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Social Indicators Research
Published in: Social Indicators Research 2/2016

09-08-2015

Can Social Capital Affect Subjective Poverty in Europe? An Empirical Analysis Based on a Generalized Ordered Logit Model

Authors: Giuseppina Guagnano, Elisabetta Santarelli, Isabella Santini

Published in: Social Indicators Research | Issue 2/2016

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Abstract

In a previous exploratory analysis of the 2009 EU-SILC survey and the Eurostat statistics database, the authors tried to reveal to what extent self-perceived poverty in Europe is associated with specific household socioeconomic characteristics and particular aspects of household/community social capital endowment, by means of a multiple correspondence analysis. Such an analysis has appeared to be a useful tool to disclose the primary risk factors of family poverty status and, in particular, it showed that self-perceived poverty (measured by the proxy variable “ability to make ends meet”) is strongly associated not only with household socioeconomic characteristics, but also with the indicators commonly recognized as elementary proxies of household/community social capital endowment. The aim of the present paper is to capture the effect of social capital on household subjective poverty. More precisely, a generalized ordered logit model is estimated, in order to highlight to what extent: (a) self-perception of poverty in Europe is affected by the respondent/household socioeconomic characteristics and by household/community social capital endowment; (b) probabilities corresponding to response categories vary according to different levels of predictors; (c) differences among European countries in terms of self-perception of poverty may be related to different levels of social capital endowment. The results are very encouraging and confirm that social capital could be used by local and central governments as a further key function, in addition to the traditional socioeconomic ones for planning poverty reduction policies.
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Appendix
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Footnotes
1
Here the focus is on subjective poverty rather than on the wider concept of happiness, which extends beyond pure economic factors and which according to Diener et al. (1999) is a broad category of phenomena that includes people’s emotional responses, domain satisfactions and global judgments of life satisfaction. The term “economics of happiness” is used to refer to studies on aspects of life satisfaction and on their links with different domains of life, including social capital (Diener et al. 1985; Pradhan and Ravaillon 2000; Mc Bride 2001; Frey and Stutzer 2002; Van Praag et al. 2003; Yip et al. 2007; Dolan et al. 2008; Pedersen and Schmidt 2011; Rodriguez-Pose and von Berlepsh 2014).
 
2
EU-SILC is the Eurostat project on Income and Living Conditions which involves all the European Union state members. It provides two types of data, cross-sectional and longitudinal over a four- year period (EU-SILC uses a 4-years rotational design).
 
3
Some of these variables are not statistically significant and/or have too many missing values and thus they have not been included in the generalized ordered logit models discussed in Sect. 3. They are: low work intensity status, branch of activity, risk of poverty, health, reasons for changing dwelling, work intensity status, alimonies received.
 
4
Despite some shortcomings mainly due to the impossibility of measuring all components of social capital, EU-SILC cross-sectional survey and the Eurostat statistic database represent together an important reference source for comparative studies aiming at measuring the effect of social capital on household economic well-being, especially because they provide comparable and high quality cross-sectional indicators for all EU member states. Therefore the EU-SILC survey and the Eurostat statistic database represent an irreplaceable decision-making tool to assess suitable policies aiming at poverty reduction in Europe.
 
5
Family workers are persons who help another member of the family to run an agricultural holding or other business, provided they are not considered as employees.
 
6
In order to verify this assumption the autofit option of the gologit2 procedure of Stata software has been employed (Williams 2006). This procedure does a series of Wald tests on each variable to see whether its coefficients differ across equations.
 
7
The model reduces to the ordinal logit one when the beta coefficients are the same for each j category and the so called proportional odds assumption is satisfied.
 
8
The only exception occurs for the class 65–79 of the variable Age; nevertheless we decided to hold this class distinct from the last one, the unique with a positive effect on the odds.
 
9
As a matter of fact, it is worth noting that if the dependent variable had only three response categories (with great difficulty or with difficulty; with some difficulty or fairly easily; easily or very easily), the overall percentage of correctly predicted values increases of almost 45–50 % compared to the model with six responses. However, as in such a reduced scale important details are lost, we decided to keep the original six-point scale.
 
