Marco Paccagnella
Current Organizations / Institutes
The organizations/institutes from the scholar's latest article
Previous Organizations / Institutes
The organizations / institutes from the scholar's other articles in the past ten years
Research Subjects
Marco Paccagnella has a total of 16 co-authors. Here are the top co-authors by number of shared publications:
- Geraint Johnes
Lancaster University
2 shared publications - Tommaso Agasisti
Politecnico di Milano School of Management
2 shared publications - Andrea Roberto Lamorgese
Bank of Italy
1 shared publication - Antonio Filippin
DEMM, University of Milan, Milano, Italy
1 shared publication - Elisabetta Olivieri
Bank of Italy, Rome, Italy
1 shared publication Francesca Borgonovi
1 shared publication
Latest Publications
- Top Cited Papers
- 1 June 2021
- Published by Elsevier in Computers & Education
- Vol. 166
Leveraging process data to assess adults’ problem-solving skills: Using sequence mining to identify behavioral patterns across digital tasks
- 1 June 2021
- Published by Elsevier in Computers & Education
- Vol. 166
Top Cited PapersLeveraging process data to assess adults’ problem-solving skills: Using sequence mining to identify behavioral patterns across digital tasks
- 8 March 2021
- Published by Open Library of the Humanities in Revue internationale du Travail
- Vol. 160 (1) , 91-120
Tâches, professions et salaires dans les pays de l'OCDE
Résumé: Les auteurs examinent la relation entre les gains, le capital humain et les tâches. Ils reprennent le modèle théorique d'Autor et Handel (2013), tout en élargissant l'analyse empirique à 21 pays, grâce aux données de l'enquête de l'OCDE sur les compétences des adultes (PIAAC). Celles‐ci permettent en outre de caractériser plus précisément le capital humain des travailleurs, en fournissant une mesure directe des compétences cognitives. L'analyse empirique confirme l'influence du contenu en tâches de l'emploi sur les écarts de salaire, à la fois entre les catégories professionnelles et en leur sein. Les prédictions du modèle se vérifient dans la grande majorité des pays.
- 8 March 2021
- Published by Open Library of the Humanities in Revue internationale du Travail
- Vol. 160 (1) , 91-120
Tâches, professions et salaires dans les pays de l'OCDE
Résumé: Les auteurs examinent la relation entre les gains, le capital humain et les tâches. Ils reprennent le modèle théorique d'Autor et Handel (2013), tout en élargissant l'analyse empirique à 21 pays, grâce aux données de l'enquête de l'OCDE sur les compétences des adultes (PIAAC). Celles‐ci permettent en outre de caractériser plus précisément le capital humain des travailleurs, en fournissant une mesure directe des compétences cognitives. L'analyse empirique confirme l'influence du contenu en tâches de l'emploi sur les écarts de salaire, à la fois entre les catégories professionnelles et en leur sein. Les prédictions du modèle se vérifient dans la grande majorité des pays.
- 8 May 2020
- Published by Open Library of the Humanities in International Labour Review
- Vol. 160 (1) , 85-112
Tasks, occupations and wages in OECD countries
This article investigates the links between earnings, human capital and job tasks, using internationally comparable information from the OECD Survey of Adult Skills. The authors use the theoretical framework developed by Autor and Handel (2013) and extend their empirical results to 21 OECD countries. The data allow for a richer characterization of workers' human capital by including both educational attainment and a measure of cognitive skills. Their findings confirm the predictive power of job tasks in explaining wage differences, both between and within occupations, and provide empirical support for the model's prediction in the vast majority of countries.
- 8 May 2020
- Published by Open Library of the Humanities in International Labour Review
- Vol. 160 (1) , 85-112
Tasks, occupations and wages in OECD countries
This article investigates the links between earnings, human capital and job tasks, using internationally comparable information from the OECD Survey of Adult Skills. The authors use the theoretical framework developed by Autor and Handel (2013) and extend their empirical results to 21 OECD countries. The data allow for a richer characterization of workers' human capital by including both educational attainment and a measure of cognitive skills. Their findings confirm the predictive power of job tasks in explaining wage differences, both between and within occupations, and provide empirical support for the model's prediction in the vast majority of countries.
