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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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366 IZA Discussion Papers
IZA Discussion Paper No. 17907
Resilience in the Wake of Disaster: The Role of Social Capital in Mitigating Long-Term Well-Being Losses
Santiago Budría, Alejandro Betancourt-Odio, Marlene Fonseca
IZA Discussion Paper No. 17805
Quantifying the Internal Validity of Weighted Estimands
Alexandre Poirier, Tymon Sloczynski
IZA Discussion Paper No. 17702
Lifting Up the Lives of Extremely Disadvantaged Youth: The Role of Staying in School Longer
Julie Moschion, Jan C. van Ours
IZA Discussion Paper No. 17489
Biased Returns to Tenure: The Impact of Firm-Specific Shocks on Base and Non-base Earnings
Daniel Schaefer, Carl Singleton, Nikolaos Theodoropoulos
IZA Discussion Paper No. 17388
In the Wrong Place at the Wrong Time: The Impact of Mass Shooting Exposure on Mental Health
Michele Ubaldi, Matteo Picchio
IZA Discussion Paper No. 17345
Work Pay, Contractual Changes and Employee Attrition: Evidence from NHS Trainee Doctors
Marco Mello, Giuseppe Moscelli, Ioannis Laliotis, Melisa Sayli
IZA Discussion Paper No. 17262
Estimating Quantile Regressions with Multiple Fixed Effects through Method of Moments
Fernando Rios-Avila, Leonardo Siles, Gustavo J. Canavire Bacarreza
IZA Discussion Paper No. 17174
Identification of Ex Ante Returns Using Elicited Choice Probabilities: An Application to Preferences for Public-Sector Jobs
Romuald Meango, Esther Mirjam Girsberger
IZA Discussion Paper No. 17150
Financial Inclusion and Threshold Effects in Carbon Emissions
Nidhaleddine Ben Cheikh, Christophe Rault
IZA Discussion Paper No. 17119
Making the Right Call: The Heterogeneous Effects of Individual Performance Pay on Productivity
Marco Clemens, Jan Sauermann
published in: Labour Economics, 2025, 94, 102694
IZA Discussion Paper No. 17086
Homelessness and Crime: An Examination of California
Benjamin Artz, David M. Welsch
IZA Discussion Paper No. 17023
Heterogeneity in the Persistence of Health: Evidence from a Monthly Micro Panel
Stephen Hoskins, David W. Johnston, Johannes S. Kunz, Michael A. Shields, Kevin E. Staub
IZA Discussion Paper No. 16971
COVID-19 Lockdown, Home Environment, Lifestyles, and Mental Health among Preschoolers in China
Yuting Zhang, Jin Zhao, Zhangsheng Yu, Guanghai Wang, Jun Zhang, Fan Jiang, Saishuang Wu, Yue Zhang, Donglan Zhang, Xi Chen
published in: Children and Youth Services Review, 2024, 161, 107654
IZA Discussion Paper No. 16921
War, International Spillovers, and Adolescents: Evidence from Russia's Invasion of Ukraine in 2022
Thomas Siedler, Silke Anger, Bernhard Christoph, Agata Galkiewicz, Shushanik Margaryan, Frauke Peter, Malte Sandner
published in: Journal of Economic Behavior & Organization, 2024, 224, 181-193
IZA Discussion Paper No. 16794
Efficiency in Poverty Reduction: A State-Level Analysis for Bolivia
Gustavo J. Canavire Bacarreza, Alejandro Puerta-Cuartas, Javier Beverinotti
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. 16372
Eggs When Young, Chicken When Old. Time Consistency and Addiction over the Life Cycle
Luca Piccoli, Silvia Tiezzi
IZA Discussion Paper No. 16342
Nighttime Light Pollution and Economic Activities: A Spatio-Temporal Model with Common Factors for US Counties
Georges Bresson, Jean-Michel Etienne, Guy Lacroix
IZA Discussion Paper No. 16337
Documenting and Explaining the Dramatic Rise of the New Society Journals in Economics
John C. Ham, Julian Wright, Ziqiu Ye
IZA Discussion Paper No. 16289
Injury Risk, Concussions, Race, and Pay in the NFL
Quinn Keefer, Thomas J. Kniesner
published in: Journal of Risk and Uncertainty, 2023, 67(2), 107-136
IZA Discussion Paper No. 16242
Does Internal Locus of Control Get You Out of Homelessness?