10
Note that the scale of the vertical axis is showed on the left for the blue lines and on the right for the red ones.
 
11
A possible explanation is that among the proxies variables used to form the Social Behavior index there are those referred to rate of crime and perceived violence and vandalism, which in a previous analysis (Guagnano et al. 2013) showed opposite associations with subjective poverty.
 
12
The only predictors with invariable effects are: classes 25–29, 60–64 and 65–79 of the variable Age; the categories Medium educational qualification, Payment of a rent for accommodation and all the categories of the following variables: Marital status; Employment status (excepted for inactive); Household type (from the fifth categories until the second last).
 
Literature
Abramovitz, M. (1986). Catching up, forging ahead and falling behind. The Journal of Economic History, 46(2), 385–406.CrossRef
Abramovitz, M., & David, P. A. (1996). Convergence and deferred catch-up: Productivity leadership and the waning of American exceptionalism. In R. Landau, T. Taylor, & G. Wright (Eds.), The Mosaic of economic growth. Stanford: Stanford University Press.
Almond, G. A., & Verba, S. (1963). The civic culture: Political attitudes and democracy in five nations. Princeton, NJ: Princeton University Press.CrossRef
Barr, A. (2000). Social capital and technical information flows in the Ghanaian manufacturing sector. Oxford Economic Papers, 52, 539–559.CrossRef
Bebbington, A., & Perreault, T. (1999). Social capital, development, and access to resources in highland Ecuador. Economic Geography, 75(2), 395–418.CrossRef
Bourdieu, P. (1986). The forms of capital. In J. Richardson (Ed.), Handbook of theory and research for the sociology of education. New York: Greenwood.
Case, A., & Deaton, A. (2002). Consumption, health, gender and poverty. Working paper Princeton University, 7/02.
Castilla, C. (2010). Subjective poverty and reference-dependence: Income over time, aspirations and reference groups. Working paper World Institute for Development Economics Research, 76/2010, ISBN 978-92-9230-314-3.
Christoforou, A., & Davis, J. B. (2014). Social capital and economics: Social values, power, and social identity. Routledge Advances in Social Economics. London: Routledge, Taylor & Francis Group.
Clemenceau, A., Museux, J. M., & Bauer, M. (2006). EU-SILC (community statistics on income and living conditions): Issues and challenges. In Proceedings of the Eurostat and statistics Finland international conference “comparative EU statistics on income and living conditions: Issues and challenges”, Helsinki, November, 6–8.
Coleman J. (1988). Social capital in the creation of human capital. American Journal of Sociology, 94. Supplement: Organizations and institutions: Sociological and economic approaches to the analysis of social structure.
Coleman, J. (1990). Foundation of social theory. Cambridge, MA: The Belknap Press of Harvard University.
Coleman, J., Katz, E., & Menzel, M. (1966). Medical innovation: A diffusion study. New York: Bobbs-Merrill.
Collier, P. (1998). Social capital and poverty. Social capital initiative working paper no. 4. Washington, DC: World Bank.
Cracolici, M. F., Giambona F., & Cuffaro M. (2011). Composition of families and subjective economic well-being. An application to Italian context. ECINEQ working paper no. 195, Society for the Study of Economic Inequality.
Cracolici, M. F., Giambona, F., & Cuffaro, M. (2012). The determinants of subjective economic well-being: An analysis of Italian-Silc data. Applied Research Quality Life, 7, 17–47. doi:10.​1007/​s11482-011-9140-z.CrossRef
Deutsch, J., & Silber, J. G. (2005). Measuring multidimensional poverty: An empirical comparison of various approaches. The Review of Income and Wealth, 51(1), 145–174.CrossRef
Diener, E., Horwitz, J., & Emmons, R. A. (1985). Happiness of the very wealthy. Social Indicators Research, 16, 263–274.CrossRef
