Bridging health and environment: Clean fuel access and tuberculosis in India
Keywords:
clean cooking fuels; air pollution; indoor air quality (IAQ); health outcomes tuberculosis (TB); Pradhan Mantri Ujjwala Yojana; socio-economic factorsAbstract
Air pollution, both outdoor and indoor, is a major health risk, contributing to diseases like respiratory infections, cardiovascular conditions, and cancer, particularly affecting vulnerable groups like children, women, and the elderly. Poor indoor air quality (IAQ) due to cooking, heating, and inadequate ventilation is a significant concern, especially in low-income countries where solid fuels like biomass and coal worsen pollution. Long-term exposure leads to chronic conditions such as Chronic obstructive pulmonary disease (COPD), while immediate effects include respiratory infections and headaches. IAQ also affects the spread of tuberculosis (TB), particularly in areas with poor healthcare. This study examines the link between access to clean cooking fuels and TB incidence in India, using data from 2000 to 2022. It explores whether improved access to clean fuels reduces TB rates, considering factors like health expenditure and community health workers. Descriptive statistics, correlation analysis, regression, and time series analysis were employed. The data reveals a steady increase in access to clean cooking fuels, from 22.6% in 2000 to 74.5% in 2022, with the Pradhan Mantri Ujjwala Yojana likely contributing. TB incidence declined from 322 cases per 100,000 people in 2000 to 199 cases per 100,000 in 2022. Regression analysis shows a strong inverse relationship, explaining 94.1% of TB variance. However, socio-economic issues like poverty and illiteracy remain barriers, hindering TB control. India aims to eliminate TB by 2025, targeting an 80% reduction in incidence. While progress has been made, improving IAQ with clean cooking technologies like Liquefied petroleum gas (LPG) is crucial. Policies should focus on subsidies, alternative energy solutions, and rural infrastructure to achieve TB elimination and sustainable development goals.
References
1. Landrigan PJ, Fuller R, Acosta NJ, et al. The Lancet Commission on pollution and health. The Lancet. 2018; 391(10119): 462–512. doi: 10.1016/S0140-6736(17)32345-0
2. Ofremu GO, Raimi BY, Yusuf SO, et al. Exploring the Relationship between Climate Change, Air Pollutants and Human Health: Impacts, Adaptation, and Mitigation Strategies. Green Energy and Resources. 2024; 100074. doi: 10.1016/j.gerr.2024.100074
3. World Health Organization (WHO). Ambient (outdoor) air pollution. Available online: https://www.who.int (accessed 4 January 2025).
4. Block ML, Elder A, Auten RL, et al. The outdoor air pollution and brain health workshop. NeuroToxicology. 2012; 33(5): 972–984. doi: 10.1016/j.neuro.2012.08.014
5. Burnett RT, Pope CA, Ezzati M, et al. An Integrated Risk Function for Estimating the Global Burden of Disease Attributable to Ambient Fine Particulate Matter Exposure. Environmental Health Perspectives. 2014; 122(4): 397–403. doi: 10.1289/ehp.1307049
6. Gauderman WJ, Avol E, Gilliland F, et al. The Effect of Air Pollution on Lung Development from 10 to 18 Years of Age. New England Journal of Medicine. 2004; 351(11): 1057–1067. doi: 10.1056/nejmoa040610
7. Samet JM, Dominici F, Curriero FC, et al. Fine Particulate Air Pollution and Mortality in 20 U.S. Cities, 1987–1994. New England Journal of Medicine. 2000; 343(24): 1742–1749. doi: 10.1056/nejm200012143432401
8. Zhang B, Mendes de Leon CF, Langa KM, et al. Source-Specific Air Pollution and Loss of Independence in Older Adults Across the US. JAMA Network Open. 2024; 7(6): e2418460. doi: 10.1001/jamanetworkopen.2024.18460
9. Choudhuri P, Desai S. Gender inequalities and household fuel choice in India. Journal of Cleaner Production. 2020; 265: 121487. doi: 10.1016/j.jclepro.2020.121487
10. Smith KR, Bruce N, Balakrishnan K, et al. Household air pollution, health, and climate change: Cleaning the air. Environmental Health Perspectives. 2014; 122(3): 213–219.
