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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945 IZA Discussion Papers
IZA Discussion Paper No. 14611
Long-Term Consequences of Teaching Gender Roles: Evidence from Desegregating Industrial Arts and Home Economics in Japan
Hiromi Hara, Núria Rodríguez-Planas
forthcoming in: Journal of Labor Economics
IZA Discussion Paper No. 14594
Estimating Coherency between Survey Data and Incentivized Experimental Data
Christian Belzil, Julie Pernaudet, François Poinas
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. 14545
Crowdsourcing Artificial Intelligence in Africa: Findings from a Machine Learning Contest
Wim Naudé, Amy Bray, Celina Lee
IZA Discussion Paper No. 14534
Bye, Bye, Hotel Mama, Bye, Bye Good Grades? Living in a Student Room and Exam Results in Tertiary Education
Simon Amez, Stijn Baert
IZA Discussion Paper No. 14532
Firms' Margins of Adjustment to Wage Growth: The Case of Italian Collective Bargaining
Francesco Devicienti, Bernardo Fanfani
published in: Economica, 2025, 92 (365), 107 - 149
IZA Discussion Paper No. 14481
The Effects of COVID-19 on Employment, Labour Markets and Gender Equality in Central America
Allan Webster, Sangeeta Khorana, Francesco Pastore
published in: IZA Journal of Development and Migration, 2022, 13 (1), 1-43.
IZA Discussion Paper No. 14472
Retrospective Causal Inference via Matrix Completion, with an Evaluation of the Effect of European Integration on Cross-Border Employment
Jason Poulos, Andrea Albanese, Andrea Mercatanti, Fan Li
IZA Discussion Paper No. 14450
From Stocks to Flows – Evidence for the Climate-Migration-Nexus
Michael Berlemann, Erik Haustein, Max F. Steinhardt
IZA Discussion Paper No. 14432
Can You Teach an Old Dog New Tricks? New Evidence on the Impact of Tenure on Productivity
Nicola Gagliardi, Elena Grinza, François Rycx
published as 'Workers' Tenure and Firm Productivity: New Evidence from Matched Employer-employee Data' in: Industrial Relations: A Journal of Economy and Society, 2023, 62 (1), 3-33
IZA Discussion Paper No. 14405
Reconciling Reports: Modelling Employment Earnings and Measurement Errors Using Linked Survey and Administrative Data
Stephen P. Jenkins, Fernando Rios-Avila
published in: Journal of the Royal Statistical Society, 2023, 186 (1), 110 - 136
IZA Discussion Paper No. 14405
Reconciling Reports: Modelling Employment Earnings and Measurement Errors Using Linked Survey and Administrative Data
Stephen P. Jenkins, Fernando Rios-Avila
published in: Journal of the Royal Statistical Society, 2023, 186 (1), 110 - 136
IZA Discussion Paper No. 14404
Finite Mixture Models for Linked Survey and Administrative Data: Estimation and Post-estimation
Stephen P. Jenkins, Fernando Rios-Avila
published in: Stata Journal, 2023, 23 (1), 53 - 85
IZA Discussion Paper No. 14396
Errors in Reporting and Imputation of Government Benefits and Their Implications
Pablo Celhay, Bruce D. Meyer, Nikolas Mittag
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. 14362
Direct, Spillover and Welfare Effects of Regional Firm Subsidies
Sebastian Siegloch, Nils Wehrhöfer, Tobias Etzel
IZA Discussion Paper No. 14313
Gaining, Losing, and Regaining Merit-Based Scholarships
David C. Ribar, Ross Rubenstein
published in: Education Finance and Policy, 2023, 18 (4), 597–622
IZA Discussion Paper No. 14282
Can Older Workers Be Retrained? Canadian Evidence from Worker-Firm Linked Data
Tony Fang, Morley Gunderson, Byron Lee
published in: Relations industrielles/Industrial Relations, 2021, 76 (3), 429-453.
