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The determinants of subjective wellbeing in a developing country: The Ecuadorian case

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Listed:
  • Nicola Pontarollo

    (European Commission – JRC)

  • Mercy Orellana Bravo

    (GIER, Universidad de Cuenca)

  • Joselin Segovia Sarmiento

    (GIER, Universidad de Cuenca)

Abstract

Ecuador is a country characterized by deep social and territorial inequalities. In order to overcome this issue the national government setup in 2008 the National Plan of Wellbeing, a master plan whose objective is to put at the centre of the political action the wellbeing of the human being. This study aims to analyze the individual and contextual determinants of subjective wellbeing in Ecuador by examining a set of variables linked to the specific social and territorial characteristics of the country and to its main policy priorities. The assessment is based on econometric techniques able to account for the nested structure of the data, namely ordinary least squares and ordered logit with clustered standard errors and multilevel ordered logit. The results are robust and show that institutional trust, income, good housing conditions and education fosters wellbeing. On the other hand, being a woman, belonging to an ethnic minority or living in an oil dependent area is negatively correlated to subjective wellbeing. The policy implications range from an improvement of the institutional framework and redistributive system to better inclusion policies.

Suggested Citation

  • Nicola Pontarollo & Mercy Orellana Bravo & Joselin Segovia Sarmiento, 2017. "The determinants of subjective wellbeing in a developing country: The Ecuadorian case," JRC Research Reports JRC109319, Joint Research Centre.
  • Handle: RePEc:ipt:iptwpa:jrc109319
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    1. Andrés Rodríguez-Pose & Viola Berlepsch, 2014. "Social Capital and Individual Happiness in Europe," Journal of Happiness Studies, Springer, vol. 15(2), pages 357-386, April.
    2. Betsey Stevenson & Justin Wolfers, 2013. "Subjective Well-Being and Income: Is There Any Evidence of Satiation?," American Economic Review, American Economic Association, vol. 103(3), pages 598-604, May.
    3. Blanchflower, David G. & Oswald, Andrew J., 2004. "Well-being over time in Britain and the USA," Journal of Public Economics, Elsevier, vol. 88(7-8), pages 1359-1386, July.
    4. Robert J. MacCulloch & Rafael Di Tella & Andrew J. Oswald, 2001. "Preferences over Inflation and Unemployment: Evidence from Surveys of Happiness," American Economic Review, American Economic Association, vol. 91(1), pages 335-341, March.
    5. Kavetsos, Georgios & Koutroumpis, Pantelis, 2011. "Technological affluence and subjective well-being," Journal of Economic Psychology, Elsevier, vol. 32(5), pages 742-753.
    6. Dungang Liu & Heping Zhang, 2018. "Residuals and Diagnostics for Ordinal Regression Models: A Surrogate Approach," Journal of the American Statistical Association, Taylor & Francis Journals, vol. 113(522), pages 845-854, April.
    7. Blanchflower, David G. & Oswald, Andrew J., 2008. "Is well-being U-shaped over the life cycle?," Social Science & Medicine, Elsevier, vol. 66(8), pages 1733-1749, April.
    8. Malecki, Edward J., 2000. "Soft Variables in Regional Science," The Review of Regional Studies, Southern Regional Science Association, vol. 30(1), pages 61-69, Summer.
    9. Carla Canelas & Silvia Salazar, 2014. "Gender and ethnic inequalities in LAC countries," IZA Journal of Labor & Development, Springer;Forschungsinstitut zur Zukunft der Arbeit GmbH (IZA), vol. 3(1), pages 1-15, December.
    10. Jean-Luc Tavernier & Philippe Cuneo & Claire Plateau, 2015. "Measurement of Quality of Life and Well-Being in France: The Drivers of Subjective Well-Being," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 61(1), pages 25-33, March.
    11. Alesina, Alberto & Di Tella, Rafael & MacCulloch, Robert, 2004. "Inequality and happiness: are Europeans and Americans different?," Journal of Public Economics, Elsevier, vol. 88(9-10), pages 2009-2042, August.
    12. Valéry Dugain & Eduardo Olaberría, 2015. "What Makes Mexicans Happy?," OECD Economics Department Working Papers 1196, OECD Publishing.
    13. Sarah Fleche & Conal Smith & Piritta Sorsa, 2011. "Exploring Determinants of Subjective Wellbeing in OECD Countries: Evidence from the World Value Survey," OECD Economics Department Working Papers 921, OECD Publishing.
    14. Gerhard Meisenberg & Michael Woodley, 2015. "Gender Differences in Subjective Well-Being and Their Relationships with Gender Equality," Journal of Happiness Studies, Springer, vol. 16(6), pages 1539-1555, December.
    15. Leonardo Becchetti & Stefano Castriota, 2010. "The Effects of a Calamity on Income and Wellbeing of Poor Microfinance Borrowers: The Case of the 2004 Tsunami Shock," Journal of Development Studies, Taylor & Francis Journals, vol. 46(2), pages 211-233.
