in: Oxford Economic Papers, 2024, 76 (1), 94–114
IZA Discussion Paper No. 13873
The Effect of Group Identity on Hiring Decisions with Incomplete Information
Fortuna Casoria, Ernesto Reuben, Christina Rott
published in: Management Science, 2022, 68, 6336-6345
IZA Discussion Paper No. 13789
Assessing Selection Bias in Non-Experimental Estimates of the Returns to Workplace Training
Jan Sauermann, Anders Stenberg
revised version available here
IZA Discussion Paper No. 13740
The Role of Unemployment and Job Change When Estimating the Returns to Migration
Julian Emmler, Bernd Fitzenberger
IZA Discussion Paper No. 13696
Recruitment, Effort, and Retention Effects of Performance Contracts for Civil Servants: Experimental Evidence from Rwandan Primary Schools
Clare Leaver, Owen Ozier, Pieter Serneels, Andrew Zeitlin
published in: American Economic Review 2021, 111 (7), 2213 - 2246
IZA Discussion Paper No. 13678
Recruiting Intensity and Hiring Practices: Cross-Sectional and Time-Series Evidence
Benjamin Lochner, Christian Merkl, Heiko Stüber, Nicole Gürtzgen
published in: Labour Economics, 2021, 68, 101939
IZA Discussion Paper No. 13621
Adverse Selection in the Marriage Market: HIV Testing and Marriage in Rural Malawi
Manuela Angelucci, Daniel M Bennett
published in: Review of Economic Studies, 2021, 88 (5), 2119–2148,
IZA Discussion Paper No. 13612
Migration from Developing Countries: Selection, Income Elasticity, and Simpson's Paradox
Michael A. Clemens, Mariapia Mendola
published in: Journal of Development Economics, 2024, 171, 103359
IZA Discussion Paper No. 13583
Trustworthiness in the Financial Industry
Andrej Gill, Matthias Heinz, Heiner Schumacher, Matthias Sutter
revised version published as 'Social Preferences of Young Professionals and the Financial Industry' in: Management Science, 2023, 69 (7), 3905-3919.
IZA Discussion Paper No. 13565
If (My) 6 Was (Your) 9: Reporting Heterogeneity in Student Evaluations of Teaching
Marco Bertoni, Enrico Rettore, Lorenzo Rocco
published in: Labour Economics, 2024, 89, 102567
IZA Discussion Paper No. 13531
Early Child Development and Parents' Labor Supply
Lukáš Lafférs, Bernhard Schmidpeter
published in: Journal of Applied Econometrics, 2021, 36 (2), 190-208
IZA Discussion Paper No. 13511
Explaining Post-Cold-War Civil Conflict among 17 Billion Models: The Importance of History and Religion
Michael Jetter, Rafat Mahmood, Christopher F. Parmeter, Andres Ramirez Hassan
published as 'Post-Cold War civil conflict and the role of history and religion: A stochastic search variable selection approach' in: Economic Modelling, 2022, 114, 105907
IZA Discussion Paper No. 13474
Selection and Incentives under Time Pressure: The Importance of Framing
Maria De Paola, Francesca Gioia, Valeria Pupo
IZA Discussion Paper No. 13300
The Effect of the Hartz Labor Market Reforms on Post-unemployment Wages, Sorting, and Matching
Simon D. Woodcock
published as 'The determinants of displaced workers’ wages: Sorting, matching, selection, and the Hartz reforms' in: Journal of Econometrics, 2023, 233 (2), 568-595
IZA Discussion Paper No. 13289
A Short History of the Gender Wage Gap in Britain
Alex Bryson, Heather Joshi, Bożena Wielgoszewska, David Wilkinson
published in: Oxford Review of Economic Policy, 2020, 36 (4), 836-854
IZA Discussion Paper No. 13201
Two Field Experiments on Self-Selection, Collaboration Intensity, and Team Performance
Mira Fischer, Rainer Michael Rilke, B. Burcin Yurtoglu
IZA Discussion Paper No. 13131
Moving from a Poor Economy to a Rich One: The Contradictory Roles of Technology and Job Tasks
Eran Yashiv
IZA Discussion Paper No. 13125
Female Political Representation and Substantive Effects on Policies: A Literature Review
Zohal Hessami, Mariana Lopes da Fonseca
published in: European Journal of Political Economy, 2020, 63, 101896
