IDEAS home Printed from https://ideas.repec.org/p/iza/izadps/dp11211.html
   My bibliography  Save this paper

The Effect of Multigrade Classes on Cognitive and Non-Cognitive Skills: Causal Evidence Exploiting Minimum Class Size Rules in Italy

Author

Listed:
  • Checchi, Daniele

    (University of Milan)

  • De Paola, Maria

    (University of Calabria)

Abstract

We analyse how schooling in multigrade classes affect the formation of student cognitive and non-cognitive skills. Our identification strategy is based on some institutional features of the Italian educational system establishing a minimum number of students per class. Classes that do not reach the minimum number of pupils are organized in multigrade classes. In addition, the Italian law also establishes a maximum number of students for multigrade classes, leaving a narrow range in the number of students per class which is very similar to small class size in single grade classes when the number of students enrolled in the grade is just above the minimum number of students per class. Using census data on 5th grade Italian students, we find that pupils in multigrade classrooms obtain worse test scores both in literacy and numeracy standardized tests compared to comparable pupils in single grade classroom. While the effect is small and not always statistically significant for the literacy score, we find a large and highly statistically significant effect on the numeracy score. No effect is found on grades assigned by teachers. We also find that pupils placed in multigrade classes tend to have a more external centred locus of control. Our results are robust to different specifications including controls for class size and a number of student and school characteristics.

Suggested Citation

  • Checchi, Daniele & De Paola, Maria, 2017. "The Effect of Multigrade Classes on Cognitive and Non-Cognitive Skills: Causal Evidence Exploiting Minimum Class Size Rules in Italy," IZA Discussion Papers 11211, Institute of Labor Economics (IZA).
  • Handle: RePEc:iza:izadps:dp11211
    as

