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Heterogeneity in Subjective Wellbeing: An Application to Occupational Allocation in Africa

  • Falco, Paolo

    ()

    (University of Oxford)

  • Maloney, William F.

    ()

    (World Bank)

  • Rijkers, Bob

    ()

    (World Bank)

  • Sarrias, Mauricio

    ()

    (Cornell University)

By exploiting recent advances in mixed (stochastic parameter) ordered probit estimators and a unique longitudinal dataset from Ghana, this paper examines the distribution of subjective wellbeing across sectors of employment and offers insights into the functioning of developing country labor markets. We find little evidence for the overall inferiority of the small firm informal sector: there is not a robust average satisfaction premium for formal work vis a vis self-employment or informal salaried work and, in fact, informal firm owners who employ others are on average significantly happier than formal workers. Moreover, the estimated underlying random parameter distributions unveil substantial latent heterogeneity in subjective wellbeing around the central tendency that fixed parameter models cannot detect. All job categories contain both relatively happy and disgruntled workers. Concretely, roughly 67%, 50%, 40% and 59% prefer being a small firm employer, sole proprietor, informal salaried, and civic worker respectively, to formal work. Hence, there is a high degree of overlap in the distribution of satisfaction across sectors. The results are robust to the inclusion of fixed effects, and using alternate measures of satisfaction. Job characteristics, self-perceived autonomy and experimentally elicited measures of attitudes toward risk do not appear to explain these distributional patterns.

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Paper provided by Institute for the Study of Labor (IZA) in its series IZA Discussion Papers with number 7057.