IZA Discussion Paper No. 14269
The Labour Market Impact of COVID-19: Early Evidence for a Sample of Enterprises from Southern Europe
Allan Webster, Sangeeta Khorana, Francesco Pastore
published in: International Journal of Manpower, 2022, 43 (4), 1054 - 1082
IZA Discussion Paper No. 14268
Do Supplementary Jobs for Welfare Recipients Increase the Chance of Welfare Exit? Evidence from Germany
Alexander Mosthaf, Thorsten Schank, Stefan Schwarz
published in: Industrial Relations, 2024, 63 (3), 291-324
IZA Discussion Paper No. 14259
The Effect of Sport in Online Dating: Evidence from Causal Machine Learning
Daniel Boller, Michael Lechner, Gabriel Okasa
IZA Discussion Paper No. 14258
Measuring National Life Satisfaction with Music
Emmanouil Benetos, Alessandro Ragano, Daniel Sgroi, Anthony Tuckwell
published as 'Measuring national mood with music: using machine learning to construct a measure of national valence from audio data' in: Behavior Research Methods, 2022, 54, 3085–3092
IZA Discussion Paper No. 14258
Measuring National Life Satisfaction with Music
Emmanouil Benetos, Alessandro Ragano, Daniel Sgroi, Anthony Tuckwell
published as 'Measuring national mood with music: using machine learning to construct a measure of national valence from audio data' in: Behavior Research Methods, 2022, 54, 3085–3092
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. 14137
Cognitive Load and Occupational Injuries
Eric Bonsang, Eve Caroli
published in: Industrial Relations, 2021, 60(2), 219-242.
IZA Discussion Paper No. 14110
The Gender Wage Gap Among University Vice Chancellors in the UK
Ray Bachan, Alex Bryson
published in: Labour Economics, 2022, 78, 102230
IZA Discussion Paper No. 14106
Health Information and Lifestyle Behaviours: The Impact of a Diabetes Diagnosis
Alessio Gaggero, Joan Gil, Dolores Jiménez-Rubio, Eugenio Zucchelli
published in: Social Science and Medicine, 2022, 314, 115420
IZA Discussion Paper No. 14105
Unemployment Insurance as a Worker Indiscipline Device? Evidence from Scanner Data
Lester Lusher, Geoffrey C. Schnorr, Rebecca L.C. Taylor
published in: American Economic Journal: Applied Economics, 2022, 14 (2), 285 - 319
IZA Discussion Paper No. 14069
Gender Match and the Gender Gap in Venture Capital Financing: Evidence from Shark Tank
Michael Jetter, Kieran Stockley
published as 'Gender match and negotiation: evidence from angel investment on Shark Tank' in: Empirical Economics, 2023, 64, 1947 - 1977
IZA Discussion Paper No. 14049
The Causal Impact of Depression on Cognitive Functioning: Evidence from Europe
Vahé Nafilyan, Mauricio Avendano Pabon, Augustin de Coulon
IZA Discussion Paper No. 14021
Public Procurement and Innovation for Human-Centered Artificial Intelligence
Wim Naudé, Nicola Dimitri
IZA Discussion Paper No. 13919
Parental Resources and College Attendance: Evidence from Lottery Wins
George Bulman, Robert W. Fairlie, Sarena Goodman, Adam Isen
published in: American Economic Review, 2021, 111 (4), 1201–1240
IZA Discussion Paper No. 13918
The Duration of Compulsory Education and the Transition to Secondary Education: Panel Data Evidence from Low-Income Countries
Luis Diaz-Serrano
published in: International Journal of Educational Development, 2020, 75, 102189
IZA Discussion Paper No. 13907
What Is the Role of Firm-Specific Pay Policies on the Gender Earnings Gap in Canada?
Jiang Li, Benoit Dostie, Gaëlle Simard-Duplain
published as 'Firm Pay Policies and the Gender Earnings Gap: The Mediating Role of Marital and Family Status', in: ILR Review, 2023, 76 (1), 160-188
IZA Discussion Paper No. 13895
Measuring the Statistical Capacity of Nations
Grant J. Cameron, Hai-Anh H Dang, Mustafa Dinc, James Foster, Michael Lokshin
published in: Oxford Bulletin of Economics and Statistics, 2021, 83 (4), 870-896.
