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Published in: Journal of Happiness Studies 8/2019

01-12-2018 | Research Paper

Social Capital Dimensions and Subjective Well-Being: A Quantile Approach

Authors: Isabel Neira, Maricruz Lacalle-Calderon, Marta Portela, Manuel Perez-Trujillo

Published in: Journal of Happiness Studies | Issue 8/2019

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Abstract

This paper investigates the effects of different dimensions of social capital (i.e., trust, social network and norms of civic engagement) on subjective well-being (SWB) at the individual level by attending to differences between the extremes of SWB distribution, that is, between the happiest and the unhappiest people. To this end, we use the 7th wave of the 2014 European Social Survey to run a quantile regression analysis to investigate whether any of these dimensions of social capital has a heterogeneous effect on the full distribution of well-being. We also perform a factor analysis to summarize the principal components of these three dimensions. Our results show that each dimension of social capital has a positive and significant correlation with SWB, but the different dimensions have a heterogeneous effect on the different quantiles of the well-being distribution. All of these dimensions of social capital have a stronger effect on the SWB of the least happy people in society than on the happiest.

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Appendix
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Footnotes
1
The QR approach, developed by Koenker and Bassett (1978), is quite useful when the conditional distribution of the dependent variable does not meet the assumption of normality, as it improves the robustness of the estimates in the presence of outliers.
 
2
For more information, see the Big Five Theory (Digman 1990; John and Srivastava 1999).
 
3
Criticisms of the concept of social capital are reviewed by Fine (2010), Bjørnskov and Sønderskov (2013) and Andriani and Christoforou (2016).
 
4
For detailed information on the ESS and the data collected, see http://​www.​europeansocialsu​rvey.​org.
 
5
Austria, Belgium, Switzerland, Czech Republic, Germany, Denmark, Estonia, Spain, Finland, France, United Kingdom, Hungary, Ireland, Lithuania, Netherlands, Norway, Poland, Portugal, Sweden and Slovenia.
 
6
Prior to this analysis, we performed categorical principal component analysis—nonlinear principal component analysis (NLPCA)—using CATPCA in SPSS14, due to the ordinal and nominal nature of the variables (see Manisera et al. 2010).
 
7
Some of the control variables that have been recoded or aggregated are the following: (1) Income level, which has been recoded into three new categories. From the original variable: “Household's total net income, all sources”, deciles 1–4 have been recoded as “Low”, deciles 5–7 as “Medium” and deciles 8–10 as “High”. (2) Political position. From the original EES question: “In politics people sometimes talk of “left” and “right”. Where would you place yourself on this scale, where 0 means the left and 10 means the right?”, it has been recoded into the following categories: “Left” (0–2), “Center” (3–7) and “Right” (8–10). (3) Religion. From the original question: “Regardless of whether you belong to a particular religion, how religious would you say you are?”, it has been recoded into the categories “Low” (0–2), “Medium” (3–7) and “High” (8–10).
 
8
This package follows the estimation procedure explained by Geraci and Bottai (2014).
 
9
E(Y) is equal to 2.7 in Q.10, 5 in Q.25, 6.67 in Q.50, 8 in Q.75 and 9.41 in Q.90.
 
10
For the sake of space, we include the full results for the QR on life satisfaction in the Appendix. Table 7 shows that the signs of the coefficients of the variables of interest largely coincide, although there are differences in the size of the effects.
 
11
See coefficients in column Q(0.10) of Table 2.
 
12
See coefficients in column Q(0.90) of Table 2.
 
13
See descriptive statistic by quantile of the 20 ESS questions explaining dimensions of social capital in Table 8, “Appendix 1”.
 
