Skip to main content

Reducing disease and death from Artisanal and Small-Scale Mining (ASM) - the urgent need for responsible mining in the context of growing global demand for minerals and metals for climate change mitigation

Abstract

Artisanal and small-scale mining (ASM) takes place under extreme conditions with a lack of occupational health and safety. As the demand for metals is increasing due in part to their extensive use in ‘green technologies’ for climate change mitigation, the negative environmental and occupational consequences of mining practices are disproportionately felt in low- and middle-income countries. The Collegium Ramazzini statement on ASM presents updated information on its neglected health hazards that include multiple toxic hazards, most notably mercury, lead, cyanide, arsenic, cadmium, and cobalt, as well as physical hazards, most notably airborne dust and noise, and the high risk of infectious diseases. These hazards affect both miners and mining communities as working and living spaces are rarely separated. The impact on children and women is often severe, including hazardous exposures during the child-bearing age and pregnancies, and the risk of child labor. We suggest strategies for the mitigation of these hazards and classify those according to primordial, primary, secondary, and tertiary prevention. Further, we identify knowledge gaps and issue recommendations for international, national, and local governments, metal purchasers, and employers are given. With this statement, the Collegium Ramazzini calls for the extension of efforts to minimize all hazards that confront ASM miners and their families.

Peer Review reports

Background

Artisanal Small-Scale Mining (ASM) is one of the world’s most dangerous occupations. The World Bank estimates that 100 million children, women and men work in ASM worldwide, mostly in remote rural areas of low-income and lower-middle-income countries. These miners often work under extreme conditions, the communities where they and their families live are heavily polluted, and ASM is responsible for high, but preventable rates of disease, injury, and premature death. ASM is increasing rapidly. Paradoxically, a key driver of this growth is climate change mitigation.

Climate change mitigation increases the demand for metals used for low-carbon-technologies, such as cobalt and lithium. The increased demand of such minerals will increase large-scale mining as well as ASM activities in the sector. Large quantities of global cobalt are mined in the DR Congo, where 20–30% originates from ASM. It is widely recognized that mineral demand will continue to increase in the coming decades.

The goals of this statement, which the Collegium Ramazzini issued during the United Nations COP 26 meeting on Climate Change in November 2021 are to:

  • Provide updated information on the neglected health hazards of ASM and on strategies for mitigation of these hazards in the context of rapidly growing global demand for minerals and metals to meet the urgent need for climate change mitigation;

  • Raise awareness of ASM hazards among policy-makers and the public; and

  • Call for urgent interventions against the grave dangers of ASM by international organizations, governments, employers, and minerals and metals purchasers.

The Collegium Ramazzini notes the gross injustice of ASM. While most ASM takes place in the Global South, in the same countries already suffering the most serious consequences of climate change, most who benefit from ASM are in the Global North and thus have a shared responsibility to encourage their governments to contribute to reducing ASM hazards. We cannot achieve climate change mitigation through the use of “blood minerals”.

Main issues

Artisanal and Small-Scale Mining (ASM) is highly dangerous work associated with multiple occupational and environmental hazards. In most mines little consideration is given to health and safety. Governmental oversight is rare, especially in areas where ASM is illegal. Severe injuries such as falls from heights, crush injuries from cave-ins, and lacerations and amputations from unguarded machinery are common. Because there is little separation between working and living areas in ASM, miners, their families, and residents in mining communities are at risk of exposure to hazards associated with mining for 24 h each day, every day, throughout the year, often under very primitive conditions.

Definitions

“Small-Scale Mining” is defined as mining conducted by small companies with limited financial resources and limited numbers of miners. These mines typically use some forms of technology – mainly low-end and inexpensive technologies.

“Artisanal Mining” is defined as mining conducted by an individual miner and family members. It is smaller than small-scale mining, involves mainly manual labor, has no financial support, and is usually not formalized.

Both Artisanal and Small-Scale Mining take place mainly in Low- and Lower-middle income countries.

Artisanal and small-scale miners are exposed in their work to multiple toxic hazards, most notably mercury, lead, cyanide, arsenic, cadmium, and cobalt:

  • Mercury exposure occurs mainly in gold mining, where milled ore is mixed with mercury to form an amalgam, and the amalgam is then vaporized and produces highly toxic mercury vapor. Mercury exposure also occurs in mercury mining. Extensive exposure to both metallic and organic mercury occurs in ASM. Along with coal combustion, ASM is one of the world’s two largest sources of mercury pollution. Elemental, organic and inorganic mercury are toxic substances, all to be found in ASM, causing severe damage to the neurological, renal, digestive and immunological system. Many miners show symptoms of a chronic inorganic mercury vapor intoxication, which can also be found in affected communities.

  • Cyanide exposure is another very serious hazard of gold mining and occurs when cyanide is used as an alternative to mercury in the separation of gold from ore. Cyanide adversely affects respiratory and cardiovascular health and is known to adversely affect the central nervous system.

  • Lead, arsenic, and cadmium exposure occurs in mines where lead, arsenic, cadmium, gold and other metals occur together in the mineral ore. Lead is a neurotoxic substance, negatively affecting the pre- and postnatal cognitive development. Lead is a human carcinogenic substance. Lead exposure in ASM causes severe clinical symptoms such as anemia, abdominal pains, seizures, encephalopathy up to increased mortality. Arsenic is a carcinogenic substance which causes dermatological, pulmonary, and cardiovascular diseases. Cadmium is a carcinogenic substance. Exposure to cadmium negatively affects the renal function, immune responses, cardiovascular and skeletal health.

  • Cobalt exposure occurs in cobalt mining. Exposure to cobalt can cause negative effects to the pulmonary, hematological, endocrine, and nervous system.

  • All those exposures have multiple adverse health outcomes, including serious social implications.

Artisanal and small-scale miners are occupationally exposed to physical hazards, most notably accidents, airborne dust, and noise:

  • Accidents in ASM are the main hazards for miners’ health. Miners lack safety equipment and training. Many mines are extremely unsafe workplaces due to the fact that safety regulations are lacking, neither enforced nor implemented by governments. This results in a variety of occupational hazards that are not controlled, thereby placing the health and safety of miners at risk.

  • Levels of silica-laden dust tend to be especially high in hard rock ASM mines, and silica exposure increases the risk of death from respiratory diseases including silicosis, tuberculosis, lung cancer, and COVID-19.

