Abstract
The study of subjective well-being (SWB) has attracted considerable attention from scholars globally. This has stimulated numerous studies that have identified regional and individual factors associated with SWB, but the extant research lacks multi-level studies that simultaneously examine their influence on SWB. Environmental pollution is one of such factors, but few studies have investigated its effect on SWB in China particularly. The current study addressed these problems by conducting hierarchical linear regressions to explore the effects of regional and individual factors on Chinese people’s SWB. Three major environmental pollutions (wastewater pollution, domestic waste pollution, and air pollution) were studied using data from the Chinese General Social Survey 2013 and China Statistical Yearbook 2014. The results indicated that wastewater pollution and domestic waste pollution had significant negative influence on SWB. Moreover, gross domestic product (GDP) per capita might contribute more to the improvement of SWB than income inequality. This implies that individuals’ SWB might be enhanced by improving absolute income, which is consistent with the micro-level proposition of the Easterlin paradox. Overall, these findings signal that effective management of environmental pollution is essential for promoting the SWB of the people in China.
Similar content being viewed by others
References
Abbott P, Wallace C, Lin K, Haerpfer C (2016) The quality of society and life satisfaction in China. Soc Indic Res 127(2):653–670
Barnes SJ (2019) Understanding plastics pollution: the role of economic development and technological research. Environ Pollut 249:812–821
Bartolini S, Sarracino F (2014) Happy for how long? How social capital and economic growth relate to happiness over time. Ecol Econ 108:242–256
Bartolini S, Mikucka M, Sarracino F (2017) Money, trust and happiness in transition countries: evidence from time series. Soc Indic Res 130(1):87–106
Böckerman P, Johansson E, Saarni SI, Saarni SE (2014) The negative association of obesity with subjective well-being: is it all about health? J Happiness Stud 15(4):857–867
Campbell A (1976) Subjective measures of well-being. Am Psychol 31(2):117–124
Checa I, Perales J, Espejo B (2019) Measurement invariance of the satisfaction with life scale by gender, age, marital status and educational level. Qual Life Res 28(4):1–6
Diener E (2000) Subjective well-being: the science of happiness and a proposal for a national index. Am Psychol 55(1):34–43
Diener E, Tay L, Oishi S (2013) Rising income and the subjective well-being of nations. J Pers Soc Psychol 104(2):267–276
Diener E, Oishi S, Lucas RE (2015) National accounts of subjective well-being. Am Psychol 70(3):234–242
Diener E, Oishi S, Tay L (2018) Advances in subjective well-being research. Nat Hum Behav 2:253–260
Dou J, Han X (2019) How does the industry mobility affect pollution industry transfer in China: empirical test on pollution haven hypothesis and porter hypothesis? J Clean Prod 217:105–115
Easterlin RA (1974) Does economic growth improve the human lot? Some empirical evidence. In: Nations and Households in Economic Growth. Elsevier, New York, pp 89–125
Easterlin RA, McVey LA, Switek M, Sawangfa O, Zweig JS (2010) The happiness–income paradox revisited. Proc Natl Acad Sci U S A 107(52):22463–22468
Ebenstein A, Fan M, Greenstone M, He G, Yin P, Zhou M (2015) Growth, pollution, and life expectancy: China from 1991-2012. Am Econ Rev 105(5):226–231
Fanning L, O'Neill DW (2019) The well being–consumption paradox: happiness, health, income, and carbon emissions in growing versus non-growing economies. J Clean Prod 212:810–821
