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Physical activity attenuates the association between household air pollution and health-related quality of life in Chinese rural population: the Henan Rural Cohort Study

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Abstract

Background and purpose

Limited research focused on the association between household air pollution (HAP) and health-related quality of life (HRQoL). This study aimed to investigate the association of HAP with HRQoL and the effect modification of physical activity.

Method

A total of 16,761 eligible participants were derived from the Henan Rural Cohort Study. Based on structured questionnaires, HAP was assessed by fuel type, cooking duration and kitchen ventilation; HRQoL was measured with utility index and VAS score from the European Quality of Life Five Dimension Five Level Scale (EQ-5D-5L); physical activity was assessed by the International Physical Activity Questionnaire. Generalized linear models and tobit regression models were utilized to explore the relationship of HAP with HRQoL. Further sensitivity analyses were conducted using structural equation models.

Results

Compared with those who cooked with clean fuels, short-duration, or good kitchen ventilation, participants who cooked with solid fuels, long-duration, and poor ventilation had lower utility index and VAS score (All P < 0.001). The decrease in utility index for solid fuel users vs. clean fuel users were 0.06 [95%confidence interval (CI) 003, 0.08], 0.03 (95%CI 0.01, 0.04) and 0.02 (95%CI 0.01, 0.04) in low, moderate and high physical activity group, respectively, which decreased with physical activity levels (Pfor interaction < 0.05). Similar results were observed in associations of kitchen ventilation with utility index and VAS score.

Conclusion

HAP negatively associated with HRQoL in rural population, and potential intervention aimed at maintaining adequate physical activity.

Trail registration

The Henan Rural Cohort Study has been registered at Chinese Clinical Trial Register (Registration number: ChiCTR-OOC-15006699). Date of registration: 06 July, 2015. http://www.chictr.org.cn/showproj.aspx?proj=11375.

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Data availability

The data analyzed during current study are available from the corresponding author on reasonable request.

References

  1. GBDRF Collaborators. (2017). Global, regional, and national comparative risk assessment of 84 behavioural, environmental and occupational, and metabolic risks or clusters of risks, 1990–2016: A systematic analysis for the Global Burden of Disease Study 2016. Lancet, 390(10100), 1345–1422. https://doi.org/10.1016/S0140-6736(17)32366-8

    Article  Google Scholar 

  2. World Health Organization (WHO). (2021). Household air pollution and health. Retrieved June 9, 2022, from http://www.who.int/en/news-room/fact-sheets/detail/household-air-pollution-and-health

  3. Balmes, J. R. (2019). Household air pollution from domestic combustion of solid fuels and health. The Journal of Allergy and Clinical Immunology, 143(6), 1979–1987. https://doi.org/10.1016/j.jaci.2019.04.016

    Article  CAS  PubMed  Google Scholar 

  4. International Energy Agency, (2018). World Energy Outlook 2018: Highlights. Paris: International Energy Agency. Retrived June 9, 2022, from https://doi.org/10.1787/weo-2018-2-en

  5. Amegah, A. K., & Jaakkola, J. J. (2016). Household air pollution and the sustainable development goals. Bulletin of the World Health Organization, 94(3), 215–221. https://doi.org/10.2471/BLT.15.155812

    Article  PubMed  PubMed Central  Google Scholar 

  6. Chafe, Z. A., Brauer, M., Klimont, Z., Van Dingenen, R., Mehta, S., Rao, S., Riahi, K., Dentener, F., & Smith, K. R. (2014). Household cooking with solid fuels contributes to ambient PM2.5 air pollution and the burden of disease. Environmental Health Perspectives, 122(12), 1314–1320. https://doi.org/10.1289/ehp.1206340