    16. Graham, Carol & Nikolova, Milena, 2015. "Bentham or Aristotle in the Development Process? An Empirical Investigation of Capabilities and Subjective Well-Being," World Development, Elsevier, vol. 68(C), pages 163-179.
    17. Alexander Krauss & Carol Graham, 2013. "Subjective wellbeing in Colombia: some insights on vulnerability, job security, and relative incomes," International Journal of Happiness and Development, Inderscience Enterprises Ltd, vol. 1(3), pages 233-260.
    18. Ayelazuno, Jasper, 2014. "Oil wealth and the well-being of the subaltern classes in Sub-Saharan Africa: A critical analysis of the resource curse in Ghana," Resources Policy, Elsevier, vol. 40(C), pages 66-73.
    19. Daron Acemoglu & James Robinson, 2010. "The Role of Institutions in Growth and Development," Review of Economics and Institutions, Università di Perugia, vol. 1(2).
    20. Grant Miller & Diana Pinto & Marcos Vera-Hernández, 2013. "Risk Protection, Service Use, and Health Outcomes under Colombia's Health Insurance Program for the Poor," American Economic Journal: Applied Economics, American Economic Association, vol. 5(4), pages 61-91, October.
    21. Senik, Claudia, 2004. "When information dominates comparison: Learning from Russian subjective panel data," Journal of Public Economics, Elsevier, vol. 88(9-10), pages 2099-2123, August.
    22. Orellana Mercy Raquel & Argudo Barrera Dalia Maritza & Răileanu Szeles Monica, 2016. "A Multilevel Analysis of the Returns to Education in Ecuador. The Multifaceted Impact of Human Capital," Scientific Annals of Economics and Business, Sciendo, vol. 63(s1), pages 1-19, December.
    23. Castellacci, Fulvio & Tveito, Vegard, 2018. "Internet use and well-being: A survey and a theoretical framework," Research Policy, Elsevier, vol. 47(1), pages 308-325.
    24. Krzysztof Zagorski & Mariah Evans & Jonathan Kelley & Katarzyna Piotrowska, 2014. "Does National Income Inequality Affect Individuals’ Quality of Life in Europe? Inequality, Happiness, Finances, and Health," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 117(3), pages 1089-1110, July.
    25. Jesper Rözer & Gerbert Kraaykamp, 2013. "Income Inequality and Subjective Well-being: A Cross-National Study on the Conditional Effects of Individual and National Characteristics," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 113(3), pages 1009-1023, September.
    26. Krzysztof Zagorski & Mariah Evans & Jonathan Kelley & Katarzyna Piotrowska, 2014. "Erratum to: Does National Income Inequality Affect Individuals’ Quality of Life in Europe? Inequality, Happiness, Finances, and Health," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 118(2), pages 939-939, September.
    27. Kirk Brown & Tim Kasser, 2005. "Are Psychological and Ecological Well-being Compatible? The Role of Values, Mindfulness, and Lifestyle," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 74(2), pages 349-368, November.
    28. Di Tella, Rafael & MacCulloch, Robert, 2008. "Gross national happiness as an answer to the Easterlin Paradox?," Journal of Development Economics, Elsevier, vol. 86(1), pages 22-42, April.
    29. KNIGHT, John & SONG, Lina & GUNATILAKA, Ramani, 2009. "Subjective well-being and its determinants in rural China," China Economic Review, Elsevier, vol. 20(4), pages 635-649, December.
    30. Paul Hudson & W. J. Wouter Botzen & Jennifer Poussin & Jeroen C. J. H. Aerts, 2019. "Impacts of Flooding and Flood Preparedness on Subjective Well-Being: A Monetisation of the Tangible and Intangible Impacts," Journal of Happiness Studies, Springer, vol. 20(2), pages 665-682, February.
    31. Dimitris Ballas & Mark Tranmer, 2012. "Happy People or Happy Places? A Multilevel Modeling Approach to the Analysis of Happiness and Well-Being," International Regional Science Review, , vol. 35(1), pages 70-102, January.
    32. Masanori Kuroki, 2011. "Does Social Trust Increase Individual Happiness In Japan?," The Japanese Economic Review, Japanese Economic Association, vol. 62(4), pages 444-459, December.
    33. John Hudson, 2006. "Institutional Trust and Subjective Well‐Being across the EU," Kyklos, Wiley Blackwell, vol. 59(1), pages 43-62, February.
    34. Mart�n Mendoza-Botelho, 2013. "Social Capital and Institutional Trust: Evidence from Bolivia's Popular Participation Decentralisation Reforms," Journal of Development Studies, Taylor & Francis Journals, vol. 49(9), pages 1219-1237, September.
    35. Frey, Bruno S & Stutzer, Alois, 2000. "Happiness, Economy and Institutions," Economic Journal, Royal Economic Society, vol. 110(466), pages 918-938, October.
    36. Carla Canelas & Silvia Salazar, 2014. "Gender and Ethnic Inequalities in LAC Countries," Post-Print halshs-00973891, HAL.
    37. Pagés, Carmen & Scartascini, Carlos & Funaro, Rita & Madrigal, Lucía & Duryea, Suzanne & Chaparro, Juan Camilo & Rodríguez-Pombo, María Victoria & Lora, Eduardo & Sanguinetti, Pablo & Savedoff, Willia, 2008. "Beyond Facts: Understanding Quality of Life," IDB Publications (Books), Inter-American Development Bank, number 7200, November.
