Wellbeing index avoiding scaling and weights

Resumen

Las medidas de bienestar existentes difieren en términos de número y formato de elementos, factores que se miden, métodos de agregación y no son comparables. Una medida de bienestar implica combinar un número n de indicadores y la calidad de la medida depende de las propiedades de los procedimientos de combinación adoptados. El artículo propone dos métodos de agregación sin supuestos para satisfacer las propiedades deseadas de un índice en términos de similitud de coseno y Media Geométrica (GM), evitando problemas asociados con el escalado de datos brutos y la elección de pesos. Se proporciona una ilustración empírica sobre la aplicación de las medidas propuestas. Los índices propuestos brindan una mejor admisibilidad de las operaciones y satisfacen propiedades como la prueba de inversión del tiempo, la formación de índices en cadena, el cálculo de la media del grupo y las pruebas estadísticas para la comparación en el tiempo y el espacio. El índice preferido se puede construir incluso para datos longitudinales asimétricos y ayuda a reflejar la trayectoria de mejora registrada por un país/región a lo largo del tiempo. Se prefiere el índice basado en GM debido a áreas de aplicación más amplias. El índice se puede utilizar además para clasificar países, subgrupos e incluso personas con morbilidad en términos de valores generales de bienestar. Se sugieren estudios futuros.

Palabras clave: índice de bienestar; significado geométrico; prueba de inversión de tiempo; índices de cadena

Referencias

Alf, E. F. & Grossberg, J. M. (1979). The geometric mean: Confidence limits and significance tests. Perception &Psychophysics, 26(5), 419–421. https://doi.org/10.3758/BF03204171

Bastien, C. H., Vallieres, A. & Morin, C. M. (2001). Validation of the Insomnia Severity. Index as an outcome measure for insomnia research. Sleep Medicine, 2(4), 297–307. https://doi.org/10.1016/s1389-9457(00)00065-4

Bailey, D. (2016). Democracy: the missing link in the devolution debate. New Economics Foundation Report. http://dx.doi.org/10.13140/RG.2.1.1892.2483

Becker, W., Saisana, M., Paruolo, P. & Vandecasteele, I. (2017). Weights and importance in composite indicators: Closing the gap. Ecological Indicators, 80, 12–22. https://doi.org/10.1016/j.ecolind.2017.03.056

Centra, L. (1998). New information about health-related quality of life. NACCHO News, 13(2).

Chakrabartty, S. N. (2020). Combining Likert items with different number of Response categories. Proceedings on Engineering Sciences, 2(3), 311–322. http://dx.doi.org/10.24874/PES02.03.010

Chakrabartty, S. N. (2019). Limitations of Insomnia Severity Index and possible remedies. JSM Neurological Disorders and Stroke, 5, 1–9. Available from https://www.jsmcentral.org/NeurologicalDisorders/jsmnds284798.pdf

Chakrabartty, S. N. (2019b). Alternate measure of disability intensity: Modified Rankin Scale. Journal of Stroke Medicine, 2(2), 111–118, https://doi.org/10.1177/2516608519870703

Chakrabartty, S. N. (2017). Composite Index: Methods and Properties. Journal of Applied Quantitative Methods, 12(2), 31–41. Available: https://www.jaqm.ro/issues/volume-12,issue-2/2_SA.PHP

Chakravarty, S. R. (2003). A Generalized Human Development Index. Review of Development Economics, 7(1), 99–114. https://doi.org/10.1111/1467-9361.00178

Clark, D. & Mark McGillivray, M. (2007). Measuring Human Well-being: Key Findings and Policy Lessons. Policy Brief 3, 1–8. Available: https://www.wider.unu.edu/sites/default/files/PB2007-003.pdf

Cooke, P. J., Melchert, T. P. & Connor, K. (2016). Measuring well-being: A review of instruments. The Counseling Psychologist, 44(5), 730–757. https://doi.org/10.1177%2F0011000016633507

Cummins, R., Eckersley, R., Pallant, J., Van Vugt, J. & Misajon, R. (2003). Developing a national index of subjective wellbeing: The Australian unity Wellbeing Index. Social Indicators Research, 64(2), 159–190. https://doi.org/10.1023/A:1024704320683

Finn, R. H. (1972). Effects of some variations in rating scale characteristics on the means and reliabilities of ratings. Educational and Psychological Measurement, 32(2), 255–265. https://doi.org/10.1177%2F001316447203200203

Fukuda-Parr, S. (2016). From the Millennium Development Goals to the Sustainable Development Goals: shifts in purpose, concept, and politics of global goal setting for development. Gender & Development, 24(1), 43–52. https://doi.org/10.1080/13552074.2016.1145895

