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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228 IZA Discussion Papers
IZA Discussion Paper No. 17477
How Reliable Are Social Safety Nets in Situations of Acute Economic Need? Extended Estimates for 14 OECD Countries
Raphaela Hyee, Herwig Immervoll, Rodrigo Fernandez, Jongmi Lee, Karl Handscomb
IZA Discussion Paper No. 17420
Matching on Gender and Sexual Orientation
Edoardo Ciscato, Marion Goussé
IZA Discussion Paper No. 17159
Biological Age and Predicting Future Health Care Utilisation
Apostolos Davillas, Andrew M. Jones
A revised version of this WP is accepted for publication in the Journal of Health Economics
IZA Discussion Paper No. 17046
Machine Learning and Multiple Abortions
Pradeep Kumar, Catia Nicodemo, Sonia Oreffice, Climent Quintana-Domeque
IZA Discussion Paper No. 16970
How Do Oil Prices Affect the GDP and Its Components? New Evidence from a Time-Varying Threshold Model
Leila Ben Salem, Ridha Nouira, Sami Saafi, Christophe Rault
revised version published in: Energy Policy, 2024, 190, 114162
IZA Discussion Paper No. 16889
Emissions from Military Training: Evidence from Australia
Wang-Sheng Lee, Trang My Tran
IZA Discussion Paper No. 16873
An Optimal Allocation of Asylum Seekers
Oded Stark, Grzegorz Kosiorowski
published in: Journal of Economic Behavior and Organization, 2024, 220, 1 - 11
IZA Discussion Paper No. 16832
Volatility Spillover between Oil Prices and Main Exchange Rates: Evidence from a DCC-GARCH-Connectedness Approach
Leila Ben Salem, Montassar Zayati, Ridha Nouira, Christophe Rault
revised version published inn: Resources Policy, 2024, 91, 104880
IZA Discussion Paper No. 16777
Let's Roll Back! The Challenging Task of Regulating Temporary Contracts
Davide Fiaschi, Cristina Tealdi
IZA Discussion Paper No. 16764
Childhood Circumstances and Health of American and Chinese Older Adults: A Machine Learning Evaluation of Inequality of Opportunity in Health
Shutong Huo, Derek Feng, Thomas M. Gill, Xi Chen
published in: China CDC Weekly, 2024, 6 (11), 213-218
IZA Discussion Paper No. 16714
Model Averaging and Double Machine Learning
Achim Ahrens, Christian B. Hansen, Mark E Schaffer, Thomas Wiemann
IZA Discussion Paper No. 16706
On the Impact of Oil Prices on Sectoral Inflation: Evidence from World's Top Oil Exporters and Importers
Leila Ben Salem, Ridha Nouira, Christophe Rault
forthcoming in: Journal of Energy and Development
IZA Discussion Paper No. 16630
(Frisch-Waugh-Lovell)' On the Estimation of Regression Models by Row
Damian Clarke, Nicolás Paris Torres, Benjamin Villena-Roldan
IZA Discussion Paper No. 16572
High-Speed Railways and Firms Total Factor Productivity: Evidence from a Quasi-Natural Experiment
Anna Bottasso, Maurizio Conti, Antonella Rita Ferrara, Simone Robbiano
IZA Discussion Paper No. 16508
Embrace the Noise: It Is OK to Ignore Measurement Error in a Covariate, Sometimes
Hao Dong, Daniel L. Millimet
forthcoming in: Journal of the Royal Statistical Society, Series A
IZA Discussion Paper No. 16495
Structural Empirical Analysis of Vacancy Referrals with Imperfect Monitoring and the Strategic Use of Sickness Absence
Gerard J. van den Berg, Hanno Foerster, Arne Uhlendorff
IZA Discussion Paper No. 16426
Predicting Re-Employment: Machine Learning versus Assessments by Unemployed Workers and by Their Caseworkers
Gerard J. van den Berg, Max Kunaschk, Julia Lang, Gesine Stephan, Arne Uhlendorff
IZA Discussion Paper No. 16202
Fixed Effects and Causal Inference
Daniel L. Millimet, Marc Bellemare
IZA Discussion Paper No. 16127
The Worth of Cities in Germany
Katja Gehr, Michael P. Pflüger
IZA Discussion Paper No. 15980
Remote Work across Jobs, Companies, and Space
Stephen Hansen, Peter John Lambert, Nicholas Bloom, Steven J. Davis, Raffaella Sadun, Bledi Taska
IZA Discussion Paper No. 15937
The Transformation of Public Policy Analysis in Times of Crisis – A Microsimulation-Nowcasting Method Using Big Data
Cathal O'Donoghue, Denisa Maria Sologon
IZA Discussion Paper No. 15907
Synthetic Difference-in-Differences Estimation
Damian Clarke, Daniel Pailañir, Susan Athey, Guido W. Imbens
forthcoming in: Stata Journal, 2024
IZA Discussion Paper No. 15884
Overseas GPs and Prescription Behaviour in England
Catia Nicodemo, Cristina E. Orso, Cristina Tealdi
IZA Discussion Paper No. 15827
Measuring Poverty Dynamics with Synthetic Panels Based on Repeated Cross-Sections
Hai-Anh H Dang, Peter F. Lanjouw
published in: Oxford Bulletin of Economics and Statistics, 2023, 85 (3), 599-622.