  • Noise levels in artisanal and small-scale mines are typically far above acceptable levels due to the poorly regulated use of dynamite and heavy machinery. Sustained noise exposure can lead to hearing loss, as well as cognitive and behavioral disabilities.

Artisanal and small-scale miners are at high risk of infectious diseases:

  • The COVID-19 pandemic affects disproportionately ASM miners and their communities because hand washing facilities, face masks and provisions for physical distancing are rarely available.

  • Silica exposure, which is widespread in ASM, weakens the immune response thus increasing vulnerability to tuberculosis and COVID-19 infections.

  • Rates of enteric diseases are high due to frequent lack of hygiene and sanitation facilities in the mines and insufficient access to clean water and food.

  • Sexually transmitted diseases including HIV/Aids are common among mobile men with money (MMM), including miners.

Women and children in ASM and in ASM communities face unique and severe risks. Pre- and postnatal exposure to neuro-developmental toxins pose a specific risk for women at childbearing age and/or infants. Well known neuro-developmental toxins that are common in ASM are mercury, lead, and arsenic. Women may be subjected to sexual assault, violence, and psychological abuse, and they often face discriminatory work practices. Child workers are at risk of exploitation, physical and psychological abuse, and are subjected to working conditions where physical strain and chemical exposures may result in lifelong disabilities.

Artisanal and small-scale miners’ health and the health of their families are further eroded by corruption, malnutrition, violence, lack of access to health care and lack of education. Poverty is the main driving force for ASM, and its impacts are worsened by a lack of adequate and collaborative formalization efforts in the ASM sector.

Demand for metals: Strong and rising global demand for metals is the major driver of increases in ASM, and mineral demand is expected to continue to increase by as much as 450% until 2050. Climate change is a critical factor in this increased demand, because vast quantities of key minerals are needed for low-carbon energy technologies such as solar and wind power, e-vehicles, and new-generation batteries. The impacts of this increased demand are expected to be massive in countries such as the Democratic Republic of Congo, which holds roughly half of the world’s cobalt reserves (Appendix, Table 10). The rising price of metals, notably gold where the prices doubled in the last decade, will further fuel increases in ASM. Nevertheless, novel technologies to foster low-carbon technologies are on the rise, which may require a reduced amount of these critical minerals or use recycled material. The World Bank estimates the recycled content rate for cobalt at 32%. This proportion is projected to stay constant until 2050.

As climate change impacts become more severe, economic uncertainty increases, and metal prices remain high, more people in low-income and lower-middle-income countries will turn to ASM in search of livelihoods. Spikes in metal prices have been associated with large-scale environmental and occupational health tragedies in the past in Zamfara (Nigeria), Dakar (Senegal), and the DR Congo. In the absence of decisive action by governments and metal purchasers, these tragedies will multiply.

Knowledge gaps: The full number of artisanal and small-scale miners globally is not known and may be substantially greater than the current World Bank estimate of 100 million, given that a lot of ASM takes place in remote rural areas of Low-income and Lower-middle-income countries and is illegal in some places. For artisanal and small-scale gold mining the number of miners is estimated to be between 10 and 19 million. For all the different sectors of ASM accurate information on the number, gender distribution, and age distribution of artisanal and small-scale miners and on the numbers of people living in ASM communities in all countries are lacking but would be useful for planning health and social services.

Patterns of disease, injury and premature death in artisanal and small-scale miners are poorly defined. The contribution of ASM to the global burden of disease is inadequately charted. Consequently, the health impact of interventions in the field of ASM can also not be measured adequately.

Little is known about the local economic factors that impel populations to shift from subsistence agriculture to subsistence mining for their livelihood. ASM is a source of income diversification in many regions where farming is seasonal. In regions experiencing reduced crop yields as a result of climate-change-related alterations in weather patterns, it is possible that agricultural communities are already shifting to ASM for income stability. In Latin America, many native communities started to deforest and obtain minerals with local miners. However, it is controlled by the community. Better understanding of these relationships is needed, especially in supporting local development on top of governmental actions to improve climate adaptation strategies.

Artisanal and small-scale gold mining are the world’s largest sources of anthropogenic mercury pollution. UNEP’s “Minamata Convention on Mercury” supports programs to reduce and replace mercury in Artisanal and Small-scale Gold Mining (ASGM). The supply of mercury for ASGM areas is widely uncontrolled, including illegal trade and informal mercury mining. More information is needed on the production, supply, and market for mercury used in gold extraction (Appendix, Table 11).

Generations of children in ASM villages are exposed prenatally to mercury, lead, arsenic, cadmium, cobalt, manganese or other toxic pollutants generated by mining. Children ingest these toxic materials in breast milk; they play and grow up in polluted, dusty areas contaminated by metals and other hazards; and they start to work as miners even before they reach puberty. The lifelong health consequences of those exposures are very different from the health effects for healthy adult workers. Because they eat more food, drink more water, and breathe more air per Kg body weight compared to adults, children are disproportionately heavily exposed to hazardous materials. Too little is known about the pre- and postnatal health hazards for occupationally exposed children. Clinical and epidemiological studies of children in ASM communities are urgently needed.

Conclusion/ recommendations

The Collegium Ramazzini calls urgently for extended efforts to minimize all hazards related to ASM. International organizations, governments at all levels – national, state or provincial, and local - and all employers - large and small, public and private - must fulfill their responsibilities to protect the health of all workers in ASM and to create occupational health and safety programs that will reduce risks of disease, injury and premature death among artisanal and small-scale miners. This call becomes particularly urgent in the context of growing global demand for minerals and metals for climate change mitigation. The Collegium Ramazzini urges non-governmental organizations to accept the challenge of reducing the grave hazards that confront artisanal and small-scale miners and their families.

Responsibilities of the International Community: As the world increases its reliance on renewable energy and demand grows accordingly for minerals and metals, the Collegium Ramazzini calls upon UN agencies and the international community to give special attention to the issue of ASM and to urge actors in the global supply chain to adopt codes of conduct that document and declare that all metals in commerce have been extracted under conditions that assure safety and health. Specifically:

  • We urge the United Nations to adopt a Convention on the Safety and Health of ASM, in which member nations commit to establishing both domestic and international protections against the abuse of ASM workers and their families.

