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IZA Discussion Papers

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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IZA Discussion Papers

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188 IZA Discussion Papers

IZA Discussion Paper No. 18192

Do Anti-Immigration Attitudes Discourage Immigration? Evidence from a New Instrument

Etienne Bacher, Michel Beine, Hillel Rapoport

IZA Discussion Paper No. 18129

Errors in Survey and Administrative Data on Employment Earnings: Austria and the United Kingdom Compared

Christopher R. Bollinger, Stephen P. Jenkins, Fernando Rios-Avila, Iva V. Tasseva

IZA Discussion Paper No. 18129

Errors in Survey and Administrative Data on Employment Earnings: Austria and the United Kingdom Compared

Christopher R. Bollinger, Stephen P. Jenkins, Fernando Rios-Avila, Iva V. Tasseva

IZA Discussion Paper No. 17645

Comparing Human-Only, AI-Assisted, and AI-Led Teams on Assessing Research Reproducibility in Quantitative Social Science

Abel Brodeur, David Valenta, Alexandru Marcoci, Juan P. Aparicio, Derek Mikola, Bruno Barbarioli, Rohan Alexander, Lachlan Deer, Tom Stafford

IZA Discussion Paper No. 17518

Do More Tourists Promote Local Employment?

Libertad González, Tetyana Surovtseva

IZA Discussion Paper No. 17349

Race, Ethnicity, and Measurement Error

Bruce D. Meyer, Nikolas Mittag, Derek Wu

IZA Discussion Paper No. 17154

(Don't) Walk This Way: The Econometrics of Crosswalks

Daniel L. Millimet

IZA Discussion Paper No. 17073

Citizenship Question Effects on Household Survey Response

J. David Brown, Misty L. Heggeness

IZA Discussion Paper No. 16675

Dealing With Imperfect Randomization: Inference for the Highscope Perry Preschool Program

James J. Heckman, Rodrigo Pinto, Azeem M. Shaikh

published in: Journal of Econometrics, 2024, 243 (1-2), 105683

IZA Discussion Paper No. 16508

Embrace the Noise: It Is OK to Ignore Measurement Error in a Covariate, Sometimes

Hao Dong, Daniel L. Millimet

published in: Journal of the Royal Statistical Society, Series A, 2025, 188 (2), 608–627

IZA Discussion Paper No. 16508

Embrace the Noise: It Is OK to Ignore Measurement Error in a Covariate, Sometimes

Hao Dong, Daniel L. Millimet

published in: Journal of the Royal Statistical Society, Series A, 2025, 188 (2), 608–627

IZA Discussion Paper No. 16027

Accounting For Individual-Specific Reliability of Self-Assessed Measures of Economic Preferences and Personality Traits

Thomas Dohmen, Tomáš Jagelka

published in: Journal of Political Economy Microeconomics, 2024, 23, 399–462

IZA Discussion Paper No. 15943

Earnings Penalty of Educational Mismatch: A Comparison of Alternative Methods of Assessing Over-Education

Le Wen, Sholeh A. Maani

published in: New Zealand Economic Papers, 2022, 56 (2), 169–194.

IZA Discussion Paper No. 15941

On the Validity of Using Webpage Texts to Identify the Target Population of a Survey: An Application to Detect Online Platforms

Piet Daas, Wolter Hassink, Bart Klijs

published in: Journal of Official Statistics, 2024, 40 (1), 190-211

IZA Discussion Paper No. 15380

A Model of Errors in BMI Based on Self-Reported and Measured Anthropometrics with Evidence from Brazilian Data

Apostolos Davillas, Victor Hugo de Oliveira, Andrew M. Jones

revised version published in: Empirical Economics, 2024, 67, 2371–2410

IZA Discussion Paper No. 15298

Terrorism, Media Coverage and Education: Evidence from Al-Shabaab Attacks in Kenya

Marco Alfano, Joseph-Simon Goerlach

published in: Journal of the European Economic Association, 2023, 21 (2), 727–763