11. Balakrishnan K, Ghosh S, Thangavel G, et al. Health impacts of household air pollution from solid fuel use in India: Current evidence and future prospects. Environmental Health Perspectives. 2013; 121(7): 817–825.
12. Jones AP. Indoor air quality and health. Atmospheric Environment. 1999; 33(28): 4535–4564. doi: org/10.1016/S1352-2310(99)00272-1
13. Bruce N, Perez-Padilla R, Albalak R. Indoor air pollution in developing countries: A major environmental and public health challenge. Bulletin of the World Health Organization. 2000; 78(9): 1078–1092.
14. Mendell MJ. Indoor residential chemical emissions as risk factors for respiratory and allergic effects in children: A review. Indoor Air. 2007; 17(4): 259–277. doi: 10.1111/j.1600-0668.2007.00478.x
15. Ezzati M, Kammen DM. The health impacts of exposure to indoor air pollution from solid fuels in developing countries: Knowledge, gaps, and data needs. Environmental Health Perspectives. 2002; 110(11): 1057–1068. doi: 10.1289/ehp.021101057
16. Brook RD, Rajagopalan S, Pope CA, et al. Particulate Matter Air Pollution and Cardiovascular Disease: An update to the scientific statement from the American Heart Association. Circulation. 2010; 121(21): 2331–2378. doi: 10.1161/cir.0b013e3181dbece1
17. Escombe AR, Oeser CC, Gilman RH, et al. Natural Ventilation for the Prevention of Airborne Contagion. PLoS Medicine. 2007; 4(2): e68. doi: 10.1371/journal.pmed.0040068
18. Mao JJ, Chen HL, Li CH, et al. Population impact of fine particulate matter on tuberculosis risk in China: A causal inference. BMC Public Health. 2023; 23(1). doi: 10.1186/s12889-023-16934-8
19. World Health Organization. Global Tuberculosis Report 2024. WHO; 2024.
20. Pokhrel AK, Bates MN, Verma SC, et al. Tuberculosis and Indoor Biomass and Kerosene Use in Nepal: A Case–Control Study. Environmental Health Perspectives. 2010; 118(4): 558–564. doi: 10.1289/ehp.0901032
21. Yadav BK, Singh P, Satapathy P, et al. Association between biomass cooking fuels and prevalence of tuberculosis among households: A cross-sectional study from 2019–2021 in India. BMC Public Health. 2024; 24(1). doi: 10.1186/s12889-024-20789-y
22. Lin HH, Ezzati M, Murray M. Tobacco Smoke, Indoor Air Pollution and Tuberculosis: A Systematic Review and Meta-Analysis. PLoS Medicine. 2007; 4(1): e20. doi: 10.1371/journal.pmed.0040020
23. Bates MN, Khalakdina A, Pai M, et al. Risk of Tuberculosis From Exposure to Tobacco Smoke: A Systematic Review And Meta-Analysis. Archives of Internal Medicine. 2007; 167(4): 335. doi: 10.1001/archinte.167.4.335
24. Mishra VK, Retherford RD, Smith KR. Biomass cooking fuels and prevalence of tuberculosis in India. International Journal of Infectious Diseases. 1999; 3(3): 119–129.
25. Sehgal M, Garg A, Anand S, et al. Indoor air pollution from biomass fuel use and its association with tuberculosis in India. The Indian Journal of Chest Diseases & Allied Sciences. 2014; 56(1): 5–11.
26. Jafta N, Jeena PM, Barregard L, et al. Indoor air pollution and respiratory health of children in Durban, South Africa. Indoor Air. 2019; 29(6): 990–1000.
27. Kankaria A, Nongkynrih B, Gupta SK. Indoor air pollution in India: Implications on health and its control. Indian Journal of Community Medicine. 2014; 39(4): 203. doi: 10.4103/0970-0218.143019
28. Jindal SK. Chronic obstructive pulmonary disease in India: Prevalence and risk factors. The National Medical Journal of India. 2014; 27(2): 64–67.
29. Lönnroth K, Jaramillo E, Williams BG, et al. Drivers of tuberculosis epidemics: The role of risk factors and social determinants. Social Science & Medicine. 2009; 68(12): 2240–2246. doi: 10.1016/j.socscimed.2009.03.041
30. Yang H, Ruan X, Li W, et al. Global, regional, and national burden of tuberculosis and attributable risk factors for 204 countries and territories, 1990–2021: A systematic analysis for the Global Burden of Diseases 2021 study. BMC Public Health. 2024; 24(1). doi: 10.1186/s12889-024-20664-w
31. Ehrlich RI, Spiegel JM, Adu P, et al. Current and cumulative exposure to dust and TB risk in South African miners: A case-control study. The European Respiratory. 2018; 51(1).
