IDEAS home Printed from https://ideas.repec.org/a/spr/stmapp/v32y2023i1d10.1007_s10260-022-00644-3.html
   My bibliography  Save this article

Does education protect families' well-being in times of crisis? Measurement issues and empirical findings from IT-SILC data

Author

Listed:
  • Francesca Giambona

    (Università degli Studi di Firenze)

  • Mariano Porcu

    (Università degli Studi di Cagliari,)

  • Isabella Sulis

    (Università degli Studi di Cagliari,)

Abstract

This study analyses the relationship between education and material well-being from a longitudinal perspective using the European Survey on Income and Living Conditions (EU-SILC) data collected in Italy in four waves (2009–2012). It has two main aims: (i) to measure household material well-being on the basis of householders’ responses to multiple survey items (addressed to gather information on the household availability of material resources) by advancing indexes, which can account for global and relative divergences in households’ material well-being across survey waves; (ii) to assess how education and other sociodemographic characteristics affect absolute well-being and its variation (i.e. relative well-being) in the time span considered. Both aims are pursued, combining measuring and explanatory modelling approaches. That is, the use of the Multilevel Item Response Theory model allows to measure the global household material well-being and its yearly variation (i.e. relative material well-being) in the four waves. Meanwhile, the use of a multivariate (and multivariate multilevel) regression model allows to assess the effects of education and other sociodemographic characteristics on both components (absolute and relative well-being), controlling for the relevant sources of heterogeneity in the data. The value added to using the proposed methodologies with the main findings and economic implications are discussed.

