Evidence map›Paper›PMID 42668327›Full record

ArticleJournal of exposure science & environmental epidemiology2026

Age-specific time-spent patterns among residents living near gold mine tailings storage facilities in the West Rand, South Africa.

Limbani Rodney Kalumbi, Masilu Daniel Masekameni, Wells Utembe, Derk Brouwer

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Article in Journal of exposure science & environmental epidemiology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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5 · Who and what money

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4 authors.

Limbani Rodney KalumbiOccupational and Environmental Exposure and Health Division, School of Public Health, University of the Witwatersrand, Johannesburg, South Africa. lkalumbi@mubas.ac.mw.ORCID http://orcid.org/0000-0001-9554-9802
Masilu Daniel MasekameniDepartment of Development Studies, School of Social Sciences, University of South Africa, Pretoria, South Africa.
Wells UtembeToxicology Department, National Institute for Occupational Health, National Health Laboratory Services, Johannesburg, South Africa.
Derk BrouwerOccupational and Environmental Exposure and Health Division, School of Public Health, University of the Witwatersrand, Johannesburg, South Africa.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundCommunities near mine tailings face elevated environmental risks, but age-specific factors, behaviours, and household characteristics remain insufficiently characterised. Understanding community-specific patterns of indoor and outdoor time spent, as well as residential factors, is essential for human health risk assessment across different demographic groups.

objectivesThis study examined age-related time-spent patterns among residents living near mine tailings storage facilities in the West Rand district, South Africa.

methodsA cross-sectional survey was conducted among 330 households in Kagiso, West Rand. Data were collected on demographics, housing characteristics, and indoor and outdoor time using a pre-tested structured questionnaire. Descriptive statistics were computed to summarise participant characteristics and time-spent patterns. Group differences across five age categories were assessed using Kruskal-Wallis tests with Bonferroni-adjusted Dunn's post-hoc comparisons after testing normality with the Shapiro-Wilk test.

resultsIndoor time accounted for 66.6-84.8% per day on weekdays and 76.0-82.7% on weekends, averaging 18.28 ± 3.02 h on weekdays and 19.00 ± 1.99 h on weekends. Young children and elderly participants spent the most time indoors, significantly more than other age groups (p < 0.05). Weekend indoor time increased significantly among children, adolescents, and adults (p < 0.05), but not among young children and elderly participants. Outdoor and recreational time varied significantly by age (p = 0.015), with higher participation among children and adolescents than among other age groups. Post-hoc analyses confirmed significant age-group differences in indoor time and recreation between younger and older participants. SIGNIFICANCE: This study revealed that the time West Rand residents spent indoors was nearly 10 percentage points lower than that reported by the USEPA. Significant demographic group differences suggest that time-spent patterns may lead to differential exposure to indoor and outdoor pollutants. The findings highlight the need for age-specific exposure assessments and tailored environmental health interventions in mine-adjacent communities. IMPACT STATEMENT: This study presents the characterisation of age-specific time-spent patterns among residents of a community near mine tailings. In a South African sample, we showed that indoor and outdoor time-spent patterns differ from the default assumptions in the USEPA Exposure Factors Handbook. Variation observed across age groups indicates that reliance on generic exposure parameters may misrepresent population-specific risks. These findings demonstrate that exposure assessments and interventions must be age-specific, reflecting the distinct patterns and profiles of different demographic groups. Furthermore, they emphasize the importance of locally generated demographic, time-spent, and housing data for accurately characterizing environmental risks in mining-affected communities.

Indexed as

age groupsindoor timeMine tailingsoutdoor timeSouth Africa

Identifiers

PMID42668327

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