Abstract
“Three generations under one roof” is an old Chinese saying used to describe a desired living arrangement. The traditional concept of happiness for a Chinese elderly person is being able to “play with grandchildren with candy in mouth, enjoy life with no cares.” In a fast-changing economy like China, how does society, especially the elderly themselves, view these traditional values? Using the 2005 Chinese General Social Survey, we study the determinants of happiness of the Chinese elderly. We are particularly interested in whether living with their child and whether living with their grandchild affect the happiness of the elderly. An important empirical concern is that unobserved permanent income may affect both the living arrangements of the elderly and their level of happiness. We include property ownership variables as proxies and also adopt an instrument variable approach to identify the causal relationship between the elderly’s happiness and their living arrangements. We find that, conditional on living with a grandchild, living with one’s child has a negative effect on the elderly’s happiness. Furthermore, elderly Chinese who live with grandchildren are associated with a much higher degree of happiness than their counterparts.
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Notes
Besides the definition stated above, an alternative definition of an ageing society is one with the population above the age of 65 accounted for 7% of the total population. This particular portion of population in China reached 6.96% in 2000 (The Fifth Census, National Bureau of Statistics of China).
Source: the Statistical Communiqué of the People’s Republic of China on the 2009 National Economic and Social Development.
Oswald (2007) points out that the IV method is among ones that build causality between two variables.
Total family income combines all sources of income from the elderly’s family members, including wages, various bonuses, allowances, profits, dividends, net income from businesses, interest from bank deposits, and contributions from relatives and friends.
A possible proxy for permanent income is the gross square footage of the house where the elderly person resides. Empirically however, it has too many missing values in the data set we use (2005 Chinese General Social Survey). As a result, the number of rooms of a house is adopted as a variable.
As permanent income is not measurable, proxy variables that we use for I i may be contaminated with measurement error that lead to bias in estimating the effect of permanent income on the elderly’s happiness. As mentioned in footnote 9, estimates from instrumenting both family income and living arrangement do not different greatly from the reported main estimates. As a result, we choose not to deal with the measurement error in permanent income.
Due to concerns over the existence of the unobserved factors, we also choose to not include some attitudinal variables that are common in the literature, such as comparing economic status with others, how often one contacts relatives and friends, and opinions on important issues etc, as they might be outcome variables as well and have similar problems of endogeneity.
Due to the cross-sectional nature of our data, we can not eliminate this unobserved factor by comparing changes in individual happiness between periods. Also note that the endogenous variable “living with their children” is dichotomous. Angrist and Krueger (2001) state that, even if the underlying second-stage relationship is nonlinear, linear instrumental variables estimates typically capture an average effect of economic interest analogous to the LATE parameter for dummy endogenous regressors.
As empirically, less than 3% of our sample elderly are working, we choose not to control for this variable. Furthermore, Knight et al. (2009) raise a concern that income may also be endogenous. They use years of education of a respondent’s father and spouse as the instrumental variables of the income variable. We also use these instrumental variables to estimate our model. Since the results do not vary much, these results are not reported.
As all elderly have been married at some point, and if they are married, almost all of them live together, we do not control for the marital status in the study.
We note that the self-rated health may itself be determined by variables that contribute to an elderly’s happiness and are not observed to us. If this is the case, inclusion of this variable may create a bias. Qualitatively, empirical results do not vary much whether we choose to include the variable or not. In the reported version, we choose to include this variable.
The statute can be seen at this web page http://trs.molss.gov.cn/was40/mainframe.htm
The 2005 CGSS does not distinguish between an biological child, a stepchild or an adopted child.
These results are available upon request.
References
Angrist, J. D., & Krueger, A. B. (2001). Instrumental variables and the search for identification: From supply and demand to natural experiments. Journal of Economic Perspectives, 15, 69–85.
Appleton, S., & Song, L. (2008). Life satisfaction in urban China: Components and determinants. World Development, 36, 2325–2340.
Baum, C. F., Schaffer, M. E., & Stillman, S. (2010). ivreg2: Stata module for extended instrumental variables/2SLS, GMM and AC/HAC, LIML, and k-class regression. http://ideas.repec.org/c/boc/bocode/s425401.html.
Blanchflower, D. G., & Oswald, A. J. (2004). Money, sex and happiness: An empirical study. Scandavian Journal of Economics, 106(3), 393–415.
Bollen, K., Glanville, J., & Stecklov, G. (2007). Socio-economic status, permanent income, and fertility: A latent-variable approach. Population Study, 61, 15–34.
Brandt, L., & Holz, C. A. (2006). Spatial price differences in China: Estimates and implications. Economic Development and Cultural Change, 55, 43–86.
Clark, A. E., Frijters, P., & Shields, M. A. (2008). Relative income, happiness, and utility: An explanation for the Easterlin paradox and other puzzles. Journal of Economic Literature, 46(1), 95–144.