Santiago Budría, Alejandro Betancourt-Odio, Eszter Wirth
published in: Economic Letters, 2023, 230, 111249
IZA Discussion Paper No. 16202
Fixed Effects and Causal Inference
Daniel L. Millimet, Marc Bellemare
IZA Discussion Paper No. 16112
Estimating the Laffer Tax Rate on Capital Income: Cross-Base Responses Matter!
Marie-Noëlle Lefebvre, Etienne Lehmann, Michaël Sicsic
published online in: Scandinavian Journal of Economics, 07 November 2024
IZA Discussion Paper No. 16013
Workers' Perceptions of Earnings Growth and Employment Risk
Gizem Koşar, Wilbert van der Klaauw
IZA Discussion Paper No. 15935
Labour Mobility in German Establishments during the COVID-19 Crisis: Panel Data Analyses with Special Reference to Short-Time Work and Working from Home
Lisa Bellmann, Lutz Bellmann, Olaf Hübler
revised version published as 'Labour mobility, short-time work and working from home: establishments' behaviour during the COVID-19 crisis' in: International Journal of Manpower, 2024, 45(6), 1262-1278
IZA Discussion Paper No. 15907
Synthetic Difference-in-Differences Estimation
Damian Clarke, Daniel Pailañir, Susan Athey, Guido W. Imbens
published in: Stata Journal, 2024, 24 (4), 557-598
IZA Discussion Paper No. 15815
Robust Dynamic Space-Time Panel Data Models Using ?-Contamination: An Application to Crop Yields and Climate Change
Badi H. Baltagi, Georges Bresson, Anoop Chaturvedi, Guy Lacroix
published in: Empirical Economics, 2023, 64, 2475–2509
IZA Discussion Paper No. 15773
Gender Stereotypes in the Family
Cheti Nicoletti, Almudena Sevilla, Valentina Tonei
IZA Discussion Paper No. 15718
Hate in the Time of COVID-19: Racial Crimes against East Asians
Joel Carr, Jonathan James, Joanna Clifton-Sprigg, Suncica Vujic
IZA Discussion Paper No. 15708
The Identification of Time-Invariant Variables in Panel Data Model: Exploring the Role of Science in Firms’ Productivity
Sara Amoroso, Randolph Luca Bruno, Laura Magazzini
IZA Discussion Paper No. 15662
Earnings Losses and the Role of the Welfare State during the COVID-19 Pandemic: Evidence from Sweden
Adrian Adermon, Lisa Laun, Patrik Lind, Martin Olsson, Jan Sauermann, Anna Sjögren
published in: Review of Income and Wealth, 2024, 70 (4), 981 - 1010
IZA Discussion Paper No. 15660
Decent Wage Floors in Europe: Does the Minimum Wage Directive Get It Right?
Henri Haapanala, Ive Marx, Zachary Parolin
published in: Journal of European Social Policy, 2023, 33 (4), 421 - 435
IZA Discussion Paper No. 15353
Job Location Decisions and the Effect of Children on the Employment Gender Gap
Andrea Albanese, Adrian Nieto Castro, Konstantinos Tatsiramos
IZA Discussion Paper No. 15343
Corporate Training and Skill Gaps: Did COVID-19 Stem EU Convergence in Training Investments?
Konstantinos Pouliakas, Patricia Wruuck
also available as: European Investment Bank (EIB) Economics Working Papers 2022/07
IZA Discussion Paper No. 15234
How Economic, Political and Institutional Factors Influence the Choice of Exchange Rate Regimes? New Evidence from Selected Countries of the MENA Region
Najia Maraoui, Thouraya Hadj Amor, Islem Khefacha, Christophe Rault
IZA Discussion Paper No. 15140
Are Retirees More Satisfied? Anticipation and Adaptation Effects: A Causal Panel Analysis of German Statutory Insured and Civil Service Pensioners
Joachim Merz
IZA Discussion Paper No. 14956
How Does the Position in Business Group Hierarchies Affect Workers' Wages?