Geng L-N, Wang Q, Wen L-L (2017) Current status and reflection of environmental targets and public perception. Environ Prot Sci 43(1):13–17 (in Chinese)
Geng L, Wu Z, Zhang S, Zhou K (2019) The end effect in air pollution: the role of perceived difference. J Environ Manag 232:413–420
Glanville K, Chang HC (2015) Mapping illegal domestic waste disposal potential to support waste management efforts in Queensland, Australia. Int J Geogr Inf Sci 29(6):1–17
Guo Y, Li Y (2018) Online amplification of air pollution risk perception: the moderating role of affect in information. Inf Commun Soc 21(1):80–93
Haibo C, Ayamba EC, Agyemang AO, Afriyie SO, Anaba AO (2019) Economic development and environmental sustainability—the case of foreign direct investment effect on environmental pollution in China. Environ Sci Pollut Res 26(7):7228–7242
Han Z, Liu D, Lei Y, Wu J, Li S (2015) Characteristics and management of domestic waste in the rural area of Southwest China. Waste Manag Res 33(1):39–47
Han Z, Liu Y, Zhong M, Shi G, Li Q, Zeng D, Zhang Y, Fei Y, Xie Y (2018) Influencing factors of domestic waste characteristics in rural areas of developing countries. Waste Manag 72:45–54
Han Y, Ma J, Xiao B, Huo X, Guo X (2019) New integrated self-refluxing rotating biological contactor for rural sewage treatment. J Clean Prod 217:324–334
Hirschman AO, Rothschild M (1973) The changing tolerance for income inequality in the course of economic development: with a mathematical appendix. Q J Econ 87(4):544–566
Hoekstra AY, Buurman J, Van Ginkel KC (2018) Urban water security: a review. Environ Res Lett 13(5):053002
Hong JW, Hong J, Kwon EE, Yoon D (2019) Temporal dynamics of urban heat island correlated with the socio-economic development over the past half-century in Seoul, Korea. Environ Pollut 254:112934
Jiang S, Lu M, Sato H (2012) Identity, inequality, and happiness: evidence from urban China. World Dev 40(6):1190–1200
Juknys R, Liobikienė G, Dagiliūtė R (2018) Deceleration of economic growth - the main course seeking sustainability in developed countries. J Clean Prod 192:1–8
Kasperson RE, Renn O, Slovic P, Brown HS, Emel J, Goble R, Kasperson JX, Ratick S (1988) The social amplification of risk: a conceptual framework. Risk Anal 8(2):177–187
Knight J, Gunatilaka R (2011) Does economic growth raise happiness in China? Oxf Dev Stud 39(1):1–24
Koo TK, Li MY (2016) A guideline of selecting and reporting intraclass correlation coefficients for reliability research. J Chiropr Med 15(2):155–163
Kumar P, Druckman A, Gallagher J, Gatersleben B, Allison S, Eisenman TS et al (2019) The nexus between air pollution, green infrastructure and human health. Environ Int 133:105181
Layard R (2006) Happiness and public policy: a challenge to the profession. Econ J 116(510):C24–C33
Lee WS, Zhao Z (2017) Height, weight and well-being for rural, urban and migrant workers in China. Soc Indic Res 132(1):117–136
Li L-L, Shi L (2019) Economic growth and subjective well-being: analyzing the formative mechanism of Easterlin paradox. J Chin Soc 6:1–19 (in Chinese)
Li Y, Guan D, Tao S, Wang X, He K (2018) A review of air pollution impact on subjective well-being: survey versus visual psychophysics. J Clean Prod 184:959–968
Liu K, Lin B (2019) Research on influencing factors of environmental pollution in China: a spatial econometric analysis. J Clean Prod 206:356–364
Lu JG, Lee JJ, Gino F, Galinsky AD (2018) Polluted morality: air pollution predicts criminal activity and unethical behavior. Psychol Sci 29(3):340–355
Luechinger S (2010) Life satisfaction and transboundary air pollution. Econ Lett 107(1):4–6
Lv D, Ying C, Zhu T, Li T, Shen F, Li X (2019) The pollution characteristics of PM10 and PM2. 5 during summer and winter in Beijing, Suning and Islamabad. Atmos Pollut Res 10(4):1159–1164
