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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365 IZA Discussion Papers
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
IZA Discussion Paper No. 9807
A Comparison of Panel Data Models in Estimating Technical Efficiency
Masoomeh Rashidghalam, Almas Heshmati, Ghader Dashti, Esmail Pishbahar
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