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  7. Shupler, M., Hystad, P., Birch, A., Miller-Lionberg, D., Jeronimo, M., Arku, R. E., Chu, Y. L., Mushtaha, M., Heenan, L., Rangarajan, S., Seron, P., Lanas, F., Cazor, F., Lopez-Jaramillo, P., Camacho, P. A., Perez, M., Yeates, K., West, N., Ncube, T., Ncube, B., Chifamba, J., Yusuf, R., Khan, A., Hu, B., Liu, X., Wei, L., Tse, L. A., Mohan, D., Kumar, P., Gupta, R., Mohan, I., Jayachitra, K. G., Mony, P. K., Rammohan, K., Nair, S., Lakshmi, P. V. M., Sagar, V., Khawaja, R., Iqbal, R., Kazmi, K., Yusuf, S., Brauer, M., & PURE-AIR study (2020). Household and personal air pollution exposure measurements from 120 communities in eight countries: Results from the PURE-AIR study. Lancet Planetary Health, 4(10), e451–e462. https://doi.org/10.1016/S2542-5196(20)30197-2

    Article  PubMed  Google Scholar 

  8. Rajkumar, S., Clark, M. L., Young, B. N., Benka-Coker, M. L., Bachand, A. M., Brook, R. D., Nelson, T. L., Volckens, J., Reynolds, S. J., L'Orange, C., Good, N., Koehler, K., Africano, S., Osorto Pinel, A. B., & Peel, J. L. (2018). Exposure to household air pollution from biomass-burning cookstoves and HbA1c and diabetic status among Honduran women. Indoor Air. https://doi.org/10.1111/ina.12484

    Article  PubMed  PubMed Central  Google Scholar 

  9. Lee, K. K., Bing, R., Kiang, J., Bashir, S., Spath, N., Stelzle, D., Mortimer, K., Bularga, A., Doudesis, D., Joshi, S. S., Strachan, F., Gumy, S., Adair-Rohani, H., Attia, E. F., Chung, M. H., Miller, M. R., Newby, D. E., Mills, N. L., McAllister, D. A., & Shah, A. (2020). Adverse health effects associated with household air pollution: A systematic review, meta-analysis, and burden estimation study. The Lancet Global Health, 8(11), e1427–e1434. https://doi.org/10.1016/S2214-109X(20)30343-0

    Article  PubMed  PubMed Central  Google Scholar 

  10. Karimi, M., & Brazier, J. (2016). Health, health-related quality of life, and quality of life: what is the difference? PharmacoEconomics, 34(7), 645–649. https://doi.org/10.1007/s40273-016-0389-9

    Article  PubMed  Google Scholar 

  11. Liao, W., Luo, Z., Dong, X., Wu, X., Mei, Y., Cui, N., Kang, N., Lan, Y., Liu, X., Huo, W., Wang, F., & Wang, C. (2021). Associations between depressive symptoms, anxiety symptoms, their comorbidity and health-related quality of life: A large-scale cross-sectional study. BMC Public Health, 21(1), 1911. https://doi.org/10.1186/s12889-021-11969-1

    Article  PubMed  PubMed Central  Google Scholar 

  12. Kang, N., Liu, X., Liao, W., Tu, R., Sang, S., Zhai, Z., Hou, J., Wang, C., Wang, X., & Li, Y. (2021). Health-related quality of life among rural adults with type 2 diabetes mellitus: A cross-sectional study. European Journal of Public Health, 31(3), 547–553. https://doi.org/10.1093/eurpub/ckaa247

    Article  PubMed  Google Scholar 

  13. Sang, S., Kang, N., Liao, W., Wu, X., Hu, Z., Liu, X., Wang, C., & Zhang, H. (2021). The influencing factors of health-related quality of life among rural hypertensive individuals: A cross-sectional study. Health and Quality of Life Outcomes, 19(1), 244. https://doi.org/10.1186/s12955-021-01879-6