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Length: 50 pages
Date of creation: Nov 2012
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Handle: RePEc:iza:izadps:dp7057
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  1. Oswald, Andrew J, 1997. "Happiness and Economic Performance," Economic Journal, Royal Economic Society, vol. 107(445), pages 1815-31, November.
  2. Bruno S. Frey & Matthias Benz, . "Being Independent is a Great Thing: Subjective Evaluations of Self-Employment and Hierarchy," IEW - Working Papers 135, Institute for Empirical Research in Economics - University of Zurich.
  3. Pradhan, M.P. & van Soest, A.H.O., 1997. "Household labor supply in urban areas of Bolivia," Other publications TiSEM dba82438-cf2e-4d92-975b-a, Tilburg University, School of Economics and Management.
  4. Markus Poschke, 2013. "‘Entrepreneurs out of necessity’: a snapshot," Applied Economics Letters, Taylor & Francis Journals, vol. 20(7), pages 658-663, May.
  5. David Revelt & Kenneth Train, 1998. "Mixed Logit With Repeated Choices: Households' Choices Of Appliance Efficiency Level," The Review of Economics and Statistics, MIT Press, vol. 80(4), pages 647-657, November.
  6. Winkelmann, Liliana & Winkelmann, Rainer, 1998. "Why Are the Unemployed So Unhappy? Evidence from Panel Data," Economica, London School of Economics and Political Science, vol. 65(257), pages 1-15, February.
  7. Måns Söderbom & Francis Teal & Anthony Wambugu & Godius Kahyarara, 2004. "The Dynamics of Returns to Education in Kenyan and Tanzanian Manufacturing," Development and Comp Systems 0409041, EconWPA.
  8. Gong, Xiaodong & van Soest, Arthur, 2002. "Wage differentials and mobility in the urban labour market: a panel data analysis for Mexico," Labour Economics, Elsevier, vol. 9(4), pages 513-529, September.
  9. Andrew E. Clark & Claudia Senik, 2010. "Will GDP growth increase happiness in developing countries?," PSE Working Papers halshs-00564985, HAL.
  10. David Hensher & William Greene, 2003. "The Mixed Logit model: The state of practice," Transportation, Springer, vol. 30(2), pages 133-176, May.
  11. Stefan Boes & Rainer Winkelmann, 2006. "The Effect of Income on Positive and Negative Subjective Well-Being," SOI - Working Papers 0605, Socioeconomic Institute - University of Zurich.
  12. Launov, Andrey & Günther, Isabel, 2006. "Competitive and Segmented Informal Labor Markets," Proceedings of the German Development Economics Conference, Berlin 2006 16, Verein für Socialpolitik, Research Committee Development Economics.
  13. López Bóo, Florencia & Madrigal, Lucia & Pagés, Carmen, 2009. "Part-Time Work, Gender and Job Satisfaction: Evidence from a Developing Country," IZA Discussion Papers 3994, Institute for the Study of Labor (IZA).
  14. Abrevaya, Jason, 1997. "The equivalence of two estimators of the fixed-effects logit model," Economics Letters, Elsevier, vol. 55(1), pages 41-43, August.
  15. William Greene, 2004. "The behaviour of the maximum likelihood estimator of limited dependent variable models in the presence of fixed effects," Econometrics Journal, Royal Economic Society, vol. 7(1), pages 98-119, 06.
  16. Train,Kenneth E., 2009. "Discrete Choice Methods with Simulation," Cambridge Books, Cambridge University Press, number 9780521766555, Junio.
  17. William H. Greene & David A. Hensher, 2010. "Ordered Choices and Heterogeneity in Attribute Processing," Journal of Transport Economics and Policy, University of Bath, vol. 44(3), pages 331-364, September.
  18. Paolo Falco & Andrew Kerr & Neil Rankin & Justin Sandefur & Francis Teal, 2010. "The Returns to formality and Informality in Urban Africa," CSAE Working Paper Series 2010-03, Centre for the Study of African Economies, University of Oxford.
  19. Benhassine, Najy & Fafchamps, Marcel & Söderbom, Måns, 2006. "Wage Gaps and Job Sorting in African Manufacturing," CEPR Discussion Papers 6003, C.E.P.R. Discussion Papers.
  20. Das, J.W.M. & van Soest, A.H.O., 1996. "A panel data model for subjective information on household income growth," Other publications TiSEM a6683363-b5a6-4fe7-b062-7, Tilburg University, School of Economics and Management.
  21. Carrington, William J & McCue, Kristin & Pierce, Brooks, 1996. "The Role of Employer-Employee Interactions in Labor Market Cycles: Evidence from the Self-Employed," Journal of Labor Economics, University of Chicago Press, vol. 14(4), pages 571-602, October.
  22. Guillermo E. Perry & William F. Maloney & Omar S. Arias & Pablo Fajnzylber & Andrew D. Mason & Jaime Saavedra-Chanduvi, 2007. "Informality : Exit and Exclusion," World Bank Publications, The World Bank, number 6730, November.
  23. Bhat, Chandra R., 2001. "Quasi-random maximum simulated likelihood estimation of the mixed multinomial logit model," Transportation Research Part B: Methodological, Elsevier, vol. 35(7), pages 677-693, August.