    Download full text from publisher

    File URL: https://docs.iza.org/dp11211.pdf
    Download Restriction: no
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. Barón, Juan D. & Cobb-Clark, Deborah A., 2010. "Are Young People's Educational Outcomes Linked to their Sense of Control?," IZA Discussion Papers 4907, Institute of Labor Economics (IZA).
    2. Marco Caliendo & Deborah A. Cobb-Clark & Arne Uhlendorff, 2015. "Locus of Control and Job Search Strategies," The Review of Economics and Statistics, MIT Press, vol. 97(1), pages 88-103, March.
    3. Margo Coleman & Thomas DeLeire, 2003. "An Economic Model of Locus of Control and the Human Capital Investment Decision," Journal of Human Resources, University of Wisconsin Press, vol. 38(3).
    4. repec:mpr:mprres:7710 is not listed on IDEAS
    5. Groves, Melissa Osborne, 2005. "How important is your personality? Labor market returns to personality for women in the US and UK," Journal of Economic Psychology, Elsevier, vol. 26(6), pages 827-841, December.
    6. Bertoni, Marco & Brunello, Giorgio & Rocco, Lorenzo, 2013. "When the cat is near, the mice won't play: The effect of external examiners in Italian schools," Journal of Public Economics, Elsevier, vol. 104(C), pages 65-77.
    7. Aidan G. Mulkeen & Cathal Higgins, 2009. "Multigrade Teaching in Sub-Saharan Africa : Lessons from Uganda, Senegal, and The Gambia," World Bank Publications - Books, The World Bank Group, number 5952.
    8. Dardanoni Valentino & Modica Salvatore & Pennsi Aline, 2009. "Grading Across Schools," The B.E. Journal of Economic Analysis & Policy, De Gruyter, vol. 9(1), pages 1-16, April.
    9. James J. Heckman, 2011. "Integrating Personality Psychology into Economics," NBER Working Papers 17378, National Bureau of Economic Research, Inc.
    10. Thomas, Jaime L., 2012. "Combination classes and educational achievement," Economics of Education Review, Elsevier, vol. 31(6), pages 1058-1066.
    11. Ngina Chiteji, 2010. "Time Preference, Noncognitive Skills and Well Being across the Life Course: Do Noncognitive Skills Encourage Healthy Behavior?," American Economic Review, American Economic Association, vol. 100(2), pages 200-204, May.
    12. Almlund, Mathilde & Duckworth, Angela Lee & Heckman, James & Kautz, Tim, 2011. "Personality Psychology and Economics," Handbook of the Economics of Education, in: Erik Hanushek & Stephen Machin & Ludger Woessmann (ed.), Handbook of the Economics of Education, edition 1, volume 4, chapter 0, pages 1-181, Elsevier.
    13. Gerhardts, Ilka & Sunde, Uwe & Zierow, Larissa, 2016. "Denominational Schools and Returns to Education - Gender Socialization in Multigrade Classrooms?," VfS Annual Conference 2016 (Augsburg): Demographic Change 145762, Verein für Socialpolitik / German Economic Association.
    14. Marco Paccagnella & Paolo Sestito, 2014. "School cheating and social capital," Education Economics, Taylor & Francis Journals, vol. 22(4), pages 367-388, August.
    15. Jaime L. Thomas, "undated". "Combination Classes and Educational Achievement (Journal Article)," Mathematica Policy Research Reports 81ee5b2de48b4e1eaee6c948a, Mathematica Policy Research.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Daniel Borbely & Markus Gehrsitz & Stuart McIntyre & Gennaro Rossi & Graeme Roy, 2023. "Early Years Multi‐grade Classes and Pupil Attainment," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 85(6), pages 1295-1319, December.
    2. Gian Paolo Barbetta & Giuseppe Sorrenti & Gilberto Turati, 2021. "Multigrading and Child Achievement," Journal of Human Resources, University of Wisconsin Press, vol. 56(3), pages 940-968.
    3. Bovini, Giulia & Cattadori, Niccolò & De Philippis, Marta & Sestito, Paolo, 2023. "The Short and Medium Term Effects of Full-Day Schooling on Learning and Maternal Labor Supply," IZA Discussion Papers 16378, Institute of Labor Economics (IZA).
    4. Torsten Figueiredo Walter, 2020. "Misallocation in the Public Sector? Cross-Country Evidence from Two Million Primary Schools," STICERD - Economic Organisation and Public Policy Discussion Papers Series 70, Suntory and Toyota International Centres for Economics and Related Disciplines, LSE.
    5. Gian Paolo Barbetta & Patrick Chuard-Keller & Giuseppe Sorrenti & Gilberto Turati, 2022. "Good or Bad? Short- versus Long-Term Effects of Multigrading on Child Achievement," Tinbergen Institute Discussion Papers 22-025/V, Tinbergen Institute.
    6. Barbetta, Gian Paolo & Chuard-Keller, Patrick & Sorrenti, Giuseppe & Turati, Gilberto, 2023. "Good or bad? Understanding the effects over time of multigrading on child achievement," Economics of Education Review, Elsevier, vol. 96(C).