    Article  PubMed  PubMed Central  Google Scholar 

  14. Michel, M., Spinelli, F., Grambihler, A., Labenz, C., Nagel, M., Kaps, L., Huber, Y., Galle, P. R., Wörns, M. A., & Schattenberg, J. M. (2021). Health-related quality of life in patients with autoimmune hepatitis. Quality of Life Research, 30(10), 2853–2861. https://doi.org/10.1007/s11136-021-02850-0

    Article  PubMed  PubMed Central  Google Scholar 

  15. Devlin, N. J., & Brooks, R. (2017). EQ-5D and the EuroQol Group: Past, present and future. Applied Health Economics and Health Policy, 15(2), 127–137. https://doi.org/10.1007/s40258-017-0310-5

    Article  PubMed  PubMed Central  Google Scholar 

  16. Wang, A., Rand, K., Yang, Z., Brooks, R., & Busschbach, J. (2021). The remarkably frequent use of EQ-5D in non-economic research. The European Journal of Health Economics. https://doi.org/10.1007/s10198-021-01411-z

    Article  PubMed  PubMed Central  Google Scholar 

  17. Lear, S. A., Hu, W., Rangarajan, S., Gasevic, D., Leong, D., Iqbal, R., Casanova, A., Swaminathan, S., Anjana, R. M., Kumar, R., Rosengren, A., Wei, L., Yang, W., Chuangshi, W., Huaxing, L., Nair, S., Diaz, R., Swidon, H., Gupta, R., Mohammadifard, N., Lopez-Jaramillo, P., Oguz, A., Zatonska, K., Seron, P., Avezum, A., Poirier, P., Teo, K., & Yusuf, S. (2017). The effect of physical activity on mortality and cardiovascular disease in 130 000 people from 17 high-income, middle-income, and low-income countries: The PURE study. Lancet, 390(10113), 2643–2654. https://doi.org/10.1016/S0140-6736(17)31634-3

    Article  PubMed  Google Scholar 

  18. Stenholm, S., Pulakka, A., Leskinen, T., Pentti, J., Heinonen, O. J., Koster, A., & Vahtera, J. (2021). Daily physical activity patterns and their association with health-related physical fitness among aging workers-the Finnish retirement and aging study. Journals of Gerontology: Series A, Biological Sciences and Medical Sciences, 76(7), 1242–1250. https://doi.org/10.1093/gerona/glaa193

    Article  Google Scholar 

  19. Landman, T. R., Thijssen, D. H., Tuladhar, A. M., & de Leeuw, F. E. (2021). Relation between physical activity and cerebral small vessel disease: A nine-year prospective cohort study. International Journal of Stroke, 16(8), 962–971. https://doi.org/10.1177/1747493020984090

    Article  PubMed  Google Scholar 

  20. Hou, J., Liu, X., Tu, R., Dong, X., Zhai, Z., Mao, Z., Huo, W., Chen, G., Xiang, H., Guo, Y., Li, S., & Wang, C. (2020). Long-term exposure to ambient air pollution attenuated the association of physical activity with metabolic syndrome in rural Chinese adults: A cross-sectional study. Environment International, 136, 105459. https://doi.org/10.1016/j.envint.2020.105459

    Article  CAS  PubMed  Google Scholar 

  21. Tainio, M., Jovanovic Andersen, Z., Nieuwenhuijsen, M. J., Hu, L., de Nazelle, A., An, R., Garcia, L., Goenka, S., Zapata-Diomedi, B., Bull, F., & Sá, T. H. (2021). Air pollution, physical activity and health: A mapping review of the evidence. Environment International, 147, 105954. https://doi.org/10.1016/j.envint.2020.105954

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  22. Liu, X., Mao, Z., Li, Y., Wu, W., Zhang, X., Huo, W., Yu, S., Shen, L., Li, L., Tu, R., Wu, H., Li, H., He, M., Liu, L., Wei, S., Li, W., Wu, T., & Wang, C. (2019). Cohort profile: The Henan Rural Cohort: A prospective study of chronic non-communicable diseases. International Journal of Epidemiology, 48(6), 1756–1756j. https://doi.org/10.1093/ije/dyz039