- 1 January 2020
- Published by Elsevier in Labour Economics
- Vol. 62
Bullied because younger than my mates? The effect of age rank on victimisation at school
- 1 January 2020
- Published by Elsevier in Labour Economics
- Vol. 62
Bullied because younger than my mates? The effect of age rank on victimisation at school
- Open Access
- 6 August 2019
- Published by Leibniz Institute for Psychology (ZPID) in Measurement Instruments for the Social Sciences
- Vol. 1 (1) , 1-10
A meeting report: cross-cultural comparability of questionnaire measures in large-scale international surveys
The value of cross-country comparisons is at the heart of large-scale international surveys. Yet the validity of such comparisons is often challenged, particularly in the case of latent traits whose estimates are based on self-reported answers to a small number of questionnaire items. Many believe self-reports to be unreliable and not comparable, and indeed, formal statistical procedures very often reject the assumption that the questions are understood and answered in the same way in different countries (measurement invariance). A methodological conference on the comparability of questionnaire scales was hosted by the OECD on 8 and 9 November 2018. This meeting report summarises the discussions held at the conference about measurement invariance testing and instrument design. The report first provides a brief introduction to the measurement models and the accompanying invariance analyses typically used in the industry of large-scale international surveys and points to the main limitations of these current standard approaches. It then presents classical and novel ways to deal with imperfect comparability of measurements when scaling and reporting on continuous traits and on categorical latent variables. It finally discusses the extent to which item design can improve the cross-country comparability of the measured constructs (e.g. by adopting innovative item formats such as anchoring vignettes and situational judgement test items). It concludes with some general considerations for survey design and reporting on invariance analyses and survey results.
- 6 August 2019
- Published by Leibniz Institute for Psychology (ZPID) in Measurement Instruments for the Social Sciences
- Vol. 1 (1) , 1-10
Open AccessA meeting report: cross-cultural comparability of questionnaire measures in large-scale international surveys
The value of cross-country comparisons is at the heart of large-scale international surveys. Yet the validity of such comparisons is often challenged, particularly in the case of latent traits whose estimates are based on self-reported answers to a small number of questionnaire items. Many believe self-reports to be unreliable and not comparable, and indeed, formal statistical procedures very often reject the assumption that the questions are understood and answered in the same way in different countries (measurement invariance). A methodological conference on the comparability of questionnaire scales was hosted by the OECD on 8 and 9 November 2018. This meeting report summarises the discussions held at the conference about measurement invariance testing and instrument design. The report first provides a brief introduction to the measurement models and the accompanying invariance analyses typically used in the industry of large-scale international surveys and points to the main limitations of these current standard approaches. It then presents classical and novel ways to deal with imperfect comparability of measurements when scaling and reporting on continuous traits and on categorical latent variables. It finally discusses the extent to which item design can improve the cross-country comparability of the measured constructs (e.g. by adopting innovative item formats such as anchoring vignettes and situational judgement test items). It concludes with some general considerations for survey design and reporting on invariance analyses and survey results.
- 20 June 2019
- Published by Springer Nature in Italian Economic Journal
- Vol. 5 (2) , 251-279
The Wage Premium in Italian Cities
- 20 June 2019
- Published by Springer Nature in Italian Economic Journal
- Vol. 5 (2) , 251-279
The Wage Premium in Italian Cities
- 29 January 2015
- Published by Emerald Publishing
- p. 277-298
Gender Complementarities in the Labor MarketWe would like to thank Kostas Tatsiramos, Solomon Polachek and two anonymous referees for their constructive comments. We are also indebted to Massimo Anelli, Magda Bianco, Benjamin Elsner, Francesca Lotti, Anna Laura Mancini, Elisabetta Olivieri, Daniele Paserman, Emiliano Rustichelli, Ugo Troiano, Roberta Zizza, and seminar participants at the Bank of Italy, Bocconi University, the XXVIII Annual Congress of the European Economic Association and the IZA Workshop on Gender Convergence. Davide Crapis provided able research assistance. Part of this project was completed while Giacomo De Giorgi and Marco Paccagnella were visiting UC Berkeley, which they wish to thank for the hospitality. Giacomo De Giorgi is also Research Professor (on leave) at ICREA/MOVE, Barcelona GSE and UAB. The views expressed in this paper are solely those of the authors and do not necessarily reflect those of the OECD or the Bank of Italy.