  • We urge WHO and ILO to launch an international movement focused on quantifying and reducing the health hazards that arise from ASM.

  • The World Bank and all other intergovernmental organizations engaged in facilitating global trade, including the International Trade Organization and the Organization for Economic Cooperation and Development, should continue to support countries managing their resources and promote decent and ethical supply chains.

Responsibilities of Governments

  • It is imperative that governments put systems and processes for safeguarding the health and safety of artisanal and small-scale miners in place. Chief among these is the need to improve the access to occupational health and safety services.

  • Governments should develop transparent ASM management systems that include meaningful participation from all relevant stakeholders.

  • Governments should decriminalize ASM in areas where it is illegal and forge collaborative partnerships to improve access to health services. They should support communities in developing a formalization framework that is protective of human and ecological health, and that protects both vulnerable groups and sensitive ecosystems.

  • Governments should adapt and enforce international conventions such as the Basel Convention, the Stockholm Convention, and the Minamata Convention on Mercury.

  • Governments should adopt and enforce all the ILO conventions and recommendations for health and safety in the mining industry such as the Safety and Health in Mines Convention (ILO No. 176), the Minimum Age Convention (ILO No. 138), or the Worst Forms of Child Labour Convention (ILO No. 182), the OECD’s Due Diligence Guidelines and develop and adopt legislation obliging enterprises to conduct environmental and human rights due diligence in cooperation with all stakeholders involved and affected.

  • Governments should adopt the basic occupational health services model that seeks to integrate occupational health to primary health services.

  • Governments should provide ASM communities with tools and resources to improve occupational health and safety, community health, environmental sustainability, and remediation needs.

  • Governments should establish systems that will enable miners to readily access markets for mercury-free, environmentally, and socially responsible mineral extraction.

Responsibilities of Employers

  • Employers have legal and moral responsibilities in all countries to provide a safe and healthy working environment to all miners in their employ.

  • Multinational companies must apply the same occupational health and safety standards and environmental standards in countries where they operate – in High-income countries as well as in Low- and Lower-middle-income countries.

  • Employers need to provide adequate access to remedy for victims of rights abuses and provide grievance mechanisms.

Responsibilities of Mineral Purchasers

  • Mineral purchasers have the responsibility to perform due diligence upstream the supply chain of minerals by diligently investigating the supply chain of minerals they buy. It is unacceptable to purchase minerals produced in environmentally or socially harmful conditions, and it is inadequate to defer accountability due to a lack of knowledge.

  • Policies for responsible mineral supply chains must be developed and followed, including traceability of minerals, refusal to do business with suppliers who cannot meet responsible production criteria, and consistent monitoring of suppliers.

  • Purchasers should publicly report all measures and due diligence steps, including their risk reduction strategies, their risk management plan, and their monitoring efforts. In line with OECD Due Diligence Guidance for Responsible Supply Chains of Minerals from Conflict-Affected and High-Risk Areas, companies should include those findings in their annual reports.

  • Purchasers should also disclose mineral supply information to consumers, including any knowledge or lack thereof of production or trade conditions, criteria met for sustainable and responsible ASM practices, and supply chain information about the minerals used in the product.

Further elaboration of these recommendations is provided in the attached Appendix and its Annexes.

Availability of data and materials

Not applicable.

Abbreviations

ASGM:

Artisanal and Small-scale Gold Mining

ASM:

Artisanal and Small-scale Mining

COP26:

26th UN Climate Change Conference in Glasgow

COVID-19:

Coronavirus disease 2019

HIV:

Human Immunodeficiency Virus

ILO:

International Labour Organization

MMM:

Mobile Men with Money

OECD:

Organization for Economic Collaboration and Development

PPE:

Personal Protection Equipment

UN:

United Nations

WHO:

World Health Organization

References

  1. Bose-O’Reilly S, Landrigan P. Metal toxicology in low-income and lower-middle-income countries. In: Nordberg GF, Costa M, editors. Handbook on the Toxicology of Metals, 5th ed, Vol I. General Considerations. London: Elsevier; 2022. p. 705.

  2. Landrigan PJ, Lucchini RG, Kotelchuck D, Grandjean P. Principles for prevention of the toxic effects of metals. In: Nordberg GF, Costa M, editors. Handb Toxicol met Vol I gen considerations. London: Elsevier; 2022. p. 685.

  3. Nordberg GF, Costa M, Fowler BA. Risk assessment for metal exposures. In: Nordberg GF, Costa M, editors. Handbook on the Toxicology of Metals, 5th ed, Vol. I General Considerations. London: Elsevier; 2022. p. 629.

  4. Fowler BA, Zalups RK. Mercury. In: Nordberg GF, Costa M, editors. Handbook on the Toxicology of Metals, 5th ed,Vol. II. Specific Metals. London: Elsevier; 2022. p. 539.

  5. Bergdahl I, Skerfving S. Lead. In: Nordberg GF, Costa M, editors. Handbook on the Toxicology of Metals, 5th ed,Vol. II. Specific Metals. London: Elsevier; 2022. p. 427.

  6. Gerhardsson L. Diagnosis and treatment of metal poisoning general aspects. In: Nordberg GF, Costa M, editors. Handbook on the Toxicology of Metals, 5th ed,Vol. I. General Considerations. London: Elsevier; 2022. p. 663.

  7. Aquil M. Key issues on occupational health and safety practices in delhi: a review. Int J Sci Res. 2012:4–6. Available from: www.ijbssnet.com.

  8. Veiga MM, Fadina O. A review of the failed attempts to curb mercury use at artisanal gold mines and a proposed solution. Extr Ind Soc. Elsevier. 2020;7:1135–46. https://doi.org/10.1016/j.exis.2020.06.023.

    Article  Google Scholar 

  9. Veiga MM, Maxson PA, Hylander LD. Origin and consumption of mercury in small-scale gold mining. J Clean Prod. 2006;14:436–47 Available from: https://linkinghub.elsevier.com/retrieve/pii/S0959652605000752.

    Article  Google Scholar 

  10. World Health Organization. Environmental and occupational health hazards associated with artisanal and small-scale gold mining: World Health Organization; 2016. Available from: https://apps.who.int/iris/handle/10665/247195.