    Article  PubMed  Google Scholar 

  23. Liao, W., Liu, X., Kang, N., Song, Y., Li, R., Song, X., Hou, X., Zhang, C., Huo, W., Mao, Z., Hou, J., & Wang, C. (2022). Effect modification of kitchen ventilation on the associations of solid fuel use and long-duration cooking with the increased prevalence of depressive and anxiety symptoms: The Henan Rural Cohort Study. Indoor Air, 32(3), e13016. https://doi.org/10.1111/ina.13016

    Article  CAS  PubMed  Google Scholar 

  24. Hou, X., Mao, Z., Song, X., Kang, N., Zhang, C., Li, R., Yuchi, Y., Liao, W., Liu, X., Huo, W., Wang, C., & Hou, J. (2022). Kitchen ventilation alleviated adverse associations of domestic fuel use and long-duration cooking with platelet indices as biomarkers of cardiovascular diseases. Science of the Total Environment, 834, 155341. https://doi.org/10.1016/j.scitotenv.2022.155341

    Article  CAS  PubMed  Google Scholar 

  25. Pratiti, R. (2021). Household air pollution related to biomass cook stove emissions and its interaction with improved cookstoves. AIMS Public Health, 8(2), 309–321. https://doi.org/10.3934/publichealth.2021024

    Article  PubMed  PubMed Central  Google Scholar 

  26. Xia, J., Wu, N. W., Ma, T. P., Yu, C., & Li, N. X. (2020). Evaluation of reliability and validity of EQ-5D-5L based on residents in Southwest China. Journal of Sichuan University (Medical Science), 51(5), 691–694. https://doi.org/10.12182/20200960504

    Article  Google Scholar 

  27. Luo, N., Liu, G., Li, M., Guan, H., Jin, X., & Rand-Hendriksen, K. (2017). Estimating an EQ-5D-5L value set for China. Value Health, 20(4), 662–669. https://doi.org/10.1016/j.jval.2016.11.016

    Article  PubMed  Google Scholar 

  28. Bennie, J. A., Chau, J. Y., van der Ploeg, H. P., Stamatakis, E., Do, A., & Bauman, A. (2013). The prevalence and correlates of sitting in European adults—A comparison of 32 eurobarometer-participating countries. International Journal of Behavioral Nutrition and Physical Activity, 10, 107. https://doi.org/10.1186/1479-5868-10-107

    Article  PubMed  PubMed Central  Google Scholar 

  29. Tu, R., Li, Y., Shen, L., Yuan, H., Mao, Z., Liu, X., Zhang, H., Zhang, L., Li, R., Wang, Y., Wang, Y., & Wang, C. (2019). The prevalence and influencing factors of physical activity and sedentary behaviour in the rural population in China: The Henan Rural Cohort Study. British Medical Journal Open, 9(9), e029590. https://doi.org/10.1136/bmjopen-2019-029590

    Article  Google Scholar 

  30. Rappaport, L. M., Amstadter, A. B., & Neale, M. C. (2020). Model fit estimation for multilevel structural equation models. Structural Equation Modeling: A Multidisciplinary Journal, 27(2), 318–329. https://doi.org/10.1080/10705511.2019.1620109

    Article  Google Scholar 

  31. Shen, G. (2015). Quantification of emission reduction potentials of primary air pollutants from residential solid fuel combustion by adopting cleaner fuels in China. Journal of Environmental Sciences (China), 37, 1–7. https://doi.org/10.1016/j.jes.2015.04.018

    Article  CAS  Google Scholar 

  32. Yun, X., Shen, G., Shen, H., Meng, W., Chen, Y., Xu, H., Ren, Y., Zhong, Q., Du, W., Ma, J., Cheng, H., Wang, X., Liu, J., Wang, X., Li, B., Hu, J., Wan, Y., & Tao, S. (2020). Residential solid fuel emissions contribute significantly to air pollution and associated health impacts in China. Science Advances. https://doi.org/10.1126/sciadv.aba7621