Diener, E., Suh, E. M., Lucas, R. E., & Smith, H. L. (1999). Subjective well-being: Three deades of progress. Psychological Bulletin, 125(2), 276–302.CrossRef
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, 94–122.CrossRef
Easterlin, R. A. (2001). Income and happiness: Towards a unified theory. The Economic Journal, 111(473), 465–484.CrossRef
Easterly, W., & Levine, R. (1997). Africa’s growth tragedy: Policies and ethnic divisions. Quarterly Journal of Economics, 112(4), 1203–1250.CrossRef
Eurostat. (2009). EU-SILC 065 (2009 operation). Description of target variables: Cross-sectional and longitudinal 2009 operation (Version January 2010).
Eurostat. (2010). Income and living conditions in Europe. Luxembourg: Anthony B. Atkinson and Eric Marlier (Eds.).
Fernandez, R. M., Castilla, E. J., & Moore, P. (2000). Social capital at work: Networks and employment at a phone center. American Journal of Sociology, 105(5), 1288–1356.CrossRef
Frey, B. S., & Stutzer, A. (2002). Happiness and economics. Princeton, NJ: Princeton University Press.
Fu, V. (1998). Estimating generalized ordered logit models. Stata Technical Bullettin, 44, 27–30.
Fukuyama, F. (1995). Trust: Social virtues and the creation of prosperity. NY: Free Press.
Galor, O., & Zeira, J. (1993). Income distribution and macroeconomics. Review of Economic Studies, 60(1), 35–52.CrossRef
Glaeser, E. L., Laibson, D., & Sacerdote, B. (2002). An economic approach to social capital. The Economic Journal, 112, 437–458.CrossRef
Goedemé, T., & Rottiers, S. (2011). Poverty in the enlarged European Union. A discussion about definitions and reference groups. Sociology Compass, 5(1), 77–91.CrossRef
Goedhart, Th, Halberstadt, V., Kapteyn, A., & Van Praag, B. M. S. (1977). The poverty line: Concept and measurement. The Journal of Human Resources, 12, 503–520.CrossRef
Granovetter, M. S. (1995). Getting a job: A study of contacts and careers. Chicago: University of Chicago Press.
Green, A., Preston, J., & Sabates, R. (2003). Education, equality and social cohesion: A distributional approach. Compare: A Journal of Comparative Education, 33(4), 453–470.
Grootaert, C. (1999). Social capital, household welfare and poverty in Indonesia. Local level institutions working paper no. 6. The World Bank Social Development Family Environmentally and Socially Sustainable Development Network, April.
Grootaert, C., Gi-Taik, O., & Swamy, A. (1999). The local level institutions study: Social capital and development outcomes in Burkina Faso. Local level institutions working paper no. 7. The World Bank Social Development Family Environmentally and Socially Sustainable Development Network, September.
Grootaert, C., & van Bastelaer, T. (2001). Understanding and measuring social capital: A synthesis of findings and recommendations from the social capital initiative. Social capital initiative working paper no. 24. Washington DC: World Bank.
Grootaert, C., & van Bastelaer, T. (2002). The role of social capital in development: An empirical assessment. Cambridge: Cambridge University Press.CrossRef
Guagnano, G., Santarelli, E., & Santini, I. (2013). The role of social capital in self-perception of poverty. An exploratory analysis. Annals of the Department Methods and Models for Economics, Territory and Finance. Bologna: Patron (forthcoming).
Hayo, B., & Seifert, W. (2003). Subjective economic well-being in Eastern Europe. Journal of Economic Psychology, 24, 329–348.CrossRef
Helliwell, J. F. (2001). Social capital, the economy and well-being. In K. Banting, A. Sharpe, & F. St-Hilaire (Eds.), The review of economic performance and social progress (pp. 55–60). Montreal: Institute for Research on Public Policy and Centre for the Study of Living Standards.