Suggested Citation

  • Francesca Giambona & Mariano Porcu & Isabella Sulis, 2023. "Does education protect families' well-being in times of crisis? Measurement issues and empirical findings from IT-SILC data," Statistical Methods & Applications, Springer;Società Italiana di Statistica, vol. 32(1), pages 299-328, March.
    • Handle: RePEc:spr:stmapp:v:32:y:2023:i:1:d:10.1007_s10260-022-00644-3
    DOI: 10.1007/s10260-022-00644-3
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1007/s10260-022-00644-3
    File Function: Abstract
    Download Restriction: Access to the full text of the articles in this series is restricted.
    File URL: https://libkey.io/10.1007/s10260-022-00644-3?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Romina Boarini & Hubert Strauss, 2010. "What is the private return to tertiary education?: New evidence from 21 OECD countries," OECD Journal: Economic Studies, OECD Publishing, vol. 2010(1), pages 1-25.
    2. Blanchflower, David G. & Oswald, Andrew J., 2004. "Well-being over time in Britain and the USA," Journal of Public Economics, Elsevier, vol. 88(7-8), pages 1359-1386, July.
    3. Leckie, George & Charlton, Chris, 2013. "runmlwin: A Program to Run the MLwiN Multilevel Modeling Software from within Stata," Journal of Statistical Software, Foundation for Open Access Statistics, vol. 52(i11).
    4. Romina Boarini & Åsa Johansson & Marco Mira d'Ercole, 2006. "Alternative Measures of Well-Being," OECD Economics Department Working Papers 476, OECD Publishing.
    5. Wolfgang Zapf, 1984. "Welfare production: Public versus private," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 14(3), pages 263-274, April.
    6. Charles I. Jones & Peter J. Klenow, 2016. "Beyond GDP? Welfare across Countries and Time," American Economic Review, American Economic Association, vol. 106(9), pages 2426-2457, September.
    7. Barbara Sianesi & John Van Reenen, 2003. "The Returns to Education: Macroeconomics," Journal of Economic Surveys, Wiley Blackwell, vol. 17(2), pages 157-200, April.
    8. Claudio Ceccarelli & Giovanni Maria Giorgi, 2009. "Analysis of Gini for evaluating attrition in Italian survey on income and living condition," RIEDS - Rivista Italiana di Economia, Demografia e Statistica - The Italian Journal of Economic, Demographic and Statistical Studies, SIEDS Societa' Italiana di Economia Demografia e Statistica, vol. 63(1-2), pages 49-69, January-J.
    9. George Psacharopoulos & Harry Anthony Patrinos, 2004. "Returns to investment in education: a further update," Education Economics, Taylor & Francis Journals, vol. 12(2), pages 111-134.
    10. Ruut Veenhoven, 1996. "Developments in satisfaction-research," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 37(1), pages 1-46, January.
    11. Isabella Sulis & Vincenza Capursi, 2013. "Building up adjusted indicators of students’ evaluation of university courses using generalized item response models," Journal of Applied Statistics, Taylor & Francis Journals, vol. 40(1), pages 88-102, January.
    12. Abbott Ferriss, 2002. "Does Material Well-Being Affect Non-Material Well-Being?," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 60(1), pages 275-280, December.
    13. Romina Boarini & Åsa Johansson & Marco Mira d'Ercole, 2006. "Alternative Measures of Well-Being," OECD Social, Employment and Migration Working Papers 33, OECD Publishing.
    14. Peiro, Amado, 2006. "Happiness, satisfaction and socio-economic conditions: Some international evidence," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 35(2), pages 348-365, April.
    15. Main, Gill & Montserrat, Carme & Andresen, Sabine & Bradshaw, Jonathan & Lee, Bong Joo, 2019. "Inequality, material well-being, and subjective well-being: Exploring associations for children across 15 diverse countries," Children and Youth Services Review, Elsevier, vol. 97(C), pages 3-13.
    16. Joseph Deutsch & Jacques Silber, 2005. "Measuring Multidimensional Poverty: An Empirical Comparison Of Various Approaches," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 51(1), pages 145-174, March.
    17. Hartog, Joop & Oosterbeek, Hessel, 1998. "Health, wealth and happiness: why pursue a higher education?," Economics of Education Review, Elsevier, vol. 17(3), pages 245-256, June.
    18. Berenger, Valerie & Verdier-Chouchane, Audrey, 2007. "Multidimensional Measures of Well-Being: Standard of Living and Quality of Life Across Countries," World Development, Elsevier, vol. 35(7), pages 1259-1276, July.
    19. Jerik Hanushek & Dennis Kimko, 2006. "Schooling, Labor-force Quality, and the Growth of Nations," Voprosy obrazovaniya / Educational Studies Moscow, National Research University Higher School of Economics, issue 1, pages 154-193.
    20. Sen, Amartya, 1984. "The Living Standard," Oxford Economic Papers, Oxford University Press, vol. 36(0), pages 74-90, Supplemen.
    21. Silvia Bacci, 2012. "Longitudinal data: different approaches in the context of item-response theory models," Journal of Applied Statistics, Taylor & Francis Journals, vol. 39(9), pages 2047-2065, June.
    22. David Draper & Mark Gittoes, 2004. "Statistical analysis of performance indicators in UK higher education," Journal of the Royal Statistical Society Series A, Royal Statistical Society, vol. 167(3), pages 449-474, August.
    23. Barry Forer & Bruno Zumbo, 2011. "Validation of Multilevel Constructs: Validation Methods and Empirical Findings for the EDI," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 103(2), pages 231-265, September.
    24. Jacques Silber, 2007. "Measuring poverty: taking a multidimensional perspective," Hacienda Pública Española / Review of Public Economics, IEF, vol. 182(3), pages 29-74, September.
    25. Michael de Looper & Gaétan Lafortune, 2009. "Measuring Disparities in Health Status and in Access and Use of Health Care in OECD Countries," OECD Health Working Papers 43, OECD Publishing.
    26. Marc Fleurbaey, 2009. "Beyond GDP: The Quest for a Measure of Social Welfare," Journal of Economic Literature, American Economic Association, vol. 47(4), pages 1029-1075, December.
    27. Dolan, Paul & Peasgood, Tessa & White, Mathew, 2008. "Do we really know what makes us happy A review of the economic literature on the factors associated with subjective well-being," Journal of Economic Psychology, Elsevier, vol. 29(1), pages 94-122, February.
    28. Jacob Mincer, 1958. "Investment in Human Capital and Personal Income Distribution," Journal of Political Economy, University of Chicago Press, vol. 66, pages 281-281.
    29. Esperanza Vera-Toscano & Victoria Ateca-Amestoy & Rafael Serrano-Del-Rosal, 2006. "Building Financial Satisfaction," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 77(2), pages 211-243, June.
    30. M. Sirgy & Grace Yu & Dong-Jin Lee & Shuqin Wei & Ming-Wei Huang, 2012. "Does Marketing Activity Contribute to a Society’s Well-Being? The Role of Economic Efficiency," Journal of Business Ethics, Springer, vol. 107(2), pages 91-102, May.
    31. Alex Michalos, 2008. "Education, Happiness and Wellbeing," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 87(3), pages 347-366, July.
    Full references (including those not matched with items on IDEAS)