  11. Hentschel T, Hruschka F, Priester M. Global report on artisanal and small-scale mining. Mining, Miner. Sustain. Dev. 2002. Available from: https://www.commdev.org/userfiles/files/804_file_global_report_on_artisanal.pdf.

    Google Scholar 

  12. Wireko-Gyebi RS, King RS, Braimah I, Lykke AM. Local knowledge of risks associated with artisanal small-scale Mining in Ghana. Int J Occup Saf Ergon. 2020;2020:1–17 Available from: https://www.tandfonline.com/doi/full/10.1080/10803548.2020.1795374.

    Google Scholar 

  13. Singo J, Isunju JB, Moyo D, Steckling-Muschack N, Bose-O’Reilly S, Mamuse A. Hazards and control measures among artisanal and small-scale gold miners in Zimbabwe. Ann Glob Heal. 2022;88:21 Available from: https://www.annalsofglobalhealth.org/articles/10.5334/aogh.3621/.

    Article  Google Scholar 

  14. Kyeremateng-Amoah E, Clarke EE. Injuries among artisanal and small-scale gold miners in Ghana. Int J Environ Res Public Health. 2015;12:10886–96 Available from: http://www.mdpi.com/1660-4601/12/9/10886.

    Article  CAS  Google Scholar 

  15. Calys-Tagoe BNL, Ovadje L, Clarke E, Basu N, Robins T. Injury profiles associated with artisanal and small-scale gold mining in Tarkwa, Ghana. Int J Environ Res Public Health. 2015;2015(12):7922–37 Available from: https://www.ncbi.nlm.nih.gov/pubmed/26184264.

    Article  Google Scholar 

  16. Nakua EK, Owusu-Dabo E, Newton S, Koranteng A, Otupiri E, Donkor P, et al. Injury rate and risk factors among small-scale gold miners in Ghana. BMC Public Health. 2019;19:1368. https://doi.org/10.1186/s12889-019-7560-0.

    Article  Google Scholar 

  17. Long RN, Sun K, Neitzel RL. Injury risk factors in a small-scale gold mining community in Ghana’s upper east region. Int J Environ Res Public Health. 2015;2015(12):8744–61 Available from: https://www.ncbi.nlm.nih.gov/pubmed/26213958.

    Article  Google Scholar 

  18. Seccatore J, Veiga M, Origliasso C, Marin T, De Tomi G. An estimation of the artisanal small-scale production of gold in the world. Sci Total Environ. 2014;496:662–7.

    Article  CAS  Google Scholar 

  19. Spiegel SJ, Yassi A, Spiegel JM, Veiga MM. Reducing mercury and responding to the global gold rush. Lancet. 2005;366:2070–2. Available from: http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?cmd=Retrieve&db=PubMed&dopt=Citation&list_uids=16360774.

  20. Steckling N, Tobollik M, Plass D, Hornberg C, Ericson B, Fuller R, et al. Global Burden of Disease of Mercury Used in Artisanal Small-Scale Gold Mining. Ann Glob Heal. 2017;83:234–47.

  21. Basu N, Horvat M, Evers DC, Zastenskaya I, Weihe P, Tempowski J. A state-of-the-science review of mercury biomarkers in human populations worldwide between 2000 and 2018. Environ Health Perspect. 2018;126:106001 Available from: https://www.ncbi.nlm.nih.gov/pubmed/30407086.

    Article  CAS  Google Scholar 

  22. Gibb H, O’Leary KG. Mercury exposure and health impacts among individuals in the artisanal and small-scale gold mining community: a comprehensive review. Environ Health Perspect. 2014;122:667–72 Available from: https://ehp.niehs.nih.gov/doi/10.1289/ehp.1307864.

    Article  CAS  Google Scholar 

  23. Kristensen AKB, Thomsen JF, Mikkelsen S. A review of mercury exposure among artisanal small-scale gold miners in developing countries. Int Arch Occup Environ Health. 2014;87:579–90 Available from: http://link.springer.com/10.1007/s00420-013-0902-9 Springer Verlag.

    Article  CAS  Google Scholar 

  24. Ha E, Basu N, Bose-O’Reilly S, Dórea JG, McSorley E, Sakamoto M, et al. Current progress on understanding the impact of mercury on human health. Environ Res. 2017;152:419–33. Available from: https://www.ncbi.nlm.nih.gov/pubmed/27444821.

  25. Bose-O’Reilly S, Bernaudat L, Siebert U, Roider G, Nowak D, Drasch G. Signs and symptoms of mercury-exposed gold miners. Int J Occup Med Environ Health. 2017;30:249–69 Available from: https://www.ncbi.nlm.nih.gov/pubmed/28366955.

    Google Scholar 

  26. Esdaile LJ, Chalker JM. The mercury problem in artisanal and small-scale gold mining. Chem A Eur J. 2018;24:6905–16 Available from: https://onlinelibrary.wiley.com/doi/10.1002/chem.201704840.

    Article  CAS  Google Scholar 

  27. World Health Organization. Mercury and health 2017. Available from: https://www.who.int/News-Room/Fact-Sheets/Detail/Mercury-and-Health

    Google Scholar 

  28. Bose-O’Reilly S, Yabe J, Makumba J, Schutzmeier P, Ericson B, Caravanos J. Lead intoxicated children in Kabwe, Zambia. Environ Res. 2018;165:420–4 Available from: https://linkinghub.elsevier.com/retrieve/pii/S0013935117316614.

    Article  CAS  Google Scholar 

  29. Yabe J, Nakayama SMM, Ikenaka Y, Yohannes YB, Bortey-Sam N, Kabalo AN, et al. Lead and cadmium excretion in feces and urine of children from polluted townships near a lead-zinc mine in Kabwe, Zambia. Chemosphere. 2018;202:48–55.

    Article  CAS  Google Scholar 

  30. Yabe J, Nakayama SMM, Ikenaka Y, Yohannes YB, Bortey-Sam N, Oroszlany B, et al. Lead poisoning in children from townships in the vicinity of a lead–zinc mine in Kabwe, Zambia. Chem Int. 2015;119:941–7 Available from: https://linkinghub.elsevier.com/retrieve/pii/S0045653514010959.

