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Weighting life domains with Data Envelopment Analysis

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Author Info

  • Jorge Guardiola

    ()
    (University of Granada)

  • Andrés J. Picazo-Tadeo

    ()
    (University of Valencia)

Abstract

The specialised literature has frequently addressed the relationship between life domains and people’s satisfaction with life. Some researchers have posed questions regarding the importance of domains, therefore interpreting them as weights and creating domain satisfaction indices. This paper employs Data Envelopment Analysis (DEA) and Multi-Criteria-Decision-Making (MCDM) techniques to obtain a series of computer-based weightings for life domains from a sample of 178 people living in a rural community in Yucatan (Mexico). The main feature of these weightings is that they might differ from one individual or domain to another. Consequently, several weighting schemes are used to compute different DEA-based life satisfaction indices and also a constant equally-weighted index. Based on the goodness-of-fit criteria commonly employed in this literature, our main result is that computer DEA-based indicators do not improve the relationship with selfreported life satisfaction in comparison to the equally-weighted index of life satisfaction.

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Bibliographic Info

Paper provided by Department of Applied Economics II, Universidad de Valencia in its series Working Papers with number 1311.

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Length: 22 pages
Date of creation: Apr 2013
Date of revision:
Handle: RePEc:eec:wpaper:1311

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Keywords: Data Envelopment Analysis; domains of life satisfaction; life satisfaction indicators; Multi-Criteria-Decision-Making; weightings;

