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Transport poverty and subjective wellbeing

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  • Awaworyi Churchill, Sefa
  • Smyth, Russell

Abstract

Using 12 waves of longitudinal data from the Household, Income and Labour Dynamics in Australia (HILDA) survey, we examine the relationship between transport poverty and subjective wellbeing. To measure transport poverty, we use indicators that reflect transport affordability and accessibility. Our preferred two-stage least squares (2SLS) estimates, which instrument for transport poverty using NYSE Arca Oil Stock Prices and OPEC oil supply (in millions of barrels), suggest that a standard deviation increase in transport poverty is associated with a decline in subjective wellbeing between 0.318 and 0.544 standard deviations. This general finding is robust to alternative ways of measuring transport poverty, alternative estimation approaches, alternative approaches to addressing endogeneity of transport poverty, and holds irrespective of whether subjective wellbeing is measured using the single-item overall life satisfaction scale or composite scales such as the Mental Health Inventory (MHI-5) scale or the Kessler Psychological Distress Scale (K10).

Suggested Citation

  • Awaworyi Churchill, Sefa & Smyth, Russell, 2019. "Transport poverty and subjective wellbeing," Transportation Research Part A: Policy and Practice, Elsevier, vol. 124(C), pages 40-54.
  • Handle: RePEc:eee:transa:v:124:y:2019:i:c:p:40-54
    DOI: 10.1016/j.tra.2019.03.004
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    as
    1. Arthur Lewbel, 2012. "Using Heteroscedasticity to Identify and Estimate Mismeasured and Endogenous Regressor Models," Journal of Business & Economic Statistics, Taylor & Francis Journals, vol. 30(1), pages 67-80.
    2. Ma, Liang & Zhang, Xin & Ding, Xiaoyan & Wang, Gaoshan, 2018. "Bike sharing and users’ subjective well-being: An empirical study in China," Transportation Research Part A: Policy and Practice, Elsevier, vol. 118(C), pages 14-24.
    3. Ed Diener, 2006. "Guidelines for National Indicators of Subjective Well-Being and Ill-Being," Journal of Happiness Studies, Springer, vol. 7(4), pages 397-404, November.
    4. 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.
    5. Maertens, Miet & Swinnen, Johan F.M., 2009. "Trade, Standards, and Poverty: Evidence from Senegal," World Development, Elsevier, vol. 37(1), pages 161-178, January.
    6. Andrews,Donald W. K. & Stock,James H. (ed.), 2005. "Identification and Inference for Econometric Models," Cambridge Books, Cambridge University Press, number 9780521844413.
    7. Jonas De Vos & Tim Schwanen & Veronique Van Acker & Frank Witlox, 2013. "Travel and Subjective Well-Being: A Focus on Findings, Methods and Future Research Needs," Transport Reviews, Taylor & Francis Journals, vol. 33(4), pages 421-442, July.
    8. Shang Ha & Seokho Kim, 2013. "Personality and Subjective Well-Being: Evidence from South Korea," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 111(1), pages 341-359, March.
    9. Robert Cummins, 1995. "On the trail of the gold standard for subjective well-being," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 35(2), pages 179-200, June.
    10. Boyd-Swan, Casey & Herbst, Chris M., 2012. "Pain at the pump: Gasoline prices and subjective well-being," Journal of Urban Economics, Elsevier, vol. 72(2), pages 160-175.
    11. Campello, Murillo & Graham, John R. & Harvey, Campbell R., 2010. "The real effects of financial constraints: Evidence from a financial crisis," Journal of Financial Economics, Elsevier, vol. 97(3), pages 470-487, September.
    12. Lorenz, Olga, 2018. "Does commuting matter to subjective well-being?," Journal of Transport Geography, Elsevier, vol. 66(C), pages 180-199.
    13. Currie, Grahama & Richardson, Tony & Smyth, Paul & Vella-Brodrick, Dianne & Hine, Julian & Lucas, Karen & Stanley, Janet & Morris, Jenny & Kinnear, Ray & Stanley, John, 2010. "Investigating links between transport disadvantage, social exclusion and well-being in Melbourne - Updated results," Research in Transportation Economics, Elsevier, vol. 29(1), pages 287-295.