Ma M, Ran Y, Du Y, Ma X, Cai W, Xu P (2017) A methodology to assess china's building energy savings at the national level: an ipat–lmdi model approach. J Clean Prod 143:784–793
Maji KJ, Ye WF, Arora M, Nagendra SS (2019) Ozone pollution in Chinese cities: assessment of seasonal variation, health effects and economic burden. Environ Pollut 247:792–801
Mikucka M, Sarracino F, Dubrow JK (2017) When does economic growth improve life satisfaction? Multilevel analysis of the roles of social trust and income inequality in 46 countries, 1981–2012. World Dev 93:447–459
Opfinger M (2016) The Easterlin paradox worldwide. Appl Econ Lett 23(2):85–88
Panagopoulos T, Gonzále D, Bostenaru D (2016) Urban planning with respect to environmental quality and human well-being. Environ Pollut 208:137–144
Pasanen TP, White MP, Wheeler BW, Garrett JK, Elliott LR (2019) Neighbourhood blue space, health and wellbeing: the mediating role of different types of physical activity. Environ Int 131:105016
Raudenbush SW, Bryk AS (2002) Hierarchical linear models: applications and data analysis methods. Sage Publications, London
Rehdanz K, Maddison D (2005) Climate and happiness. Ecol Econ 52(1):111–125
Reyes-García V, Babigumira R, Pyhälä A, Wunder S, Zorondo-Rodríguez F, Angelsen A (2016) Subjective wellbeing and income: empirical patterns in the rural developing world. J Happiness Stud 17(2):773–791
Reyes-García V, Angelsen A, Shively GE, Minkin D (2018) Does income inequality influence subjective wellbeing? Evidence from 21 developing countries. J Happiness Stud 20(4):1197–1125
Riley-Powell A, Lee G, Naik N, Jensen K, O’Neal C, Salmón-Mulanovich G, Hartinger S, Bausch D, Paz-Soldan V (2018) The impact of road construction on subjective well-being in communities in Madre de Dios, Peru. Int J Environ Res Public Health 15(6):1271–1286
Rojas-Vallejos J, Lastuka A (2020) The income inequality and carbon emissions trade-off revisited. Energy Policy 139:111302
Ryan RM, Deci EL (2001) On happiness and human potentials: a review of research on hedonic and eudaimonic well-being. Annu Rev Psychol 52(1):141–166
Samoli E, Stergiopoulou A, Santana P, Rodopoulou S, Mitsakou C, Dimitroulopoulou C et al (2019) Spatial variability in air pollution exposure in relation to socioeconomic indicators in nine European metropolitan areas: a study on environmental inequality. Environ Pollut 249:345–353
Sampei Y, Aoyagi-Usui M (2009) Mass-media coverage, its influence on public awareness of climate-change issues, and implications for Japan’s national campaign to reduce greenhouse gas emissions. Glob Environ Chang 19(2):203–212
Sánchez-Álvarez N, Extremera N, Fernández-Berrocal P (2016) The relation between emotional intelligence and subjective well-being: a meta-analytic investigation. J Posit Psychol 11(3):276–285
Shapiro A, Keyes CLM (2008) Marital status and social well-being: are the married always better off? Soc Indic Res 88(2):329–346
Song Y, Guo S, Zhang M (2019a) Will environmental regulations affect subjective well-being? —a cross-region analysis in China. Environ Sci Pollut Res 26(28):29191–29211
Song Y, Zhou A, Zhang M, Wang H (2019b) Assessing the Effects of Haze Pollution on Subjective Well-being based on Chinese General Social Survey. J Clean Prod 235:574–582
Steel P, Taras V, Uggerslev K, Bosco F (2018) The happy culture: a theoretical, meta-analytic, and empirical review of the relationship between culture and wealth and subjective well-being. Personal Soc Psychol Rev 22(2):128–169
Tang Z-P, Liu W-D, Liu Z-G, Wang B (2011) Regional difference and convergence of standardized discharge of industrial waste water in China. Geogr Res 7(1):99–107 (in Chinese)