Hartmut Egger, Elke J. Jahn, Stefan Kornitzky
revised version published in: Journal of Economic Behavior & Organization, 2022, 194 (2), 244-263
IZA Discussion Paper No. 14946
COVID-19 Vaccination Mandates and Vaccine Uptake
Alexander Karaivanov, Dongwoo Kim, Shih En Lu, Hitoshi Shigeoka
published in: Nature Human Behavior, 2022, 6, 1615–1624
IZA Discussion Paper No. 14682
COVID-19 Mobility Policies Impacts: How Credible Are Difference-in-Differences Estimates?
Joakim A. Weill, Matthieu Stigler, Olivier Deschenes, Michael R. Springborn
IZA Discussion Paper No. 14669
COVID-19 Spread in Germany from a Regional Perspective
Olaf Hübler
IZA Discussion Paper No. 14658
Voting, Contagion and the Trade-Off between Public Health and Political Rights: Quasi-Experimental Evidence from the Italian 2020 Polls
Marco Mello, Giuseppe Moscelli
published in: Journal of Economic Behavior & Organization, 2022, 200, 1025 - 2052
IZA Discussion Paper No. 14555
How Collective Bargaining Shapes Poverty: New Evidence for Developed Countries
Kevin Pineda-Hernández, François Rycx, Mélanie Volral
published in: British Journal of Industrial Relations, 2022, 60 (4), 895-928
IZA Discussion Paper No. 14548
Too Family Friendly? The Consequences of Parent Part-Time Working Rights
Daniel Fernández-Kranz, Núria Rodríguez-Planas
published in: Journal of Public Economics, 2021, 197, 104407
IZA Discussion Paper No. 14334
Is Large-Scale Rapid Cov-2 Testing a Substitute For Lockdowns? The Case of Tuebingen
marc diederichs, Peter G. Kremsner, Timo Mitze, Gernot Müller, Dominik Papies, Felix Schulz, Klaus Wälde
published as 'Is large-scale rapid CoV-2 testing a substitute for lockdowns?' in: PLoS ONE, 2022, 17 (3), e0265207.
IZA Discussion Paper No. 14318
The Effects of Unemployment on Health, Hospitalizations, and Mortality - Evidence from Administrative Data
Matija Vodopivec, Suzana Laporsek, Janez Stare, Milan Vodopivec
IZA Discussion Paper No. 14316
Mental Health and Abortions among Young Women: Time-Varying Unobserved Heterogeneity, Health Behaviors, and Risky Decisions
Lena Janys, Bettina M. Siflinger
IZA Discussion Paper No. 14198
Income Changes Do Not Influence Political Participation: Evidence from Comparative Panel Data
Sebastian Jungkunz, Paul Marx
published as 'Income changes do not influence political involvement in panel data from six countries' in: European Journal of Political Research, 2022, 61 (3), 829-841
IZA Discussion Paper No. 14119
Weather, Psychological Wellbeing and Mobility during the First Wave of the COVID-19 Pandemic
Ashley Burdett, Apostolos Davillas, Ben Etheridge
revised version published as 'Weather, mental health, and mobility during the first wave of the COVID-19 pandemic' in: Health Economics, 2021, 30 (9), 2296-2306
IZA Discussion Paper No. 14088
Over-Education and Immigrant Earnings: A Penalized Quantile Panel Regression Analysis
Sholeh A. Maani, Le Wen
published in: Applied Economics, 2021, 53 (24), 2771 - 2790
IZA Discussion Paper No. 14010
A Life-Cycle Theory Analysis of French Household Electricity Demand
Fateh Belaïd, Christophe Rault, Camille Massié
published in: Journal of Evolutionary Economics, 2022, 32, 501-530
IZA Discussion Paper No. 13959
Quantifying the Externalities of Renewable Energy Plants Using Wellbeing Data: The Case of Biogas
Christian Krekel, Julia Rechlitz, Johannes Rode, Alexander Zerrahn
IZA Discussion Paper No. 13828
Risk Preferences and Training Investments
Marco Caliendo, Deborah A. Cobb-Clark, Cosima Obst, Arne Uhlendorff
revised version published in: Journal of Economic Behaviour and Organization, 2023, 205, 668-686
IZA Discussion Paper No. 13814
Female Labor Force Participation in Five Selected Mena Countries: An Age-Period-Cohort Analysis (Algeria, Egypt, Jordan, Palestine and Tunisia)
Moundir Lassassi, Aysit Tansel
substantially revised version published as 'Female Labor Force Participation in Egypt and Palestine: An Age-Period- Cohort Analysis' in: Review of Development Economics, 2022, 26 (4), 1997-2020.