IZA Discussion Paper No. 13121
Teacher Preferences, Working Conditions, and Compensation Structure
Andrew C. Johnston
IZA Discussion Paper No. 13016
Hours Worked and the U.S. Distribution of Real Annual Earnings 1976–2016
Iván Fernández-Val, Franco Peracchi, Aico van Vuuren, Francis Vella
published in: Journal of Applied Economics, 2024, 39 (4), 659 - 678
IZA Discussion Paper No. 12934
Adopting Mobile Money: Evidence from an Experiment in Rural Africa
Catia Batista, Pedro C. Vicente
published in: American Economic Review: Papers & Proceedings, 2020, 110, 594 - 598
IZA Discussion Paper No. 12878
Selection and Absolute Advantage in Farming and Entrepreneurship
Francisco Alvarez-Cuadrado, Francesco Amodio, Markus Poschke
IZA Discussion Paper No. 12859
Selection into Employment and the Gender Wage Gap across the Distribution and over Time
Patricia Gallego Granados, Katharina Wrohlich
IZA Discussion Paper No. 12840
Inputs, Incentives, and Self-Selection at the Workplace
Francesco Amodio, Miguel A. Martinez-Carrasco
IZA Discussion Paper No. 12807
Selection into Experiments: Evidence from a Population of Students
Jonathan F. Schulz, Uwe Sunde, Petra Thiemann, Christian Thöni
revised version published in: Journal of Behavioral and Experimental Economics, 2022, 98, 101871
IZA Discussion Paper No. 12800
Refugees' and Irregular Migrants' Self-Selection into Europe: Who Migrates Where?
Cevat Giray Aksoy, Panu Poutvaara
revised version published as 'Refugees' and irregular migrants' self-selection into Europe' in: Journal of Development Economics, 2021, 152, 102681
IZA Discussion Paper No. 12700
Cognitive and Non-Cognitive Abilities of Immigrants: New Perspectives on Migrant Quality from a Selective Immigration Country
Maryam Naghsh Nejad, Stefanie Schurer
published in: Journal of Economic Behavior & Organization, 2022, 203, 107-124
IZA Discussion Paper No. 12692
Culture or Context? Revisiting the Role of Culture in Shaping Economic Outcomes
Wifag Adnan
IZA Discussion Paper No. 12647
Occupation Growth, Skill Prices, and Wage Inequality
Michael Johannes Böhm, Hans-Martin von Gaudecker, Felix Schran
published in: Journal of Labor Economics, 2024, 42 (1), 201–243
IZA Discussion Paper No. 12624
Self-Employment and Migration
Samuele Giambra, David McKenzie
published in: World Development, 2022, 141, 105362
IZA Discussion Paper No. 12587
Why Join a Team?
David J. Cooper, Krista Saral, Marie Claire Villeval
revised version published in: Management Science, 2021, 67 (11), 6980-6997
IZA Discussion Paper No. 12486
Estimating Selection Models without Instrument with Stata
Xavier D'Haultfoeuille, Arnaud Maurel, Xiaoyun Qiu, Yichong Zhang
published in: Stata Journal, 2020, 20(2), 297-308
IZA Discussion Paper No. 12305
The Effect of Employment Protection on Firms' Worker Selection
Sebastian Butschek, Jan Sauermann
published online in: Journal of Human Resources, 09 May 2022
IZA Discussion Paper No. 12287
Hiring through Referrals in a Labor Market with Adverse Selection
Aurelie Dariel, Arno Riedl, Simon Siegenthaler
published as 'Referral hiring and wage formation in a market with adverse selection' in: Games and Economic Behavior, 2021, 130, 109 - 130
IZA Discussion Paper No. 12262
Voluntary Job Separations and Traditional versus Flexible Workplace Saving Plans: Evidence from Canada
Tony Fang, Derek Messacar
published in: Canadian Public Policy, 2019, 45 (2), 239-261.
IZA Discussion Paper No. 12173
Human Capital Investment under Exit Options: Evidence from a Natural Quasi-Experiment
Satish Chand, Michael A. Clemens
published in: Journal of Development Economics, 2023, 163, 103112
IZA Discussion Paper No. 12168
All That Glitters Is Not Gold: Wages and Education for US Immigrants
Simone Bertoli, Steven Stillman
published in: Labour Economics, 2019, 61, Article 101749
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