IDEAS home Printed from https://ideas.repec.org/a/sae/sagope/v13y2023i4p21582440231218501.html
   My bibliography  Save this article

Octa-Cluster: Different Perspectives on Quality of Life in Thailand

Author

Listed:
  • Krittiya Kantachote
  • Nathakhun Wiroonsri

Abstract

Thailand’s gross domestic product per capita is higher than many of its neighboring countries, however, the quality of life in Thailand varies tremendously as wealth is concentrated among the rich. This study uses both quantitative and qualitative methods. K-Means clustering combined with a recent cluster validity index is used to split respondents into eight groups with similar behavior in each group. Extreme Gradient Boosting is then utilized to analyze important factors that affect quality of life. One-hundred and twenty in-depth interviews are then used to highlight how individuals view the quality of life in Thailand. This study has a significant impact as policymakers can utilize our models to improve the quality of life for Thai residents in each category.

Suggested Citation

  • Krittiya Kantachote & Nathakhun Wiroonsri, 2023. "Octa-Cluster: Different Perspectives on Quality of Life in Thailand," SAGE Open, , vol. 13(4), pages 21582440231, December.
    • Handle: RePEc:sae:sagope:v:13:y:2023:i:4:p:21582440231218501
    DOI: 10.1177/21582440231218501
    as

    Download full text from publisher

    File URL: https://journals.sagepub.com/doi/10.1177/21582440231218501
    Download Restriction: no
    File URL: https://libkey.io/10.1177/21582440231218501?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
    ---><---

    References listed on IDEAS

    as
    1. Jesse M. Shapiro, 2006. "Smart Cities: Quality of Life, Productivity, and the Growth Effects of Human Capital," The Review of Economics and Statistics, MIT Press, vol. 88(2), pages 324-335, May.
    2. Paul Cheshire & Stefano Magrini, 2006. "Population growth in European cities: Weather matters - but only nationally," Regional Studies, Taylor & Francis Journals, vol. 40(1), pages 23-37.
    3. Darunee Jongudomkarn & Laura Camfield, 2006. "Exploring the Quality of Life of People in North Eastern and Southern Thailand," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 78(3), pages 489-529, September.
    4. Xunpeng Shi & Tsun Se Cheong & Jian Yu & Xiaoguang Liu, 2021. "Quality of Life and Relative Household Energy Consumption in China," China & World Economy, Institute of World Economics and Politics, Chinese Academy of Social Sciences, vol. 29(5), pages 127-147, September.
    5. Karen M van Leeuwen & Miriam S van Loon & Fenna A van Nes & Judith E Bosmans & Henrica C W de Vet & Johannes C F Ket & Guy A M Widdershoven & Raymond W J G Ostelo, 2019. "What does quality of life mean to older adults? A thematic synthesis," PLOS ONE, Public Library of Science, vol. 14(3), pages 1-39, March.
    6. Orose Leelakulthanit & Ralph Day, 1992. "Quality of life in Thailand," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 27(1), pages 41-57, August.
    7. Dionysia Lambiri & Bianca Biagi & Vicente Royuela, 2007. "Quality of Life in the Economic and Urban Economic Literature," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 84(1), pages 1-25, October.
    8. Kalayanee Senasu & Anusorn Singhapakdi, 2018. "Quality-of-Life Determinants of Happiness in Thailand: the Moderating Roles of Mental and Moral Capacities," Applied Research in Quality of Life, Springer;International Society for Quality-of-Life Studies, vol. 13(1), pages 59-87, March.
    9. Michael Hagerty & Robert Cummins & Abbott Ferriss & Kenneth Land & Alex Michalos & Mark Peterson & Andrew Sharpe & Joseph Sirgy & Joachim Vogel, 2001. "Quality of Life Indexes for National Policy: Review and Agenda for Research," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 55(1), pages 1-96, July.
    Full references (including those not matched with items on IDEAS)