    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. Juncal Cuñado & Fernando Gracia, 2012. "Does Education Affect Happiness? Evidence for Spain," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 108(1), pages 185-196, August.
    2. Sulis, Isabella & Giambona, Francesca & Porcu, Mariano, 2020. "Adjusted indicators of quality and equity for monitoring the education systems over time. Insights on EU15 countries from PISA surveys," Socio-Economic Planning Sciences, Elsevier, vol. 69(C).
    3. O'Donnell, Gus & Oswald, Andrew J., 2015. "National well-being policy and a weighted approach to human feelings," Ecological Economics, Elsevier, vol. 120(C), pages 59-70.
    4. Powdthavee, Nattavudh & Lekfuangfu, Warn N. & Wooden, Mark, 2015. "What's the good of education on our overall quality of life? A simultaneous equation model of education and life satisfaction for Australia," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 54(C), pages 10-21.
    5. Bahadır Dursun & Resul Cesur, 2016. "Transforming lives: the impact of compulsory schooling on hope and happiness," Journal of Population Economics, Springer;European Society for Population Economics, vol. 29(3), pages 911-956, July.
    6. Mª del Salinas-Jiménez & Joaquín Artés & Javier Salinas-Jiménez, 2011. "Education as a Positional Good: A Life Satisfaction Approach," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 103(3), pages 409-426, September.
    7. V. K. Shrotryia & Shashank Vikram Pratap Singh, 2020. "Measuring Progress Beyond GDP: A Theoretical Perspective," Emerging Economy Studies, International Management Institute, vol. 6(2), pages 143-165, November.
    8. Elena Falcettoni & Vegard Nygaard, 2020. "A Comparison of Living Standards Across the States of America," FEDS Notes 2020-05-28-1, Board of Governors of the Federal Reserve System (U.S.).
    9. Isabella Sulis & Mariano Porcu & Vincenza Capursi, 2019. "On the Use of Student Evaluation of Teaching: A Longitudinal Analysis Combining Measurement Issues and Implications of the Exercise," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 142(3), pages 1305-1331, April.
    10. Olha Hlushchenko, 2016. "Well-being funding: essence and estimation method," RIVISTA DI STUDI SULLA SOSTENIBILITA', FrancoAngeli Editore, vol. 2016(2), pages 45-55.
    11. Lin Yang, 2017. "Measuring individual well-being: A multidimensional index integrating subjective well-being and preferences," CASE Papers /202, Centre for Analysis of Social Exclusion, LSE.
    12. Mueller, Normann, 2007. "(Mis-)Understanding Education Externalities," MPRA Paper 5331, University Library of Munich, Germany, revised Mar 2007.
    13. Antonella Rita Ferrara & Rosanna Nisticò, 2014. "Measuring Well-Being In A Multidimensional Perspective: A Multivariate Statistical Application To Italian Regions," Working Papers 201406, Università della Calabria, Dipartimento di Economia, Statistica e Finanza "Giovanni Anania" - DESF.
    14. Yang, Lin, 2017. "Measuring individual well-being: A multidimensional index integrating subjective well-being and preferences," LSE Research Online Documents on Economics 103495, London School of Economics and Political Science, LSE Library.
    15. Thomas Carver & Arthur Grimes, 2019. "Income or Consumption: Which Better Predicts Subjective Well‐Being?," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 65(S1), pages 256-280, November.
    16. Antonella Ferrara & Rosanna Nisticò, 2015. "Regional well-being indicators and dispersion from a multidimensional perspective: evidence from Italy," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 55(2), pages 373-420, December.
    17. Pennekamp, Johannes, 2011. "Wohlstand ohne Wachstum: Ein Literaturüberblick," MPIfG Working Paper 11/1, Max Planck Institute for the Study of Societies.
    18. Ralph Hippe & Roger Fouquet, 2015. "The human capital transition and the role of policy," GRI Working Papers 185, Grantham Research Institute on Climate Change and the Environment.
    19. Hajdu, Tamás & Hajdu, Gábor, 2011. "A hasznosság és a relatív jövedelem kapcsolatának vizsgálata magyar adatok segítségével [Examining the relation of utility and relative income using Hungarian data]," Közgazdasági Szemle (Economic Review - monthly of the Hungarian Academy of Sciences), Közgazdasági Szemle Alapítvány (Economic Review Foundation), vol. 0(1), pages 56-73.
    20. Alexandra Cristina Sãžrbu & Mircea Asandului, 2021. "Determinants Of Subjective Well-Being Among Romanian Older Adults," Review of Economic and Business Studies, Alexandru Ioan Cuza University, Faculty of Economics and Business Administration, issue 28, pages 111-124, December.

    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:spr:stmapp:v:32:y:2023:i:1:d:10.1007_s10260-022-00644-3. 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: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.springer.com .

    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.