IZA Discussion Paper No. 13803
Diagnostic Tests for Homoskedasticity in Spatial Cross-Sectional or Panel Models
Badi H. Baltagi, Alain Pirotte, Zhenlin Yang
published in: Journal of Econometrics, 2021, 224 (2), 245-270.
IZA Discussion Paper No. 13785
How to Remove the Testing Bias in CoV-2 Statistics
Klaus Wälde
IZA Discussion Paper No. 13725
Are Older People Aware of Their Cognitive Decline? Misperception and Financial Decision Making
Fabrizio Mazzonna, Franco Peracchi
published in: Journal of Political Economy, 2024, 132 (6), 1793-1830
IZA Discussion Paper No. 13616
The Economic Impacts of Direct Natural Disaster Exposure
Meliyanni Johar, David W. Johnston, Michael A. Shields, Peter Siminski, Olena Stavrunova
published in: Journal of Economic Behavior & Organization, 2022, 196, 26-39
IZA Discussion Paper No. 13357
Econometric Models of Fertility
Alfonso Miranda, Pravin K. Trivedi
IZA Discussion Paper No. 13350
The CPS Citizenship Question and Survey Refusals: Causal and Semi-Causal Evidence Featuring a Two-Stage Regression Discontinuity Design
Robert Bernhardt, Phanindra V. Wunnava
IZA Discussion Paper No. 13322
The Interaction Between Personality and Health Policy: Empirical Evidence from the UK Smoking Bans
Cecily Josten, Grace Lordan
published in: Economics & Human Biology, 2020, 38, 100899
IZA Discussion Paper No. 13319
Face Masks Considerably Reduce COVID-19 Cases in Germany: A Synthetic Control Method Approach
Timo Mitze, Reinhold Kosfeld, Johannes Rode, Klaus Wälde
published in: PNAS, 2020, 117 (5), 32293-32301
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. 13293
Lockdown Strategies, Mobility Patterns and COVID-19
Nikos Askitas, Konstantinos Tatsiramos, Bertrand Verheyden
published in: Nature Journal: Scientific Reports , 2021, 11, 1972, (appeared also in CEPR's: Covid Economics: Vetted and Real Time Papers, 2020, 23)
IZA Discussion Paper No. 13214
Robust Dynamic Panel Data Models Using e-Contamination
Badi H. Baltagi, Georges Bresson, Anoop Chaturvedi, Guy Lacroix
published in: Advances in Econometrics, 2022, 43 B3 (Essays in Honor of M. Hashem Pesaran: Panel Modeling, Micro Applications, and Econometric Methodology), 307 - 336
IZA Discussion Paper No. 13165
Impacts of Social and Economic Factors on the Transmission of Coronavirus Disease 2019 (COVID-19) in China
Yun Qiu, Xi Chen, Wei Shi
published in: Journal of Population Economics, 2020, 33, 1127 - 1172
IZA Discussion Paper No. 13155
Labour Market Institutions, Technology and Rent Sharing
Kyoji Fukao, Cristiano Perugini, Fabrizio Pompei
published as 'Labour market regimes, technology and rent-sharing in Japan' in: Economic Modelling, 2022, 112, 105856
IZA Discussion Paper No. 13099
Using Machine Learning to Predict Nosocomial Infections and Medical Accidents in a NICU
Marc Beltempo, Georges Bresson, Guy Lacroix
published in: Health & Technology, 2023, 13, 75–87
IZA Discussion Paper No. 13046
Infections, Accidents and Nursing Overtime in a Neonatal Intensive Care Unit: A Bayesian Semiparametric Panel Data Logit Model
Marc Beltempo, Georges Bresson, Jean-Michel Etienne, Guy Lacroix
published as 'Infections, accidents and nursing overtime in a neonatal intensive care unit' in: European Journal of Health Economics, 2022, 23, 627 - 643
IZA Discussion Paper No. 12906
Rational Addiction and Time Consistency: An Empirical Test
Luca Piccoli, Silvia Tiezzi
published in: Journal of Health Economics, 2021, 80, 102546
IZA Discussion Paper No. 12775
Decomposing Employment Trends of Disabled Workers
Pierre Koning, Heike Vethaak
published in: B.E. Journal of Economic Analysis & Policy, 2021, 21 (4), 20210010
IZA Discussion Paper No. 12584
Inference with Arbitrary Clustering
Fabrizio Colella, Rafael Lalive, Seyhun Orcan Sakalli, Mathias Thoenig
IZA Discussion Paper No. 12556
Running the Risk of an Injury in the NFL: Short-Run and Career Consequences
Quinn Keefer, Thomas J. Kniesner
published as 'Performance and Pay in Professional Football' in: Foundations and Trends in Microeconomics, 2022, 12 (4), 269-343.
