IDEAS home Printed from https://ideas.repec.org/a/spr/soinre/v125y2016i2p431-449.html
   My bibliography  Save this article

Measuring Social Capital with Aggregated Indicators: A Case of Ecological Fallacy?

Author

Listed:
  • Sibylle Puntscher
  • Christoph Hauser
  • Janette Walde
  • Gottfried Tappeiner

Abstract

Social capital has become a highly successful concept in social science despite widely perceived shortcomings in conceptualization and operationalization. The latter is frequently performed as a principal component analysis of individual survey data with subsequent aggregation to regional or national levels. The central focus of this paper is the interpretation of the diverging correlations observed between the dimensions elaborated on an individual and an aggregate level. We illustrate that the correlations of regionally aggregated components are the result of an improper application of a single-level model to a multilevel structure. This mechanism is demonstrated empirically by adopting results from the European Social Survey and elaborating dimensions of social capital from both individual and aggregate survey data for European regions. The findings clearly indicate that the observed ecological correlations are not simply spurious or inconsistent due to an ecological fallacy condition, but rather reflect the influence of regional driving forces. Researchers need to be more careful in taking account of the multilevel nature of the data in order to produce valid results. In fact, the often applied procedure of individual factorization and subsequent aggregation of data provides a mixture of the two level effects with potentially misleading implications. Copyright Springer Science+Business Media Dordrecht 2016

Suggested Citation

  • Sibylle Puntscher & Christoph Hauser & Janette Walde & Gottfried Tappeiner, 2016. "Measuring Social Capital with Aggregated Indicators: A Case of Ecological Fallacy?," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 125(2), pages 431-449, January.
    • Handle: RePEc:spr:soinre:v:125:y:2016:i:2:p:431-449
    DOI: 10.1007/s11205-014-0843-z
    as

