IDEAS home Printed from https://ideas.repec.org/a/eee/jrpoli/v76y2022ics0301420721005432.html
   My bibliography  Save this article

Health costs of environmental pollution faced by underground coal miners: Evidence from Balochistan, Pakistan

Author

Listed:
  • Ayaz, Muhammad
  • Jehan, Noor
  • Nakonieczny, Joanna
  • Mentel, Urszula
  • uz zaman, Qamar

Abstract

There is plenty of research on the environmental effects of coal mining. However, the economic valuation of health costs is seldom addressed. To know this, we have estimated health costs faced by miners working in underground coal mines in Balochistan, Pakistan. To compare the cost of illness caused by coal mines' pollution, we took two samples, the control group and the treatment group. The treatment group consisted of 150 underground coal miners working in different mines. The control group consisted of randomly selected farmers, construction workers, and waiters (fifty each). The double-hurdle model was used to estimate the factors affecting miner’ decision to visit doctors in the first tier, while the second tier estimated the costs incurred on the treatment. Results indicate that socioeconomic and demographic variables such as age, education level, age when work started, income or wage rate, frequency of illness, living condition, sources of safe drinking water, and nationality (whether Afghan or Pakistani) of the respondents have significant impacts on the decision of getting treatment, and costs of illness of coal mine workers. Environmental variables, including methane and carbon monoxide, elevate the health cost of coal miners. The cost of illness increases with the narrow size of the coal seam. It is concluded that the coal minerssuffer from different ailments (respiratory diseases, irritation of the body, gastrointestinal problems, musculoskeletal harms, and headache). Their costs of illness are much higher as compared to noncoal workers. Our work addresses coal mining from a cost perspective, which can significantly enhance the pay system by including user fees in the wages. Among the various possible policy interventions, motivational training for miners to use protective measures, improved living environment, provision of nearby health facilities, employing advanced mining methods, and agreeing on a standard procedure correlated to seam size for degasification may be considered critical policy recommendations.