14
See the last columns in Tables 8 and 9 (Appendix 1).
 
Literature
go back to reference Afandi, E., Kermani, M., & Mammadov, F. (2017). Social capital and entrepreneurial process. International Entrepreneurship and Management Journal,13(3), 685–716. Afandi, E., Kermani, M., & Mammadov, F. (2017). Social capital and entrepreneurial process. International Entrepreneurship and Management Journal,13(3), 685–716.
go back to reference Andriani, L., & Christoforou, A. (2016). Social capital: A roadmap of theoretical and empirical contributions and limitations. Journal of Economic Issues,50(1), 4–22. Andriani, L., & Christoforou, A. (2016). Social capital: A roadmap of theoretical and empirical contributions and limitations. Journal of Economic Issues,50(1), 4–22.
go back to reference Aslam, A., & Corrado, L. (2012). The geography of well-being. Journal of Economic Geography,12(3), 627–649. Aslam, A., & Corrado, L. (2012). The geography of well-being. Journal of Economic Geography,12(3), 627–649.
go back to reference Bates, D., Mächler, M., Bolker, B., & Walker, S. (2014). Fitting linear mixed-effects models using lme4. arXiv preprint arXiv:1406.5823. Bates, D., Mächler, M., Bolker, B., & Walker, S. (2014). Fitting linear mixed-effects models using lme4. arXiv preprint arXiv:​1406.​5823.
go back to reference Bates, D., Maechler, M., Bolker, B. M., Walker, S., Christensen, R. H. B., Singmann, H., et al. (2015). Linear mixed-effects models using “Eigen” and S4, R package version 1.1-8. Bates, D., Maechler, M., Bolker, B. M., Walker, S., Christensen, R. H. B., Singmann, H., et al. (2015). Linear mixed-effects models using “Eigen” and S4, R package version 1.1-8.
go back to reference Becchetti, L., Pelloni, A., & Rossetti, F. (2008). Relational goods, sociability, and happiness. Kyklos,61(3), 343–363. Becchetti, L., Pelloni, A., & Rossetti, F. (2008). Relational goods, sociability, and happiness. Kyklos,61(3), 343–363.
go back to reference Binder, M., & Coad, A. (2011). From Average Joe’s happiness to Miserable Jane and Cheerful John: Using quantile regressions to analyze the full subjective well-being distribution. Journal of Economic Behavior & Organization,79(3), 275–290. Binder, M., & Coad, A. (2011). From Average Joe’s happiness to Miserable Jane and Cheerful John: Using quantile regressions to analyze the full subjective well-being distribution. Journal of Economic Behavior & Organization,79(3), 275–290.
go back to reference Binder, M., & Coad, A. (2015). Heterogeneity in the relationship between unemployment and subjective wellbeing: A quantile approach. Economica,82(328), 865–891. Binder, M., & Coad, A. (2015). Heterogeneity in the relationship between unemployment and subjective wellbeing: A quantile approach. Economica,82(328), 865–891.
go back to reference Binder, M., & Freytag, A. (2013). Volunteering, subjective well-being and public policy. Journal of Economic Psychology,34, 97–119. Binder, M., & Freytag, A. (2013). Volunteering, subjective well-being and public policy. Journal of Economic Psychology,34, 97–119.
go back to reference Bjørnskov, C. (2006). The multiple facets of social capital. European Journal of Political Economy, 22(1), 22–40. Bjørnskov, C. (2006). The multiple facets of social capital. European Journal of Political Economy, 22(1), 22–40.
go back to reference Bjørnskov, C. (2008). Social trust and fractionalization: A possible reinterpretation. European Sociological Review,24(3), 271–283. Bjørnskov, C. (2008). Social trust and fractionalization: A possible reinterpretation. European Sociological Review,24(3), 271–283.
go back to reference Bjørnskov, C. (2014). Do economic reforms alleviate subjective well-being losses of economic crises? Journal of Happiness Studies,15(1), 163–182. Bjørnskov, C. (2014). Do economic reforms alleviate subjective well-being losses of economic crises? Journal of Happiness Studies,15(1), 163–182.
go back to reference Bjørnskov, C., & Sønderskov, K. M. (2013). Is social capital a good concept? Social Indicators Research,114(3), 1225–1242. Bjørnskov, C., & Sønderskov, K. M. (2013). Is social capital a good concept? Social Indicators Research,114(3), 1225–1242.
go back to reference Bourdieu, P. (1986). The forms of capital. In J. Richardson (Ed.), Handbook of theory and research for the sociology of education (pp. 241–258). Westport, CT: Greenwood. Bourdieu, P. (1986). The forms of capital. In J. Richardson (Ed.), Handbook of theory and research for the sociology of education (pp. 241–258). Westport, CT: Greenwood.