32. Sveinbjornsdottir GM, Kamowa D, Katundu PN, et al. Compliance and illiteracy when treating tuberculosis. International Health. 2024; 16(1): 126–128. doi: 10.1093/inthealth/ihad077
33. Baral SC, Karki DK, Newell JN. Causes of stigma and discrimination associated with tuberculosis in Nepal: A qualitative study. BMC Public Health. 2007; 7(1). doi: 10.1186/1471-2458-7-211
34. Nahid P, Dorman SE, Alipanah N, et al. Official American Thoracic Society/Centers for Disease Control and Prevention/Infectious Diseases Society of America Clinical Practice Guidelines: Treatment of Drug-Susceptible Tuberculosis. Clinical Infectious Diseases. 2016; 63(7): e147–e195. doi: 10.1093/cid/ciw376
35. Rosenthal J, Quinn A, Grieshop AP, et al. Clean cooking and the SDGs: Integrated analytical approaches to guide energy interventions for health and environment goals. Energy for Sustainable Development. 2018; 42: 152–159. doi: 10.1016/j.esd.2017.11.003
36. Dhaka V, Narula R, Sahu J, et al. Ujjwala yojana: Ensuring the well-being of women-declassifying its theory and practice. International Journal of Political Science and Governance. 2022; 4(1): 208–220. doi: 10.33545/26646021.2022.v4.i1c.163
37. Trivedi SK, Roy AD, Kumar P, et al. Prediction of consumers refill frequency of LPG: A study using explainable machine learning. Heliyon. 2024; 10(1): e23466. doi: 10.1016/j.heliyon.2023.e23466
38. Gaikwad H, Pandey S, Patil K. Empowering rural Indian women by clean fuel initiatives: An impact assessment of Pradhan Mantri Ujjwala Yojana. Cogent Social Sciences. 2024; 10(1). doi: 10.1080/23311886.2024.2428823
39. Ministry of Petroleum and Natural Gas (MoPNG). Pradhan Mantri Ujjwala Yojana (PMUY)—A Transformative Initiative for Energy Access in India. Government of India. 2019.
40. Rathi SS, Vermaak C. LPG adoption and energy transition in rural India: Evidence from the ACCESS survey. Energy Policy. 2018; 122: 345–356.
41. World Health Organization (WHO). Burning Opportunity: Clean Household Energy for Health, Sustainable Development, and Wellbeing of Women and Children. WHO. 2016.
42. Khandker SR, Barnes DF, Samad HA. Are the energy poor also income poor? Evidence from India. Energy Policy. 2012; 47: 1–12. doi: 10.1016/j.enpol.2012.02.028
43. Puzzolo E, Pope D, Stanistreet D, et al. Clean fuels for resource-poor settings: A systematic review of barriers and enablers to adoption and sustained use. Environmental Research. 2016; 146: 218–234. doi: 10.1016/j.envres.2016.01.002
44. Swain SS, Mishra P. How does cleaner energy transition influence standard of living and natural resources conservation? A study of households’ perceptions in rural Odisha, India. Energy. 2021; 215(10).
45. Gupta G, Köhlin G. Preferences for domestic fuel: Analysis with socio-economic factors and rankings in Kolkata, India. Ecological Economics. 2006; 57(1): 107–121. doi: 10.1016/j.ecolecon.2005.03.010
46. Van der Kroon B, Brouwer R, van Beukering PJH. The impact of the household decision environment on fuel choice behavior. Energy Economics. 2013; 37: 1–15.
47. Smith KR, Bruce N, Balakrishnan K, et al. Millions of dead: How do we know and what does it mean? Methods used in the comparative risk assessment of household air pollution. Annual Review of Public Health. 2014; 35: 185–206. doi: 10.1146/annurevpublhealth-032013-182356
Downloads
Published
Issue
Section
License
Copyright (c) 2025 Author(s)

This work is licensed under a Creative Commons Attribution 4.0 International License.