Greco, S., Ishizaka, A., Tasiou, M. & Torrisi, G. (2019). On the Methodological Framework of Composite Indices: A Review of the Issues of Weighting, Aggregation, and Robustness. Social Indicators Research, 141(3), 61–94. https://doi.org/10.1007/s11205-017-1832-9

Herrero, C., Martinez, R. & Villar, A. (2010). Multidimensional social evaluation. An application to the measurement of human development. Review of Income and Wealth, 56, 483–497. https://doi.org/10.1111/j.1475-4991.2009.00375.x

International Wellbeing Group. (2013). Personal Wellbeing Index. [5 Ed.]. Melbourne: Australian Centre on Quality of Life/Deakin University. Available from http://www.acqol.com.au/instruments#measures

Jacobs, R., Smith, P. & Goddard, M. (2004). Measuring performance: an examination of composite performance indicators. [CHE Technical Paper Series 29]. York: Centre for Health Economics. Available from https://www.york.ac.uk/che/pdf/tp29.pdf

Kasparian, J. & Rolland, A. (2012). OECD’s Better life index: can any country be well ranked? Journal of Applied Statistics, 39(10), 1–8. https://doi.org/10.1080/02664763.2012.706265

Kelley, A. (Dec. 1, 2012). Gross National Happiness in Bhutan: The Big Idea from a Tiny State That Could Change the World. theguardian. Available: http://www.theguardian.com/world/2012/dec/01/bhutanwealth-happinesscounts

Kovacevic, M. (2011). Review of HDI Critiques and Potential Improvements. The Human Development Research Paper, HDRP 2010/33. Vienna: United Nations Development Programme (UNDP). Available: http://hdr.undp.org/en/content/review-hdi-critiques-and-potential-improvements

Layard, R. (2010). Measuring subjective well-being. Science, 327, 534–535. https://doi.org/10.1126/science.1186315

Lee, J. A. & Souter, G. (2009). Is Schwartz’s Value Survey an Interval Scale and Does it Really Matter? Journal of Cross-Cultural Psychology, 42(1), 76–86. https://doi.org/10.1177/0022022109348920

Lim, H.-E. (2008). The Use of Different Happiness Rating Scales: Bias and Comparison Problem? Social Indicators Research, 87, 259–267. https://doi.org/10.1007/s11205-007-9171-x

Linton, M.-J., Dieppe, P. & Medina-Lara, A. (2016). Review of 99 self-report measures for assessing well-being in adults: Exploring dimensions of well-being and developments over time. BMJ Open, 6(7), 1–16. http://dx.doi.org/10.1136/bmjopen-2015-010641

Mazziotta, M. & Pareto, A. (settembre 2007). Un indicatore sintetico di dotazione infrastrutturale: il metodo dellepenalità per coefficiente di variazione. In: Atti della XXVIII Conferenza Italiana di Scienze Regionali. AISRe, Bolzano, Italia. Recuperato da https://aisre.it/images/old_papers/Mazziotta-Pareto.pdf

Michalos, A., Smale, B., Labonté, R., Muharjarine, N., Scott, K., Moore, K., Swystun, L., Holden, B., Bernardin, H., Dunning, B., Graham, P., Guhn, M., Gadermann, A.M., Zumbo, B.D., Morgan, A., Brooker, A.-S. & Hyman, I. (2011). The Canadian Index of Wellbeing. [Technical Report 1.0]. Waterloo: CIW. Available from https://uwaterloo.ca/canadian-index-wellbeing/sites/ca.canadian-index-wellbeing/files/uploads/files/Canadian_Index_of_Wellbeing-TechnicalPaper-FINAL.pdf

Mikulić, J., Kožić, I. & Krešić, D. (2015). Weighting indicators of tourism sustainability: A critical note. Ecological Indicators, 48, 312–314. https://doi.org/10.1016/j.ecolind.2014.08.026

Mizobuchi, H. (2014). Measuring world better life frontier: a composite indicator for OECD better life index. Social Indicators Research, 118(3), 987–1007. https://doi.org/10.1007/s11205-013-0457-x

OECD. (2008). Handbook on Constructing Composite Indicators. Methodology and User Guide. Paris: OECD. Available: https://www.oecd.org/els/soc/handbookonconstructingcompositeindicatorsmethodologyanduserguide.htm

Pinar, M. (2019). Multidimensional Wellbeing and Inequality Across the European Regions with Alternative Interactions Between the Wellbeing Dimensions. Social Indicators Research, 144, 31–72. https://doi.org/10.1007/s11205-018-2047-4

Preston, C. C. & Colman, A. M. (2000). Optimal number of response categories in rating scales: reliability, validity, discriminating power, and respondent preferences. Acta Psychologica, 104, 1–15. https://doi.org/10.1016/S0001-6918(99)00050-5

Ranis, G., Stewart, F. & Samman, E. (2006). Human Development: Beyond the Human Development Index. Journal of Human Development, 7(3), 323–358. https://doi.org/10.1080/14649880600815917

Rao, C. R. (1973). Linear Statistical Inference and its Application. [2 Ed.]. New Delhi: Wiley.