    CAS  Google Scholar 

  31. Yabe J, Nakayama SM, Nakata H, Toyomaki H, Yohannes YB, Muzandu K, et al. Current trends of blood lead levels, distribution patterns and exposure variations among household members in Kabwe, Zambia. Chem Int. 2020;243:125412 Available from: http://www.sciencedirect.com/science/article/pii/S0045653519326529.

    CAS  Google Scholar 

  32. Burki TK. Nigeria’s lead poisoning crisis could leave a long legacy. Lancet. 2012;379:792.

    Article  Google Scholar 

  33. Lo Y-C, Dooyema CA, Neri A, Durant J, Jefferies T, Medina-Marino A, et al. Childhood Lead poisoning associated with gold ore processing: a village-level investigation—Zamfara state, Nigeria, October–November 2010. Environ Health Perspect. 2012;120:1450–5 Available from: https://ehp.niehs.nih.gov/doi/10.1289/ehp.1104793.

    Article  CAS  Google Scholar 

  34. Dooyema CA, Neri A, Lo Y-C, Durant J, Dargan PI, Swarthout T, et al. Outbreak of fatal childhood lead poisoning related to artisanal gold Mining in Northwestern Nigeria, 2010. Environ Health Perspect. 2012;120:601–7 Available from: https://ehp.niehs.nih.gov/doi/10.1289/ehp.1103965.

    Article  CAS  Google Scholar 

  35. Greig J, Thurtle N, Cooney L, Ariti C, Ahmed AO, Ashagre T, et al. Association of Blood Lead Level with neurological features in 972 children affected by an acute severe Lead poisoning outbreak in Zamfara state, northern Nigeria. PLoS One. 2014;9:e93716. Available from: https://dx.plos.org/10.1371/journal.pone.0093716.

  36. Plumlee GS, Durant JT, Morman SA, Neri A, Wolf RE, Dooyema CA, et al. Linking geological and health sciences to assess childhood Lead poisoning from artisanal gold Mining in Nigeria. Environ Health Perspect. 2013;121:744–50 Available from: https://ehp.niehs.nih.gov/doi/10.1289/ehp.1206051.

    Article  CAS  Google Scholar 

  37. Thurtle N, Greig J, Cooney L, Amitai Y, Ariti C, Brown MJ, et al. Description of 3,180 Courses of Chelation with Dimercaptosuccinic Acid in Children ≤5 y with Severe Lead Poisoning in Zamfara, Northern Nigeria: A Retrospective Analysis of Programme Data. PLoS Med. 2014;11:e1001739. Available from: https://dx.plos.org/10.1371/journal.pmed.1001739.

  38. von Lindern IH, von Braun MC, Tirima S, Bartrem C. In: Terragraphis, editor. Zamfara, Nigeria Lead poisoning epidemic emergency environmental response; 2011. p. 126. Available from: http://www.tgenviro.com/Docs/Zamfara_Emergency_Response_UNICEF_Final_Report.pdf.

    Google Scholar 

  39. Etiang’ NA, Arvelo W, Galgalo T, Amwayi S, Gura Z, Kioko J, et al. Environmental assessment and blood lead levels of children in Owino Uhuru and Bangladesh settlements in Kenya. J Heal Pollut. 2018;8:180605 Available from: http://www.journalhealthpollution.org/doi/10.5696/2156-9614-8.18.180605.

    Article  Google Scholar 

  40. Zajac L, Kobrosly RW, Ericson B, Caravanos J, Landrigan PJ, Riederer AM. Probabilistic estimates of prenatal lead exposure at 195 toxic hotspots in low- and middle-income countries. Environ Res. 2020;183:109251 Available from: https://linkinghub.elsevier.com/retrieve/pii/S0013935120301432.

    Article  CAS  Google Scholar 

  41. IARC Working Group on the Evaluation of Carcinogenic Risks to Humans, World Health Organization, International Agency for Research on Cancer. Inorganic and organic lead compounds. International Agency for Research on Cancer, editor. IARC Monogr. Eval. Carcinog. risks to humans, ; v. 87 ISSN 1017–1606. Lyon: International Agency for Research on Cancer; 2006. Available from: https://www.ncbi.nlm.nih.gov/books/NBK321297/

    Google Scholar 

  42. IARC, editor. Working group on the evaluation of carcinogenic risks to humans - International Agency for Research on Cancer. Arsenic and arsenic compounds. International Agency for Research on Cancer, editor. IARC Monogr. Eval. Carcinog. Risks to humans, no. 100C. Lyon: International Agency for Research on Cancer; 2012. Available from: https://www.ncbi.nlm.nih.gov/books/NBK304380/

    Google Scholar 

  43. Bjørklund G, Tippairote T, Rahaman MS, Aaseth J. Developmental toxicity of arsenic: a drift from the classical dose–response relationship. Arch Toxicol. 2020;94:67–75. https://doi.org/10.1007/s00204-019-02628-x.

  44. Nyanza EC, Dewey D, Manyama M, Martin JW, Hatfield J, Bernier FP. Maternal exposure to arsenic and mercury and associated risk of adverse birth outcomes in small-scale gold mining communities in Northern Tanzania. Environ Int. 2020;137:105450. https://doi.org/10.1016/j.envint.2019.105450 Elsevier BV.

    Article  CAS  Google Scholar 

  45. IARC, editor. Working group on the evaluation of carcinogenic risks to humans - International Agency for Research on Cancer. Cadmium and cadmium compounds. International Agency for Research on Cancer, editor. IARC Monogr. Eval. Carcinog. Risks to humans, no. 100C. Lyon: International Agency for Research on Cancer; 2012. Available from: https://www.ncbi.nlm.nih.gov/books/NBK304372/

    Google Scholar 

  46. Basu N, Renne EP, Long RN. An integrated assessment approach to address artisanal and small-scale gold mining in Ghana. Int J Environ Res Public Health. 2015;12:11683–98. https://doi.org/10.3390/ijerph120911683 MDPI AG.

    Article  Google Scholar 

  47. Banza Lubaba Nkulu C, Casas L, Haufroid V, De Putter T, Saenen ND, Kayembe-Kitenge T, et al. Sustainability of artisanal mining of cobalt in DR Congo. Nat Sustain. 2018;1:495–504 Available from: http://www.nature.com/articles/s41893-018-0139-4. Nat Publ Group.