Herrera, J., Razafindrakoto, M., & Roubaud F. (2006). The determinants of subjective poverty: A comparative analysis in Madagascar and Peru. Working papers DT/2006/01, DIAL (Développement, Institutions et Mondialisation Montreal and Ottawa: Institute for Research on Public Policy and Centre for the Study of Living Standards).
Knack, S. (1999). Social capital, growth and poverty: A survey of cross-country evidence. Social capital initiative working paper no. 7. Washington: World Bank.
Knack, S., & Keefer, P. (1997). Does social capital have and economic payoff? A cross-country investigation. The Quarterly Journal of Economics, 112(4), 1251–1288.CrossRef
Levesque, M. (2005). Social capital, reducing poverty and public policy. Social capital in action. Thematic policy studies. PRI Project Social Capital as a Public Policy Tool, September, Canada.
Loopmans, M. (2001). Spatial structure and the origin of social capital: A geographical reapproach of social theory. In Proceedings of the congress on social capital: Interdisciplinary perspectives. Exeter, 15–20 September, pp. 41–60.
Maluccio, J., Haddad, L., & May, J. (2000). Social capital and Household Welfare in South Africa 1993–98. Journal of Development Studies, 36(6), 54–81.CrossRef
Massoumi, E. (1986). The measurement and decomposition of multidimensional inequality. Econometrica, 54, 991–997.CrossRef
Mc Bride, M. (2001). Relative-income effects on subjective well-being in the cross-section. Journal of Economic Behavior & Organization, 45, 251–278.CrossRef
Mc Cullogh, P., & Nelder, J. A. (1989). Generalized linear model (2nd ed.). London: Chapman and Hall.CrossRef
Narayan, D. (1999). Bonds and bridges. Social capital and poverty. New York: Poverty Group, World Bank.
Narayan, D., & Pritchett, L. (1999). Cents and sociability: Household income and social capital in rural Tanzania. Economic Development and Cultural Change, 47(4), 871–897.CrossRef
North, D. C. (1990). Institutions. Institutional change and economic performance. Cambridge: Cambridge University Press.CrossRef
Olken, B. A. (2006). Do television and radio destroy social capital? Evidence from Indonesian villages. American Economic Journal: Applied Economics, 1(4), 1–33.
Olson, M. (1982). The rise and decline of nations: Economic growth, stagflation and social rigidities. New Haven: Yale University Press.
Pedersen, P. J., & Schmidt, T. D. (2011). Happiness in Europe: Cross-country differences in the determinants of satisfaction with main activity. The Journal of Socio-Economics, 40(5), 480–489.CrossRef
Peterson, B., & Harrel, F. E. (1990). Partial proportional odds models for ordinal response variables. Applied Statistics, 39(2), 205–217.CrossRef
Pradhan, M., & Ravaillon, M. (2000). Measuring poverty using qualitative perceptions of consumption adequacy. Review of Economics and Statistics, 82(3), 462–471.CrossRef
Putnam, R. (1995). Bowling alone: America’s declining social capital. Journal of Democracy, 6(1), 65–78.CrossRef
Putnam, R. (2000). Bowling alone. The collapse and revival of American community. New York: Simon & Shuster.
Putnam, R., Leonardi, R., & Nanetti, R. (1993). Making democracy work: Civic traditions in modern Italy. Princeton: Princeton University Press.
Ravaillon, M., & Lokshin, M. (2002). Self-rated economic welfare in Russia. European Economic Review, 46, 1453–1473.CrossRef
Reimer, W. (2002). Understanding social capital: Its nature and manifestations in rural Canada. A paper prepared for presentation at the CSAA annual conference, Toronto.
Rodriguez-Pose, A., & von Berlepsh, V. (2014). Social capital and individual happiness in Europe. Journal of Happiness Studies, 15(2), 357–386.CrossRef
Rose, R. (1999). What does social capital add to individual welfare? An empirical analysis of Russia. Social capital initiative working paper no. 15. The Washington: World Bank.
Roslan, A.-H., Russayani, I., & Azam, N. A. A. (2010). Does social capital reduce poverty? A case study of rural households in Terengganu, Malaysia. European Journal of Social Sciences, 14(4), 556–566.
