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Escaping from Air Pollution: Exploring the Psychological Mechanism behind the Emergence of Internal Migration Intention among Urban Residents

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  • Quan-Hoang Vuong

    (Centre for Interdisciplinary Social Research, Phenikaa University, Yen Nghia Ward, Ha Dong District, Hanoi 100803, Vietnam)

  • Tam-Tri Le

    (Centre for Interdisciplinary Social Research, Phenikaa University, Yen Nghia Ward, Ha Dong District, Hanoi 100803, Vietnam)

  • Quy Van Khuc

    (Faculty of Development Economics, VNU University of Economics and Business, Vietnam National University, Hanoi 100000, Vietnam)

  • Quang-Loc Nguyen

    (SP Jain School of Global Management, Lidcombe, NSW 2141, Australia)

  • Minh-Hoang Nguyen

    (Centre for Interdisciplinary Social Research, Phenikaa University, Yen Nghia Ward, Ha Dong District, Hanoi 100803, Vietnam)

Abstract

Rapid urbanization with poor city planning has resulted in severe air pollution in urban areas of low- and middle-income countries. Given the adverse impacts of air pollution, citizens may develop ideation of averting behaviors, including migration to another region. The current study explores the psychological mechanism and demographic predictors of internal migration intention among urban people in Hanoi, Vietnam—one of the most polluted capital cities in the world. The Bayesian Mindsponge Framework (BMF) analytics was used to construct a model and perform Bayesian analysis on a stratified random sampling dataset of 475 urban people. We found that migration intention was negatively associated with an individual’s satisfaction with air quality. The association was moderated by the perceived availability of a nearby alternative (i.e., a nearby province/city with better air quality). The high migration cost due to geographical distance made the moderation effect of the perceived availability of a faraway alternative negligible. These results validate the proposed psychological mechanism behind the emergence of migration intention. Moreover, it was found that male and young people were more likely to migrate. While the brain drain effect did not clearly show, it is likely due to complex underlying interactions of various related factors (e.g., age and gender). The results hint that without air pollution mitigation measures, the dislocation of economic forces might occur and hinder sustainable urban development. Therefore, collaborative actions among levels of government, with the environmental semi-conducting principle at heart, are recommended to reduce air pollution.