go back to reference Bruni, L., & Stanca, L. (2008). Watching alone: Relational goods, television and happiness. Journal of Economic Behavior & Organization,65(3–4), 506–528. Bruni, L., & Stanca, L. (2008). Watching alone: Relational goods, television and happiness. Journal of Economic Behavior & Organization,65(3–4), 506–528.
go back to reference Clark, A. E., & Oswald, A. J. (1994). Unhappiness and unemployment. The Economic Journal,104(424), 648. Clark, A. E., & Oswald, A. J. (1994). Unhappiness and unemployment. The Economic Journal,104(424), 648.
go back to reference Coleman, J. S. (1988). Social capital in the creation of human-capital. American Journal of Sociology,94, 95–120. Coleman, J. S. (1988). Social capital in the creation of human-capital. American Journal of Sociology,94, 95–120.
go back to reference De Neve, J. E., Christakis, N. A., Fowler, J. H., & Frey, B. S. (2012). Genes, economics, and happiness. Journal of Neuroscience, Psychology, and Economics,5(4), 193–211. De Neve, J. E., Christakis, N. A., Fowler, J. H., & Frey, B. S. (2012). Genes, economics, and happiness. Journal of Neuroscience, Psychology, and Economics,5(4), 193–211.
go back to reference Diener, E., Oishi, S., & Lucas, R. E. (2003). Personality, culture, and subjective well-being: Emotional and cognitive evaluations of life. Annual Review of Psychology,54(1), 403–425. Diener, E., Oishi, S., & Lucas, R. E. (2003). Personality, culture, and subjective well-being: Emotional and cognitive evaluations of life. Annual Review of Psychology,54(1), 403–425.
go back to reference Diener, E., & Seligman, M. E. P. (2002). Very happy people. Psychological Science,13(1), 81–84. Diener, E., & Seligman, M. E. P. (2002). Very happy people. Psychological Science,13(1), 81–84.
go back to reference Diener, E., Suh, E. M., Lucas, R. E., & Smith, H. L. (1999). Subjective well-being: Three decades of progress. Psychological Bulletin, 125(2), 276. Diener, E., Suh, E. M., Lucas, R. E., & Smith, H. L. (1999). Subjective well-being: Three decades of progress. Psychological Bulletin, 125(2), 276.
go back to reference Digman, J. M. (1990). Personality structure: emergence of the five factor model. Annual Review of Psychology,41, 417–440. Digman, J. M. (1990). Personality structure: emergence of the five factor model. Annual Review of Psychology,41, 417–440.
go back to reference Dolan, P., Peasgood, T., & White, M. (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,29(1), 94–122. Dolan, P., Peasgood, T., & White, M. (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,29(1), 94–122.
go back to reference Easterlin, R. (1974). Does economic growth improve the human lot? Some empirical evidence. Nations and Households in Economic Growth,89(2), 89–125. Easterlin, R. (1974). Does economic growth improve the human lot? Some empirical evidence. Nations and Households in Economic Growth,89(2), 89–125.
go back to reference Easterlin, R. A. (2001). Income and happiness: Towards a unified theory. The Economic Journal,111(473), 465–484. Easterlin, R. A. (2001). Income and happiness: Towards a unified theory. The Economic Journal,111(473), 465–484.
go back to reference ESS Round 7: European Social Survey Round 7 Data. (2014). NSD—Norwegian Centre for Research Data, Norway—Data Archive and distributor of ESS data for ESS ERIC. ESS Round 7: European Social Survey Round 7 Data. (2014). NSD—Norwegian Centre for Research Data, Norway—Data Archive and distributor of ESS data for ESS ERIC.
go back to reference Fang, Z., & Sakellariou, C. (2016). Social insurance, income and subjective well-being of rural migrants in China—An application of unconditional quantile regression. Journal of Happiness Studies,17(4), 1635–1657. Fang, Z., & Sakellariou, C. (2016). Social insurance, income and subjective well-being of rural migrants in China—An application of unconditional quantile regression. Journal of Happiness Studies,17(4), 1635–1657.
go back to reference Ferrer-i-Carbonell, A., & Frijters, P. (2004). How important is methodology for the estimates of the determinants of happiness? Economic Journal,114(497), 641–659. Ferrer-i-Carbonell, A., & Frijters, P. (2004). How important is methodology for the estimates of the determinants of happiness? Economic Journal,114(497), 641–659.
go back to reference Fine, B. (2010). Theories of social capital. London: Pluto Press. Fine, B. (2010). Theories of social capital. London: Pluto Press.
go back to reference Frey, B. S., & Stutzer, A. (2002). What can economists learn from happiness research? Journal of Economic Literature,40(2), 402–435. Frey, B. S., & Stutzer, A. (2002). What can economists learn from happiness research? Journal of Economic Literature,40(2), 402–435.
