Health and wellbeing needs and priorities in mining host communities in South Africa: a mixed-methods approach for identifying key SDG3 targets

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Study Justification:
The study aimed to identify the health and wellbeing needs and priorities in mining host communities in South Africa, specifically focusing on the Sustainable Development Goal 3 (SDG3) targets. The global mining industry has the opportunity to contribute to the advancement of the SDGs, and this study aimed to provide insights into the specific health issues and priorities in mining host communities. By understanding these needs and priorities, effective interventions can be developed to improve the health and wellbeing of these communities.
Highlights:
1. Mixed-Methods Approach: The study utilized a mixed-methods approach, combining qualitative research (stakeholder workshops and key informant interviews) with quantitative analysis of health data. This comprehensive approach allowed for a deeper understanding of the health issues and priorities in the mining host communities.
2. Stakeholder Engagement: The study actively engaged stakeholders from the mining host communities, including community-based organizations, health service providers, and government representatives. Their input and perspectives were considered in identifying the health needs and priorities.
3. Identified Priority Areas: The study identified five priority areas for action based on the alignment of qualitative and quantitative data: maternal mortality, HIV, tuberculosis, substance abuse, and road traffic accidents. These priority areas reflect the significant health challenges faced by the mining host communities.
Recommendations:
1. Improve Access to Quality Healthcare: Poor access to quality healthcare was identified as a key factor underlying the achievement of all SDG3 targets. Efforts should be made to improve healthcare infrastructure and services in the mining host communities.
2. Targeted Interventions: Interventions should be developed and implemented to address the priority areas identified, including maternal mortality, HIV, tuberculosis, substance abuse, and road traffic accidents. These interventions should consider the underlying factors at individual, interpersonal, community, societal, and structural levels.
3. Collaboration with the Mining Sector: Given the prominent economic role of the mining sector in South Africa, it can play a critical role in implementing programmatic activities to address the SDG3 targets. Collaboration between the mining industry, government, and other stakeholders is essential for the success of these interventions.
Key Role Players:
1. Mining Companies: The mining companies operating in the host communities have a responsibility to contribute to the improvement of health and wellbeing. They should actively participate in the development and implementation of interventions.
2. Government: Government representatives at local, regional, and national levels play a crucial role in supporting and coordinating efforts to address the health needs and priorities in mining host communities.
3. Community-Based Organizations: These organizations have a deep understanding of the local context and can provide valuable insights and support in implementing interventions.
4. Health Service Providers: Healthcare professionals and facilities are essential in delivering quality healthcare services to the mining host communities. Their involvement is crucial in addressing the health challenges identified.
Cost Items for Planning Recommendations:
1. Healthcare Infrastructure: Budget items should include the construction, renovation, and maintenance of healthcare facilities in the mining host communities.
2. Healthcare Personnel: Funding should be allocated for hiring and training healthcare professionals to ensure adequate staffing in the healthcare facilities.
3. Health Education and Awareness Programs: Resources should be allocated for developing and implementing health education and awareness programs targeting the priority areas identified, such as maternal health, HIV prevention, and substance abuse.
4. Intervention Programs: Budget items should cover the development and implementation of targeted intervention programs, including screening, treatment, and support services for maternal mortality, HIV, tuberculosis, substance abuse, and road traffic accidents.
5. Monitoring and Evaluation: Funds should be allocated for monitoring and evaluating the effectiveness of the interventions and making necessary adjustments to ensure their success.
Please note that the cost items provided are general categories and may vary depending on the specific needs and context of each mining host community.

The strength of evidence for this abstract is 8 out of 10.
The evidence in the abstract is strong, but there are some areas for improvement. The study conducted stakeholder workshops and key informant interviews, collected quantitative health data, and analyzed qualitative data. The sample size was substantial, with 407 participants in the workshops and 85 key informants interviewed. The study also compared the qualitative and quantitative data to identify priority areas for action. However, the abstract could be improved by providing more details on the methodology used in the stakeholder workshops and key informant interviews, such as the selection process for participants and the specific questions asked. Additionally, it would be helpful to include information on the limitations of the study and any potential biases in the data collection process.