    Download full text from publisher

    File URL: http://hdl.handle.net/10.1007/s11205-014-0843-z
    Download Restriction: Access to full text is restricted to subscribers.
    File URL: https://libkey.io/10.1007/s11205-014-0843-z?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. Zak, Paul J & Knack, Stephen, 2001. "Trust and Growth," Economic Journal, Royal Economic Society, vol. 111(470), pages 295-321, April.
    2. Akçomak, I. Semih & ter Weel, Bas, 2009. "Social capital, innovation and growth: Evidence from Europe," European Economic Review, Elsevier, vol. 53(5), pages 544-567, July.
    3. Paolo Buonanno & Daniel Montolio & Paolo Vanin, 2009. "Does Social Capital Reduce Crime?," Journal of Law and Economics, University of Chicago Press, vol. 52(1), pages 145-170, February.
    4. Christoph Hauser & Gottfried Tappeiner & Janette Walde, 2007. "The Learning Region: The Impact of Social Capital and Weak Ties on Innovation," Regional Studies, Taylor & Francis Journals, vol. 41(1), pages 75-88.
    5. Luigi Guiso & Paola Sapienza & Luigi Zingales, 2004. "The Role of Social Capital in Financial Development," American Economic Review, American Economic Association, vol. 94(3), pages 526-556, June.
    6. Christian Bjørnskov & Kim Sønderskov, 2013. "Is Social Capital a Good Concept?," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 114(3), pages 1225-1242, December.
    7. Stephen Knack & Philip Keefer, 1997. "Does Social Capital Have an Economic Payoff? A Cross-Country Investigation," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 112(4), pages 1251-1288.
    8. M Tranmer & D G Steel, 1998. "Using Census Data to Investigate the Causes of the Ecological Fallacy," Environment and Planning A, , vol. 30(5), pages 817-831, May.
    9. Joel Sobel, 2002. "Can We Trust Social Capital?," Journal of Economic Literature, American Economic Association, vol. 40(1), pages 139-154, March.
    10. John F. Helliwell, 2006. "Well-Being, Social Capital and Public Policy: What's New?," Economic Journal, Royal Economic Society, vol. 116(510), pages 34-45, March.
    11. Rupasingha, Anil & Goetz, Stephan J. & Freshwater, David, 2006. "The production of social capital in US counties," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 35(1), pages 83-101, February.
    12. Anneli Kaasa, 2007. "Effects Of Different Dimensions Of Social Capital On Innovation: Evidence From Europe At The Regional Level," University of Tartu - Faculty of Economics and Business Administration Working Paper Series 51, Faculty of Economics and Business Administration, University of Tartu (Estonia).
    13. De Clercq, B. & Vyncke, V. & Hublet, A. & Elgar, F.J. & Ravens-Sieberer, U. & Currie, C. & Hooghe, M. & Ieven, A. & Maes, L., 2012. "Social capital and social inequality in adolescents’ health in 601 Flemish communities: A multilevel analysis," Social Science & Medicine, Elsevier, vol. 74(2), pages 202-210.
    14. Laura de Dominicis & Raymond J.G.M. Florax & Henri L.F. de Groot, 2013. "Regional clusters of innovative activity in Europe: are social capital and geographical proximity key determinants?," Applied Economics, Taylor & Francis Journals, vol. 45(17), pages 2325-2335, June.
    15. Markus Freitag & Antje Kirchner, 2011. "Social Capital and Unemployment: A Macro‐Quantitative Analysis of the European Regions," Political Studies, Political Studies Association, vol. 59(2), pages 389-410, June.
    16. Tappeiner, Gottfried & Hauser, Christoph & Walde, Janette, 2008. "Regional knowledge spillovers: Fact or artifact?," Research Policy, Elsevier, vol. 37(5), pages 861-874, June.
    17. Nicholas Charron & Lewis Dijkstra & Victor Lapuente, 2014. "Regional Governance Matters: Quality of Government within European Union Member States," Regional Studies, Taylor & Francis Journals, vol. 48(1), pages 68-90, January.
    18. Jarl Kampen, 2010. "On the (In)Consistency of Citizen and Municipal Level Indicators of Social Capital and Local Government Performance," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 97(2), pages 213-228, June.
    19. Bjornskov, Christian, 2006. "The multiple facets of social capital," European Journal of Political Economy, Elsevier, vol. 22(1), pages 22-40, March.
    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. Matthias Siller & Christoph Hauser & Janette Walde & Gottfried Tappeiner, 2015. "Measuring regional innovation in one dimension: More lost than gained?," Working Papers 2015-14, Faculty of Economics and Statistics, Universität Innsbruck.
    2. Anna Ruelens & Bart Meuleman & Ides Nicaise, 2018. "Examining Measurement Isomorphism of Multilevel Constructs: The Case of Political Trust," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 140(3), pages 907-927, December.
    3. Sibylle Puntscher & Janette Walde & Gottfried Tappeiner, 2016. "Do methodical traps lead to wrong development strategies for welfare? A multilevel approach considering heterogeneity across industrialized and developing countries," Working Papers 2016-01, Faculty of Economics and Statistics, Universität Innsbruck.
    4. Michael Weiler & Oliver Hinz, 2019. "Without each other, we have nothing: a state-of-the-art analysis on how to operationalize social capital," Review of Managerial Science, Springer, vol. 13(5), pages 1003-1035, November.
    5. Cong Wang & Bodo Steiner, 2020. "Can social capital explain business performance in Denmark?," Empirical Economics, Springer, vol. 59(4), pages 1699-1722, October.