Turan NG, Çoruh S, Akdemir A, Ergun ON (2009) Municipal solid waste management strategies in Turkey. Waste Manag 29(1):465–469
Vörösmarty CJ, McIntyre PB, Gessner MO, Dudgeon D, Prusevich A, Green P et al (2010) Global threats to human water security and river biodiversity. Nature 467(7315):555–561
Wang Q, Chen X (2015) Energy policies for managing China’s carbon emission. Renew Sust Energ Rev 50:470–479
Wang Q, Jiang R (2019) Is China’s economic growth decoupled from carbon emissions? J Clean Prod 225:1194–1208
Wang P, Pan J, Luo Z (2015a) The impact of income inequality on individual happiness: evidence from China. Soc Indic Res 121(2):413–435
Wang Q, Yuan X, Zhang J, Gao Y, Hong J, Zuo J, Liu W (2015b) Assessment of the sustainable development capacity with the entropy weight coefficient method. Sustainability 7(10):13542–13563
Wang Q, Su M, Li R, Ponce P (2019) The effects of energy prices, urbanization and economic growth on energy consumption per capita in 186 countries. J Clean Prod 225:1017–1032
Wu X, Chen S, Guo J, Gao G (2018) Effect of air pollution on the stock yield of heavy pollution enterprises in China's key control cities. J Clean Prod 170:399–406
Xie Y, Dai H, Zhang Y, Wu Y, Hanaoka T, Masui T (2019) Comparison of health and economic impacts of PM2. 5 and ozone pollution in China. Environ Int 130:104881
Xu J, Geng W, Geng X, Cui L, Ding T, Xiao C, Zhang J, Tang J, Zhai J (2020) Study on the association between ambient air pollution and daily cardiovascular death in Hefei, China. Environ Sci Pollut Res 27:547–561
Yang T, Liu W (2018) Does air pollution affect public health and health inequality? Empirical evidence from China. J Clean Prod 203:43–52
Yuan L, Shin K, Managi S (2018) Subjective well-being and environmental quality: the impact of air pollution and green coverage in China. Ecol Econ 153:124–138
Zeng J, He Q (2019) Does industrial air pollution drive health care expenditures? Spatial evidence from China. J Clean Prod 218:400–408
Zhang X, Zhang X, Chen X (2017) Happiness in the air: how does a dirty sky affect mental health and subjective well-being? J Environ Econ Manag 85:81–94
Zhang X, Chen X, Zhang X (2018) The impact of exposure to air pollution on cognitive performance. Proc Natl Acad Sci U S A 115(37):193–9197
Zheng S, Wang J, Sun C, Zhang X, Kahn ME (2019) Air pollution lowers Chinese urbanites’ expressed happiness on social media. Nat Hum Behav 3:237–243
Funding
This study was funded by the National Key Programme of Research and Development, Ministry of Science and Technology (Grant number 2016YFC0503200), the National Social Science Foundation of China (Grant number 18BSH122) and Major Project (Key grant) of National Social Science Fund of China (Grant number 19ZDA149).
Author information
Authors and Affiliations
Contributions
All authors contributed to the study conception and design. Methodology, data collection, and analysis were performed by Xinya Yang. The first draft of the manuscript was written by Xinya Yang, Liuna Geng, and Kexin Zhou, and all authors commented on the previous versions of the manuscript. All authors read and approved the final manuscript.
Corresponding author
Additional information
Responsible editor: Nicholas Apergis
Publisher’s note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Rights and permissions
About this article
Cite this article
Yang, X., Geng, L. & Zhou, K. Environmental pollution, income growth, and subjective well-being: regional and individual evidence from China. Environ Sci Pollut Res 27, 34211–34222 (2020). https://doi.org/10.1007/s11356-020-09678-0
Received:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s11356-020-09678-0