Background: The global mining industry has an opportunity to mobilize resources to advance progress against the Sustainable Development Goals (SDGs). In 2018, the Anglo-American Group outlined aspirations for mining host communities to meet the SDG3 health targets. To progress from aspiration to action we designed and implemented a mixed-methods approach to attain a deeper understanding of the health and wellbeing priorities within the local context of host communities of fifteen mines in South Africa. Methods: To identify local needs and priorities relating to SDG3 targets in host communities, stakeholder workshops and key informant interviews were conducted between June and August 2019. A baseline assessment of health data, related to each of the SDG3 targets and indicators and to each host community location, was also conducted. Findings emerging from the qualitative and quantitative baseline assessments were compared to identify the extent to which health issues aligned and health and wellbeing priority areas for action. Results: A total of 407 people participated in the workshops, and 85 key informants were interviewed. Quantitative data were available at sub-national level for seven of the nine SDG3 targets and eleven of the 21 indicators. Key priority areas for action identified through alignment of the qualitative and quantitative data were maternal mortality (SDG3.1), HIV (SDG3.3.1), tuberculosis (SDG3.3.2), substance abuse (SDG3.5), and road traffic accidents (SDG3.6) We found consistency in the individual, interpersonal, community, societal, and structural factors underlying these priority areas. At a structural level, poor access to quality healthcare was raised at every workshop as a key factor underlying the achievement of all SDG3 targets. Of the five priority areas identified, HIV, TB and substance abuse were found to overlap in the study communities in terms of risk, burden, and underlying factors. Conclusions: We demonstrate a mixed method approach for identifying local health needs and prioritised SDG3 targets in mining host communities. Consistency in reporting suggests the need for effective, efficient and feasible interventions to address five priority areas. Given the prominent economic role of the mining sector in South Africa, it can play a critical role in implementing programmatic activities that further progress towards achieving the SDG3 targets.

An assessment of the health and wellbeing priorities in the host communities of fifteen Anglo American mining operations across four provinces in South Africa was conducted using a mixed-methods approach where existing health data were quantitatively appraised and qualitative research was conducted. Following discussions with mining stakeholders, a host community was defined as being within at least fifty kilometres of a mining operation. All host communities within this range were included regardless of their relationship with mining operations (for example, regardless as to whether the majority or all residents were non-workforce). As our focus is on the independent health needs of each community, we do not consider the type of mining operation in our analysis. The fifteen mining operations in South Africa are located in the provinces of Mpumalanga, Northern Cape, Limpopo, and North West, and all host communities identified were open towns (i.e. not company towns). Of the fifteen operations, seven mine platinum, two mine iron ore, and six mine coal. Figure ​Figure11 presents the province, municipality and district where each mine site is located. For reasons of confidentiality, we have masked the names of each mine site. Mine locations in South Africa Stakeholder workshops and key informant interviews were conducted between June and August 2019, where participants were encouraged to identify local needs and priorities, relating to SDG3 targets, in their host communities. Study participants were identified and invited to volunteer to participate by mine social-performance teams based on their community stakeholder fora, other stakeholders, and/or by the South African research team (consisting of consortium members at London School of Hygiene and Tropical Medicine, Soul City Institute for Social Justice, and Research and Training for Health and Development). The study was explained to participants using a Participant Information Sheet (specific to workshops or interviews) and all participants provided written informed consent. A workshop guide was developed using a participatory action research approach that included techniques such as listing, scoring, ranking, and group discussions [7]. The one-day workshops were conducted at community venues centrally located within a host community and comprised participant-led activities where participants identified which SDG3 targets were local priorities by indicating them on SDG-specific wall posters. After reaching consensus on the three or four priority SDG3 targets, break-out groups were formed to discuss each in turn; feedback was then provided to the whole group and suggestions for action put forward. Findings were recorded on record sheets, and these sheets were reviewed and subjected to quality control by the study team. At each site, at least one of the facilitators were fluent in the local languages. In Mpumalanga province, municipality-wide workshops, instead of single-site workshops, were conducted due to the mining operations interacting with the same body of stakeholders (i.e. one workshop was conducted for the three mine sites located in eMalahleni municipality, and one conducted for the two mine sites located in Steve Tshwete). In Limpopo, workshops were conducted in two municipalities serving one mine site (i.e. Blouberg and Musina). We developed key informant interview guides for stakeholders from local community-based organisations (such as women’s and youth groups, non-government organisations, schoolteachers, and health service providers) and official stakeholders (including local, regional, national level representatives of the Ministry of Health, mine staff, and public health service facility managers). The interview guides were semi-structured and covered organisation focus, participant’s experience and involvement in health and wellbeing improvement, key considerations for achieving SDG targets, priority areas of action, gaps in the response, and suggestions for action. Findings were recorded on a record sheet and reviewed by the study team. A framework to support a thematic analysis of the data was developed and reviewed. Qualitative data arising from each workshop and key informant interview were analysed separately and then combined for each mine or district. Using the analysis framework, the following topics were recorded: data overview and sources, SDG target prioritisation, underlying factors, and suggestions for action. Guided by the socio-ecological model, participant responses were categorised to identity structural, societal, community, and individual-level underlying factors relating to each target in order to explore the interdependence between multiple behavioural and social determinants [8]. In relation to the location of each mine, we undertook a baseline assessment of health data related to each of the SDG3 targets and indicators. To facilitate a comparison of the quantitative data (collected in 2019) with qualitative data, we focused on the most recent year data were available (i.e. we do not consider multiple time points). The assessment commenced with a review of the SDGs United Nations Indicators website, and province, district and municipal data available from governmental and non-governmental reports [9]. The major sources drawn upon for this activity were the District Health Plans and District Health Barometers, supplemented by data from Arrive Alive for road traffic accidents (RTAs) and the National Statistics Service, including the latest national mortality report for South Africa [10]. A non-systematic review of the relevant published literature was also conducted. Municipality was the default geography for results. Where information was not available at the municipality level we defer, depending on data availability, to district or province. In 2020, a second round of quantitative data collection was conducted in relation to HIV so that newly published numbers from the 2019 Thembisa model could be included [11, 12]. An SDG indicator was identified as a priority area when it had been put forward for selection by multiple stakeholders in workshops and/or interviews and/or when the quantitative baseline data indicated a clear burden of disease in the community above the national or the designated SDG targets. As described above, during the qualitative appraisal, participants (individually or in groups) identified three or four priority areas for action in their community. These expressed priorities were then collectively counted and ranked. In the quantitative assessment, health and wellbeing indicators were priority ranked based on the extent to which their burden exceeded their respective target. Following this process of ranking, the qualitative and quantitative priorities were compared and assessed for alignment. The study protocol was approved by the Human Sciences Research Council research ethics committee in South Africa (ref: 10/20/02/19) and the London School of Hygiene and Tropical Medicine research ethics committee in the United Kingdom (ref: 16349).