    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. Vicente Royuel & Rosina Moreno & Esther Vaya, 2007. "Is the influence of quality of life on urban growth non-stationary in space? A case study of Barcelona," IREA Working Papers 200703, University of Barcelona, Research Institute of Applied Economics, revised Feb 2007.
    2. Andrés Ham Gonzalez, 2011. "La Calidad de Vida en los Barrios de Buenos Aires: Estimaciones Hedónicas de la Valuación de los Amenities Urbano y su Distribución Espacial," Department of Economics, Working Papers 088, Departamento de Economía, Facultad de Ciencias Económicas, Universidad Nacional de La Plata.
    3. Simon Medcalfe, 2018. "Economic Well-Being in U.S. Metropolitan Statistical Areas," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 139(3), pages 1147-1167, October.
    4. Vicente Royuela & Rosina Moreno & Esther Vaya, 2010. "Influence of Quality of Life on Urban Growth: A Case Study of Barcelona, Spain," Regional Studies, Taylor & Francis Journals, vol. 44(5), pages 551-567.
    5. Benedetto Torrisi & Giuseppe Pernagallo, 2020. "Investigating the relationship between job satisfaction and academic brain drain: the Italian case," Scientometrics, Springer;Akadémiai Kiadó, vol. 124(2), pages 925-952, August.
    6. Enrico Ivaldi & Guido Bonatti & Riccardo Soliani, 2014. "Composite Index for Quality of Life in Italian Cities: An Application to URBES Indicators," Review of Economics & Finance, Better Advances Press, Canada, vol. 4, pages 18-32, November.
    7. Duranton, Gilles & Puga, Diego, 2014. "The Growth of Cities," Handbook of Economic Growth, in: Philippe Aghion & Steven Durlauf (ed.), Handbook of Economic Growth, edition 1, volume 2, chapter 5, pages 781-853, Elsevier.
    8. Emilio Colombo & Alessandra Michelangeli & Luca Stanca, 2014. "La Dolce Vita : Hedonic Estimates of Quality of Life in Italian Cities," Regional Studies, Taylor & Francis Journals, vol. 48(8), pages 1404-1418, August.
    9. Dionysia Lambiri & Bianca Biagi & Vicente Royuela, 2007. "Quality of Life in the Economic and Urban Economic Literature," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 84(1), pages 1-25, October.
    10. Hashem Dadashpoor & Nina Khalighi, 2016. "Investigating Spatial Distribution of Regional Quality of Life (RQoL) in Iran Between 1996 and 2011," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 127(3), pages 1217-1248, July.
    11. Shi, Tie & Zhu, Wenzhang & Fu, Shihe, 2021. "Quality of life in Chinese cities," China Economic Review, Elsevier, vol. 69(C).
    12. Gilles Duranton & Diego Puga, 2023. "Urban Growth and Its Aggregate Implications," Econometrica, Econometric Society, vol. 91(6), pages 2219-2259, November.
    13. Ernest Miguélez & Rosina Moreno, 2014. "What Attracts Knowledge Workers? The Role Of Space And Social Networks," Journal of Regional Science, Wiley Blackwell, vol. 54(1), pages 33-60, January.
    14. Gagliardi, Luisa & Schlüter, Teresa, 2015. "The role of education for amenity based sorting in British cities," LSE Research Online Documents on Economics 65017, London School of Economics and Political Science, LSE Library.
    15. Norbert Hiller & Oliver Lerbs, 2015. "The capitalization of non-market attributes into regional housing rents and wages: evidence on German functional labor market areas," Review of Regional Research: Jahrbuch für Regionalwissenschaft, Springer;Gesellschaft für Regionalforschung (GfR), vol. 35(1), pages 49-72, February.
    16. Adelheid Holl, 2018. "Local employment growth patterns and the Great Recession: The case of Spain," Journal of Regional Science, Wiley Blackwell, vol. 58(4), pages 837-863, September.
    17. Hasan, Lubna, 2007. "On Measuring the Complexity of Urban Living," MPRA Paper 7413, University Library of Munich, Germany.
    18. Bianca Biagi & Alessandra Faggian & Philip McCann, 2011. "Long and Short Distance Migration in Italy: The Role of Economic, Social and Environmental Characteristics," Spatial Economic Analysis, Taylor & Francis Journals, vol. 6(1), pages 111-131.
    19. Irene Daskalopoulou & Athanasia Karakitsiou & Christina Malliou, 2022. "A Multicriteria Analysis of Life Satisfaction: Assessing Trust and Distance Effects," SN Operations Research Forum, Springer, vol. 3(4), pages 1-20, December.
    20. Edward L. Glaeser & Joshua D. Gottlieb, 2009. "The Wealth of Cities: Agglomeration Economies and Spatial Equilibrium in the United States," Journal of Economic Literature, American Economic Association, vol. 47(4), pages 983-1028, December.

    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:sae:sagope:v:13:y:2023:i:4:p:21582440231218501. 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: SAGE Publications (email available below). General contact details of provider: .

    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.