IZA Discussion Paper No. 15195

In-Group Favoritism and Peer Effects in Wrongful Acquittals: NBA Referees as Judges

Naci Mocan, Eric Osborne-Christenson

published in: Journal of Law and Economics, 2024, 67 (4), 731–766

IZA Discussion Paper No. 15195

In-Group Favoritism and Peer Effects in Wrongful Acquittals: NBA Referees as Judges

Naci Mocan, Eric Osborne-Christenson

published in: Journal of Law and Economics, 2024, 67 (4), 731–766

IZA Discussion Paper No. 15085

Is Inconsistent Reporting of Self-Assessed Health Persistent and Systematic? Evidence from the UKHLS

Apostolos Davillas, Victor Hugo de Oliveira, Andrew M. Jones

revised version published in: Economics & Human Biology, 2023, 49, 101219

IZA Discussion Paper No. 14995

What Leads to Measurement Errors? Evidence from Reports of Program Participation in Three Surveys

Pablo Celhay, Bruce D. Meyer, Nikolas Mittag

published in: Journal of Econometrics, 2024, 238 (2), 105581

IZA Discussion Paper No. 14970

Income and Terrorism: Insights from Subnational Data

Michael Jetter, Rafat Mahmood, David Stadelmann

published in: Journal of Conflict Resolution, 2024, 68 (2-3), 509 - 533

IZA Discussion Paper No. 14970

Income and Terrorism: Insights from Subnational Data

Michael Jetter, Rafat Mahmood, David Stadelmann

published in: Journal of Conflict Resolution, 2024, 68 (2-3), 509 - 533

IZA Discussion Paper No. 14970

Income and Terrorism: Insights from Subnational Data

Michael Jetter, Rafat Mahmood, David Stadelmann

published in: Journal of Conflict Resolution, 2024, 68 (2-3), 509 - 533

IZA Discussion Paper No. 14970

Income and Terrorism: Insights from Subnational Data

Michael Jetter, Rafat Mahmood, David Stadelmann

published in: Journal of Conflict Resolution, 2024, 68 (2-3), 509 - 533

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. 14614

Costly Mistakes: Why and When Spelling Errors in Resumes Jeopardise Interview Chances

Philippe Sterkens, Ralf Caers, Marijke De Couck, Michael Geamanu, Victor Van Driessche, Stijn Baert

published in: PLoS ONE, 2022, 18 (4), e0283280

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. 14217

Immigrants' Economic Performance and Selective Outmigration: Diverging Predictions from Survey and Administrative Data

Charles Bellemare, Natalia Kyui, Guy Lacroix

IZA Discussion Paper No. 14172

Measurement Error in Earnings Data: Replication of Meijer, Rohwedder, and Wansbeek's Mixture Model Approach to Combining Survey and Register Data

Stephen P. Jenkins, Fernando Rios-Avila

published in: Journal of Applied Econometrics, 2021, 36 (4), 474 - 483

IZA Discussion Paper No. 14116

COVID-19 Severity: A New Approach to Quantifying Global Cases and Deaths

Daniel L. Millimet, Christopher F. Parmeter

published in: Journal of the Royal Statistical Society, Series A, 2022, 185, 1178-1215

IZA Discussion Paper No. 14034

Terrorism and Voting Behavior: Evidence from the United States

Leonardo Baccini, Abel Brodeur, Sean Nossek, Eran Shor

published in: Research and Politics, 2021, 8 (1)

IZA Discussion Paper No. 13893

Propensity Score Weighting with Mismeasured Covariates: An Application to Two Financial Literacy Interventions

Hao Dong, Daniel L. Millimet

published in: Journal of Risk and Financial Management, 2020, 13, 290

IZA Discussion Paper No. 13834

Captivating News in Colombia

Juan P. Aparicio, Michael Jetter

published as 'Captivating news: Media attention and FARC kidnappings' in: Journal of Economic Behavior & Organization, 2022, 202, 69-81