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Based on the information provided, here are some potential innovations that could be recommended to improve access to maternal health in mining host communities in South Africa:

1. Mobile Clinics: Implementing mobile clinics that can travel to remote mining host communities, providing essential maternal health services such as prenatal care, postnatal care, and family planning.

2. Telemedicine: Introducing telemedicine services to allow pregnant women in mining host communities to consult with healthcare professionals remotely, reducing the need for travel and improving access to medical advice and support.

3. Community Health Workers: Training and deploying community health workers in mining host communities to provide education, support, and basic healthcare services to pregnant women, ensuring they receive the necessary care and guidance throughout their pregnancy.

4. Maternal Health Education Programs: Developing and implementing educational programs that focus on maternal health, including prenatal care, nutrition, breastfeeding, and safe childbirth practices, to empower women with knowledge and promote healthy behaviors.

5. Transportation Support: Establishing transportation support systems to help pregnant women in mining host communities access healthcare facilities for prenatal visits, delivery, and postnatal care, addressing the issue of poor access to quality healthcare.

6. Maternity Waiting Homes: Building maternity waiting homes near healthcare facilities to accommodate pregnant women from remote mining host communities who need to travel long distances for delivery, ensuring they have a safe and comfortable place to stay before giving birth.

7. Partnerships with NGOs and Private Sector: Collaborating with non-governmental organizations (NGOs) and private sector companies to provide funding, resources, and expertise to improve maternal health services in mining host communities, leveraging their networks and capabilities.

8. Health Information Systems: Implementing robust health information systems to collect, analyze, and share data on maternal health outcomes in mining host communities, enabling evidence-based decision-making and targeted interventions.

9. Peer Support Networks: Establishing peer support networks for pregnant women in mining host communities, where they can connect with and learn from other women who have gone through similar experiences, fostering a sense of community and support.

10. Maternal Health Vouchers: Introducing voucher programs that provide pregnant women in mining host communities with financial assistance to cover the costs of maternal health services, making them more affordable and accessible.

These innovations aim to address the identified priority areas for action, such as maternal mortality, HIV, tuberculosis, substance abuse, and road traffic accidents, while also considering the underlying factors, such as poor access to quality healthcare.
AI Innovations Description
The recommendation to improve access to maternal health in mining host communities in South Africa, based on the findings of the study, is to implement effective, efficient, and feasible interventions targeting the following priority areas:

1. Maternal mortality (SDG3.1): Develop and implement programs that focus on improving maternal healthcare services, including access to skilled birth attendants, emergency obstetric care, and postnatal care. This can involve training healthcare providers, improving infrastructure and equipment in healthcare facilities, and raising awareness about the importance of antenatal and postnatal care.