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Checchi, Daniele & De Paola, Maria, 2018. "The effect of multigrade classes on cognitive and non- cognitive skills. Causal evidence exploiting minimum class size rules in Italy✰," Economics of Education Review, Elsevier, vol. 67(C), pages 235-253.
    2. Deborah A. Cobb‐Clark & Stefanie Schurer, 2013. "Two Economists' Musings on the Stability of Locus of Control," Economic Journal, Royal Economic Society, vol. 0, pages 358-400, August.
    3. Cobb-Clark, Deborah & Schurer, Stefanie, 2011. "Two economists’ musings on the stability of locus of control," Working Paper Series 1619, Victoria University of Wellington, School of Economics and Finance.
    4. Pinger, Pia & Schäfer, Sebastian & Schumacher, Heiner, 2018. "Locus of control and consistent investment choices," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 75(C), pages 66-75.
    5. Szabó-Morvai Ágnes & Hubert János Kiss, 2020. "Locus of control and Human Capital Investment Decisions: The Role of Effort, Parental Preferences and Financial Constraints," CERS-IE WORKING PAPERS 2055, Institute of Economics, Centre for Economic and Regional Studies.
    6. Mendolia, Silvia & Walker, Ian, 2014. "The effect of personality traits on subject choice and performance in high school: Evidence from an English cohort," Economics of Education Review, Elsevier, vol. 43(C), pages 47-65.
    7. Deborah Cobb-Clark, 2015. "Locus of control and the labor market," IZA Journal of Labor Economics, Springer;Forschungsinstitut zur Zukunft der Arbeit GmbH (IZA), vol. 4(1), pages 1-19, December.
    8. Caliendo, Marco & Cobb-Clark, Deborah A. & Silva-Goncalves, Juliana & Uhlendorff, Arne, 2024. "Locus of control and the preference for agency," European Economic Review, Elsevier, vol. 165(C).
    9. Schnitzlein, Daniel D. & Stephani, Jens, 2016. "Locus of Control and low-wage mobility," Journal of Economic Psychology, Elsevier, vol. 53(C), pages 164-177.
    10. Pinger, Pia & Schäfer, Sebastian & Schumacher, Heiner, 2018. "Locus of control and consistent investment choices," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 75(C), pages 66-75.
    11. Heywood, John S. & Jirjahn, Uwe & Struewing, Cornelia, 2017. "Locus of control and performance appraisal," Journal of Economic Behavior & Organization, Elsevier, vol. 142(C), pages 205-225.
    12. Cobb-Clark, Deborah A. & Kassenboehmer, Sonja C. & Schurer, Stefanie, 2014. "Healthy habits: The connection between diet, exercise, and locus of control," Journal of Economic Behavior & Organization, Elsevier, vol. 98(C), pages 1-28.
    13. Abay, Kibrom A. & Blalock, Garrick & Berhane, Guush, 2017. "Locus of control and technology adoption in developing country agriculture: Evidence from Ethiopia," Journal of Economic Behavior & Organization, Elsevier, vol. 143(C), pages 98-115.
    14. Kesavayuth, Dusanee & Ko, Kaung Myat & Zikos, Vasileios, 2018. "Locus of control and financial risk attitudes," Economic Modelling, Elsevier, vol. 72(C), pages 122-131.
    15. Kesavayuth, Dusanee & Poyago-Theotoky, Joanna & Tran, Dai Binh & Zikos, Vasileios, 2020. "Locus of control, health and healthcare utilization," Economic Modelling, Elsevier, vol. 86(C), pages 227-238.
    16. Antoine Marsaudon, 2019. "Do Health Shocks Modify Personality Traits? Evidence from Locus Of Control," PSE Working Papers halshs-01976868, HAL.
    17. Silvia Mendolia & Ian Walker, 2014. "The Effect Of Noncognitive Traits On Health Behaviours In Adolescence," Health Economics, John Wiley & Sons, Ltd., vol. 23(9), pages 1146-1158, September.
    18. Schurer, Stefanie, 2017. "Bouncing back from health shocks: Locus of control and labor supply," Journal of Economic Behavior & Organization, Elsevier, vol. 133(C), pages 1-20.
    19. Silvia Mendolia & Ian Walker, 2015. "Youth unemployment and personality traits," IZA Journal of Labor Economics, Springer;Forschungsinstitut zur Zukunft der Arbeit GmbH (IZA), vol. 4(1), pages 1-26, December.
    20. Silvia Mendolia & Ian Walker, 2015. "Youth unemployment and the effect of personality traits," Working Papers 84097960, Lancaster University Management School, Economics Department.

    More about this item

    Keywords

    non-cognitive skills; cognitive skills; mixed-age classes; multigrade classes;
    All these keywords.

    JEL classification:

    • I21 - Health, Education, and Welfare - - Education - - - Analysis of Education
    • I28 - Health, Education, and Welfare - - Education - - - Government Policy
    • C36 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - Instrumental Variables (IV) Estimation

    NEP fields

    This paper has been announced in the following NEP Reports:

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:iza:izadps:dp11211. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Holger Hinte (email available below). General contact details of provider: https://edirc.repec.org/data/izaaade.html .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.