IDEAS home Printed from https://ideas.repec.org/a/spr/soinre/v145y2019i1d10.1007_s11205-019-02104-0.html
   My bibliography  Save this article

Multidimensional Wellbeing Inequality in a Developing Country: A Case Study of Vietnam

Author

Listed:
  • Phuc Phan

    (Can Tho University)

  • Martin O’Brien

    (University of Wollongong)

Abstract

The widespread adoption of the concept of wellbeing in the social sciences literature has allowed researchers to move beyond a narrow economic focus on income and consumption as the primary measure of inequality and poverty. Although statistical measurement and analyses of wellbeing have become increasingly feasible due to the availability of rich datasets, the empirical literature on wellbeing remains deficient in a number of ways. In this paper we argue that it is necessary that empirical studies of wellbeing encompass multiple. Applying Sen’s capability approach as our theoretical model we subsequently develop a modelling framework that applies the polychoric principal component analysis (PCA) method for the calculation of objective wellbeing and wellbeing inequality using household asset, education, health and housing dimensions. Findings from our case study of Vietnam challenge previous single dimensional analyses and reveal a number of layers to our understanding of wellbeing inequality in Vietnam. We argue that our use of polychoric PCA is especially suited to the analysis of wellbeing by explicitly incorporating the analysis of both cardinal and ordinal variables and overcoming deficiencies established in the literature relating to the use of standard PCA.

Suggested Citation

  • Phuc Phan & Martin O’Brien, 2019. "Multidimensional Wellbeing Inequality in a Developing Country: A Case Study of Vietnam," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 145(1), pages 157-183, August.
  • Handle: RePEc:spr:soinre:v:145:y:2019:i:1:d:10.1007_s11205-019-02104-0
    DOI: 10.1007/s11205-019-02104-0
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1007/s11205-019-02104-0
    File Function: Abstract
    Download Restriction: Access to the full text of the articles in this series is restricted.