IZA Discussion Paper No. 13593

Correcting for Misclassied Binary Regressors Using Instrumental Variables

Steven J. Haider, Melvin Stephens Jr.

published online in: Journal of Business & Economic Statistics, 21 Oct 2024

IZA Discussion Paper No. 13509

Reconciling Occupational Mobility in the Current Population Survey

Christian vom Lehn, Cache Ellsworth, Zachary Kroff

published in: Journal of Labor Economics, 2022, 40 (4), 1005 - 1051

IZA Discussion Paper No. 13430

Bounding Program Benefits When Participation Is Misreported

Denni Tommasi, Lina Zhang

published in: Journal of Econometrics 2024, 238, (1), 105556

IZA Discussion Paper No. 13303

Are Economists' Preferences Psychologists' Personality Traits? A Structural Approach

Tomáš Jagelka

published in: Journal of Political Economy, 2024, 132 (3), 910–970

IZA Discussion Paper No. 13303

Are Economists' Preferences Psychologists' Personality Traits? A Structural Approach

Tomáš Jagelka

published in: Journal of Political Economy, 2024, 132 (3), 910–970

IZA Discussion Paper No. 13272

Was the Mid-2000s Drop in the British Job Change Rate Genuine or a Survey Design Effect?

Stephen P. Jenkins

published in: Economics Letters, 2020, 194, 109383

IZA Discussion Paper No. 13196

Modelling Errors in Survey and Administrative Data on Employment Earnings: Sensitivity to the Fraction Assumed to Have Error-Free Earnings

Stephen P. Jenkins, Fernando Rios-Avila

published in: Economics Letters, 2020, 192, 109253

IZA Discussion Paper No. 13196

Modelling Errors in Survey and Administrative Data on Employment Earnings: Sensitivity to the Fraction Assumed to Have Error-Free Earnings

Stephen P. Jenkins, Fernando Rios-Avila

published in: Economics Letters, 2020, 192, 109253

IZA Discussion Paper No. 13168

Misclassification-Errors-Adjusted Sahm Rule for Early Identification of Economic Recession

Shuaizhang Feng, Jiandong Sun

published in: Journal of Asian Economics, 2021, 75, 101319

IZA Discussion Paper No. 13090

Terrorism, Political Opinions, and Election Outcomes: Evidence from Europe

Giovanni Peri, Daniel I. Rees, Brock Smith

IZA Discussion Paper No. 13090

Terrorism, Political Opinions, and Election Outcomes: Evidence from Europe

Giovanni Peri, Daniel I. Rees, Brock Smith

IZA Discussion Paper No. 13020

Bounding the Joint Distribution of Disability and Employment with Contaminated Data

Ding Liu, Daniel L. Millimet

published as 'Bounding the Joint Distribution of Disability and Employment with Misclassification' in: Health Economics, 2021, 30, 1628-1647

IZA Discussion Paper No. 12955

The Relationship between Female Labor Force Participation and Violent Conflicts in South Asia

Raymond Robertson, Gladys Lopez-Acevedo, Matias Morales

published in: Contemporary South Asia, 2023, 31 (3), 371 - 389

IZA Discussion Paper No. 12925

Intelligence, Errors and Strategic Choices in the Repeated Prisoners' Dilemma

Eugenio Proto, Aldo Rustichini, Andis Sofianos

published as 'Intelligence, Errors, and Cooperation in Repeated Interactions' in: Review of Economic Studies, 2022, 89 (5), 2723 - 2767

IZA Discussion Paper No. 12845

The Romano-Wolf Multiple Hypothesis Correction in Stata

Damian Clarke, Joseph P. Romano, Michael Wolf

published in: Stata Journal, 2020, 13 (4), 812-843

IZA Discussion Paper No. 12635

Terrorism, Immigration and Asylum Approval

Abel Brodeur, Taylor Wright

published in: Journal of Economic Behavior & Organization, 2019, 168, 119-131

IZA Discussion Paper No. 12576

Accounting for Skewed or One-Sided Measurement Error in the Dependent Variable

Daniel L. Millimet, Christopher F. Parmeter

published in: Political Analysis, 2022, 30, 66-88

IZA Discussion Paper No. 12575

Missing Data in Imputed Highest Grade Completed in the 2015 -2018 NBER CPS Extracts