In this paper we provide estimates of the short-run elasticity of substitution between male and female workers, using data from Italian provinces for the period 1993–2006. Our identification strategy relies on a natural experiment. In 2000, the Italian Parliament passed a law to abolish compulsory military service. The reform was implemented through a gradual reduction in the number of draftees; compulsory drafting was eventually terminated in 2004. We use data on the (planned) maximum number of draftees at the national level (as stated in the annual budgetary law), interacted with sex-ratios at births at the provincial level, as instruments for (relative) female labor supply. Our results suggest that young males and females (who are those mainly affected by the reform) are imperfect substitutes, with an implied elasticity of substitution ranging between 1.0 and 1.4. Our results have important implications for the evaluation of policies aimed at increasing female labor market participation.
- 29 January 2015
- Published by Emerald Publishing
- p. 277-298
Gender Complementarities in the Labor MarketWe would like to thank Kostas Tatsiramos, Solomon Polachek and two anonymous referees for their constructive comments. We are also indebted to Massimo Anelli, Magda Bianco, Benjamin Elsner, Francesca Lotti, Anna Laura Mancini, Elisabetta Olivieri, Daniele Paserman, Emiliano Rustichelli, Ugo Troiano, Roberta Zizza, and seminar participants at the Bank of Italy, Bocconi University, the XXVIII Annual Congress of the European Economic Association and the IZA Workshop on Gender Convergence. Davide Crapis provided able research assistance. Part of this project was completed while Giacomo De Giorgi and Marco Paccagnella were visiting UC Berkeley, which they wish to thank for the hospitality. Giacomo De Giorgi is also Research Professor (on leave) at ICREA/MOVE, Barcelona GSE and UAB. The views expressed in this paper are solely those of the authors and do not necessarily reflect those of the OECD or the Bank of Italy.
In this paper we provide estimates of the short-run elasticity of substitution between male and female workers, using data from Italian provinces for the period 1993–2006. Our identification strategy relies on a natural experiment. In 2000, the Italian Parliament passed a law to abolish compulsory military service. The reform was implemented through a gradual reduction in the number of draftees; compulsory drafting was eventually terminated in 2004. We use data on the (planned) maximum number of draftees at the national level (as stated in the annual budgetary law), interacted with sex-ratios at births at the provincial level, as instruments for (relative) female labor supply. Our results suggest that young males and females (who are those mainly affected by the reform) are imperfect substitutes, with an implied elasticity of substitution ranging between 1.0 and 1.4. Our results have important implications for the evaluation of policies aimed at increasing female labor market participation.
- 1 August 2014
- Published by Elsevier in Economics of Education Review
- Vol. 41, 71-88
Evaluating students’ evaluations of professors
- 1 August 2014
- Published by Elsevier in Economics of Education Review
- Vol. 41, 71-88
Evaluating students’ evaluations of professors
- 4 April 2014
- Published by Taylor & Francis in Education Economics
- Vol. 22 (4) , 367-388
School cheating and social capital
- 4 April 2014
- Published by Taylor & Francis in Education Economics
- Vol. 22 (4) , 367-388
School cheating and social capital
- 1 October 2012
- Published by Elsevier in Economics of Education Review
- Vol. 31 (5) , 824-834
Family background, self-confidence and economic outcomes
- 1 October 2012
- Published by Elsevier in Economics of Education Review
- Vol. 31 (5) , 824-834
Family background, self-confidence and economic outcomes