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An Analysis of Life Satisfaction in Albania: An Heteroscedastic Ordered Probit Model Approach

Author

Listed:
  • Julie Litchfield

    (Department of Economics, University of Sussex)

  • Barry Reilly

    (Department of Economics, University of Sussex)

  • Mario Veneziani

    (Università Cattolica del Sacro Cuore, Italy)

Abstract

This paper uses the nationally representative Albanian Living Standards Measurement Survey from 2005 to investigate the determinants of life satisfaction. In common with much of the existing empirical economics 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 an heteroscedastic 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 crime activity on life satisfaction was also detected. In addition, our econometric estimates provided some empirical insights on the monetary value of friendship and the costs of children.

Suggested Citation

  • 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 Business School.
  • Handle: RePEc:sus:susewp:0310
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    5. Biagi, Bianca & Ladu, Maria Gabriela & Meleddu, Marta, 2018. "Urban Quality of Life and Capabilities: An Experimental Study," Ecological Economics, Elsevier, vol. 150(C), pages 137-152.
    6. Qinglong Shao, 2022. "Exploring the promoting effect of working time reduction on life satisfaction using Germany as a case study," Palgrave Communications, Palgrave Macmillan, vol. 9(1), pages 1-8, December.
    7. Michal Brzezinski, 2019. "Diagnosing Unhappiness Dynamics: Evidence from Poland and Russia," Journal of Happiness Studies, Springer, vol. 20(7), pages 2291-2327, October.
    8. Sen Guo & Huiru Zhao & Chunjie Li & Haoran Zhao & Bingkang Li, 2016. "Significant Factors Influencing Rural Residents’ Well-Being with Regard to Electricity Consumption: An Empirical Analysis in China," Sustainability, MDPI, vol. 8(11), pages 1-13, November.
    9. Yan Meng & Shi Kai, 2019. "Subjective Well-Being and Job Types: New Evidence From China," Economics and Culture, Sciendo, vol. 16(1), pages 24-31, June.
    10. Timothy A. Weterings & Mark N. Harris & Bruce Hollingsworth, 2012. "Extending Unobserved Heterogeneity - A Strategy for Accounting for Respondent Perceptions in the Absence of Suitable Data," Monash Econometrics and Business Statistics Working Papers 12/12, Monash University, Department of Econometrics and Business Statistics.
    11. Jikhan Jeong, 2020. "Identifying Consumer Preferences from User- and Crowd-Generated Digital Footprints on Amazon.com by Leveraging Machine Learning and Natural Language Processing," 2020 Papers pje208, Job Market Papers.
    12. Zhou Xun & Michel Lubrano, 2022. "Preference for Redistribution, Poverty Perception among Chinese Migrants," Working Papers hal-03886239, HAL.
    13. Lotte Staelens & Sam Desiere & Céline Louche & Marijke D’haese, 2018. "Predicting job satisfaction and workers’ intentions to leave at the bottom of the high value agricultural chain: Evidence from the Ethiopian cut flower industry," Post-Print hal-04352116, HAL.
    14. Tekleselassie, Tsegay Gebrekidan, 2016. "Three essays on the impact of institutions and policies on socio-economic outcomes," Economics PhD Theses 1316, Department of Economics, University of Sussex Business School.
    15. Drishti, Elvisa & Carmichael, Fiona, 2022. "Life satisfaction and job insecurity: Evidence from Albania," GLO Discussion Paper Series 1072, Global Labor Organization (GLO).
    16. ÇAGLAYAN, Ebru & UN, Turgut, 2012. "Heteroscedastic Probit Model: An Application Of Home Ownership In Turkey," Regional and Sectoral Economic Studies, Euro-American Association of Economic Development, vol. 12(2).
    17. Alem, Yonas & Köhlin, Gunnar, 2012. "Life Satisfaction in Urban Ethiopia: Trends and determinants," Working Papers in Economics 548, University of Gothenburg, Department of Economics.
    18. Staelens, Lotte & Louche, Céline & D’Haese, Marijke, 2014. "Understanding job satisfaction in a labor intensive sector: Empirical evidence from the Ethiopian cut flower industry," 2014 International Congress, August 26-29, 2014, Ljubljana, Slovenia 182815, European Association of Agricultural Economists.

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    More about this item

    Keywords

    Albania; life satisfaction; household welfare; ordered probit model; heteroscedasticity;
    All these keywords.

    JEL classification:

    • C25 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Discrete Regression and Qualitative Choice Models; Discrete Regressors; Proportions; Probabilities
    • D60 - Microeconomics - - Welfare Economics - - - General
    • I31 - Health, Education, and Welfare - - Welfare, Well-Being, and Poverty - - - General Welfare, Well-Being

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