IZA Discussion Paper No. 13884
Measuring Financial Wellbeing with Self-Reported and Bank-Record Data
Carole Comerton-Forde, John de New, Nicolás Salamanca, David C. Ribar, Andrea Nicastro, James Ross
published in: Economic Record, 2022, 98 (321), 133-151
IZA Discussion Paper No. 13868
Overeducation, Major Mismatch, and Return to Higher Education Tiers: Evidence from Novel Data Source of a Major Online Recruitment Platform in China
Yanqiao Zheng, Xiaoqi Zhang, Yu Zhu
published in: China Economic Review, 2021, 66 (1), 101584
IZA Discussion Paper No. 13841
Effects of the COVID-19 Pandemic on Domestic Violence in Los Angeles
Amalia Miller, Carmit Segal, Melissa Spencer
published in: Economia, 2024, 91 (361), 163-187
IZA Discussion Paper No. 13788
Historical Data: Where to Find Them, How to Use Them
Paola Giuliano, Andrea Matranga
published in: Alberto Bisin and Giovanni Federico (eds.), The Handbook of Historical Economics, Elsevier, 2021, 95-123
IZA Discussion Paper No. 13788
Historical Data: Where to Find Them, How to Use Them
Paola Giuliano, Andrea Matranga
published in: Alberto Bisin and Giovanni Federico (eds.), The Handbook of Historical Economics, Elsevier, 2021, 95-123
IZA Discussion Paper No. 13788
Historical Data: Where to Find Them, How to Use Them
Paola Giuliano, Andrea Matranga
published in: Alberto Bisin and Giovanni Federico (eds.), The Handbook of Historical Economics, Elsevier, 2021, 95-123
IZA Discussion Paper No. 13721
First in Their Families at University: Can Non-cognitive Skills Compensate for Social Origin?
Rebecca Edwards, Rachael Gibson, Colm P. Harmon, Stefanie Schurer
IZA Discussion Paper No. 13702
The Impact of COVID-19 on Subjective Well-Being: Evidence from Singapore
Terence Chai Cheng, Seonghoon Kim, Kanghyock Koh
published as 'Life Satisfaction Changes And Adaptation In The Covid-19 Pandemic: Evidence From Singapore' in: Singapore Economic Review, 2024, 69 (1), 1-34.
IZA Discussion Paper No. 13692
The Relationship between Subjective Wellbeing and Subjective Wellbeing Inequality: Taking Ordinality and Skewness Seriously
Arthur Grimes, Stephen P. Jenkins, Florencia Tranquilli
published in: Journal of Happiness Studies, 2023, 24, 309 - 330
IZA Discussion Paper No. 13681
Employment Reallocation over the Business Cycle: Evidence from Danish Data
Antoine Bertheau, Henning Bunzel, Rune Majlund Vejlin
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. 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. 13575
Economic Impact of Targeted Government Responses to COVID-19: Evidence from the First Large-scale Cluster in Seoul
Jinwook Shin, Seonghoon Kim, Kanghyock Koh
published in: Journal of Economic Behavior and Organization, 2021, 192, 199-221
IZA Discussion Paper No. 13575
Economic Impact of Targeted Government Responses to COVID-19: Evidence from the First Large-scale Cluster in Seoul
Jinwook Shin, Seonghoon Kim, Kanghyock Koh
published in: Journal of Economic Behavior and Organization, 2021, 192, 199-221
IZA Discussion Paper No. 13542
Wage Determination and the Bite of Collective Contracts in Italy and Spain: Evidence from the Metalworking Industry
Effrosyni Adamopoulou, Ernesto Villanueva
published as 'Wage determination and the bite of collective contracts in Italy and Spain' in: Labour Economics, 2022, 76, 102147
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