    File URL: https://libkey.io/10.1007/s11205-019-02104-0?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. David Coady & Margaret Grosh & John Hoddinott, 2004. "Targeting of Transfers in Developing Countries : Review of Lessons and Experience," World Bank Publications - Books, The World Bank Group, number 14902.
    2. Comim,Flavio & Qizilbash,Mozaffar & Alkire,Sabina (ed.), 2008. "The Capability Approach," Cambridge Books, Cambridge University Press, number 9780521862875, October.
    3. Thibault Gajdos & John Weymark, 2005. "Multidimensional generalized Gini indices," Economic Theory, Springer;Society for the Advancement of Economic Theory (SAET), vol. 26(3), pages 471-496, October.
    4. Martin Wittenberg & Murray Leibbrandt, 2017. "Measuring Inequality by Asset Indices: A General Approach with Application to South Africa," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 63(4), pages 706-730, December.
    5. Kolm, Serge-Christophe, 1976. "Unequal inequalities. II," Journal of Economic Theory, Elsevier, vol. 13(1), pages 82-111, August.
    6. Koen Decancq & María Ana Lugo, 2012. "Inequality of Wellbeing: A Multidimensional Approach," Economica, London School of Economics and Political Science, vol. 79(316), pages 721-746, October.
    7. Vincenzo Mauro & Mario Biggeri & Filomena Maggino, 2018. "Measuring and Monitoring Poverty and Well-Being: A New Approach for the Synthesis of Multidimensionality," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 135(1), pages 75-89, January.
    8. Kolm, Serge-Christophe, 1976. "Unequal inequalities. I," Journal of Economic Theory, Elsevier, vol. 12(3), pages 416-442, June.
    9. Martin Binder, 2014. "Subjective Well-Being Capabilities: Bridging the Gap Between the Capability Approach and Subjective Well-Being Research," Journal of Happiness Studies, Springer, vol. 15(5), pages 1197-1217, October.
    10. Sen, Amartya, 1997. "On Economic Inequality," OUP Catalogue, Oxford University Press, number 9780198292975.
    11. Dwayne Benjamin & Loren Brandt & Brian McCaig, 2017. "Growth with equity: income inequality in Vietnam, 2002–14," The Journal of Economic Inequality, Springer;Society for the Study of Economic Inequality, vol. 15(1), pages 25-46, March.
    12. Ingebjørg Kristoffersen, 2010. "The Metrics of Subjective Wellbeing: Cardinality, Neutrality and Additivity," The Economic Record, The Economic Society of Australia, vol. 86(272), pages 98-123, March.
    13. Pelenc, Jérôme & Ballet, Jérôme, 2015. "Strong sustainability, critical natural capital and the capability approach," Ecological Economics, Elsevier, vol. 112(C), pages 36-44.
    14. Lorgelly, Paula K. & Lorimer, Karen & Fenwick, Elisabeth A.L. & Briggs, Andrew H. & Anand, Paul, 2015. "Operationalising the capability approach as an outcome measure in public health: The development of the OCAP-18," Social Science & Medicine, Elsevier, vol. 142(C), pages 68-81.
    15. Vincenzo Mauro & Mario Biggeri & Filomena Maggino, 2018. "Erratum to: Measuring and Monitoring Poverty and Well-Being: A New Approach for the Synthesis of Multidimensionality," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 136(2), pages 833-833, April.
    16. van de Walle, Dominique & Gunewardena, Dileni, 2001. "Sources of ethnic inequality in Viet Nam," Journal of Development Economics, Elsevier, vol. 65(1), pages 177-207, June.
    17. Takahashi, Kazushi, 2007. "Sources of Regional Income Disparity in Rural Vietnam: Oaxaca-Blinder Decomposition," IDE Discussion Papers 95, Institute of Developing Economies, Japan External Trade Organization(JETRO).
    18. Chun-Hung Lin, 2007. "Education Expansion, Educational Inequality, and Income Inequality: Evidence from Taiwan, 1976–2003," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 80(3), pages 601-615, February.
    19. 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.
    20. Nguyen, Hoa-Thi-Minh & Kompas, Tom & Breusch, Trevor & Ward, Michael B., 2017. "Language, Mixed Communes, and Infrastructure: Sources of Inequality and Ethnic Minorities in Vietnam," World Development, Elsevier, vol. 96(C), pages 145-162.
    21. Nguyen, Binh T. & Albrecht, James W. & Vroman, Susan B. & Westbrook, M. Daniel, 2007. "A quantile regression decomposition of urban-rural inequality in Vietnam," Journal of Development Economics, Elsevier, vol. 83(2), pages 466-490, July.