Suggested Citation

  • Ayaz, Muhammad & Jehan, Noor & Nakonieczny, Joanna & Mentel, Urszula & uz zaman, Qamar, 2022. "Health costs of environmental pollution faced by underground coal miners: Evidence from Balochistan, Pakistan," Resources Policy, Elsevier, vol. 76(C).
  • Handle: RePEc:eee:jrpoli:v:76:y:2022:i:c:s0301420721005432
    DOI: 10.1016/j.resourpol.2021.102536
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0301420721005432
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.resourpol.2021.102536?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. John Eakins, 2016. "Household gambling expenditures and the Irish recession," International Gambling Studies, Taylor & Francis Journals, vol. 16(2), pages 211-230, August.
    2. Eakins, John, 2016. "An application of the double hurdle model to petrol and diesel household expenditures in Ireland," Transport Policy, Elsevier, vol. 47(C), pages 84-93.
    3. Mullahy, John, 1986. "Specification and testing of some modified count data models," Journal of Econometrics, Elsevier, vol. 33(3), pages 341-365, December.
    4. C. Oberschelp & S. Pfister & C. E. Raptis & S. Hellweg, 2019. "Global emission hotspots of coal power generation," Nature Sustainability, Nature, vol. 2(2), pages 113-121, February.
    5. Jiskani, Izhar Mithal & Cai, Qingxiang & Zhou, Wei & Lu, Xiang, 2020. "Assessment of risks impeding sustainable mining in Pakistan using fuzzy synthetic evaluation," Resources Policy, Elsevier, vol. 69(C).
    6. Shahzad Kouser & David J Spielman & Matin Qaim, 2019. "Transgenic cotton and farmers’ health in Pakistan," PLOS ONE, Public Library of Science, vol. 14(10), pages 1-19, October.
    7. Brad R. Humphreys & Jane E. Ruseski, 2015. "The Economic Choice of Participation and Time Spent in Physical Activity and Sport in Canada," International Journal of Sport Finance, Fitness Information Technology, vol. 10(2), pages 138-159, May.
    8. Dasgupta, Purnamita, 2004. "Valuing health damages from water pollution in urban Delhi, India: a health production function approach," Environment and Development Economics, Cambridge University Press, vol. 9(1), pages 83-106, February.
    9. Jiskani, Izhar Mithal & Cai, Qingxiang & Zhou, Wei & Ali Shah, Syed Ahsan, 2021. "Green and climate-smart mining: A framework to analyze open-pit mines for cleaner mineral production," Resources Policy, Elsevier, vol. 71(C).
    10. Jarosław Brodny & Magdalena Tutak, 2018. "Exposure to Harmful Dusts on Fully Powered Longwall Coal Mines in Poland," IJERPH, MDPI, vol. 15(9), pages 1-16, August.
    11. Cragg, John G, 1971. "Some Statistical Models for Limited Dependent Variables with Application to the Demand for Durable Goods," Econometrica, Econometric Society, vol. 39(5), pages 829-844, September.
    12. Huaiting Luo & Wei Zhou & Izhar Mithal Jiskani & Zhiming Wang, 2021. "Analyzing Characteristics of Particulate Matter Pollution in Open-Pit Coal Mines: Implications for Green Mining," Energies, MDPI, vol. 14(9), pages 1-19, May.
    13. Abdul Jabbar Khan & Gulraiz Akhter & Hamza Farooq Gabriel & Muhammad Shahid, 2020. "Anthropogenic Effects of Coal Mining on Ecological Resources of the Central Indus Basin, Pakistan," IJERPH, MDPI, vol. 17(4), pages 1-18, February.
    14. Tanzir Chowdhury & Mohammad Imran, 2010. "Morbidity Costs of Vehicular Air Pollution: Examining Dhaka City in Bangladesh," Working Papers id:2677, eSocialSciences.
    15. repec:ind:iegddp:62 is not listed on IDEAS
    16. Xunpeng Shi & Yifan Shen & Ke Wang & Yanfang Zhang, 2021. "Capacity Permit Trading Scheme, Economic Welfare And Energy Insecurity: Case Study Of Coal Industry In China," The Singapore Economic Review (SER), World Scientific Publishing Co. Pte. Ltd., vol. 66(02), pages 369-389, March.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Marcos L. S. Oliveira & Gabriela Oliveira Valença & Diana Pinto & Leila Dal Moro & Brian William Bodah & Giana de Vargas Mores & Julian Grub & Bashir Adelodun & Alcindo Neckel, 2023. "Hazardous Elements in Sediments Detected in Former Decommissioned Coal Mining Areas in Colombia: A Need for Environmental Recovery," Sustainability, MDPI, vol. 15(10), pages 1-18, May.
    2. Zaman, Qamar uz & Zhao, Yuhuan & Zaman, Shah & Alenezi, Marim & Jehan, Noor, 2023. "Spatial evaluation of multidimensional energy poverty between farming and non-farming communities of agro-climatic zones of Pakistan," Energy Policy, Elsevier, vol. 172(C).

