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Well-Being and Geography: Modelling Differences in Regional Well-Being Profiles in Case of Spatial Dependence—Evidence from Turkey

Author

Listed:
  • Zeynep Elburz

    (Izmir Institute of Technology (IZTECH), Department of City and Regional Planning, Izmir 35430, Turkey)

  • Karima Kourtit

    (The Faculty of Management, Open University of the Netherlands (OU), 6419 Heerlen, The Netherlands
    Centre for European Studies, Alexandru Ioan Cuza University, 700506 Iasi, Romania
    School of Architecture, Planning and Design, Polytechnic University (UM6P), Ben Guerir 43150, Morocco)

  • Peter Nijkamp

    (The Faculty of Management, Open University of the Netherlands (OU), 6419 Heerlen, The Netherlands
    Centre for European Studies, Alexandru Ioan Cuza University, 700506 Iasi, Romania
    School of Architecture, Planning and Design, Polytechnic University (UM6P), Ben Guerir 43150, Morocco)

Abstract

The aim of this study is to provide a new quantitative perspective on the geography of well-being using an urban–rural typology and characteristic city size elements in order to detect where people are happier and to examine the determinants of well-being by considering spatial dependence effects. We use 81 NUTS 3 regions and the time period 2012–2019 to analyse the geography of well-being for Turkey with panel and spatial panel models. Our results show that living in an urban area, in general, makes people happy, but that density negatively affects well-being. In addition, city size matters for enhancing well-being. We also analyse the determinants of well-being by using several socio-economic well-being indicators. Next, the aspatial and spatial model results based on spatial econometric regressions show that education, health, employment, and income are all important for well-being, whereas indirect effects (spillovers) of these indicators also exist. Our results indicate that ignoring spatial effects causes a misinterpretation of the effects of critical determinants of well-being in geography.

Suggested Citation

  • Zeynep Elburz & Karima Kourtit & Peter Nijkamp, 2022. "Well-Being and Geography: Modelling Differences in Regional Well-Being Profiles in Case of Spatial Dependence—Evidence from Turkey," Sustainability, MDPI, vol. 14(24), pages 1-15, December.
  • Handle: RePEc:gam:jsusta:v:14:y:2022:i:24:p:16370-:d:996364
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    References listed on IDEAS