2. HIV (SDG3.3.1): Strengthen existing HIV prevention and treatment programs, including increasing access to HIV testing, counseling, and antiretroviral therapy. This can involve community-based testing and counseling services, promoting safe sex practices, and addressing stigma and discrimination associated with HIV.

3. Tuberculosis (SDG3.3.2): Enhance tuberculosis prevention, diagnosis, and treatment services. This can include improving access to diagnostic tools, ensuring availability of tuberculosis medications, and implementing strategies to increase awareness and early detection of tuberculosis cases.

4. Substance abuse (SDG3.5): Implement comprehensive substance abuse prevention and treatment programs. This can involve community-based education and awareness campaigns, providing access to counseling and rehabilitation services, and collaborating with local organizations to address the underlying factors contributing to substance abuse.

5. Road traffic accidents (SDG3.6): Implement road safety initiatives to reduce the incidence of road traffic accidents. This can include improving road infrastructure, enforcing traffic regulations, promoting safe driving behaviors, and providing emergency medical services for accident victims.

In addition to addressing these priority areas, it is crucial to address the underlying structural factors that contribute to poor access to quality healthcare in mining host communities. This can involve improving healthcare infrastructure, increasing healthcare workforce capacity, and strengthening health systems to ensure equitable access to maternal health services for all community members.

Given the prominent economic role of the mining sector in South Africa, it is important for mining companies to play a critical role in implementing these programmatic activities and collaborating with relevant stakeholders to further progress towards achieving the SDG3 targets related to maternal health.
AI Innovations Methodology
Based on the provided description, here are some potential recommendations for improving access to maternal health in mining host communities in South Africa:

1. Strengthening healthcare infrastructure: Invest in improving and expanding healthcare facilities in mining host communities, ensuring they have the necessary equipment, supplies, and skilled healthcare professionals to provide quality maternal health services.

2. Mobile clinics: Implement mobile clinics that can travel to remote mining host communities, providing essential maternal health services, including prenatal care, postnatal care, and family planning.

3. Community health workers: Train and deploy community health workers in mining host communities to provide education, counseling, and support to pregnant women and new mothers, ensuring they have access to necessary healthcare services.

4. Telemedicine: Utilize telemedicine technologies to connect pregnant women in mining host communities with healthcare professionals, enabling remote consultations, monitoring, and support.

5. Maternal health awareness campaigns: Conduct targeted awareness campaigns to educate pregnant women and their families in mining host communities about the importance of prenatal care, safe delivery practices, and postnatal care.

To simulate the impact of these recommendations on improving access to maternal health, a methodology could include the following steps:

1. Baseline data collection: Gather data on the current state of maternal health in mining host communities, including indicators such as maternal mortality rates, access to prenatal care, and utilization of maternal health services.

2. Define simulation parameters: Determine the specific variables and factors that will be considered in the simulation, such as population size, healthcare infrastructure, availability of resources, and implementation timelines for the recommended interventions.

3. Model development: Develop a simulation model that incorporates the baseline data and the identified recommendations. This model should consider the potential impact of each recommendation on improving access to maternal health, taking into account factors such as increased healthcare utilization, reduced travel distances, and improved awareness and education.

4. Data analysis and scenario testing: Run the simulation model using different scenarios to assess the potential impact of the recommendations. This could involve varying parameters such as the scale of intervention implementation, resource allocation, and population coverage. Analyze the results to identify the most effective strategies for improving access to maternal health.

5. Evaluation and refinement: Evaluate the simulation results and compare them to the baseline data to assess the effectiveness of the recommendations. Refine the simulation model based on the findings and feedback from stakeholders, ensuring it accurately reflects the local context and potential outcomes.

6. Implementation planning: Use the simulation results to inform the development of an implementation plan for the recommended interventions. Consider factors such as resource allocation, stakeholder engagement, and monitoring and evaluation strategies to ensure successful implementation and sustained impact on improving access to maternal health.

It is important to note that the methodology for simulating the impact of recommendations may vary depending on the specific context and available data. The above steps provide a general framework for conducting a simulation analysis to assess the potential impact of interventions on improving access to maternal health in mining host communities.

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