Joni Hersch, Fernando Mendoza Lopez, Jennifer Bennett Shinall

IZA Discussion Paper No. 12505

Measuring Economic Mobility in India Using Noisy Data: A Partial Identification Approach

Hao Li, Daniel L. Millimet, Punarjit Roychowdhury

published in: Journal of the Royal Statistical Society, Series A, 2023, 186 (1), 84-109

IZA Discussion Paper No. 12366

A Correction for Regression Discontinuity Designs with Group-Specific Mismeasurement of the Running Variable

Otávio Bartalotti, Quentin Brummet, Steven G. Dieterle

IZA Discussion Paper No. 12366

A Correction for Regression Discontinuity Designs with Group-Specific Mismeasurement of the Running Variable

Otávio Bartalotti, Quentin Brummet, Steven G. Dieterle

IZA Discussion Paper No. 12352

Jihadi Attacks, Media and Local Hate Crime

Ria Ivandic, Tom Kirchmaier, Stephen Machin

published as 'International Terror Attacks and Local Out-Group Hate Crimes' in: Journal of Law and Economics, 2024, 67 (3), 589–610

IZA Discussion Paper No. 12318

Military Intervention via Drone Strikes

Rafat Mahmood, Michael Jetter

published in: Economic Journal, 2023, 133 (650), 787-811

IZA Discussion Paper No. 12318

Military Intervention via Drone Strikes

Rafat Mahmood, Michael Jetter

published in: Economic Journal, 2023, 133 (650), 787-811

IZA Discussion Paper No. 12266

Combining Administrative and Survey Data to Improve Income Measurement

Bruce D. Meyer, Nikolas Mittag

published in: A. Y. Chun, M. Larson, J. Reiter and G. Durrant (eds.), Administrative Records for Survey Methodology, Wiley, 2021, 297 - 322

IZA Discussion Paper No. 12151

An Empirical Total Survey Error Decomposition Using Data Combination

Bruce D. Meyer, Nikolas Mittag

published in: Journal of Econometrics, 2021, 224 (2), 286-305

IZA Discussion Paper No. 12151

An Empirical Total Survey Error Decomposition Using Data Combination

Bruce D. Meyer, Nikolas Mittag

published in: Journal of Econometrics, 2021, 224 (2), 286-305

IZA Discussion Paper No. 12085

Partial Identification of Economic Mobility: With an Application to the United States

Daniel L. Millimet, Hao Li, Punarjit Roychowdhury

published in: Journal of Business & Economic Statistics, 2020, 38, 732-753

IZA Discussion Paper No. 12038

Misreporting of Government Transfers: How Important Are Survey Design and Geography?

Bruce D. Meyer, Nikolas Mittag

published in: Southern Economic Journal, 2019, 86 (1), 230-253

IZA Discussion Paper No. 11798

A Method to Estimate Mean Lying Rates and Their Full Distribution

Ellen Garbarino, Robert Slonim, Marie Claire Villeval

revised version published in: Journal of the Economic Science Association, 2018, 4 (2), 136-150.

IZA Discussion Paper No. 11776

Errors in Survey Reporting and Imputation and Their Effects on Estimates of Food Stamp Program Participation

Bruce D. Meyer, Nikolas Mittag, Robert M. Goerge

published in: Journal of Human Resources, 2022, 57 (5), 1605-1644.

IZA Discussion Paper No. 11776

Errors in Survey Reporting and Imputation and Their Effects on Estimates of Food Stamp Program Participation

Bruce D. Meyer, Nikolas Mittag, Robert M. Goerge

published in: Journal of Human Resources, 2022, 57 (5), 1605-1644.

