Horizontal and vertical contexts on Europeans’ Well-Being
- Fernando Bruna 1
- Isabel Neira 2
- Marta Portela 2
- 1 Universidade da Cpruña
-
2
Universidade de Santiago de Compostela
info
ISSN: 1578-4487
Year of publication: 2019
Volume: 19
Issue: 2
Pages: 37-56
Type: Article
More publications in: Applied econometrics and international development
Sustainable development goals
Abstract
This paper analyzes the economic and social contextual determinants of individual life satisfaction and happiness across Europe. We provide new theoretical and empirical arguments about the consequences of horizontal and vertical spatial dependences in multilevel models. Using individual European data we estimate a random effects spatial lag of X (SLX) hierarchical model, which allows for local spillovers of contextual factors to neighboring regions defined at several aggregation levels. Our results not only confirm the role of regional contextual factors but the significance of the spatial lags of those contextual factors, probably indicating the presence of clustered latent variables
Bibliographic References
- Arcaya M., M. Brewster, C.M. Zigler And S.V. Subramanian (2012. Area Variations In Health: A Spatial Multilevel Modeling Approach. Health & Place 18(4), 824–831.
- Aslam, A. and L. Corrado (2012). The geography of well-being. Journal of Economic Geography 12(3), 627–649.
- Ballas, D. and M. Tranmer (2012). Happy People or Happy Places? A Multilevel Modeling Ap- proach to the Analysis of Happiness and Well-Being. International Regional Science Review 35(1), 70–102.
- Becchetti, L., L. Corrado and F. Rossetti (2010). The Heterogeneous Effects of Income Changes on Happiness. Social Indicators Research 104(3), 387–406.
- Bell, A. and K. Jones (2015). Explaining Fixed Effects: Random Effects Modeling of Time-Series Cross-Sectional and Panel Data. Political Science Research and Methods 3(01), 133– 153.
- Bruna, F., A. Faíña and J. Lopez-Rodriguez (2014). Market Potential and the curse of distance in European regions. MPRA Paper 56747. University Library of Munich, Munich. On line: http://ideas.repec.org/p/pra/mprapa/56747.html.
- Bruna, F., J. Lopez-Rodriguez and A. Faíña (2016). Market Potential, Spatial Dependences and Spillovers in European Regions. Regional Studies 50(9), 1551-1563.
- Bruni, L. And L. Stanca (2008). Watching Alone: Relational Goods, Television And Happiness.Journal Of Economic Behavior And Organization 65(3), 506–528.
- Chasco, C. and J. Le Gallo (2012). Hierarchy and spatial autocorrelation effects in hedonic mod- els. Economics Bulletin 32(2), 1474–1480.
- Coleman, J. (1990). Foundations Of Social Theory. Belknap Press Of Harvard University Press, Cambridge, Mass.
- Corrado, L. and B. Fingleton (2012). Where Is The Economics In Spatial Econometrics? Journal of Regional Science 52(2), 210–239.
- Diener, E. (1984). Subjective Well-Being. Psychological Bulletin 95, 542-575.
- Diener, E., Oishi, S. And Lucas, R.E. (2003). Personality, Culture, And Subjective Well-Being: Emotional And Cognitive Evaluations Of Life. Annual Review Of Psychology 54, 403- 425.
- Dong, G. and R. Harris (2015). Spatial Autoregressive Models for Geographically Hierarchical Data Structures. Geographical Analysis 47(2), 173–191.
- Easterlin, R. (1974). Does Economic Growth Improve The Human A Lot? Some Empirical Evi- dence. In David, P.A. And M.W. Reder (Eds.), Nations And Households In Economic Growth: Essays In Honor Of Moses Abramovitz. Academic Press, New York.
- Easterlin, R.A. (2001). Income And Happiness: Towards A Unified Theory. The Economic Jour- nal 111(473), 465-484.
- Elhorst, J. P. and A. S. Zeilstra (2007). Labour force participation rates at the regional and na- tional levels of the European Union: An integrated analysis. Papers in Regional Science 86(4), 525–549.
- Engelbrecht, H.-J. (2009). Natural Capital, Subjective Well-Being, And The New Welfare Eco- nomics Of Sustainability: Some Evidence From Cross-Country Regressions, Ecological Economics 69(2), 380-388.
- Fazio, G. and L. Lavecchia (2013). Social Capital Formation across Space Proximity and Trust in European Regions. International Regional Science Review 36(3), 296–321.
- Ferrer-i-Carbonell, A. and P. Frijters (2004). How Important is Methodology for the estimates of the determinants of Happiness?. The Economic Journal 114(497), 641–659.
- Frey, B. S. and A. Stutzer (2002). Happiness and Economics: How the Economy and Institutions Affect Human Well-Being. Princeton University Press.
- Gasper, D. (2004). Human Well-Being: Concepts And Conceptualizations. In Mcgillivray, M. (Ed.), Measuring Well-Being. Unu-Wider, Helsinki.