Rath, T. & Harter, J. (2010). The economics of wellbeing. Washington, DC: Gallup Press. Available: https://www.gallup.com/services/177050/economics-wellbeing.aspx

Ray, A. K. (2008). Measurement of social development: An international comparison. Social Indicators Research, 86(1), 1–46. https://doi.org/10.1007/s11205-007-9097-3

Ryff, C. D. & Keyes, C. L. M. (1995). The structure of psychological well-being revisited. Journal of Personality and Social Psychology, 69(4), 719–727. https://doi.org/10.1037/0022-3514.69.4.719

Saisana, M. & Tarantola, S. (2002). State-of-the-art Report on Current Methodologies and Practices for Composite Indicator Development. [EUR20408 EN]. Ispra: European Commission/Joint Research Centre. http://dx.doi.org/10.13140/RG.2.1.1505.1762

Sen, A. K. (1985). Commodities and capabilities. Amsterdam: North-Holland.

Seth, S. & Villar, A. (2017). Measuring human development and human deprivations. [OPHI Working Paper 110]. Oxford: University of Oxford. Available from https://www.ophi.org.uk/wp-content/uploads/OPHIWP110.pdf

Sharpe, A. (2004). Literature review of frameworks for macro-indicators. [CSLS Research Report 2004-03]. Ottawa: Centre for the Study of Living Standards. Available from https://core.ac.uk/download/pdf/7033316.pdf

SPRG. (2001). Report of the Scientific Peer Review Group on Health Systems Performance Assessment. [Scientific Peer Review Group (SPRG)]. Geneva: WHO. Available: https://apps.who.int/iris/handle/10665/68352

Stiglitz, J. E., Sen, A. & Fitoussi, J.-P. (2009). Report by the Commission on the Measurement of Economic Performance and Social Progress. París: CMEPSP. Available from https://ec.europa.eu/eurostat/documents/8131721/8131772/Stiglitz-Sen-Fitoussi-Commission-report.pdf

UNDP. (2007). Fighting climate change: Human solidarity in a divided world. [Human development report 2007/2008]. New York: Palgrave Macmillan. Available: http://hdr.undp.org/en/content/human-development-report-20078

Venkatesh, A. K. & Bernheim, S. M. (Dir.) (2016). Overall hospital quality star ratings on hospital compare. [Methodology report (v2.0)]. New Haven: YNHHSC/CORE. Available from https://cpb-us-w2.wpmucdn.com/u.osu.edu/dist/c/28860/files/2016/08/Star_Rtngs_CompMthdlgy_052016-148w094.pdf

Ware Jr, J. E. & Sherbourne, C. D. (1992). The MOS 36-item short-form health survey (SF-36). I. Conceptual framework and item selection. Medical Care, 30(6), 473–483. Available: https://pubmed.ncbi.nlm.nih.gov/1593914/

Yang, L. (2018). Measuring individual well-being: A multidimensional index integrating subjective well-being and preferences. Journal of Human Development and Capabilities, 19(4), 456–476. https://doi.org/10.1080/19452829.2018.1474859

Zarzosa, P. Z. & Somarriba, N. (2012). An Assessment of Social Welfare in Spain: Territorial Analysis Using a Synthetic Welfare Indicator. Social Indicators Research, 111(1), 1–23. https://doi.org/10.1007/s11205-012-0005-0

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Biografía del autor/a

Satyendra Nath Chakrabartty, Indian Statistical Institute (Delhi, India)

Prof. Satyendra Nath Chakrabartty is  M. Stat. from Indian Statistical Institute. Prof. Chakrabartty has taught Post Graduate courses at Indian Statistical Institute, University of Calcutta, Galgotias Business School, etc.  He has over 65 publications to his credit. He retired from the position of Director, Kolkata Campus of the Indian Maritime University. His previous assignment was Consultant, Indian Ports Association, New Delhi.

Publicado
2021-07-01
Cómo citar
Chakrabartty, S. (2021). Wellbeing index avoiding scaling and weights. CULTURA EDUCACIÓN Y SOCIEDAD, 12(2), 181-204. https://doi.org/10.17981/cultedusoc.12.2.2021.11