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    1. Bruce Headey & Ruud Muffels & Mark Wooden, 2008. "Money Does not Buy Happiness: Or Does It? A Reassessment Based on the Combined Effects of Wealth, Income and Consumption," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 87(1), pages 65-82, May.
    2. Giorgio Calcagnini & Francesco Perugini, 2019. "A Well-Being Indicator for the Italian Provinces," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 142(1), pages 149-177, February.
    3. Bruno S. Frey & Alois Stutzer, 2002. "What Can Economists Learn from Happiness Research?," Journal of Economic Literature, American Economic Association, vol. 40(2), pages 402-435, June.
    4. Ruut Veenhoven, 2010. "Greater Happiness for a Greater Number," Journal of Happiness Studies, Springer, vol. 11(5), pages 605-629, October.
    5. Joseph Stiglitz & Amartya K. Sen & Jean-Paul Fitoussi, 2009. "The measurement of economic performance and social progress revisited: Reflections and Overview," SciencePo Working papers Main hal-01069384, HAL.
    6. Jan Mutl & Michael Pfaffermayr, 2011. "The Hausman test in a Cliff and Ord panel model," Econometrics Journal, Royal Economic Society, vol. 14, pages 48-76, February.
    7. Richard Florida & Charlotta Mellander & Peter J. Rentfrow, 2013. "The Happiness of Cities," Regional Studies, Taylor & Francis Journals, vol. 47(4), pages 613-627, April.
    8. Kelejian, Harry H. & Prucha, Ingmar R., 2010. "Specification and estimation of spatial autoregressive models with autoregressive and heteroskedastic disturbances," Journal of Econometrics, Elsevier, vol. 157(1), pages 53-67, July.
    9. repec:hal:spmain:info:hdl:2441/5l6uh8ogmqildh09h4687h53k is not listed on IDEAS
    10. Gilles Duranton, 2007. "From cities to productivity and growth in developing countries," Working Papers tecipa-306, University of Toronto, Department of Economics.
    11. Želinský, Tomáš & Hudec, Oto & Mojsejová, Alena & Hricová, Silvia, 2021. "The effects of population density on subjective well-being: A case-study of Slovakia," Socio-Economic Planning Sciences, Elsevier, vol. 78(C).
    12. Cheng Hsiao, 2007. "Panel data analysis—advantages and challenges," TEST: An Official Journal of the Spanish Society of Statistics and Operations Research, Springer;Sociedad de Estadística e Investigación Operativa, vol. 16(1), pages 1-22, May.
    13. Baltagi, Badi H. & Song, Seuck Heun & Koh, Won, 2003. "Testing panel data regression models with spatial error correlation," Journal of Econometrics, Elsevier, vol. 117(1), pages 123-150, November.
    14. Melo, Patricia C. & Graham, Daniel J. & Noland, Robert B., 2009. "A meta-analysis of estimates of urban agglomeration economies," Regional Science and Urban Economics, Elsevier, vol. 39(3), pages 332-342, May.
    15. Bruno S. Frey, 2018. "Economics of Happiness," SpringerBriefs in Economics, Springer, number 978-3-319-75807-7, October.
    16. Kalimeris, Panos & Bithas, Kostas & Richardson, Clive & Nijkamp, Peter, 2020. "Hidden linkages between resources and economy: A “Beyond-GDP” approach using alternative welfare indicators," Ecological Economics, Elsevier, vol. 169(C).
    17. Eni Dardha & Nicky Rogge, 2020. "How's Life in Your Region? Measuring Regional Material Living Conditions, Quality of Life and Subjective Well-Being in OECD Countries Using a Robust, Conditional Benefit-of-the-Doubt Model," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 151(3), pages 1015-1073, October.
    18. Gilles Duranton, 2008. "Viewpoint: From cities to productivity and growth in developing countries," Canadian Journal of Economics, Canadian Economics Association, vol. 41(3), pages 689-736, August.
    19. Loschiavo, David, 2021. "Big-city life (dis)satisfaction? The effect of urban living on subjective well-being," Journal of Economic Behavior & Organization, Elsevier, vol. 192(C), pages 740-764.
    20. David G. Blanchflower, 2021. "Is happiness U-shaped everywhere? Age and subjective well-being in 145 countries," Journal of Population Economics, Springer;European Society for Population Economics, vol. 34(2), pages 575-624, April.
    21. Mikko Weckroth & Teemu Kemppainen, 2021. "(Un)Happiness, where are you? Evaluating the relationship between urbanity, life satisfaction and economic development in a regional context," Regional Studies, Regional Science, Taylor & Francis Journals, vol. 8(1), pages 207-227, January.
    22. LeSage, James & Banerjee, Sudipto & Fischer, Manfred M. & Congdon, Peter, 2009. "Spatial statistics: Methods, models & computation," Computational Statistics & Data Analysis, Elsevier, vol. 53(8), pages 2781-2785, June.
    23. Alessia Arcidiacono & Gianpiero Torrisi, 2022. "Decentralisation and Resilience: A Multidimensional Approach," Sustainability, MDPI, vol. 14(16), pages 1-25, August.
    24. Cheng Hsiao, 2007. "Rejoinder on: Panel data analysis—advantages and challenges," TEST: An Official Journal of the Spanish Society of Statistics and Operations Research, Springer;Sociedad de Estadística e Investigación Operativa, vol. 16(1), pages 56-57, May.
    25. Ferrer-i-Carbonell, Ada, 2005. "Income and well-being: an empirical analysis of the comparison income effect," Journal of Public Economics, Elsevier, vol. 89(5-6), pages 997-1019, June.
    26. Philip S. Morrison, 2021. "Whose Happiness in Which Cities? A Quantile Approach," Sustainability, MDPI, vol. 13(20), pages 1-20, October.
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