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Bayart, Caroline & Bonnel, Patrick & Havet, Nathalie, 2018. "Daily (im)mobility behaviours in France: An application of hurdle models," Transportation Research Part A: Policy and Practice, Elsevier, vol. 116(C), pages 456-467.
    2. Leigh J. Maynard & Ellen Goddard & John Conley, 2008. "Impact of BSE on Beef Purchases in Alberta and Ontario Quick‐Serve Restaurants," Canadian Journal of Agricultural Economics/Revue canadienne d'agroeconomie, Canadian Agricultural Economics Society/Societe canadienne d'agroeconomie, vol. 56(3), pages 337-351, September.
    3. Bukari, Chei & Broermann, Shanaz & Okai, Davidson, 2021. "Energy poverty and health expenditure: Evidence from Ghana," Energy Economics, Elsevier, vol. 103(C).
    4. Massimiliano Bratti & Alfonso Miranda, 2010. "Endogenous Treatment Effects for Count Data Models with Sample Selection or Endogenous Participation," DoQSS Working Papers 10-05, Quantitative Social Science - UCL Social Research Institute, University College London, revised 10 Dec 2010.
    5. Daniel Biftu Bekalo & Dufera Tejjeba Kebede, 2021. "Zero-Inflated Models for Count Data: An Application to Number of Antenatal Care Service Visits," Annals of Data Science, Springer, vol. 8(4), pages 683-708, December.
    6. Koppenberg, Maximilian & Mishra, Ashok K. & Hirsch, Stefan, 2023. "Food Aid and Violent Conflict: A Review of Literature," IZA Discussion Papers 16574, Institute of Labor Economics (IZA).
    7. José M. R. Murteira & Mário A. G. Augusto, 2017. "Hurdle models of repayment behaviour in personal loan contracts," Empirical Economics, Springer, vol. 53(2), pages 641-667, September.
    8. Li Fan & Weiping Zhao & Wendan Feng & Ping Mo & Yunlin Zhao & Guiyan Yang & Zhenggang Xu, 2021. "Insight into the Characteristics of Soil Microbial Diversity during the Ecological Restoration of Mines: A Case Study in Dabaoshan Mining Area, China," Sustainability, MDPI, vol. 13(21), pages 1-16, October.
    9. David C Wheelock & Paul W Wilson, 2004. "Consolidation in US banking: Which banks engage in mergers?," Review of Financial Economics, John Wiley & Sons, vol. 13(1-2), pages 7-39.
    10. Jiang, Yuan & House, Lisa & Tejera, Christian & Percival, Susan S., 2015. "Consumption of Mushrooms: A double-hurdle Approach," 2015 Annual Meeting, January 31-February 3, 2015, Atlanta, Georgia 196902, Southern Agricultural Economics Association.
    11. Veredas, David & Rodríguez Poo, Juan M. & Espasa, Antoni, 2001. "On the (intradaily) seasonality and dynamics of a financial point process: a semiparametric approach," DES - Working Papers. Statistics and Econometrics. WS ws013321, Universidad Carlos III de Madrid. Departamento de Estadística.
    12. Fang, Kuangnan & Wang, Xiaoyan & Shia, Ben-Chang & Ma, Shuangge, 2016. "Identification of proportionality structure with two-part models using penalization," Computational Statistics & Data Analysis, Elsevier, vol. 99(C), pages 12-24.
    13. Boyu Luan & Wei Zhou & Izhar Mithal Jiskani & Zhiming Wang, 2023. "An Improved Machine Learning Approach for Optimizing Dust Concentration Estimation in Open-Pit Mines," IJERPH, MDPI, vol. 20(2), pages 1-16, January.
    14. Noltze, Martin & Schwarze, Stefan & Qaim, Matin, 2011. "Understanding the adoption of systemic innovations in smallholder agriculture: the System of Rice Intensification (SRI) in Timor Leste," 2011 International Congress, August 30-September 2, 2011, Zurich, Switzerland 114604, European Association of Agricultural Economists.
    15. Massimiliano Bratti & Alfonso Miranda, 2011. "Endogenous treatment effects for count data models with endogenous participation or sample selection," Health Economics, John Wiley & Sons, Ltd., vol. 20(9), pages 1090-1109, September.
    16. Joseph I. Uduji & Elda N. Okolo-Obasi & Simplice A. Asongu, 2019. "Electronic wallet technology and the enabling environment of smallholder farmers in Nigeria," Research Africa Network Working Papers 19/041, Research Africa Network (RAN).
    17. Rossella Bardazzi & Maria Grazia Pazienza & Maria Eugenia Sanin, 2021. "Life-cycle Characteristics and Energy Practices in Developing Countries: the Case of Mexico," Working Papers - Economics wp2021_11.rdf, Universita' degli Studi di Firenze, Dipartimento di Scienze per l'Economia e l'Impresa.
    18. Hosseini, Shahab & Mousavi, Amin & Monjezi, Masoud & Khandelwal, Manoj, 2022. "Mine-to-crusher policy: Planning of mine blasting patterns for environmentally friendly and optimum fragmentation using Monte Carlo simulation-based multi-objective grey wolf optimization approach," Resources Policy, Elsevier, vol. 79(C).
    19. R. Martínez-Espiñeira, 2007. "‘Adopt a Hypothetical Pup’: A Count Data Approach to the Valuation of Wildlife," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 37(2), pages 335-360, June.
    20. James Hollway & Jean-Frédéric Morin & Joost Pauwelyn, 2020. "Structural conditions for novelty: the introduction of new environmental clauses to the trade regime complex," International Environmental Agreements: Politics, Law and Economics, Springer, vol. 20(1), pages 61-83, March.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:eee:jrpoli:v:76:y:2022:i:c:s0301420721005432. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/locate/inca/30467 .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.