- Gelfand, A. E., S. Banerjee, C. F. Sirmans, Y. Tu and S. Eng Ong (2007). Multilevel modeling using spatial processes: Application to the Singapore housing market. Computational Statistics & Data Analysis 51(7), 3567–3579.
- Gui, B. And Sugden, R. (2005) Economics And Social Interaction: Accounting For Interpersonal Relations. Cambridge University Press
- Heck, R. H. and S. L. Thomas (2008). An Introduction to Multilevel Modeling Techniques. Routledge, New York.
- Helliwell, J.F. And Putnam, R.D. (2004). The Social Context Of Well-Being. Philosophical Transactions Of The Royal Society B, 359, 1435-1446.
- Inaba, Y. (2013). What’s Wrong with Social Capital? Critiques from Social Science. In: Kawachi, I., S. Takao, and S.V. Subramanian (Eds.), Global Perspectives on Social Capital and Health, pp. 323–342. Springer Science & Business Media.
- LeSage, J. P. (2014). What Regional Scientists Need to Know about Spatial Econometrics. The Review of Regional Studies 44(1), 13–32.
- Manski, C. F. (1993). Identification of Endogenous Social Effects: The Reflection Problem. Re- view of Economic Studies 60(3), 531–542.
- Morenoff, J. D. (2003). Neighborhood Mechanisms and the Spatial Dynamics of Birth Weight. American Journal of Sociology 108(5), 976–1017.
- Mundlak, Y. (1978). On the Pooling of Time Series and Cross Section Data. Econometrica 46(1), 69–85.
- Neira, I., F. Bruna, M. Portela and A. García-Aracil. (2018): Individual Well-Being, Geograph- ical Heterogeneity and Social Capital. Journal of Happiness Studies 19(4), 1067-1090.
- Neira, I., E. Vázquez and M. Portela (2009). An Empirical Analysis of Social Capital and Eco- nomic Growth in Europe (1980–2000). Social Indicators Research 92(1), 111–129.
- Olson, M. (1982). The Rise And Decline Of Nations—Economic Growth, Stagflation, And Social Rigidities. Yale University Press, New Haven And London.
- Orford, S. (2000). Modelling Spatial Structures in Local Housing Market Dynamics: A Multilevel Perspective. Urban Studies 37(9), 1643–1671.
- Owen, G., R. Harris and K. Jones (2015). Under examination Multilevel models, geography and health research. Progress in Human Geography 0309132515580814.
- Paredes, D. (2013). The Role of Human Capital, Market Potential and Natural Amenities in Un- derstanding Spatial Wage Disparities in Chile. Spatial Economic Analysis 8(2), 154– 175.
- Pierewan, A. C. and G. Tampubolon (2014). Spatial dependence multilevel model of well-being across regions in Europe. Applied Geography 47, 168–176.
- Pierewan, A. C. And G. Tampubolon (2015). Happiness And Health In Europe: A Multivariate Multilevel Model. Applied Research In Quality Of Life 10(2), 237–252. Pittau, M. G., R. Zelli And A. Gelman (2010). Economic Disparities And Life Satisfaction In European Regions. Social Indicators Research 96(2), 339–361.
- Portela, M., I. Neira and M. del M. Salinas-Jiménez (2013). Social Capital and Subjective Well- being in Europe: A New Approach on Social Capital. Social Indicators Research 114(2), 493–511.
- Putnam, R.D. (1993). Making Democracy Work: Civic Traditions In Modern Italy. Princeton University Press, Princeton, N.J.
- Ren, Z., J. Wang, Y. Liao and X. Zheng (2013). Using spatial multilevel regression analysis to assess soil type contextual effects on neural tube defects. Stochastic Environmental Re- search and Risk Assessment 27(7), 1695–1708.
- Rodríguez-Pose, A. and V. von Berlepsch (2014). Social Capital and Individual Happiness in Europe. Journal of Happiness Studies 15(2), 357–386.
- Savitz, N. V. and S. W. Raudenbush (2009). Exploiting Spatial Dependence to Improve Meas- urement of Neighborhood Social Processes. Sociological Methodology 39(1), 151–183. Snijders, T. A. B. and R. Bosker (2012). Multilevel Analysis: An Introduction to Basic and Ad-vanced Multilevel Modeling. SAGE Publications Ltd, Los Angeles, Calif.
- Travers, P. And S. Richardson (1993). Living Decently. Material Well-Being in Australia. Oxford University Press, Melbourne.
- Veenhoven, R. (2009). Well-being in nations and well-being of nations: is there a conflict be- tween individual and society? Social Indicators Research 91(1), 5–21.
- Wang, M. and M. C. S. Wong (2014). Happiness and Leisure Across Countries: Evidence from International Survey Data. Journal of Happiness Studies 15(1), 85-118.
- Uhlaner, C. J. (1989). Relational Goods And Participation: Incorporating Sociability Into A The- ory Of Rational Action. Public Choice 62, 253-285.