    Article  PubMed  PubMed Central  Google Scholar 

  33. Chen, C., Zhao, Y., & Zhao, B. (2018). Emission Rates of multiple air pollutants generated from Chinese residential cooking. Environmental Science and Technology, 52(3), 1081–1087. https://doi.org/10.1021/acs.est.7b05600

    Article  CAS  PubMed  Google Scholar 

  34. Wang, F., Wang, J., Li, Y., Han, X., Hu, H., Yu, C., Yuan, J., Yao, P., Miao, X., Wei, S., Wang, Y., Chen, W., Liang, Y., Guo, H., Zhang, X., Yang, H., Wu, T., & He, M. (2018). Associations between daily cooking duration and the prevalence of diabetes and prediabetes in a middle-aged and elderly Chinese population: A cross-sectional study. Indoor Air, 28(2), 238–246. https://doi.org/10.1111/ina.12434

    Article  CAS  PubMed  Google Scholar 

  35. Deng, Y., Gao, Q., Yang, D., Hua, H., Wang, N., Ou, F., Liu, R., Wu, B., & Liu, Y. (2020). Association between biomass fuel use and risk of hypertension among Chinese older people: A cohort study. Environment International, 138, 105620. https://doi.org/10.1016/j.envint.2020.105620

    Article  PubMed  Google Scholar 

  36. Pan, M., Li, S., Tu, R., Li, R., Liu, X., Chen, R., Yu, S., Mao, Z., Huo, W., Yin, S., Hu, K., Bo Chen, G., Guo, Y., Hou, J., & Wang, C. (2021). Associations of solid fuel use and ambient air pollution with estimated 10-year atherosclerotic cardiovascular disease risk. Environment International, 157, 106865. https://doi.org/10.1016/j.envint.2021.106865

    Article  CAS  PubMed  Google Scholar 

  37. Liu, Y., Chen, X., & Yan, Z. (2020). Depression in the house: The effects of household air pollution from solid fuel use among the middle-aged and older population in China. Science of the Total Environment, 703, 134706. https://doi.org/10.1016/j.scitotenv.2019.134706

    Article  CAS  PubMed  Google Scholar 

  38. Mei, Y. X., Wu, H., Zhang, H. Y., Hou, J., Zhang, Z. X., Liao, W., Liu, X. T., Sang, S. X., Mao, Z. X., Yang, D. B., Wang, C. J., & Zhang, W. H. (2021). Health-related quality of life and its related factors in coronary heart disease patients: Results from the Henan Rural Cohort study. Science and Reports, 11(1), 5011. https://doi.org/10.1038/s41598-021-84554-6

    Article  CAS  Google Scholar 

  39. Rodriguez-Ayllon, M., Cadenas-Sánchez, C., Estévez-López, F., Muñoz, N. E., Mora-Gonzalez, J., Migueles, J. H., Molina-García, P., Henriksson, H., Mena-Molina, A., Martínez-Vizcaíno, V., Catena, A., Löf, M., Erickson, K. I., Lubans, D. R., Ortega, F. B., & Esteban-Cornejo, I. (2019). Role of physical activity and sedentary behavior in the mental health of preschoolers, children and adolescents: A systematic review and meta-analysis. Sports Medicine (Auckland, N. Z.), 49(9), 1383–1410. https://doi.org/10.1007/s40279-019-01099-5

    Article  Google Scholar 

  40. Sivaramakrishnan, D., Fitzsimons, C., Kelly, P., Ludwig, K., Mutrie, N., Saunders, D. H., & Baker, G. (2019). The effects of yoga compared to active and inactive controls on physical function and health related quality of life in older adults- systematic review and meta-analysis of randomised controlled trials. International Journal of Behavioral Nutrition and Physical Activity, 16(1), 33. https://doi.org/10.1186/s12966-019-0789-2