    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. İ. Semih Akçomak & Hanna Müller-Zick, 2018. "Trust and inventive activity in Europe: causal, spatial and nonlinear forces," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 60(3), pages 529-568, May.
    2. Lyndon Murphy & Robert Huggins & Piers Thompson, 2016. "Social capital and innovation: A comparative analysis of regional policies," Environment and Planning C, , vol. 34(6), pages 1025-1057, September.
    3. Massimo Finocchiaro Castro & Calogero Guccio, 2020. "Birds of a feather flock together: trust in government, political selection and electoral punishment," Public Choice, Springer, vol. 184(3), pages 263-287, September.
    4. Calcagnini, Giorgio & Perugini, Francesco, 2019. "Social capital and well-being in the Italian provinces," Socio-Economic Planning Sciences, Elsevier, vol. 68(C).
    5. Robert Huggins & Piers Thompson & Martin Obschonka, 2018. "Human behaviour and economic growth: A psychocultural perspective on local and regional development," Environment and Planning A, , vol. 50(6), pages 1269-1289, September.
    6. Inbar Weiss & Pamela Paxton & Kristopher Velasco & Robert W. Ressler, 2019. "Revisiting Declines in Social Capital: Evidence from a New Measure," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 142(3), pages 1015-1029, April.
    7. Thompson, Maria, 2018. "Social capital, innovation and economic growth," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 73(C), pages 46-52.
    8. Sibylle Puntscher & Christoph Hauser & Karin Pichler & Gottfried Tappeiner, 2014. "Social Capital and Collective Memory: A Complex Relationship," Kyklos, Wiley Blackwell, vol. 67(1), pages 116-132, February.
    9. Kim, Byung-Yeon & Kang, Youngho, 2014. "Social capital and entrepreneurial activity: A pseudo-panel approach," Journal of Economic Behavior & Organization, Elsevier, vol. 97(C), pages 47-60.
    10. Gareth D. Leeves, 2014. "Increasing returns to education and the impact on social capital," Education Economics, Taylor & Francis Journals, vol. 22(5), pages 449-470, October.
    11. Roberto Antonietti & Ron Boschma, 2021. "Social capital, resilience, and regional diversification in Italy [Social capital, innovation and growth: evidence from Europe]," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 30(3), pages 762-777.
    12. Forte, Anabel & Peiró-Palomino, Jesús & Tortosa-Ausina, Emili, 2015. "Does social capital matter for European regional growth?," European Economic Review, Elsevier, vol. 77(C), pages 47-64.
    13. Semih Akçomak & Hanna Müller-Zick, 2013. "Trust and Innovation in Europe: Causal, spatial and non-linear forces," STPS Working Papers 1304, STPS - Science and Technology Policy Studies Center, Middle East Technical University, revised Dec 2013.
    14. Matthias Siller & Christoph Hauser & Janette Walde & Gottfried Tappeiner, 2015. "Measuring regional innovation in one dimension: More lost than gained?," Working Papers 2015-14, Faculty of Economics and Statistics, Universität Innsbruck.
    15. Lu, Haitian & Wang, Bo & Wang, Haizhi & Zhao, Tianyu, 2020. "Does social capital matter for peer-to-peer-lending? Empirical evidence," Pacific-Basin Finance Journal, Elsevier, vol. 61(C).
    16. Jesús Peiró-Palomino, 2016. "Social Capital and Economic Growth in Europe: Nonlinear Trends and Heterogeneous Regional Effects," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 78(5), pages 717-751, October.
    17. Georgeanne M. Artz & Younjun Kim & Peter F. Orazem & Peter J. Han, 2021. "Which Small Towns Attract Start‐Ups and Why? Twenty Years of Evidence from Iowa," American Journal of Agricultural Economics, John Wiley & Sons, vol. 103(2), pages 702-720, March.
    18. Dinda, Soumyananda, 2008. "Social capital in the creation of human capital and economic growth: A productive consumption approach," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 37(5), pages 2020-2033, October.
    19. Castriota, Stefano & Rondinella, Sandro & Tonin, Mirco, 2023. "Does social capital matter? A study of hit-and-run in US counties," Social Science & Medicine, Elsevier, vol. 329(C).
    20. Jesús Peiró-Palomino, 2016. "European regional convergence revisited: the role of intangible assets," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 57(1), pages 165-194, July.

    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:soinre:v:125:y:2016:i:2:p:431-449. 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.