    22. 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.
    23. Agee, Mark D. & Crocker, Thomas D., 2013. "Operationalizing the capability approach to assessing well-being," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 46(C), pages 80-86.
    24. Mazzonna, Fabrizio, 2014. "The long-lasting effects of family background: A European cross-country comparison," Economics of Education Review, Elsevier, vol. 40(C), pages 25-42.
    25. Atkinson, Anthony B., 1970. "On the measurement of inequality," Journal of Economic Theory, Elsevier, vol. 2(3), pages 244-263, September.
    26. David McKenzie, 2005. "Measuring inequality with asset indicators," Journal of Population Economics, Springer;European Society for Population Economics, vol. 18(2), pages 229-260, June.
    27. Huong Thu Le & Alison L. Booth, 2014. "Inequality in Vietnamese Urban–Rural Living Standards, 1993–2006," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 60(4), pages 862-886, December.
    28. Alkire, Sabina, 2005. "Valuing Freedoms: Sen's Capability Approach and Poverty Reduction," OUP Catalogue, Oxford University Press, number 9780199283316.
    29. Prashant Loyalka & Lan Liu & Gong Chen & Xiaoying Zheng, 2014. "The Cost of Disability in China," Demography, Springer;Population Association of America (PAA), vol. 51(1), pages 97-118, February.
    30. �lvaro Fern�ndez-Baldor & Alejandra Boni & Pau Lillo & Andr�s Hueso, 2014. "Are technological projects reducing social inequalities and improving people's well-being? A capability approach analysis of renewable energy-based electrification projects in Cajamarca, Peru," Journal of Human Development and Capabilities, Taylor & Francis Journals, vol. 15(1), pages 13-27, January.
    31. Patrick Ward, 2014. "Measuring the Level and Inequality of Wealth: An Application to China," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 60(4), pages 613-635, December.
    32. Ángeles Sánchez & Jorge Chica-Olmo & Juan de Dios Jiménez-Aguilera, 2018. "A Space–Time Study for Mapping Quality of Life in Andalusia During the Crisis," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 135(2), pages 699-728, January.
    33. Ulf Olsson, 1979. "Maximum likelihood estimation of the polychoric correlation coefficient," Psychometrika, Springer;The Psychometric Society, vol. 44(4), pages 443-460, December.
    34. William Jackson, 2005. "Capabilities, Culture and Social Structure," Review of Social Economy, Taylor & Francis Journals, vol. 63(1), pages 101-124.
    35. P. Lazaridis, 2000. "Decomposition of Food Expenditure Inequality: An Application of the Extended Gini Coefficient to Greek Micro-Data," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 52(2), pages 179-193, November.
    36. Mozaffar Qizilbash, 2011. "Sugden’s critique of Sen’s capability approach and the dangers of libertarian paternalism," International Review of Economics, Springer;Happiness Economics and Interpersonal Relations (HEIRS), vol. 58(1), pages 21-42, March.
    37. Therese Nilsson, 2010. "Health, Wealth and Wisdom: Exploring Multidimensional Inequality in a Developing Country," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 95(2), pages 299-323, January.
    38. Milo Vandemoortele, 2014. "Measuring Household Wealth with Latent Trait Modelling: An Application to Malawian DHS Data," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 118(2), pages 877-891, September.
    39. Eric Fesselmeyer & Kien T. Le, 2010. "Urban‐biased Policies and the Increasing Rural–Urban Expenditure Gap in Vietnam in the 1990s," Asian Economic Journal, East Asian Economic Association, vol. 24(2), pages 161-178, June.
    40. Sen, Amartya, 1973. "On Economic Inequality," OUP Catalogue, Oxford University Press, number 9780198281931.
    41. Phuc Van Phan & Martin O’brien & Silvia Mendolia & Alfredo Paloyo, 2017. "National pro-poor spending programmes and their effect on income inequality and poverty: Evidence from Vietnam," Applied Economics, Taylor & Francis Journals, vol. 49(55), pages 5579-5590, November.
    42. Stanislav Kolenikov & Gustavo Angeles, 2009. "Socioeconomic Status Measurement With Discrete Proxy Variables: Is Principal Component Analysis A Reliable Answer?," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 55(1), pages 128-165, March.