go back to reference Geraci, M., & Bottai, M. (2014). Linear quantile mixed models. Statistics and Computing, 24(3), 461–479. Geraci, M., & Bottai, M. (2014). Linear quantile mixed models. Statistics and Computing, 24(3), 461–479.
go back to reference Grootaert, C., & van Bastelaer, T. (2001). Understanding and measuring social capital: A synthesis of findings and recommendation from the social capital initiative. Word Bank Working Paper No. 24. Grootaert, C., & van Bastelaer, T. (2001). Understanding and measuring social capital: A synthesis of findings and recommendation from the social capital initiative. Word Bank Working Paper No. 24.
go back to reference Helliwell, J. F. (2006). Well-being, social capital, and public policy: What’s new? Economic Journal,116(510), 34–45. Helliwell, J. F. (2006). Well-being, social capital, and public policy: What’s new? Economic Journal,116(510), 34–45.
go back to reference Helliwell, J. F., & Putnam, R. D. (2004). The social context of well-being. Philosophical Transactions of the Royal Society B: Biological Sciences,359(1449), 1435–1446. Helliwell, J. F., & Putnam, R. D. (2004). The social context of well-being. Philosophical Transactions of the Royal Society B: Biological Sciences,359(1449), 1435–1446.
go back to reference Hudson, J. (2006). Institutional trust and subjective well-being across the EU. Kyklos,59(1), 43–62. Hudson, J. (2006). Institutional trust and subjective well-being across the EU. Kyklos,59(1), 43–62.
go back to reference John, O. P., & Srivastava, S. (1999). The Big Five trait taxonomy: History, measurement, and theoretical perspectives. Handbook of personality: Theory and research (2nd ed., pp. 102–138). New York: Guilford Press. John, O. P., & Srivastava, S. (1999). The Big Five trait taxonomy: History, measurement, and theoretical perspectives. Handbook of personality: Theory and research (2nd ed., pp. 102–138). New York: Guilford Press.
go back to reference Khodyakov, D. (2007). Trust as a process: A three-dimensional approach. Sociology,41(1), 115–132. Khodyakov, D. (2007). Trust as a process: A three-dimensional approach. Sociology,41(1), 115–132.
go back to reference Klein, C. (2013). Social capital or social cohesion: What matters for subjective well-being. Social Indicators Research,110(3), 891–911. Klein, C. (2013). Social capital or social cohesion: What matters for subjective well-being. Social Indicators Research,110(3), 891–911.
go back to reference Koenker, R., & Bassett, G. (1978). Regression Quantiles. Econometrica,46(1), 33–50. Koenker, R., & Bassett, G. (1978). Regression Quantiles. Econometrica,46(1), 33–50.
go back to reference Layard, R. (2005). Happiness: Lessons from a new science. London: Penguin Books. Allen Lane. Layard, R. (2005). Happiness: Lessons from a new science. London: Penguin Books. Allen Lane.
go back to reference Leifeld, P. (2013). texreg: Conversion of statistical model output in R to LATEX and HTML tables. Journal of Statistical Software,55(8), 1–24. Leifeld, P. (2013). texreg: Conversion of statistical model output in R to LATEX and HTML tables. Journal of Statistical Software,55(8), 1–24.
go back to reference Lykken, D., & Tellegen, A. (1996). Happiness is a stochastic phenomenon. Psychological Science,7(3), 186–189. Lykken, D., & Tellegen, A. (1996). Happiness is a stochastic phenomenon. Psychological Science,7(3), 186–189.
go back to reference Manisera, M., Van der Kooij, A. J., & Dusseldorp, E. (2010). Identifying the component structure of satisfaction scales by nonlinear principal components analysis. Quality Technology & Quantitative Management,7(2), 97–115. Manisera, M., Van der Kooij, A. J., & Dusseldorp, E. (2010). Identifying the component structure of satisfaction scales by nonlinear principal components analysis. Quality Technology & Quantitative Management,7(2), 97–115.
go back to reference Neira, I., Bruna, F., Portela, M., & García-Aracil, A. (2018). Individual well-being, geographical heterogeneity and social capital. Journal of Happiness Studies,19(4), 1067–1090. Neira, I., Bruna, F., Portela, M., & García-Aracil, A. (2018). Individual well-being, geographical heterogeneity and social capital. Journal of Happiness Studies,19(4), 1067–1090.
go back to reference OECD. (2001). The well-being of nations: The role of human and social capital. Paris: OECD. OECD. (2001). The well-being of nations: The role of human and social capital. Paris: OECD.
go back to reference OECD. (2013). How’s life? 2013: Measuring well-being. Paris: OECD. OECD. (2013). How’s life? 2013: Measuring well-being. Paris: OECD.