    Article  PubMed  PubMed Central  Google Scholar 

  41. Jeong, S. W., Kim, S. H., Kang, S. H., Kim, H. J., Yoon, C. H., Youn, T. J., & Chae, I. H. (2019). Mortality reduction with physical activity in patients with and without cardiovascular disease. European Heart Journal, 40(43), 3547–3555. https://doi.org/10.1093/eurheartj/ehz564

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  42. Endes, S., Schaffner, E., Caviezel, S., Dratva, J., Stolz, D., Schindler, C., Künzli, N., Schmidt-Trucksäss, A., & Probst-Hensch, N. (2017). Is physical activity a modifier of the association between air pollution and arterial stiffness in older adults: The SAPALDIA cohort study. International Journal of Hygiene and Environmental Health, 220(6), 1030–1038. https://doi.org/10.1016/j.ijheh.2017.06.001

    Article  CAS  PubMed  Google Scholar 

  43. Kim, S. R., Choi, S., Kim, K., Chang, J., Kim, S. M., Cho, Y., Oh, Y. H., Lee, G., Son, J. S., Kim, K. H., & Park, S. M. (2021). Association of the combined effects of air pollution and changes in physical activity with cardiovascular disease in young adults. European Heart Journal, 42(25), 2487–2497. https://doi.org/10.1093/eurheartj/ehab139

    Article  CAS  PubMed  Google Scholar 

  44. van der Ploeg, H. P., & Bull, F. C. (2020). Invest in physical activity to protect and promote health: The 2020 WHO guidelines on physical activity and sedentary behaviour. International Journal of Behavioral Nutrition and Physical Activity, 17(1), 145. https://doi.org/10.1186/s12966-020-01051-1

    Article  PubMed  PubMed Central  Google Scholar 

  45. Zhang, J., Liu, W., Xu, Y., Cai, C., Liu, Y., Tao, S., & Liu, W. (2019). Distribution characteristics of and personal exposure with polycyclic aromatic hydrocarbons and particulate matter in indoor and outdoor air of rural households in Northern China. Environmental Pollution, 255(Pt 1), 113176. https://doi.org/10.1016/j.envpol.2019.113176

    Article  CAS  PubMed  Google Scholar 

  46. Münzel, T., Gori, T., Al-Kindi, S., Deanfield, J., Lelieveld, J., Daiber, A., & Rajagopalan, S. (2018). Effects of gaseous and solid constituents of air pollution on endothelial function. European Heart Journal, 39(38), 3543–3550. https://doi.org/10.1093/eurheartj/ehy481

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  47. Fandiño-Del-Rio, M., Kephart, J. L., Williams, K. N., Malpartida, G., Boyd Barr, D., Steenland, K., Koehler, K., & Checkley, W. (2021). Household air pollution and blood markers of inflammation: A cross-sectional analysis. Indoor Air, 31(5), 1509–1521. https://doi.org/10.1111/ina.12814

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  48. Misra, A., Longnecker, M. P., Dionisio, K. L., Bornman, R., Travlos, G. S., Brar, S., & Whitworth, K. W. (2018). Household fuel use and biomarkers of inflammation and respiratory illness among rural South African Women. Environmental Research, 166, 112–116. https://doi.org/10.1016/j.envres.2018.05.016

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  49. Pedersen, B. K. (2017). Anti-inflammatory effects of exercise: Role in diabetes and cardiovascular disease. European Journal of Clinical Investigation, 47(8), 600–611. https://doi.org/10.1111/eci.12781

    Article  CAS  PubMed  Google Scholar 

  50. de Sousa, C. V., Sales, M. M., Rosa, T. S., Lewis, J. E., de Andrade, R. V., & Simões, H. G. (2017). The antioxidant effect of exercise: A systematic review and meta-analysis. Sports Medicine (Auckland, N. Z.), 47(2), 277–293. https://doi.org/10.1007/s40279-016-0566-1