    43. Patricia Justino, 2012. "Multidimensional welfare distributions: empirical application to household panel data from Vietnam," Applied Economics, Taylor & Francis Journals, vol. 44(26), pages 3391-3405, September.
    44. Maasoumi, Esfandiar, 1986. "The Measurement and Decomposition of Multi-dimensional Inequality," Econometrica, Econometric Society, vol. 54(4), pages 991-997, July.
    45. Serge-Christophe Kolm, 1977. "Multidimensional Egalitarianisms," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 91(1), pages 1-13.
    46. Aristei, David & Perugini, Cristiano, 2010. "Preferences for redistribution and inequality in well-being across Europe," Journal of Policy Modeling, Elsevier, vol. 32(2), pages 176-195, March.
    47. World Bank, 2013. "World Development Indicators 2013," World Bank Publications - Books, The World Bank Group, number 13191.
    48. Mahadevan, Renuka & Hoang, Viet-Ngu, 2016. "The nexus between poverty and deprivation in Vietnam," Journal of Policy Modeling, Elsevier, vol. 38(2), pages 290-303.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Jhonatan Clausen & Nicolas Barrantes, 2022. "Developing a Comprehensive Multidimensional Wellbeing Index Based on What People Value: An Application to a Middle-Income Country," Applied Research in Quality of Life, Springer;International Society for Quality-of-Life Studies, vol. 17(6), pages 3253-3283, December.
    2. Salvatore Flavio Pileggi, 2023. "Walking Together Indicator (WTI): Understanding and Measuring World Inequality," Sustainability, MDPI, vol. 15(6), pages 1-16, March.
    3. Aurea Grané & Irene Albarrán & Qi Guo, 2021. "Visualizing Health and Well-Being Inequalities Among Older Europeans," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 155(2), pages 479-503, June.
    4. Manea, Roxana Elena & Piraino, Patrizio & Viarengo, Martina, 2023. "Crime, inequality and subsidized housing: Evidence from South Africa," World Development, Elsevier, vol. 168(C).
    5. Muhamad Zulfadli Abdul Rahman & Mohd Syukri Zainal Abidin & Faezy Adenan & Kamaruzaman Jusoff & Mohamed Safiullah Munsoor, 2023. "Development of Spiritual Poverty Measurements of an Urban Population Based on the Concept of Purifying the Self (Tazkiyah Al-Nafs)," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 169(3), pages 943-972, October.
    6. Phuc Van Phan & Martin O'Brien, 2022. "Is small beautiful? An empirical analysis of land characteristics and rural household income in Vietnam," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 66(3), pages 561-580, July.
    7. Xu, Aiting & Qiu, Keyang & Zhu, Yuhan, 2023. "The measurements and decomposition of innovation inequality: Based on Industry − University − Research perspective," Journal of Business Research, Elsevier, vol. 157(C).
    8. Renuka Mahadevan & Maneka Jayasinghe, 2020. "Examining Multidimensional Poverty in Sri Lanka: Transitioning Through Post War Conflict," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 149(1), pages 15-39, May.
    9. Liang, Wanqi & Li, Wenying, 2023. "Impact of internet usage on the subjective well-being of urban and rural households: Evidence from Vietnam," Telecommunications Policy, Elsevier, vol. 47(3).
    10. Jose Marquez & Louise Lambert & Megan Cutts, 2023. "Geographic, Socio-Demographic and School Type Variation in Adolescent Wellbeing and Mental Health and Links with Academic Competence in the United Arab Emirates," Child Indicators Research, Springer;The International Society of Child Indicators (ISCI), vol. 16(2), pages 797-836, April.
    11. Thi Kim Thanh Bui & Guido Erreygers, 2020. "Multidimensional Inequality in Vietnam, 2002–2012," Economies, MDPI, vol. 8(2), pages 1-31, April.
    12. Anh Thu Quang Pham & Pundarik Mukhopadhaya, 2022. "Multidimensionl Poverty and The Role of Social Capital in Poverty Alleviation Among Ethnic Groups in Rural Vietnam: A Multilevel Analysis," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 159(1), pages 281-317, January.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Thi Kim Thanh Bui & Guido Erreygers, 2020. "Multidimensional Inequality in Vietnam, 2002–2012," Economies, MDPI, vol. 8(2), pages 1-31, April.