IZA Discussion Paper No. 11710

Trouble in the Tails? What We Know about Earnings Nonresponse Thirty Years after Lillard, Smith, and Welch

Christopher R. Bollinger, Barry Hirsch, Charles M. Hokayem, James P. Ziliak

published in: Journal of Political Economy, 2019, 127 (5), 2143-2185

IZA Discussion Paper No. 11612

Refugee Admissions and Public Safety: Are Refugee Settlement Areas More Prone to Crime?

Catalina Amuedo-Dorantes, Cynthia Bansak, Susan Pozo

published in: International Migration Review, 2021, 55 (1), 135-165.

IZA Discussion Paper No. 11597

Everybody's a Victim? Global Terror, Well-Being and Political Attitudes

Alpaslan Akay, Olivier B. Bargain, Ahmed Elsayed

published as 'Global terror, well-being and political attitudes' in: European Economic Review, 2020, 123, Article 103394

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. 11560

Regression Discontinuity and Heteroskedasticity Robust Standard Errors: Evidence from a Fixed-Bandwidth Approximation

Otávio Bartalotti

published in: Journal of Econometric Methods, 2019, 8 (1), 20160007.

IZA Discussion Paper No. 11412

Estimating the Associations between SNAP and Food Insecurity, Obesity, and Food Purchases with Imperfect Administrative Measures of Participation

Charles Courtemanche, Augustine Denteh, Rusty Tchernis

published in: Southern Economic Journal, 2019, 86 (1), 202 228

IZA Discussion Paper No. 11374

Are Apprenticeships Business Cycle Proof?

Samuel Lüthi, Stefan C. Wolter

published in: Swiss Journal of Economics and Statistics, 2020, 156, Article number: 3 (2020)

IZA Discussion Paper No. 11273

How Does Terrorism Affect Individuals' Wellbeing?

Alex Bryson, George MacKerron

IZA Discussion Paper No. 11052

Comparing Retrospective and Panel Data Collection Methods to Assess Labor Market Dynamics

Ragui Assaad, Caroline Krafft, Shaimaa Yassin

published in: Journal of Youth Studies, 2020, 24 (2),186-212

IZA Discussion Paper No. 10943

Using Linked Survey and Administrative Data to Better Measure Income: Implications for Poverty, Program Effectiveness and Holes in the Safety Net

Bruce D. Meyer, Nikolas Mittag

published in: American Economic Journal: Applied Economics, 2019, 11 (2), 176-204

IZA Discussion Paper No. 10892

Towards an East German Wage Curve: NUTS Boundaries, Labour Market Regions and Unemployment Spillovers

Reinhold Kosfeld, Christian Dreger

published in: Regional Science and Urban Economics, 2019, 76, 115 - 124

IZA Discussion Paper No. 10859

An Injury to One Is an Injury to All: Terrorism's Spillover Effects on Bilateral Trade

Cong S. Pham, Chris Doucouliagos

IZA Discussion Paper No. 10801

Regression Discontinuity Design with Continuous Measurement Error in the Running Variable

Laurent Davezies, Thomas Le Barbanchon

published in: Journal of Econometrics, 2017, 200 (2), 260 - 281

IZA Discussion Paper No. 10708

Terrorism and the Media: The Effect of US Television Coverage on Al-Qaeda Attacks

Michael Jetter

published as 'The inadvertent consequences of al-Qaeda news coverage' in: European Economic Review, 2019, 119, 391-410

IZA Discussion Paper No. 10700

The Reliability of Students' Earnings Expectations

Luis Diaz-Serrano, William Nilsson

published in: Labor Economics, 2022, 76, 202182

IZA Discussion Paper No. 10611

Estimating the Relationship between Skill and Overconfidence

Jan Feld, Jan Sauermann, Andries de Grip

published in: Journal of Behavioral and Experimental Economics, 2017, 68, 18-24

IZA Discussion Paper No. 10611

Estimating the Relationship between Skill and Overconfidence

Jan Feld, Jan Sauermann, Andries de Grip

published in: Journal of Behavioral and Experimental Economics, 2017, 68, 18-24

IZA Discussion Paper No. 10605

The Labor Market Effects of a Refugee Wave: Synthetic Control Method Meets the Mariel Boatlift