    Article  Google Scholar 

  51. Lin, X., Zhang, X., Guo, J., Roberts, C. K., McKenzie, S., Wu, W. C., Liu, S., & Song, Y. (2015). Effects of exercise training on cardiorespiratory fitness and biomarkers of cardiometabolic health: A systematic review and meta-analysis of randomized controlled trials. Journal of the American Heart Association. https://doi.org/10.1161/JAHA.115.002014

    Article  PubMed  PubMed Central  Google Scholar 

  52. Radak, Z., Chung, H. Y., & Goto, S. (2008). Systemic adaptation to oxidative challenge induced by regular exercise. Free Radical Biology & Medicine, 44(2), 153–159. https://doi.org/10.1016/j.freeradbiomed.2007.01.029

    Article  CAS  Google Scholar 

  53. Zhang, Z., Hoek, G., Chang, L. Y., Chan, T. C., Guo, C., Chuang, Y. C., Chan, J., Lin, C., Jiang, W. K., Guo, Y., Vermeulen, R., Yeoh, E. K., Tam, T., Lau, A., Griffiths, S., & Lao, X. Q. (2018). Particulate matter air pollution, physical activity and systemic inflammation in Taiwanese adults. International Journal of Hygiene and Environmental Health, 221(1), 41–47. https://doi.org/10.1016/j.ijheh.2017.10.001

    Article  CAS  PubMed  Google Scholar 

  54. Li, J., Qin, C., Lv, J., Guo, Y., Bian, Z., Zhou, W., Hu, J., Zhang, Y., Chen, J., Cao, W., Yu, C., Li, L., & (on behalf of the China Kadoorie Biobank Collaborative Group) (2019). Solid fuel use and incident COPD in Chinese Adults: Findings from the China Kadoorie Biobank. Environmental Health Perspectives, 127(5), 57008. https://doi.org/10.1289/EHP2856

    Article  PubMed  Google Scholar 

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Funding

This study was supported by the Philosophy and Social Science Planning Project of Henan Province (Grant No. 2020BSH018), Science and Technology Innovation Team Support Plan of Colleges and Universities in Henan Province (Grant No. 21IRTSTHN029), Foundation of National Key Program of Research and Development of China (Grant No. 2016YFC0900803), the open project of Key Laboratory of Environment and health, ministry of Education (Grant No. 2020GWFJJ01), China Postdoctoral Science Foundation (Grant No. 2019M662548), Foundation of Medical Science and Technology of Henan province (Grant Nos. 201702367, 2017T02098), Discipline Key Research and Development Program of Zhengzhou University (Grant Nos. XKZDQY202008, XKZDQY202002). The funders had no role in the study design, data collection, and analysis, decision to publish, or preparation of the manuscript.

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CZ: Conceptualization, Investigation, Data curation, Methodology, Formal analysis, Visualization, Writing—original draft. XL: Investigation, Data curation, Formal analysis, Writing—review & editing. NK: Visualization, Writing—review & editing. XH: Investigation, Writing—review & editing. WL: Validation, Writing—review & editing. YY: Writing—review & editing. ZD: Investigation, Data curation, Writing—review & editing. BB: Investigation, Writing—review & editing. GC: Investigation, Writing—review & editing. ZM: Investigation, Writing—review & editing. WH: Investigation, Writing—review & editing. JH: Conceptualization, Methodology, Validation, Supervision, Writing—review & editing. CW: Conceptualization, Methodology, Investigation, Validation, Supervision, Funding acquisition, Project administration, Writing—review & editing.

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Correspondence to Chongjian Wang.

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Zhang, C., Liu, X., Kang, N. et al. Physical activity attenuates the association between household air pollution and health-related quality of life in Chinese rural population: the Henan Rural Cohort Study. Qual Life Res 31, 3165–3175 (2022). https://doi.org/10.1007/s11136-022-03195-y

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