    14. Lucas, Karen & Philips, Ian & Mulley, Corinne & Ma, Liang, 2018. "Is transport poverty socially or environmentally driven? Comparing the travel behaviours of two low-income populations living in central and peripheral locations in the same city," Transportation Research Part A: Policy and Practice, Elsevier, vol. 116(C), pages 622-634.
    15. Farber, Steven & Mifsud, Anika & Allen, Jeff & Widener, Michael J. & Newbold, K. Bruce & Moniruzzaman, Md, 2018. "Transportation barriers to Syrian newcomer participation and settlement in Durham Region," Journal of Transport Geography, Elsevier, vol. 68(C), pages 181-192.
    16. van Hoorn, André, 2018. "Is the happiness approach to measuring preferences valid?," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 73(C), pages 53-65.
    17. Tomás Serebrisky & Andrés Gómez‐Lobo & Nicolás Estupiñán & Ramón Muñoz‐Raskin, 2009. "Affordability and Subsidies in Public Urban Transport: What Do We Mean, What Can Be Done?," Transport Reviews, Taylor & Francis Journals, vol. 29(6), pages 715-739, January.
    18. 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.
    19. Lucas, Karen, 2012. "Transport and social exclusion: Where are we now?," Transport Policy, Elsevier, vol. 20(C), pages 105-113.
    20. Dolan, Paul & Peasgood, Tessa & White, Mathew, 2008. "Do we really know what makes us happy A review of the economic literature on the factors associated with subjective well-being," Journal of Economic Psychology, Elsevier, vol. 29(1), pages 94-122, February.
    21. Ettema, Dick & Gärling, Tommy & Olsson, Lars E. & Friman, Margareta, 2010. "Out-of-home activities, daily travel, and subjective well-being," Transportation Research Part A: Policy and Practice, Elsevier, vol. 44(9), pages 723-732, November.
    22. Breusch, T S & Pagan, A R, 1979. "A Simple Test for Heteroscedasticity and Random Coefficient Variation," Econometrica, Econometric Society, vol. 47(5), pages 1287-1294, September.
    23. Lucas, Karen & Bates, John & Moore, José & Carrasco, Juan Antonio, 2016. "Modelling the relationship between travel behaviours and social disadvantage," Transportation Research Part A: Policy and Practice, Elsevier, vol. 85(C), pages 157-173.
    24. Velaga, Nagendra R. & Beecroft, Mark & Nelson, John D. & Corsar, David & Edwards, Peter, 2012. "Transport poverty meets the digital divide: accessibility and connectivity in rural communities," Journal of Transport Geography, Elsevier, vol. 21(C), pages 102-112.
    25. Xia, Jianhong(Cecilia) & Nesbitt, Joshua & Daley, Rebekah & Najnin, Arfanara & Litman, Todd & Tiwari, Surya Prasad, 2016. "A multi-dimensional view of transport-related social exclusion: A comparative study of Greater Perth and Sydney," Transportation Research Part A: Policy and Practice, Elsevier, vol. 94(C), pages 205-221.
    26. Delbosc, Alexa & Currie, Graham, 2011. "Exploring the relative influences of transport disadvantage and social exclusion on well-being," Transport Policy, Elsevier, vol. 18(4), pages 555-562, August.
    27. Mattioli, Giulio & Lucas, Karen & Marsden, Greg, 2017. "Transport poverty and fuel poverty in the UK: From analogy to comparison," Transport Policy, Elsevier, vol. 59(C), pages 93-105.
    28. Heinz Welsch & Philipp Biermann, 2017. "Energy Affordability and Subjective Well-Being: Evidence for European Countries," The Energy Journal, International Association for Energy Economics, vol. 0(Number 3).
    29. Currie, Graham & Richardson, Tony & Smyth, Paul & Vella-Brodrick, Dianne & Hine, Julian & Lucas, Karen & Stanley, Janet & Morris, Jenny & Kinnear, Ray & Stanley, John, 2009. "Investigating links between transport disadvantage, social exclusion and well-being in Melbourne--Preliminary results," Transport Policy, Elsevier, vol. 16(3), pages 97-105, July.
    30. Farber, Steven & Páez, Antonio, 2009. "My car, my friends, and me: a preliminary analysis of automobility and social activity participation," Journal of Transport Geography, Elsevier, vol. 17(3), pages 216-225.
    31. Kenyon, Susan, 2011. "Transport and social exclusion: access to higher education in the UK policy context," Journal of Transport Geography, Elsevier, vol. 19(4), pages 763-771.
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