IZA Discussion Paper No. 12465
Exploiting Information from Singletons in Panel Data Analysis: A GMM Approach
Randolph Luca Bruno, Laura Magazzini, Marco Stampini
published in: Economics Letters, 2020, 186, 108519
IZA Discussion Paper No. 12329
Inter-City Spillover and Intra-City Agglomeration Effects among Local Labour Markets in China
Xiaodong Gong, Jiti Gao, Xuan Liang
IZA Discussion Paper No. 12079
On Event Study Designs and Distributed-Lag Models: Equivalence, Generalization and Practical Implications
Kurt Schmidheiny, Sebastian Siegloch
published as 'On event studies and distributed-lags in two-way fixed effects models: Identification, equivalence, and generalization' in: Journal of Applied Econometrics, 2023, 38 (5), 695-713
IZA Discussion Paper No. 11895
Public versus Private Sector Wage Gap in Egypt: Evidence from Quantile Regression on Panel Data
Aysit Tansel, Halil Ibrahim Keskin, Zeynel Abidin Ozdemir
substantially revised version published as 'Public-Private Sector Wage Gap by Gender in Egypt: Evidence from Quantile Regression on Panel Data, 1998-2018' in: World Development, 2020, 135, 105060
IZA Discussion Paper No. 11832
Are Retirees More Satisfied? Anticipation and Adaptation Effects of Retirement on Subjective Well-Being: A Panel Analysis for Germany
Joachim Merz
IZA Discussion Paper No. 11689
One Billion Euro Program for Early Childcare Services in Italy
Isabella Giorgetti, Matteo Picchio
published in: Metroeconomica, 2021, 72 (3), 469-492
IZA Discussion Paper No. 11676
The Impact of Government Spending on GDP in a Remitting Country
Almukhtar Al-Abri, Ismail H. Genc, George S Naufal
IZA Discussion Paper No. 11587
A Time-Space Dynamic Panel Data Model with Spatial Moving Average Errors
Badi H. Baltagi, Bernard Fingleton, Alain Pirotte
published in: Regional Science and Urban Economics, 2019, 76, 13-31
IZA Discussion Paper No. 11504
Downward Real Wage Rigidity and Equal Treatment Wage Contracts: Theory and Evidence
Andy Snell, Heiko Stüber, Jonathan P. Thomas
published in: Review of Economic Dynamics, 2018, 30, 265-284
IZA Discussion Paper No. 11447
The Effects of Day Care on Health During Childhood: Evidence by Age
Gerard J. van den Berg, Bettina M. Siflinger
published as 'The effects of a daycare reform on health in childhood - Evidence from Sweden ' in: Journal of Health Economics, 2022, 81, 102577
IZA Discussion Paper No. 11407
What Matters for Environmental Quality in the Next-11 Countries: Economic Growth or Income Inequality?