Giovanni Peri, Vasil Yasenov

published online n: Jorunal of Human Resources, 30 Janurary 2018

IZA Discussion Paper No. 10404

Labor Supply Elasticities: Overcoming Nonclassical Measurement Error Using More Accurate Hours Data

Garry F. Barrett, Daniel S. Hamermesh

published in: Journal of Human Resources, 2019, 54 (1), 255 - 265

IZA Discussion Paper No. 10320

The Devil is in the Tails: Regression Discontinuity Design with Measurement Error in the Assignment Variable

Zhuan Pei, Yi Shen

published in: Regression Discontinuity Designs (Advances in Econometrics, 38), Emerald Publishing Limited, Bingley, 2017, 455-502

IZA Discussion Paper No. 10266

Correcting for Misreporting of Government Benefits

Nikolas Mittag

published in: American Economic Journal: Economic Policy, 2019, 11(2), 142-164

IZA Discussion Paper No. 10266

Correcting for Misreporting of Government Benefits

Nikolas Mittag

published in: American Economic Journal: Economic Policy, 2019, 11(2), 142-164

IZA Discussion Paper No. 10168

The Impact of Fundamentalist Terrorism on School Enrolment: Evidence from North-Western Pakistan, 2004-09

Sarah Khan, Andrew Seltzer

IZA Discussion Paper No. 9996

Peace, Terrorism, or Civil Conflict? Understanding the Decision of an Opposition Group

Michael Jetter

IZA Discussion Paper No. 9990

Inference in Regression Discontinuity Designs with a Discrete Running Variable

Michal Kolesár, Christoph Rothe

published in: American Economic Review, 2018, 108 (8), 2277 - 2304

IZA Discussion Paper No. 9882

Individual Well-Being and the Allocation of Time Before and After the Boston Marathon Terrorist Bombing

Andrew E. Clark, Elena G. F. Stancanelli

heavily revised version, with Orla Doyle, published in: Economic Journal, 2020, 130 (631), 2065–2104

IZA Discussion Paper No. 9526

Terrorism and Employment: Evidence from Successful and Failed Terror Attacks

Abel Brodeur

published as 'The Effect of Terrorism on Employment and Consumer Sentiment: Evidence from Successful and Failed Terror Attacks' in: American Economic Journal: Applied Economics, 2018, 10 (4), 246-82

IZA Discussion Paper No. 9448

Understanding Peer Effects: On the Nature, Estimation and Channels of Peer Effects

Jan Feld, Ulf Zölitz

published in: Journal of Labor Economics, 2017, 35(2) 387-428

IZA Discussion Paper No. 9265

Nonparametric Kernel Estimation of the Impact of Tax Policy on the Demand for Private Health Insurance in Australia

Xiaodong Gong, Jiti Gao

published in: Australia & New Zealand Journal of Statistics, 2018, 60 (3), 374- 393

IZA Discussion Paper No. 9160

Guns and Butter? Fighting Violence with the Promise of Development

Gaurav Khanna, Laura V Zimmermann

IZA Discussion Paper No. 9141

Health Disparities Across Education: The Role of Differential Reporting Error

John Cawley, Anna Choi

published in: Health Economics, 2018, 27 (3), e1-e29.

IZA Discussion Paper No. 9122

The Information Value of Central School Exams

Guido Schwerdt, Ludger Woessmann

published in: Economics of Education Review, 2017, 56, 65-79

IZA Discussion Paper No. 9009

Overconfident People Are More Exposed to "Black Swan" Events: A Case Study of Avalanche Risk

Nicolao Bonini, Stefania Pighin, Enrico Rettore, Lucia Savadori, Federico Schena, Sara Tonini, Paolo Tosi

published in: Empirical Economics, 2019, 57 (4), 1443 - 1467

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