An analysis of life satisfaction in Albania: An heteroscedastic ordered probit model approach
AbstractThis paper uses the nationally representative Albanian Living Standards Measurement Study survey from 2005 to investigate the determinants of life satisfaction. In common with much of the existing empirical literature that models life satisfaction (or subjective well-being) this paper exploits an ordered probit model. In contrast to the existing literature, however, the current study places an important emphasis on regression model evaluation. Diagnostic testing revealed a number of econometric model deficiencies but the explicit incorporation of a variance function into the ordered probit model resolved all detected problems. The tenor of the key findings generally reflects that found in the literature on the determinants of life satisfaction for both advanced capitalist and transitional economies. However, a number of additional themes with a strong Albanian dimension were interrogated. In particular, our study revealed evidence of long memories among Albanian respondents with respect to the collapse of that country's notorious pyramid schemes and the scarring effects of the episode continue to impact on life satisfaction even with the passage of almost eight years. A sizeable effect for communal level criminal activity on life satisfaction was also detected. In addition, our econometric estimates also provided some empirical insights on the monetary value of friendship and the costs of children.
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Bibliographic InfoArticle provided by Elsevier in its journal Journal of Economic Behavior & Organization.
Volume (Year): 81 (2012)
Issue (Month): 3 ()
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Web page: http://www.elsevier.com/locate/jebo
Ordered probit; Heteroscedasticity; Albania;
Other versions of this item:
- Julie Litchfield & Barry Reilly & Mario Veneziani, 2010. "An Analysis of Life Satisfaction in Albania: An Heteroscedastic Ordered Probit Model Approach," Working Paper Series 0310, Department of Economics, University of Sussex.
- C25 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Discrete Regression and Qualitative Choice Models; Discrete Regressors; Proportions
- D60 - Microeconomics - - Welfare Economics - - - General
- I31 - Health, Education, and Welfare - - Welfare and Poverty - - - General Welfare
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