    38. Pénard, Thierry & Poussing, Nicolas & Suire, Raphaël, 2013. "Does the Internet make people happier?," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 46(C), pages 105-116.
    39. Modrego, Félix & Berdegué, Julio A., 2015. "A Large-Scale Mapping of Territorial Development Dynamics in Latin America," World Development, Elsevier, vol. 73(C), pages 11-31.
    40. Helliwell, John F., 2003. "How's life? Combining individual and national variables to explain subjective well-being," Economic Modelling, Elsevier, vol. 20(2), pages 331-360, March.
    41. Carol Graham & Andrew Felton, 2006. "Inequality and happiness: Insights from Latin America," The Journal of Economic Inequality, Springer;Society for the Study of Economic Inequality, vol. 4(1), pages 107-122, April.
    42. Carla Canelas & Silvia Salazar, 2014. "Gender and Ethnic Inequalities in LAC Countries," Documents de travail du Centre d'Economie de la Sorbonne 14021r, Université Panthéon-Sorbonne (Paris 1), Centre d'Economie de la Sorbonne, revised Jul 2014.
    43. Maria Escobar‐Lemmon & Ashley D. Ross, 2014. "Does Decentralization Improve Perceptions of Accountability? Attitudinal Evidence from Colombia," American Journal of Political Science, John Wiley & Sons, vol. 58(1), pages 175-188, January.
    44. Easterlin, Richard A., 1974. "Does Economic Growth Improve the Human Lot? Some Empirical Evidence," MPRA Paper 111773, University Library of Munich, Germany.
    45. Jeffrey D. Sachs & Richard Layard & John F. Helliwell, 2018. "World Happiness Report 2018," Working Papers id:12761, eSocialSciences.
    46. Moulton, Brent R., 1986. "Random group effects and the precision of regression estimates," Journal of Econometrics, Elsevier, vol. 32(3), pages 385-397, August.
    47. Nick Carroll & Paul Frijters & Michael Shields, 2009. "Quantifying the costs of drought: new evidence from life satisfaction data," Journal of Population Economics, Springer;European Society for Population Economics, vol. 22(2), pages 445-461, April.
    48. Haq, Rashida, 2009. "Measuring human wellbeing in Pakistan: objective versus subjective indicators," MPRA Paper 38968, University Library of Munich, Germany.
    49. Monica Raileanu Szeles & Rodrigo Mendieta Muñoz, 2016. "Analyzing the Regional Economic Convergence in Ecuador. Insights from Parametric and Nonparametric Models," Journal for Economic Forecasting, Institute for Economic Forecasting, vol. 0(2), pages 43-65, June.
    50. Nigel Rice & Andrew Jones, 1997. "Multilevel models and health economics," Health Economics, John Wiley & Sons, Ltd., vol. 6(6), pages 561-575, November.
    51. Carmen Pagés & Carlos Scartascini & Rita Funaro & Lucía Madrigal & Suzanne Duryea & Juan Camilo Chaparro & María Victoria Rodríguez-Pombo & Eduardo Lora & Pablo Sanguinetti & William D. Savedoff & Jua, 2008. "Beyond Facts: Understanding Quality of Life," IDB Publications (Books), Inter-American Development Bank, number 79502 edited by Eduardo Lora, February.
    52. Andreas P. Kyriacou & Leonel Muinelo-Gallo & Oriol Roca-Sagalés, 2017. "Regional inequalities, fiscal decentralization and government quality," Regional Studies, Taylor & Francis Journals, vol. 51(6), pages 945-957, June.
    53. Ada Ferrer-i-Carbonell & Paul Frijters, 2004. "How Important is Methodology for the estimates of the determinants of Happiness?," Economic Journal, Royal Economic Society, vol. 114(497), pages 641-659, July.
    54. Alexander Krauss, 2013. "External Influences and the Educational Landscape," SpringerBriefs in Economics, Springer, edition 127, number 978-1-4614-4936-2, June.
    55. Roberta Masala & Salvatore Monni, 2019. "The Social Inclusion of Indigenous Peoples in Ecuador Before and During the Revolución Ciudadana," Development, Palgrave Macmillan;Society for International Deveopment, vol. 62(1), pages 167-177, December.
    56. Gadom Djal Gadom & Armand Mboutchouang Kountchou & Gbetoton Nad ge Ad le Djossou & Gilles Quentin Kane & Abdelkrim Araar, 2017. "The impact of oil exploitation on wellbeing in Chad," Working Papers PMMA 2017-06, PEP-PMMA.
    57. Mendieta Muñoz, Rodrigo & Pontarollo, Nicola, 2015. "Cantonal Convergence in Ecuador: A Spatial Econometric Perspective," MPRA Paper 68399, University Library of Munich, Germany.
    58. repec:idb:brikps:79502 is not listed on IDEAS
    59. Paul Dolan & Richard Layard & Robert Metcalfe, 2011. "Measuring Subjective Wellbeing for Public Policy: Recommendations on Measures," CEP Reports 23, Centre for Economic Performance, LSE.
    60. Khadija Shams, 2016. "Developments in the Measurement of Subjective Well-Being and Poverty: An Economic Perspective," Journal of Happiness Studies, Springer, vol. 17(6), pages 2213-2236, December.
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    Cited by:

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    2. Khadija Shams & Alexander Kadow, 2023. "COVID-19 and Subjective Well-Being in Urban Pakistan in the Beginning of the Pandemic: A Socio-Economic Analysis," Applied Research in Quality of Life, Springer;International Society for Quality-of-Life Studies, vol. 18(1), pages 93-113, February.
    3. Rodríguez-Puello, Gabriel & Hernandez, Leonidas & Romero-Espinosa, Diana & Rowe, Francisco, 2024. "The disruptive long-term costs of international migration on subjective well-being," OSF Preprints ydbxu, Center for Open Science.
    4. Hugo Briseño & Guillermo Estefani & Alejandra Núñez-Acosta & Manuel Soto-Pérez, 2022. "Urban Risks and Their Influence on Subjective Well-being Around the World," Journal of Happiness Studies, Springer, vol. 23(4), pages 1617-1636, April.
    5. Martin Schlossarek & Jaromír Harmáček & Aneta Seidlová & Lenka Suchá, 2024. "Inequalities and Social Capital as Factors of Subjective Well-Being: Case Study from Western Province, Zambia," Journal of Happiness Studies, Springer, vol. 25(7), pages 1-24, October.
    6. Jorge Mora‐Rivera & Isael Fierros‐González & Fernando García‐Mora, 2024. "Determinants of poverty among Indigenous people in Mexico's Guerrero Mountain Region," Development Policy Review, Overseas Development Institute, vol. 42(1), January.
    7. Andrés Rodríguez-Pose & Alexandra Sandu & Chris Taylor & Jennifer May Hampton, 2024. "Children’s Subjective Well-Being During the Coronavirus Pandemic," Child Indicators Research, Springer;The International Society of Child Indicators (ISCI), vol. 17(1), pages 309-347, February.
    8. David G. Blanchflower & Carol L. Graham, 2022. "The Mid-Life Dip in Well-Being: a Critique," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 161(1), pages 287-344, May.
    9. Yi-Bin Chiu & Zhen Wang & Xu Ye, 2023. "Household gift-giving consumption and subjective well-being: evidence from rural China," Review of Economics of the Household, Springer, vol. 21(4), pages 1453-1472, December.
    10. repec:rre:publsh:v:53:y:2023:i:1 is not listed on IDEAS

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    More about this item

    Keywords

    individual wellbeing; Ecuador; multilevel model; clustered standard errors.;
    All these keywords.

    JEL classification:

    • I3 - Health, Education, and Welfare - - Welfare, Well-Being, and Poverty
    • P16 - Political Economy and Comparative Economic Systems - - Capitalist Economies - - - Capitalist Institutions; Welfare State
    • C30 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - General

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