Santini, I., & De Pascale, A. (2012a). Social capital and its impact on poverty reduction: Measurement issues in longitudinal and cross-country comparisons. Towards a unified framework in the European Union. Working paper Department of Methods and Models for Economics, Territory and Finance, SAPIENZA University of Rome, 101.
Santini, I., & De Pascale, A. (2012b). Social capital and household poverty in Europe. Working paper Department of Methods and Models for Economics, Territory and Finance, SAPIENZA University of Rome, 109.
Selnik, C. (2003). What can we learn from subjective data? The case of income and well-being. Delta working paper, 06/2003, Paris.
Sen, A. (1982). Poverty and famines: An essay on entitlements and deprivation. Oxford: Clarendon Press.
Sen, A. (2000). Social exclusion: Concept, application and scrutiny. Social development papers no. 1. Office of Environment and Social Development Asian Development Bank, June.
Stanovnik, T., & Verbic, M. (2004). Percption of income satisfaction. An analysis of Slovenian households. HEW 0408003, EconWPA.
Tiepoh, M. G. N., & Reimer, B. (2004). Social capital, information flows and income creation in rural Canada: A cross-community analysis. Journal of Socio-Economics, 33, 427–448.CrossRef
Tomlinson, M., Walker, R. & Williams, G. (2007). Measuring poverty in Britain as a Multidimensional Concept. Barnett papers in Social Research-University of Oxford, 7.
Van Praag, B., & Ferrer-i-Carbonell, A. (2006). A multi-dimensional approach to subjective poverty. In S. Kakwani & J. Silber (Eds.), Quantitative approaches to multidimensional poverty measurement. Palgrave MacMillan: Houndmills.
Van Praag, B. M. S., Fritjers, P., & Ferrer-i-Carbonell, A. (2003). The anatomy of subjective well-being. Journal of Economic Behavior & Organization, 51(1), 29–49.CrossRef
Van Praag, B. M. S., Fritjers, P., & Ferrer-i-Carbonell, A. (2005). A multidimensional approach to subjective poverty. In Proceedings of the international conference on the many dimensions of poverty, Brasilia, 29–31 August.
Van Praag, B. M. S., Goedhart, Th, & Kapteyn, A. (1980). The poverty line—A pilot survey in Europe. The Review of Economics and Statistics, 62(3), 461–465.CrossRef
Van Praag, B. M. S., & Van der Sar, N. (1988). Empirical uses of subjective measures of well-being: Household cost functions and equivalence scales. The Journal of Human Resources, 23(2), 193–210.CrossRef
Whelan, C. T., & Maître, B. (2009). Europeanization of inequality and European reference groups. Journal of European Social Policy, 19(2), 117–130.CrossRef
Williams, R. (2006). Generalized ordered logit/partial proportional odds models for ordinal dependent variables. Stata Journal, 6(1), 58–82.
Woolcock, M. (2002). Social capital in theory and practice: Where do we stand? In J. Isham, T. Kelly, & S. Ramaswamy (Eds.), Social capital and economic development: Well-being in developing countries. Cheltenhem: Edward Elgar.
Woolcock, M., & Narayan, D. (2000). Social capital: Implications for development theory, research, and policy. World Bank Research Observer, 15(2), 225–249.CrossRef
Yip, W., Subramanian, S. V., Mitchell, A. D., Lee, D. T. S., Wang, J., & Kawachi, I. (2007). Does social capital enhance health and well-being? Evidence from rural China. Social Science and Medicine, 64, 35–49.CrossRef
Yusuf, S. A. (2008). Social capital and household welfare in Kwara State, Nigeria. Journal of Human Ecology, 23(3), 219–229.
Metadata
Title
Can Social Capital Affect Subjective Poverty in Europe? An Empirical Analysis Based on a Generalized Ordered Logit Model
Authors
Giuseppina Guagnano
Elisabetta Santarelli
Isabella Santini
Publication date
09-08-2015
Publisher
Springer Netherlands
Published in
Social Indicators Research / Issue 2/2016
Print ISSN: 0303-8300
Electronic ISSN: 1573-0921
DOI
https://doi.org/10.1007/s11205-015-1061-z

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