go back to reference Pittau, M. G., Zelli, R., & Gelman, A. (2010). Economic disparities and life satisfaction in European regions. Social Indicators Research,96(2), 339–361. Pittau, M. G., Zelli, R., & Gelman, A. (2010). Economic disparities and life satisfaction in European regions. Social Indicators Research,96(2), 339–361.
go back to reference Portela, M., Neira, I., & Salinas-Jiménez, M. M. (2013). Social capital and subjective wellbeing in Europe: A new approach on social capital. Social Indicators Research,114(2), 493–511. Portela, M., Neira, I., & Salinas-Jiménez, M. M. (2013). Social capital and subjective wellbeing in Europe: A new approach on social capital. Social Indicators Research,114(2), 493–511.
go back to reference Puntscher, S., Hauser, C., Walde, J., & Tappeiner, G. (2015). The impact of social capital on subjective well-being: A regional perspective. Journal of Happiness Studies,16(5), 1231–1246. Puntscher, S., Hauser, C., Walde, J., & Tappeiner, G. (2015). The impact of social capital on subjective well-being: A regional perspective. Journal of Happiness Studies,16(5), 1231–1246.
go back to reference Putnam, R. D., Feldstein, L., & Cohen, D. (2003). Better together: Restoring the american community. New York: Simon & Schuster. Putnam, R. D., Feldstein, L., & Cohen, D. (2003). Better together: Restoring the american community. New York: Simon & Schuster.
go back to reference Putnam, R. D., Leonardi, R., & Nanetti, R. (1993). Making democracy work: Civic traditions in modern Italy. Princeton, NJ: Princeton University Press. Putnam, R. D., Leonardi, R., & Nanetti, R. (1993). Making democracy work: Civic traditions in modern Italy. Princeton, NJ: Princeton University Press.
go back to reference Rodríguez-Pose, A., & von Berlepsch, V. (2014). Social capital and individual happiness in Europe. Journal of Happiness Studies,15(2), 357–386. Rodríguez-Pose, A., & von Berlepsch, V. (2014). Social capital and individual happiness in Europe. Journal of Happiness Studies,15(2), 357–386.
go back to reference Rothstein, B., & Eek, D. (2001). The causal mechanism between trust in authorities and trust in others: An experimental approach. Research Proposal to the Swedish Science Council (ronéo). Rothstein, B., & Eek, D. (2001). The causal mechanism between trust in authorities and trust in others: An experimental approach. Research Proposal to the Swedish Science Council (ronéo).
go back to reference Sarracino, F. (2010). Social capital and subjective well-being trends: Comparing 11 western European countries. Journal of Socio-Economics,39(4), 482–517. Sarracino, F. (2010). Social capital and subjective well-being trends: Comparing 11 western European countries. Journal of Socio-Economics,39(4), 482–517.
go back to reference Scrivens, K., & Smith, C. (2013). Four interpretations of social capital: An agenda for measurement. OECD Statistics Working Papers, 2013/06, 71. Scrivens, K., & Smith, C. (2013). Four interpretations of social capital: An agenda for measurement. OECD Statistics Working Papers, 2013/06, 71.
go back to reference Stanca, L. (2010). The geography of economics and happiness: Spatial patterns in the effects of economic conditions on well-being. Social Indicators Research,99(1), 115–133. Stanca, L. (2010). The geography of economics and happiness: Spatial patterns in the effects of economic conditions on well-being. Social Indicators Research,99(1), 115–133.
go back to reference Stutzer, A., & Frey, B. S. (2006). Political participation and procedural utility: An empirical study. European Journal of Political Research,45(3), 391–418. Stutzer, A., & Frey, B. S. (2006). Political participation and procedural utility: An empirical study. European Journal of Political Research,45(3), 391–418.
go back to reference Weitz-Shapiro, R., & Winters, M. S. (2011). The link between voting and life satisfaction in Latin America. Latin American Politics and Society,53(4), 101–126. Weitz-Shapiro, R., & Winters, M. S. (2011). The link between voting and life satisfaction in Latin America. Latin American Politics and Society,53(4), 101–126.
Metadata
Title
Social Capital Dimensions and Subjective Well-Being: A Quantile Approach
Authors
Isabel Neira
Maricruz Lacalle-Calderon
Marta Portela
Manuel Perez-Trujillo
Publication date
01-12-2018
Publisher
Springer Netherlands
Published in
Journal of Happiness Studies / Issue 8/2019
Print ISSN: 1389-4978
Electronic ISSN: 1573-7780
DOI
https://doi.org/10.1007/s10902-018-0028-6

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