Suggested Citation

  • Quan-Hoang Vuong & Tam-Tri Le & Quy Van Khuc & Quang-Loc Nguyen & Minh-Hoang Nguyen, 2022. "Escaping from Air Pollution: Exploring the Psychological Mechanism behind the Emergence of Internal Migration Intention among Urban Residents," IJERPH, MDPI, vol. 19(19), pages 1-22, September.
    • Handle: RePEc:gam:jijerp:v:19:y:2022:i:19:p:12233-:d:926281
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    1. Leamer, Edward E, 1973. "Multicollinearity: A Bayesian Interpretation," The Review of Economics and Statistics, MIT Press, vol. 55(3), pages 371-380, August.
    2. Quan-Hoang Vuong, 2021. "The semiconducting principle of monetary and environmental values exchange," Economics and Business Letters, Oviedo University Press, vol. 10(3), pages 284-290.
    3. Everett Lee, 1966. "A theory of migration," Demography, Springer;Population Association of America (PAA), vol. 3(1), pages 47-57, March.
    4. Tom Y. Chang & Joshua Graff Zivin & Tal Gross & Matthew Neidell, 2019. "The Effect of Pollution on Worker Productivity: Evidence from Call Center Workers in China," American Economic Journal: Applied Economics, American Economic Association, vol. 11(1), pages 151-172, January.
    5. Quan-Hoang Vuong & Manh-Tung Ho & Hong-Kong To Nguyen & Minh-Hoang Nguyen, 2019. "The trilemma of sustainable industrial growth: evidence from a piloting OECD’s Green city," Palgrave Communications, Palgrave Macmillan, vol. 5(1), pages 1-14, December.
    6. Liu, Ziming & Yu, Lu, 2020. "Stay or Leave? The Role of Air Pollution in Urban Migration Choices," Ecological Economics, Elsevier, vol. 177(C).
    7. Quan-Hoang Vuong, 2020. "Reform retractions to make them more transparent," Nature, Nature, vol. 582(7811), pages 149-149, June.
    8. Welsch, Heinz, 2006. "Environment and happiness: Valuation of air pollution using life satisfaction data," Ecological Economics, Elsevier, vol. 58(4), pages 801-813, July.
    9. Vuong, Quan-Hoang & Ho, Manh-Toan & Nguyen, Minh-Hoang & Pham, Thanh-Hang & Vuong, Thu-Trang & Khuc, Quy & Ho, Hoang-Anh & La, Viet-Phuong, 2021. "On the environment-destructive probabilistic trends: A perceptual and behavioral study on video game players," Technology in Society, Elsevier, vol. 65(C).
    10. Saberian, Soodeh & Heyes, Anthony & Rivers, Nicholas, 2017. "Alerts work! Air quality warnings and cycling," Resource and Energy Economics, Elsevier, vol. 49(C), pages 165-185.
    11. Zhang, Junjie & Mu, Quan, 2018. "Air pollution and defensive expenditures: Evidence from particulate-filtering facemasks," Journal of Environmental Economics and Management, Elsevier, vol. 92(C), pages 517-536.
    12. Graff Zivin, Joshua & Neidell, Matthew, 2009. "Days of haze: Environmental information disclosure and intertemporal avoidance behavior," Journal of Environmental Economics and Management, Elsevier, vol. 58(2), pages 119-128, September.
    13. Bruno Frey & Simon Luechinger & Alois Stutzer, 2009. "The life satisfaction approach to valuing public goods: The case of terrorism," Public Choice, Springer, vol. 138(3), pages 317-345, March.
    14. Charness, Gary & Gneezy, Uri, 2012. "Strong Evidence for Gender Differences in Risk Taking," Journal of Economic Behavior & Organization, Elsevier, vol. 83(1), pages 50-58.
    15. Vuong, Quan-Hoang, 2022. "A New Theory of Serendipity: Nature, Emergence and Mechanism," OSF Preprints t8ahv, Center for Open Science.
    16. Olivier Deschênes & Michael Greenstone & Joseph S. Shapiro, 2017. "Defensive Investments and the Demand for Air Quality: Evidence from the NOx Budget Program," American Economic Review, American Economic Association, vol. 107(10), pages 2958-2989, October.
    17. Eckel, Catherine C. & Grossman, Philip J., 2008. "Men, Women and Risk Aversion: Experimental Evidence," Handbook of Experimental Economics Results, in: Charles R. Plott & Vernon L. Smith (ed.), Handbook of Experimental Economics Results, edition 1, volume 1, chapter 113, pages 1061-1073, Elsevier.
    18. Quan-Hoang Vuong, 2016. "Impacts of geographical locations and sociocultural traits on the Vietnamese entrepreneurship," Working Papers CEB 16-012, ULB -- Universite Libre de Bruxelles.
    19. Vally Koubi & Sebastian Stoll & Gabriele Spilker, 2016. "Perceptions of environmental change and migration decisions," Climatic Change, Springer, vol. 138(3), pages 439-451, October.
    20. Minh-Hoang Nguyen & Tam-Tri Le & Hong-Kong To Nguyen & Manh-Toan Ho & Huyen T. Thanh Nguyen & Quan-Hoang Vuong, 2021. "Alice in Suicideland: Exploring the Suicidal Ideation Mechanism through the Sense of Connectedness and Help-Seeking Behaviors," IJERPH, MDPI, vol. 18(7), pages 1-24, April.
    21. Quan-Hoang Vuong & Tri Vu Phu & Tuyet-Anh T. Le & Quy Van Khuc, 2021. "Exploring Inner-City Residents’ and Foreigners’ Commitment to Improving Air Pollution: Evidence from a Field Survey in Hanoi, Vietnam," Data, MDPI, vol. 6(4), pages 1-13, April.
    22. Mohammad Reza Farzanegan & Hassan F. Gholipour & Mostafa Javadian, 2023. "Air pollution and internal migration: evidence from an Iranian household survey," Empirical Economics, Springer, vol. 64(1), pages 223-247, January.
    23. Jiaxiu He & Haoming Liu & Alberto Salvo, 2019. "Severe Air Pollution and Labor Productivity: Evidence from Industrial Towns in China," American Economic Journal: Applied Economics, American Economic Association, vol. 11(1), pages 173-201, January.
    24. Quy Van Khuc & Minh-Hoang Nguyen & Tam-Tri Le & Truc-Le Nguyen & Thuy Nguyen & Hoang Khac Lich & Quan-Hoang Vuong, 2022. "Brain Drain out of the Blue: Pollution-Induced Migration in Vietnam," IJERPH, MDPI, vol. 19(6), pages 1-20, March.
    25. Janet Currie & Eric A. Hanushek & E. Megan Kahn & Matthew Neidell & Steven G. Rivkin, 2009. "Does Pollution Increase School Absences?," The Review of Economics and Statistics, MIT Press, vol. 91(4), pages 682-694, November.
    26. Schwartz, Aba, 1973. "Interpreting the Effect of Distance on Migration," Journal of Political Economy, University of Chicago Press, vol. 81(5), pages 1153-1169, Sept.-Oct.
    27. Shuai Chen & Paulina Oliva & Peng Zhang, 2017. "The Effect of Air Pollution on Migration: Evidence from China," NBER Working Papers 24036, National Bureau of Economic Research, Inc.
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    1. Khuc, Quy Van & Dang, Phuong-Thao & Tran, Phuong-Mai & Nguyen, Thuy & Pham, Phu & Tran, Duc-Trung, 2022. "Exploring strategies to tackle plastic waste pollution: Evidence from Vietnamese household survey and Bayesian approach," OSF Preprints m73ef, Center for Open Science.
    2. Mindsponge, AISDL, 2023. "Essential materials for Bayesian Mindsponge Framework analytics," OSF Preprints 7bxpd, Center for Open Science.
    3. Mindsponge, AISDL, 2022. "Release of guide for bayesvl version 1.0," OSF Preprints rs3zb, Center for Open Science.

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