    2. Francesco Andreoli & Claudio Zoli, 2020. "From unidimensional to multidimensional inequality: a review," METRON, Springer;Sapienza Università di Roma, vol. 78(1), pages 5-42, April.
    3. Elisa Pagani, 2015. "Certainty Equivalent: Many Meanings of a Mean," Working Papers 24/2015, University of Verona, Department of Economics.
    4. John A. Weymark, 2003. "The Normative Approach to the Measurement of Multidimensional Inequality," Vanderbilt University Department of Economics Working Papers 0314, Vanderbilt University Department of Economics, revised Jan 2004.
    5. Long Yang & Haiyang Lu & Meng Li, 2023. "Multidimensional Inequality and Subjective Well-Being in China: A Generalized Ordered Logit Model Analysis," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 165(3), pages 1021-1052, February.
    6. Suman Seth and Maria Emma Santos, 2018. "Multidimensional Inequality and Human Development," OPHI Working Papers ophiwp114_2.pdf, Queen Elizabeth House, University of Oxford.
    7. Marcello Basili & Paulo Casaca & Alain Chateauneuf & Maurizio Franzini, 2017. "Multidimensional Pigou–Dalton transfers and social evaluation functions," Theory and Decision, Springer, vol. 83(4), pages 573-590, December.
    8. Zhong, Hai, 2009. "A multivariate analysis of the distribution of individual's welfare in China: What is the role of health?," Journal of Health Economics, Elsevier, vol. 28(6), pages 1062-1070, December.
    9. Nicolas Gravel & Patrick Moyes, 2006. "Ethically Robust Comparisons of Distributions of Two Individual Attributes," IDEP Working Papers 0605, Institut d'economie publique (IDEP), Marseille, France, revised Aug 2006.
    10. Henar Diez & Mª Casilda Lasso de la Vega & Ana Marta Urrutia, 2007. "Unit-Consistent Aggregative Multidimensional Inequality Measures: A Characterization," Working Papers 66, ECINEQ, Society for the Study of Economic Inequality.
    11. Thibault Gajdos & John Weymark, 2005. "Multidimensional generalized Gini indices," Economic Theory, Springer;Society for the Advancement of Economic Theory (SAET), vol. 26(3), pages 471-496, October.
    12. Mathieu J. P. Poirier & Karen A. Grépin & Michel Grignon, 2020. "Approaches and Alternatives to the Wealth Index to Measure Socioeconomic Status Using Survey Data: A Critical Interpretive Synthesis," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 148(1), pages 1-46, February.
    13. Thanh P. Bui & Katsushi S. Imai, 2019. "Determinants of Rural-Urban Inequality in Vietnam: Detailed Decomposition Analyses Based on Unconditional Quantile Regressions," Journal of Development Studies, Taylor & Francis Journals, vol. 55(12), pages 2610-2625, December.
    14. Koen Decancq & María Ana Lugo, 2009. "Measuring inequality of well-being with a correlation-sensitive multidimensional Gini index," Working Papers 124, ECINEQ, Society for the Study of Economic Inequality.
    15. Claudio Zoli, 2012. "Characterizing Inequality Equivalence Criteria," Working Papers 32/2012, University of Verona, Department of Economics.
    16. Stéphane Mussard & Françoise Seyte & Michel Terraza, 2006. "La décomposition de l’indicateur de Gini en sous-groupes : une revue de la littérature," Cahiers de recherche 06-11, Departement d'économique de l'École de gestion à l'Université de Sherbrooke.
    17. Gajdos, Thibault & Maurin, Eric, 2004. "Unequal uncertainties and uncertain inequalities: an axiomatic approach," Journal of Economic Theory, Elsevier, vol. 116(1), pages 93-118, May.
    18. Bleichrodt, Han & Rohde, Kirsten I.M. & Van Ourti, Tom, 2012. "An experimental test of the concentration index," Journal of Health Economics, Elsevier, vol. 31(1), pages 86-98.
    19. Claudio Zoli, 2018. "A Note on Progressive Taxation and Inequality Equivalence," Research on Economic Inequality, in: Inequality, Taxation and Intergenerational Transmission, volume 26, pages 15-33, Emerald Group Publishing Limited.
    20. Ebert U., 1996. "Income inequality and differences in household size," Mathematical Social Sciences, Elsevier, vol. 31(1), pages 57-58, February.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:spr:soinre:v:145:y:2019:i:1:d:10.1007_s11205-019-02104-0. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.springer.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.