  24. Clark, Andrew E. & Senik, Claudia, 2009. "Who Compares to Whom? The Anatomy of Income Comparisons in Europe," IZA Discussion Papers 4414, Institute for the Study of Labor (IZA).
  25. Benz, Matthias & Frey, Bruno S., 2008. "The value of doing what you like: Evidence from the self-employed in 23 countries," Journal of Economic Behavior & Organization, Elsevier, vol. 68(3-4), pages 445-455, December.
  26. Francis Teal & Justin Sandefur, 2010. "The Returns to Formality and Informality in Urban Africa," Economics Series Working Papers CSAE WPS/2010-03, University of Oxford, Department of Economics.
  27. Gong, X. & van Soest, A.H.O. & Villagomez, E., 2000. "Mobility in the Urban Labor Market : A Panel Data Analysis for Mexico," Discussion Paper 2000-46, Tilburg University, Center for Economic Research.
  28. Pratap, Sangeeta & Quintin, Erwan, 2006. "Are labor markets segmented in developing countries? A semiparametric approach," European Economic Review, Elsevier, vol. 50(7), pages 1817-1841, October.
  29. Carmen Pages & Lucia Madrigal, 2008. "Is Informality a Good Measure of Job Quality? Evidence from Job Satisfaction Data," Research Department Publications 4603, Inter-American Development Bank, Research Department.
  30. Bosch, Mariano & Maloney, William F., 2007. "Comparative Analysis of Labor Market Dynamics Using Markov Processes: An Application to Informality," IZA Discussion Papers 3038, Institute for the Study of Labor (IZA).
  31. Bruno S. Frey & Alois Stutzer, . "What can Economists Learn from Happiness Research?," IEW - Working Papers 080, Institute for Empirical Research in Economics - University of Zurich.
  32. Funkhouser, Edward, 1996. "The urban informal sector in Central America: Household survey evidence," World Development, Elsevier, vol. 24(11), pages 1737-1751, November.
  33. Clark, Andrew E., 1997. "Job satisfaction and gender: Why are women so happy at work?," Labour Economics, Elsevier, vol. 4(4), pages 341-372, December.
  34. Blanchflower, D.G. & Oswald, A., 1991. "What Makes an Entrepreneur?," Economics Series Working Papers 99125, University of Oxford, Department of Economics.
  35. Paolo Falco & William F. Maloney & Bob Rijkers & Mauricio Sarrias, 2010. "Heterogeneity in Subjective Wellbeing: An Application to Occupational Allocation in Africa," DOCUMENTOS CEDE 010494, UNIVERSIDAD DE LOS ANDES-CEDE.
  36. Pradhan, Menno & van Soest, Arthur, 1995. "Formal and informal sector employment in urban areas of Bolivia," Labour Economics, Elsevier, vol. 2(3), pages 275-297, September.
  37. Gindling, T. H. & Newhouse, David, 2012. "Self-employment in the developing world," Policy Research Working Paper Series 6201, The World Bank.
  38. Bernard M. S. van Praag & P. Frijters & Ada Ferrer-i-Carbonell, 2001. "The Anatomy of Subjective Well-Being," Discussion Papers of DIW Berlin 265, DIW Berlin, German Institute for Economic Research.
  39. Richard B. Freeman, 1977. "Job Satisfaction as an Economic Variable," NBER Working Papers 0225, National Bureau of Economic Research, Inc.
  40. Evans, David S & Leighton, Linda S, 1989. "Some Empirical Aspects of Entrepreneurship," American Economic Review, American Economic Association, vol. 79(3), pages 519-35, June.
  41. Ada Ferrer-i-Carbonell & Paul Frijters, 2002. "How important is Methodology for the Estimates of the Determinants of Happiness?," Tinbergen Institute Discussion Papers 02-024/3, Tinbergen Institute.
  42. Greene,William H. & Hensher,David A., 2010. "Modeling Ordered Choices," Cambridge Books, Cambridge University Press, number 9780521142373, Junio.
  43. David G. Blanchflower, 2000. "Self-Employment in OECD Countries," NBER Working Papers 7486, National Bureau of Economic Research, Inc.
  44. Cunningham, Wendy V. & Maloney, William F., 1998. "Heterogeneity among Mexico's micro-enterprises - an application of factor and cluster analysis," Policy Research Working Paper Series 1999, The World Bank.
  45. Ravallion, Martin & Lokshin, Michael, 2002. "Self-rated economic welfare in Russia," European Economic Review, Elsevier, vol. 46(8), pages 1453-1473, September.
  46. Andrew E. Clark, 2005. "What Makes a Good Job? Evidence from OECD Countries," Post-Print halshs-00754731, HAL.
  47. Livingstone, Ian, 1991. "A reassessment of Kenya's rural and urban informal sector," World Development, Elsevier, vol. 19(6), pages 651-670, June.
  48. George A. Akerlof & Andrew K. Rose & Janet L. Yellen, 1988. "Job Switching and Job Satisfaction in the U.S. Labor Market," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 19(2), pages 495-594.
  49. Mulinge, Munyae & Mueller, Charles W., 1998. "Employee job satisfaction in developing countries: The case of Kenya," World Development, Elsevier, vol. 26(12), pages 2181-2199, December.
  50. Maloney, William F, 1999. "Does Informality Imply Segmentation in Urban Labor Markets? Evidence from Sectoral Transitions in Mexico," World Bank Economic Review, World Bank Group, vol. 13(2), pages 275-302, May.
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