Chen, F., & Short, S. E. (2008). Household context and subjective well-being among the oldest old in China. Journal of Family Issues, 29, 1379–1403.
Chen, F., & Liu, G. (2009). Population aging in China. In U. Peter (Ed.), International handbook of population aging (pp. 157–172). New York: Springer.
Chou, K. L., & Chi, I. (1999). Determinants of life satisfaction in Hong Kong Chinese elderly: A longitudinal study. Aging and Mental Health, 3, 328–335.
Coward, R. T., & Cutler, S. J. (1991). The composition of multigenerational households that include elders. Research on Aging, 13, 55–73.
Chen, X., & Silverstein, M. (2000). Intergenerational social support and the psychological wellbeing of older parents in China. Research on Aging, 22(1), 43–65.
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.
Ferrer-i-Carbonell, A., & Frijters, P. (2004). How important is methodology for estimates of the determinants of happiness? Economic Journal, 114(497), 640–659.
Frey, B., & Stutzer, A. (2002). What can economists learn from happiness research? Journal of Economic Literature, 40, 402–435.
Guo, Z. (2000). Family patterns. In P. Xizhe and G. Zhigang (Eds.), The changing population of China (pp. 101–114). Cambridge: Blackwell.
Graham, C., & Felton, A. (2005). Does inequality matter to individual welfare? An initial exploration based on happiness surveys from Latin America. Brookings Working Paper 38.
Helliwell, J. F. (2010). Measuring and understanding subjective well-being. NBER working paper No. W15887.
Jiang, S., Lu, M., & Sato, H. (2009). Happiness in the dual society of urban China: Hukou identity, horizontal iInequality and heterogeneous reference. Global COE Hi-Stat Discussion Paper No. 020.
Kingdon, G., & Knight, J. (2006). Subjective well-being poverty versus income poverty and capabilities poverty? Journal of Development Studies, 42, 1199–1224.
Knight, J., & Gunatilaka, R. (2007). Great expectations? The subjective well-being of rural–urban migrants in China. Department of Economics, University of Oxford, Discussion Paper No. 322.
Knight, J., & Gunatilaka, R. (2008). Aspirations, adaptation and subjective wellbeing of rural–urban migrants in China. Department of Economics, University of Oxford, Discussion Paper No. 381.
Knight, J., Song, L., & Gunatilaka, R. (2009). Subjective well-being and its determinants in rural China. China Economic Review, 20(4), 635–649.
Kolenikov, S., & Angelesy, G. (2009). Socioeconomic status measurement with discrete proxy variables: Is principal component analysis a reliable answer? The Review of Income and Wealth, 55(1), 128–165
Layard, R. (2005). Happiness: Lessons from a new science. New York: Penguin.
Li, Y., Aranda, M. P., & Chi, I. (2007). Health and life satisfaction of ethnic minority older adults in mainland China: Effects of financial strain. International Journal of Aging and Human Development, 64, 361–380.
Oswald, A. J. (2007). Commentary: Human well-being and causality in social epidemiology. International Journal of Epidemiology, 36, 1253–1254.
Population Reference Bureau. (2009). World population data sheet. http://www.prb.org/Publications/Datasheets/2009/2009wpds.aspx.
Roodman, D. (2009). Estimating fully observed recursive mixed-process models with cmp. Center for Global Development. Washington, DC, working paper 168.
Rossi, M., Ferres, D., & Cid, A. (2007). Testing happiness hypothesis among the elderly. http://works.bepress.com/maximo_rossi/28.
Selim, S. (2008). Life satisfaction and happiness in turkey. Social Indicators Research, 88, 531–562.
Sereny, M. D. (2009). Living arrangements of older adults in China: The interplay among preferences, realities, and health. http://www.unfpa.org/webdav/site/global/groups/events_calendar/public/Doha/Sereny_Concordance_Paper.pdf.
Zeng, Y., & Wang, Z. (2003). Dynamics of family and elderly living arrangements in China: New lessons learned from the 2000 census. The China Review, 3(2), 95–119.
Acknowledgments
Data analyzed in this paper were collected by the research project “China General Social Survey (CGSS)” sponsored by the China Social Science Foundation. This research project was carried out by Department of Sociology, Renmin University of China & Social Science Division, Hong Kong Science and Technology University, and directed by Dr. Li Lulu & Dr. Bian Yanjie. The authors appreciate the assistance in providing data by the institutes and individuals aforementioned. The views expressed herein are the authors’ own.
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Chyi, H., Mao, S. The Determinants of Happiness of China’s Elderly Population. J Happiness Stud 13, 167–185 (2012). https://doi.org/10.1007/s10902-011-9256-8
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DOI: https://doi.org/10.1007/s10902-011-9256-8