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Developing a Social Capital Index for the Netherlands

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  • Jacqueline Beuningen
  • Hans Schmeets

Abstract

This paper integrates a set of independent social capital indicators into one index by using structural equation modeling (SEM) based on partial least squares estimation (PLS). The social capital index consists of two dimensions: participation and trust. In each of the two dimensions, three levels are distinguished: social (micro), organizational (meso), and political (macro). The main objectives of the index are to: (1) provide a coherent overview of social capital in the Netherlands; (2) monitor social capital over time; and (3) compare subpopulations. A broad spectrum of indicators is included, however, these are only weakly correlated and consequently treated as distinct. Therefore, traditional index development methods such as factor analysis and reflective modeling cannot be applied. Consequently, formative modeling in which the indicators are specified as causes rather than as effects is used. We employ the Permanent Survey on Living Conditions 2009 (POLS), administered face-to-face to 7,560 respondents in the Netherlands. We find that the index predicts well-being and health, which demonstrates nomological validity. Subsequently, bootstrapping is conducted to test the robustness of the index. And the 2009 index is replicated based on the 2010 POLS data. The replication shows that the 2009 model is relatively stable and results are robust. Finally, the model is extended by including volunteering and informal help, which changes the model but the results remain largely the same. This index, which is shown to be valid and robust, contributes to a further understanding of the concept of social capital. Copyright Springer Science+Business Media B.V. 2013

Suggested Citation

  • Jacqueline Beuningen & Hans Schmeets, 2013. "Developing a Social Capital Index for the Netherlands," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 113(3), pages 859-886, September.
  • Handle: RePEc:spr:soinre:v:113:y:2013:i:3:p:859-886
    DOI: 10.1007/s11205-012-0129-2
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    References listed on IDEAS

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    1. John Hudson, 2006. "Institutional Trust and Subjective Well‐Being across the EU," Kyklos, Wiley Blackwell, vol. 59(1), pages 43-62, February.
    2. Ringle, Christian M. & Götz, Oliver & Wetzels, Martin & Wilson, Bradley, 2009. "On the Use of Formative Measurement Specifications in Structural Equation Modeling: A Monte Carlo Simulation Study to Compare Covariance-Based and Partial Least Squares Model Estimation Methodologies," MPRA Paper 15390, University Library of Munich, Germany.
    3. Kawachi, I. & Kennedy, B.P. & Glass, R., 1999. "Social capital and self-rated health: A contextual analysis," American Journal of Public Health, American Public Health Association, vol. 89(8), pages 1187-1193.
    4. Laura Guillen & Lluis Coromina & Willem Saris, 2011. "Measurement of Social Participation and its Place in Social Capital Theory," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 100(2), pages 331-350, January.
    5. Fernando Rajulton & Zenaida Ravanera & Roderic Beaujot, 2007. "Measuring Social Cohesion: An Experiment using the Canadian National Survey of Giving, Volunteering, and Participating," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 80(3), pages 461-492, February.
    6. Regina Berger-Schmitt, 2002. "Considering Social Cohesion in Quality of Life Assessments: Concept and Measurement," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 58(1), pages 403-428, June.
    7. Peter M. Fayers & David J. Hand, 2002. "Causal variables, indicator variables and measurement scales: an example from quality of life," Journal of the Royal Statistical Society Series A, Royal Statistical Society, vol. 165(2), pages 233-253, June.
    8. Tenenhaus, Michel & Vinzi, Vincenzo Esposito & Chatelin, Yves-Marie & Lauro, Carlo, 2005. "PLS path modeling," Computational Statistics & Data Analysis, Elsevier, vol. 48(1), pages 159-205, January.
    9. Jarvis, Cheryl Burke & MacKenzie, Scott B & Podsakoff, Philip M, 2003. "A Critical Review of Construct Indicators and Measurement Model Misspecification in Marketing and Consumer Research," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 30(2), pages 199-218, September.
    10. Tarja Nieminen & Tuija Martelin & Seppo Koskinen & Jussi Simpura & Erkki Alanen & Tommi Härkänen & Arpo Aromaa, 2008. "Measurement and socio-demographic variation of social capital in a large population-based survey," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 85(3), pages 405-423, February.
    11. Frederik Booysen, 2002. "An Overview and Evaluation of Composite Indices of Development," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 59(2), pages 115-151, August.
    12. Andrea Saltelli, 2007. "Composite Indicators between Analysis and Advocacy," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 81(1), pages 65-77, March.
    13. Marc Hooghe & Bram Vanhoutte, 2011. "Subjective Well-Being and Social Capital in Belgian Communities. The Impact of Community Characteristics on Subjective Well-Being Indicators in Belgium," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 100(1), pages 17-36, January.
    14. Joseph Chan & Ho-Pong To & Elaine Chan, 2006. "Reconsidering Social Cohesion: Developing a Definition and Analytical Framework for Empirical Research," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 75(2), pages 273-302, January.
    15. Isabel Neira & Emilia Vázquez & Marta Portela, 2009. "An Empirical Analysis of Social Capital and Economic Growth in Europe (1980–2000)," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 92(1), pages 111-129, May.
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