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References

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  1. Chia-Huei Wu & Grace Yao, 2006. "Do We Need to Weight Item Satisfaction by Item Importance? A Perspective from Locke’s Range-Of-Affect Hypothesis," Social Indicators Research, Springer, vol. 79(3), pages 485-502, December.
  2. Jorge Guardiola & Francisco González-Gómez & Ángel Lendechy Grajales, 2013. "The Influence of Water Access in Subjective Well-Being: Some Evidence in Yucatan, Mexico," Social Indicators Research, Springer, vol. 110(1), pages 207-218, January.
  3. Valerie Møller & Willem Saris, 2001. "The Relationship between Subjective Well-being and Domain Satisfactions in South Africa," Social Indicators Research, Springer, vol. 55(1), pages 97-114, July.
  4. Chang-ming Hsieh, 2004. "To Weight or not to Weight: The Role of Domain Importance in Quality of Life Measurement," Social Indicators Research, Springer, vol. 68(2), pages 163-174, September.
  5. Mònica González & Germà Coenders & Marc Saez & Ferran Casas, 2010. "Non-linearity, Complexity and Limited Measurement in the Relationship Between Satisfaction with Specific Life Domains and Satisfaction with Life as a Whole," Journal of Happiness Studies, Springer, vol. 11(3), pages 335-352, June.
  6. Antonio Jurado & Jesus Perez-Mayo, 2012. "Construction and Evolution of a Multidimensional Well-Being Index for the Spanish Regions," Social Indicators Research, Springer, vol. 107(2), pages 259-279, June.
  7. Fare, Rolf & Knox Lovell, C. A., 1978. "Measuring the technical efficiency of production," Journal of Economic Theory, Elsevier, vol. 19(1), pages 150-162, October.
  8. Bernard M.S. van Praag & P. Frijters & A. Ferrer-i-Carbonell, 2002. "The Anatomy of Subjective Well-being," Tinbergen Institute Discussion Papers 02-022/3, Tinbergen Institute.
  9. Per Andersen & Niels Christian Petersen, 1993. "A Procedure for Ranking Efficient Units in Data Envelopment Analysis," Management Science, INFORMS, vol. 39(10), pages 1261-1264, October.
  10. Akihiro Hashimoto & Migaku Kodama, 1997. "Has Livability of Japan Gotten Better for 1956–1990?: a Dea Approach," Social Indicators Research, Springer, vol. 40(3), pages 359-373, May.
  11. Rojas, Mariano, 2008. "Experienced Poverty and Income Poverty in Mexico: A Subjective Well-Being Approach," World Development, Elsevier, vol. 36(6), pages 1078-1093, June.
  12. André, Francisco J. & Herrero, Inés & Riesgo, Laura, 2010. "A modified DEA model to estimate the importance of objectives with an application to agricultural economics," Omega, Elsevier, vol. 38(5), pages 371-382, October.
  13. Osman Zaim & Rolf Färe & Shawna Grosskopf, 2001. "An Economic Approach to Achievement and Improvement Indexes," Social Indicators Research, Springer, vol. 56(1), pages 91-118, October.
  14. Chia-Huei Wu, 2008. "Can We Weight Satisfaction Score with Importance Ranks Across Life Domains?," Social Indicators Research, Springer, vol. 86(3), pages 469-480, May.
  15. Eduardo Wills, 2009. "Spirituality and Subjective Well-Being: Evidences for a New Domain in the Personal Well-Being Index," Journal of Happiness Studies, Springer, vol. 10(1), pages 49-69, March.
  16. Laurens Cherchye & Willem Moesen & Nicky Rogge & Tom Puyenbroeck, 2007. "An Introduction to ‘Benefit of the Doubt’ Composite Indicators," Social Indicators Research, Springer, vol. 82(1), pages 111-145, May.
  17. Chang-ming Hsieh, 2003. "Counting Importance: The Case of Life Satisfaction and Relative Domain Importance," Social Indicators Research, Springer, vol. 61(2), pages 227-240, February.
  18. Robert Cummins, 1996. "The domains of life satisfaction: An attempt to order chaos," Social Indicators Research, Springer, vol. 38(3), pages 303-328, January.
  19. Bruce Headey & Ruut Veenhoven & Alex Wearing, 1991. "Top-down versus bottom-up theories of subjective well-being," Social Indicators Research, Springer, vol. 24(1), pages 81-100, February.
  20. Mónica Domínguez-Serrano & Francisco Blancas, 2011. "A Gender Wellbeing Composite Indicator: The Best-Worst Global Evaluation Approach," Social Indicators Research, Springer, vol. 102(3), pages 477-496, July.
  21. Mariano Rojas, 2006. "Life satisfaction and satisfaction in domains of life: is it a simple relationship?," Journal of Happiness Studies, Springer, vol. 7(4), pages 467-497, November.
  22. Ernest Reig-Martínez & José A. Gómez-Limón & Andrés J. Picazo-Tadeo, 2010. "Ranking farms with a composite indicator of sustainability," Working Papers 1005, Department of Applied Economics II, Universidad de Valencia.
  23. Charnes, A. & Cooper, W. W. & Rhodes, E., 1978. "Measuring the efficiency of decision making units," European Journal of Operational Research, Elsevier, vol. 2(6), pages 429-444, November.
  24. Allen, R. & Thanassoulis, E., 2004. "Improving envelopment in data envelopment analysis," European Journal of Operational Research, Elsevier, vol. 154(2), pages 363-379, April.
  25. Zhou, P. & Ang, B.W. & Poh, K.L., 2007. "A mathematical programming approach to constructing composite indicators," Ecological Economics, Elsevier, vol. 62(2), pages 291-297, April.
  26. Tone, Kaoru, 2001. "A slacks-based measure of efficiency in data envelopment analysis," European Journal of Operational Research, Elsevier, vol. 130(3), pages 498-509, May.
  27. Knox Lovell, C. A. & Pastor, Jesus T. & Turner, Judi A., 1995. "Measuring macroeconomic performance in the OECD: A comparison of European and non-European countries," European Journal of Operational Research, Elsevier, vol. 87(3), pages 507-518, December.
  28. Pilar Murias & Fidel Martinez & Carlos Miguel, 2006. "An Economic Wellbeing Index for the Spanish Provinces: A Data Envelopment Analysis Approach," Social Indicators Research, Springer, vol. 77(3), pages 395-417, 07.
  29. Li, Xiao-Bai & Reeves, Gary R., 1999. "A multiple criteria approach to data envelopment analysis," European Journal of Operational Research, Elsevier, vol. 115(3), pages 507-517, June.
  30. Charnes, A. & Cooper, W. W. & Huang, Z. M. & Sun, D. B., 1990. "Polyhedral Cone-Ratio DEA Models with an illustrative application to large commercial banks," Journal of Econometrics, Elsevier, vol. 46(1-2), pages 73-91.
  31. Chia-huei Wu & Grace Yao, 2007. "Importance has been Considered in Satisfaction Evaluation: an Experimental Examination of Locke’s Range-of-affect Hypothesis," Social Indicators Research, Springer, vol. 81(3), pages 521-541, May.
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