    Article  Google Scholar 

  48. Shedd KB, McCullough EA, Bleiwas DI. Global trends affecting the supply security of cobalt. Min Eng. 2017;69:37–42 Available from: https://me.smenet.org/abstract.cfm?preview=1&articleID=7969&page=37.

    Google Scholar 

  49. Hund K, La Porta D, Fabregas T, Laing T, Drexhage J. Minerals for climate action: the mineral intensity of the clean energy transition. CLIMATE-SMART MINING FACILITY. Washington D.C.: 2020. Available from: http://pubdocs.worldbank.org/en/961711588875536384/Minerals-for-Climate-Action-The-Mineral-Intensity-of-the-Clean-Energy-Transition.pdf.

  50. Lison D. Cobalt. In: Nordberg GF, Costa M. Handbook on the Toxicology of Metals, 5th ed, Vol. II Specific Metals. London: Elsevier; 2022. p. 1054.

  51. Van Brusselen D, Kayembe-Kitenge T, Mbuyi-Musanzayi S, Lubala Kasole T, Kabamba Ngombe L, Musa Obadia P, et al. Metal mining and birth defects: a case-control study in Lubumbashi, Democratic Republic of the Congo. Lancet Planet Heal. 2020;4:e158–67. Available from: https://linkinghub.elsevier.com/retrieve/pii/S2542519620300590.

  52. Aitio A, Nordberg M, Santonen T. Gold and gold mining. In: Nordberg GF, Costa M. Handbook on the Toxicology of Metals, 5th ed, Vol. I General considerations. London: Elsevier; 2022. p. 796.

  53. Obiri S, Dodoo DK, Okai-Sam F, Essumang DK. Non-Cancer health risk assessment from exposure to cyanide by resident adults from the mining operations of Bogoso gold limited in Ghana. Environ Monit Assess. 2006;118:51–63 Available from: http://link.springer.com/10.1007/s10661-006-0773-6.

    Article  CAS  Google Scholar 

  54. Mensah MK, Mensah-Darkwa K, Drebenstedt C, Annam BV, Armah EK. Occupational Respirable mine dust and diesel particulate matter Hazard assessment in an underground gold mine in Ghana. J Heal Pollut. 2020;10:200305 Available from: http://www.journalhealthpollution.org/doi/10.5696/2156-9614-10.25.200305.

    Article  Google Scholar 

  55. Murray J, Davies T, Rees D. Occupational lung disease in the south African mining industry: research and policy implementation. J Public Health Policy. 2011;32:S65–79. https://doi.org/10.1057/jphp.2011.25 Nat Publ Group.

    Article  Google Scholar 

  56. Moyo D, Zishiri C, Ncube R, Madziva G, Sandy C, Mhene R, et al. Tuberculosis and silicosis burden in artisanal and small-scale gold miners in a large occupational health outreach Programme in Zimbabwe. Int J Environ Res Public Health. 2021;18:11031 Available from: https://www.mdpi.com/1660-4601/18/21/11031.

    Article  CAS  Google Scholar 

  57. Corbett EL, Churchyard GJ, Clayton TC, Williams BG, Mulder D, Hayes RJ, et al. HIV infection and silicosis: the impact of two potent risk factors on the incidence of mycobacterial disease in south African miners. Aids. 2000;14:2759–68 Available from: http://journals.lww.com/00002030-200012010-00016.

    Article  CAS  Google Scholar 

  58. Desmond N, Allen CF, Clift S, Justine B, Mzugu J, Plummer ML, et al. A typology of groups at risk of HIV/STI in a gold mining town in North-Western Tanzania. Soc Sci Med. 2005;60:1739–49 Available from: https://linkinghub.elsevier.com/retrieve/pii/S0277953604004174.

    Article  Google Scholar 

  59. Calvimontes J, Massaro L, Araujo CHX, Moraes RR, Mello J, Ferreira LC, et al. Small-scale gold mining and the COVID-19 pandemic: conflict and cooperation in the Brazilian Amazon. Extr Ind Soc. 2020;7:1347–50.

    CAS  Google Scholar 

  60. Thierens M, Mawala E. The impact of Covid-19 on artisanal mining communities in northern Tanzania. Int Peace Inf Serv. 2020:1–12 Available from: https://www.oecdwatch.org/2020/05/12/emergency-action-needed-for-vulnerable-artisanal-and-small-scale-mining-. [cited 4 Mar 2022].

  61. Stockton CM, Kimberly Process civil society coalition (KPCSC). The impact of COVID-19 on African communities affected by diamond mining. J Gemmol. 2020; Available from: https://ipisresearch.be/publication/impact-covid-19-african-communities-affected-diamond-mining/.

  62. Hermanus MA. Occupational health and safety in mining - status, new developments, and concerns. J South Afr Inst Min Metall. 2007;107:531–8 Available from: https://www.google.com/url?sa=t&rct=j&q=&esrc=s&source=web&cd=&ved=2ahUKEwjm4tbr7ob3AhUBSfEDHe6-Aj4QFnoECAMQAQ&url=https%3A%2F%2Fwww.saimm.co.za%2FJournal%2Fv107n08p531.pdf&usg=AOvVaw27Y9HIWJNvC4fGLSDJyHI-.

    Google Scholar 

  63. Becker J, Bose-O’Reilly S, Shoko D, Singo J, Steckling-Muschack N. Comparing the self-reported health-related quality of life (HRQoL) of artisanal and small-scale gold miners and the urban population in Zimbabwe using the EuroQol (EQ-5D-3L+C) questionnaire: a cross-sectional study. Health Qual Life Outcomes. 2020;18:253 Available from: https://hqlo.biomedcentral.com/articles/10.1186/s12955-020-01475-0.

    Article  Google Scholar 

  64. Ayanore MA, Amuna N, Aviisah M, Awolu A, Kipo-Sunyehzi DD, Mogre V, et al. Towards resilient health Systems in sub-Saharan Africa: a systematic review of the English language literature on health workforce, surveillance, and health governance issues for health systems strengthening. Ann Glob Heal. 2019;85:1–12 Available from: https://annalsofglobalhealth.org/articles/10.5334/aogh.2514/.

    Google Scholar 

  65. Bose-O’Reilly S, McCarty KM, Steckling N, Lettmeier B. Mercury exposure and Children’s health. Curr Probl Pediatr Adolesc Health Care. 2010;40:186–215 Available from: http://linkinghub.elsevier.com/retrieve/pii/S1538544210000933.