Hemachandra Padhan, Ilham Haouas, Bhagaban Sahoo, Almas Heshmati
IZA Discussion Paper No. 11225
Labor Market Imperfections, Markups and Productivity in Multinationals and Exporters
Sabien Dobbelaere, Kozo Kiyota
published in: Labour Economics, 2018, 53, 198-212
IZA Discussion Paper No. 11182
Estimating Fixed Effects: Perfect Prediction and Bias in Binary Response Panel Models, with an Application to the Hospital Readmissions Reduction Program
Johannes S. Kunz, Kevin E. Staub, Rainer Winkelmann
IZA Discussion Paper No. 11156
Comparing Micro-Evidence on Rent Sharing from Two Different Econometric Models
Sabien Dobbelaere, Jacques Mairesse
published in: Labour Economics, 2018, 52, 18-26
IZA Discussion Paper No. 11018
The Returns to Entrepreneurship: Evidence from Matched Person-Firm Data
Mirjam C. van Praag, Arvid Raknerud
IZA Discussion Paper No. 10995
The Short- and Long-Term Effects of Student Absence: Evidence from Sweden
Sarah Cattan, Daniel A. Kamhöfer, Martin Karlsson, Therese Nilsson
updated version published as 'The Long-term Effects of Student Absence: Evidence from Sweden' in: Economic Journal, 2023, 133 (650), 888-903
IZA Discussion Paper No. 10993
The Response of Parental Time Investments to the Child's Skills and Health
Cheti Nicoletti, Valentina Tonei
published as 'Do parental time investments react to changes in child’s skills and health?' in: European Economic Review, 2020, 127, 103491
IZA Discussion Paper No. 10800
Eliciting Permanent and Transitory Undeclared Work from Matched Administrative and Survey Data
Peter Elek, János Köllő
IZA Discussion Paper No. 10720
The Hukou Impact on the Chinese Wage Structure
Christian Dreger, Yanqun Zhang
IZA Discussion Paper No. 10678
Overeducation in Europe: Trends, Convergence and Drivers
Seamus McGuinness, Adele Bergin, Adele Whelan
published in: Oxford Economic Papers, 2018, 70 (4), 994 - 1015
IZA Discussion Paper No. 10670
The Structure of the Wage Gap for Temporary Workers: Evidence from Australian Panel Data
Inga Laß, Mark Wooden
published in: British Journal of Industrial Relations, 2019, 57(3), 453-478.
IZA Discussion Paper No. 10601
Job-to-Job Transitions, Sorting, and Wage Growth
David Carson Jinkins, Annaig Morin
IZA Discussion Paper No. 10534
Estimating Labor Force Joiners and Leavers Using a Heterogeneity Augmented Two-Tier Stochastic Frontier
Tirthatanmoy Das, Solomon Polachek
published in: Journal of Econometrics, 2017, 199, 156-172.
IZA Discussion Paper No. 10447
A Simple Method to Estimate Large Fixed Effects Models Applied to Wage Determinants and Matching
Nikolas Mittag
published as 'A Simple Method to Estimate Large Fixed Effects Models Applied to Wage Determinants' in: Labour Economics, 2019, 61, 101766
IZA Discussion Paper No. 10406
Locus of Control and Investment in Training
Marco Caliendo, Deborah A. Cobb-Clark, Helke Seitz, Arne Uhlendorff
published in: Journal of Human Resources, 2022, 57(4), 1311-1349
IZA Discussion Paper No. 10240
More Female Manager Hires through More Female Managers? Evidence from Germany
Mario Bossler, Alexander Mosthaf, Thorsten Schank
published as 'Are Female Managers More Likely to Hire More Female Managers? Evidence from Germany' in: ILR Review, 2020, 73 (3), 676-704
IZA Discussion Paper No. 10121
Temporary Jobs and the Severity of Workplace Accidents
Matteo Picchio, Jan C. van Ours
published in: Journal of Safety Research, 2017, 61, 41-51
IZA Discussion Paper No. 9849
Bias in Returns to Tenure When Firm Wages and Employment Comove: A Quantitative Assessment and Solution
Pedro S. Martins, Andy Snell, Heiko Stüber, Jonathan P. Thomas
published in: Journal of Labor Economics, 2018, 36(1), 47-74
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