IZA Discussion Paper No. 15757
Dynamic Relationships between Criminal Offending and Victimization
Christopher Erwin, Juliane Hennecke, Lisa Meehan, Gail Pacheco
IZA Discussion Paper No. 15702
Occupational Tasks and Wage Inequality in Germany: A Decomposition Analysis
Miriam Koomen, Uschi Backes-Gellner
published in: Labour Economics, 2022, 79, 102284
IZA Discussion Paper No. 15666
The Determinants of Crude Oil Prices: Evidence from ARDL and Nonlinear ARDL Approaches
Leila Ben Salem, Ridha Nouira, Khaled Jeguirim, Christophe Rault
published in: Resources Policy, 2022, 79, 103085
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. 15433
Unemployment and Health: A Meta-Analysis
Matteo Picchio, Michele Ubaldi
published in: Journal of Economic Surveys, 2024, 38 (4), 1437-1472
IZA Discussion Paper No. 15427
Identifying Program Benefits When Participation Is Misreported
Denni Tommasi, Lina Zhang
published online in: Journal of Applied Econometrics, 29 June 2024
IZA Discussion Paper No. 15315
Influence of Freedom of Choice on Happiness
Somayeh Koohborfardhaghighi, Christopher R. Summers, Almas Heshmati, Jörn Altmann
IZA Discussion Paper No. 15232
How Reliable Are Social Safety Nets? Value and Accessibility in Situations of Acute Economic Need
Herwig Immervoll, Raphaela Hyee, Rodrigo Fernandez, Jongmi Lee
IZA Discussion Paper No. 15157
Tracking When Ranking Matters
Fanny Landaud, Eric Maurin
IZA Discussion Paper No. 15102
Scarring Effects of the COVID-19 Pandemic on the Italian Labour Market
Davide Fiaschi, Cristina Tealdi
IZA Discussion Paper No. 14903
A Year of Pandemic: Levels, Changes and Validity of Well-Being Data from Twitter. Evidence from Ten Countries
Francesco Sarracino, Talita Greyling, Kelsey J. O'Connor, Chiara Peroni, Stephanié Rossouw
published in: PLos ONE, 2023, 18(2), e0275028.
IZA Discussion Paper No. 14888
A Survey of Hedge and Safe Havens Assets against G-7 Stock Markets before and during the COVID-19 Pandemic
Huseyin Ozdemir, Zeynel Abidin Ozdemir
IZA Discussion Paper No. 14822
Nonlinearities and Workers' Heterogeneity in Unemployment Dynamics
Stéphane Adjemian, Frédéric Karamé, François Langot
IZA Discussion Paper No. 14695
The Implications of Self-Reported Body Weight and Height for Measurement Error in BMI
Apostolos Davillas, Andrew M. Jones
revised version published in: Economics Letters, 2021, 209, 110101
IZA Discussion Paper No. 14479
Young People between Education and the Labour Market during the COVID-19 Pandemic in Italy
Davide Fiaschi, Cristina Tealdi
IZA Discussion Paper No. 14377
Using Machine Learning to Create an Early Warning System for Welfare Recipients
Dario Sansone, Anna Zhu
IZA Discussion Paper No. 14317
Structural Models for Policy-Making: Coping with Parametric Uncertainty
Philipp Eisenhauer, Janos Gabler, Lena Janys
IZA Discussion Paper No. 14254
A General Methodology to Measure Labour Market Dynamics
Davide Fiaschi, Cristina Tealdi
IZA Discussion Paper No. 14212
Cross-Country Connectedness in Inflation and Unemployment: Measurement and Macroeconomic Consequences
Binh Thai Pham, Hector Sala
published in: Empirical Economics, 2022, 62, 1123 - 1146
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. 14151
Mobile Internet Adoption in West Africa
Carlos Rodriguez Castelan, Rogelio Granguillhome Ochoa, Samantha Lach, Takaaki Masaki
published in: Technology in Society, 2022, 68, 101845
IZA Discussion Paper No. 13776
COVID-19 and the Future of US Fertility: What Can We Learn from Google?
Joshua Wilde, Wei Chen, Sophie Lohmann
IZA Discussion Paper No. 13757
Measuring Geographical Disparities in England at the Time of COVID-19: Results Using a Composite Indicator of Population Vulnerability
Catia Nicodemo, Samira Barzin, Daniel S. Lasserson, Francesco Moscone, Stuart Redding, Mujaheed Shaikh, Nicolò Cavalli
published in: BMJ open, 2020,10, e039749.
IZA Discussion Paper No. 13720
Who is Resilient in a Time of Crisis? The Importance of Financial and Non-Financial Resources
David W. Johnston, Claryn S. J. Kung, Michael A. Shields
published in: Health Economics, 2021, 30 (12), 3051 - 3073
IZA Discussion Paper No. 13640
Measuring the Impacts of COVID-19 on Job Postings in Australia Using a Reweighting-Estimation-Transformation Approach
Kailing Shen, Bledi Taska
published in: Australian Journal of Labour Economics, 2020, 23 (2), 153-171
IZA Discussion Paper No. 13639
Optimal Model Selection in RDD and Related Settings Using Placebo Zones
Nathan Kettlewell, Peter Siminski
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