    Article  Google Scholar 

  66. Amon JJ, Buchanan J, Cohen J, Kippenberg J. Child labor and environmental health: government obligations and human rights. Int J Pediatr. 2012;2012:1–8 Available from: http://www.hindawi.com/journals/ijpedi/2012/938306/.

    Article  Google Scholar 

  67. Pole Institute. Blood Minerals: the Criminalization of the Mining Industry in Eastern DRC. Goma: Pole Institute; 2010. cited 14 Mar 2022

    Google Scholar 

  68. Geenen S. A dangerous bet: the challenges of formalizing artisanal mining in the Democratic Republic of Congo. Res Policy. 2012;37:322–30.

    Article  Google Scholar 

  69. Vogel C. Between Tags & Guns: Fragmentations of public authority around eastern Congo’s artisanal 3T mines. Polit Geogr. 2018;63:94–103. Available from: https://linkinghub.elsevier.com/retrieve/pii/S0962629816300609.

  70. Birnbaum ML. A Golden opportunity. Prehosp Disaster Med. 2008;23:481–2 Available from: https://www.cambridge.org/core/product/identifier/S1049023X00006270/type/journal_article.

    Article  Google Scholar 

  71. Hinton J, Veiga MM, Beinhoff C. Women and artisanal mining: gender roles and the road ahead. In: Hilson G, editor. Socio-economic impacts Artis small-scale Min Dev Ctries. Netherlands: CRC Press; 2021. p. 173–212. Available from: https://www.taylorfrancis.com/books/9781135291228/chapters/10.1201/9780203971284-21.

    Google Scholar 

  72. Susapu B, Crispin G. Country study report on small-scale Mining in Papua new Guinea, country study commissioned by MMSD: Mining, Minerals and Sustainable Development; 2001. Available from: http://pubs.iied.org/pdfs/G00733.pdf?

  73. Reuben A, Frischtak H, Berky A, Ortiz EJ, Morales AM, Hsu-Kim H, et al. Elevated Hair Mercury Levels Are Associated With Neurodevelopmental Deficits in Children Living Near Artisanal and Small-Scale Gold Mining in Peru. GeoHealth. 2020;4(5):e2019GH000222. Available from: https://doi.org/10.1029/2019GH000222.

  74. Werthmann K. Working in a boom-town: female perspectives on gold-mining in Burkina Faso. Res Policy. 2009;34:18–23 Available from: https://linkinghub.elsevier.com/retrieve/pii/S0301420708000755.

    Article  Google Scholar 

  75. International Labour Organisation. Child labour in mining and global supply chains. Geneva: ILO; 2019. Available from: https://www.ilo.org/manila/publications/WCMS_720743/lang%2D%2Den/index.htm

    Google Scholar 

  76. Grigg J. Environmental toxins; their impact on children’s health. Arch Dis Child. 2004;89:244–50 Available from: https://adc.bmj.com/lookup/doi/10.1136/adc.2002.022202.

    Article  CAS  Google Scholar 

  77. ATSDR. Toxicological profile for mercury: ATSDR’s Toxicol. Profiles; 2002. Available from: https://www.atsdr.cdc.gov/toxprofiles/tp46.pdf [cited 14 Mar 2022]

    Google Scholar 

  78. Hayes K, Perks R. High-value natural resources and post-conflict Peacebuilding. In: Lujala P, Rustad SA, editors. High-value Nat. Resour. Post-conflict Peacebuilding. London: Routledge; 2012. Available from: https://www.taylorfrancis.com/books/9781136536700.

    Google Scholar 

  79. International Labour Organization. Social and labour issues in small scale mines. Report for discussion at the tripartite meeting on social and labour issues in small scale mines, International Labour Organization, Sectorial Activities Programme, International Labour Office 1999. p. 99. Available from: http://www.ilo.org/global/about-the-ilo/newsroom/news/WCMS_007929/lang%2D%2Den/index.htm

  80. Nkuba B, Bervoets L, Geenen S. Invisible and ignored? Local perspectives on mercury in Congolese gold mining. J Clean Prod. 2019;221:795–804. Available from: https://linkinghub.elsevier.com/retrieve/pii/S0959652619301933.

  81. Kahhat R, Parodi E, Larrea-Gallegos G, Mesta C, Vázquez-Rowe I. Environmental impacts of the life cycle of alluvial gold mining in the Peruvian Amazon rainforest. Sci Total Environ. 2019;662:940–51 Available from: https://www.sciencedirect.com/science/article/abs/pii/S0048969719302736?via%3Dihub.

    Article  CAS  Google Scholar 

  82. Niane B, Guédron S, Feder F, Legros S, Ngom PM, Moritz R. Impact of recent artisanal small-scale gold mining in Senegal: mercury and methylmercury contamination of terrestrial and aquatic ecosystems. Sci Total Environ. 2019;669:185–93 Available from: https://www.sciencedirect.com/science/article/abs/pii/S0048969719310903?via%3Dihub.

    Article  CAS  Google Scholar 

  83. Diringer SE, Berky AJ, Marani M, Ortiz EJ, Karatum O, Plata DL, et al. Deforestation due to artisanal and small-scale gold mining exacerbates soil and mercury mobilization in Madre de Dios, Peru. Environ Sci Technol. 2019;54:286–96 Available from: https://pubs.acs.org/doi/10.1021/acs.est.9b06620.

    Article  CAS  Google Scholar 

  84. Arrobas DLP, Hund K, Lori M, Michael S, Ningthoujam J, Drexhage JR. In: World Bank Group, editor. The growing role of minerals and metals for a low carbon future. Washington, D.C.: World Bank Group; 2017. Available from: http://documents.worldbank.org/curated/en/207371500386458722/The-Growing-Role-of-Minerals-and-Metals-for-a-Low-Carbon-Future.

    Google Scholar 

  85. Alves Dias P, Blagoeva D, Pavel C, Arvanitidis N. Cobalt: demand-supply balances in the transition to electric mobility. Publications Office of the European Union, editor, vol. 2018. Luxembourg; 2018.

  86. Sovacool BK, Ali SH, Bazilian M, Radley B, Nemery B, Okatz J, et al. Sustainable minerals and metals for a low-carbon future. Science (80- ). 2020;367:30–3 Available from: https://science.sciencemag.org/content/367/6473/30.long.

    Article  CAS  Google Scholar 

  87. Hailu D, Rendtorff-Smith S, Gankhuyag U, Ochieng C. Toolkit and guidance for preventing and managing land and natural resources conflict. United Nations Interag Framew Team Prev Action. 2012;51 Available from: https://www.researchgate.net/publication/275525525_The_United_Nations_Interagency_Framework_Team_for_Preventive_Action_TOOLKIT_AND_GUIDANCE_FOR_PREVENTING_AND_MANAGING_LAND_AND_NATURAL_RESOURCES_CONFLICT.

  88. Lahiri-Dutt K. Between the Plough and the Pick: Informal, artisanal and small-scale mining in the contemporary world. In: Lahiri-Dutt K, editor. Between Plough Pick Informal, Artis. small-scale Min. Contemp. world: ANU Press; 2018. Available from: https://press.anu.edu.au/publications/between-plough-and-pick.

    Chapter  Google Scholar 

  89. Okoh G, Hilson G. Poverty and livelihood diversification: exploring the linkages between smallholder farming and artisanal mining in rural Ghana. J Int Dev. 2011;23:1100–14 Available from: http://doi.wiley.com/10.1002/jid.1834.

    Article  Google Scholar 

  90. UNEP. Global mercury assessment 2018: key findings; 2019. p. 6. Available from: https://www.unenvironment.org/resources/publication/global-mercury-assessment-2018

    Google Scholar 

  91. Pieth M. Gold laundering: the dirty secrets of the gold trade – and how to clean up. Zurich: Elster & Salis; 2019.

  92. Secretariat of the Minamata convention on mercury. Progress report 2020: overview of the Minamata convention on mercury activities. Geneva; 2021. Available from: https://www.mercuryconvention.org/en/resources/progress-report-2020

  93. Odell SD, Bebbington A, Frey KE. Mining and climate change: a review and framework for analysis. Extr Ind Soc. 2018;5:201–14 Available from: https://linkinghub.elsevier.com/retrieve/pii/S2214790X1730148X.

    Google Scholar 

Download references

Acknowledgements

The authors would like to acknowledge the Collegium Ramazani Fellows who in one way or another have contributed to this statement. The Collegium Ramazzini is an international scientific society that examines critical issues in occupational and environmental medicine with a view towards action to prevent disease and promote health. The Collegium derives its name from Bernardino Ramazzini, the father of occupational medicine, a professor of medicine of the Universities of Modena and Padua in the late 1600s and the early 1700s. The Collegium is comprised of 180 physicians and scientists from 35 countries, each of whom is elected to membership. The Collegium is independent of commercial interests.

Funding

The statement was prepared without specific funding.

Author information

Authors and Affiliations

Authors

Consortia

Contributions

LP: Substantial contributions to the conception, the draft, and the revision of the work. BS: Substantial contributions to the conception, the design, the acquisition and analysis, the draft, and the revision of the work. EJ: Substantial contributions to the conception, the design, the acquisition and analysis, the draft, and the revision of the work. NG: Substantial contributions to the conception and the revision of the work. LR: Substantial contributions to the conception and the revision of the work. BC: Substantial contributions to the conception, the acquisition and analysis, the draft of the work. GP: Substantial contributions to the conception, the draft, and the revision of the work. MeD: Substantial contributions to the conception and the design of the work. MoD: Substantial contributions to the conception and the design of the work. NB: Substantial contributions to the conception, the acquisition and analysis and the draft of the work. BM: Substantial contributions to the conception, the design, the draft of the work. ND: Substantial contributions to the conception, the draft, and the revision of the work. All authors read and approved the final manuscript.

Corresponding author

Correspondence to Philip Landrigan.

Ethics declarations

Ethics approval and consent to participate

Not applicable.

Consent for publication

Not applicable.

Competing interests

The authors declare that they have no competing interests.

Additional information

Publisher’s Note

Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

Appendix

Appendix

This review gives relevant details and elaboration on hazards confronting miners and mining communities. It is structured in eight boxes, each box containing information on a subsection of risks.

  • Table 1 presents a hierarchy of occupational health and safety standards for miners.

  • Table 2 describes the physical hazards and injuries of ASM.

  • Table 3 list the toxic hazards of ASM.

  • Tables 4, 5 and 6 describes the dust (Table 4), infectious diseases (Table 5), and noise (Table 6) hazards of ASM.

  • Tables 7 and 8 describes the psychosocial hazards of ASM (Table 7) and the particular hazards confronting women and children (Table 8).

  • Table 9 elaborates on the impact of climate change on ASM and on the impact of ASM on the environment.

  • Table 10 describes the rising demand for metals for climate change mitigation.

  • Table 11 discusses gaps in research and the need for more data on ASM and its hazards.

Table 1 Occupational Health and Safety: Strategies for prevention of exposure to toxic materials and hazardous conditions in ASM are classified as primordial, primary, secondary, and tertiary
Fig. 1
figure 1

National Institute for Occupational Safety and Health (NIOSH). Hierarchy of controls [Internet]. Centers for Disease Control and Prevention. Centers for Disease Control and Prevention; 2015. Available from: https://www.cdc.gov/niosh/topics/hierarchy/default.html

Table 2 Physical Hazards and Injuries
Table 3 Toxic Hazards
Table 4 Dust Related Diseases
Table 5 Infectious Diseases
Table 6 Noise
Table 7 Psychosocial Hazards
Table 8 Hazards Confronting Women and Children
Table 9 Environmental Impacts and Climate Change
Table 10 Rising Global Demand for Metals
Table 11 Identification of Data Gaps and Lack of Knowledge

Rights and permissions

Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated in a credit line to the data.

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Landrigan, P., Bose-O’Reilly, S., Elbel, J. et al. Reducing disease and death from Artisanal and Small-Scale Mining (ASM) - the urgent need for responsible mining in the context of growing global demand for minerals and metals for climate change mitigation. Environ Health 21, 78 (2022). https://doi.org/10.1186/s12940-022-00877-5

Download citation

  • Received:

  • Accepted:

  • Published:

  • DOI: https://doi.org/10.1186/s12940-022-00877-5

Keywords