Areas Of South Africa Research Articles

“We are just with each other, everything is going to be okay”—BlackQueer rural–urban migration, danger and digital sexual desires

Abstract Much research looking at Queer migration focuses on the movement of people between countries and continents, where countries of origin are deemed unsafe. However, literature shows that in South Africa there are more people migrating internally than those migrating into South Africa from other countries. In this article, I draw on 15 interviews with BlackQueers who moved from rural to urban areas in South Africa to explain their Queer-centric motivations for migrating internally, which enabled them to “confront what it means to be Queer” through physical and digital interactions. The digital world is important because it surpasses fixed geographies. Digital spaces offer a refuge that may not be available in offline spaces even when there are legal protections that state that this should not be the case. This article provokes transnational scholarship to pay equal attention to movements within countries and digital spaces as it does to cross-country flows.

Modeling the relationship between living in informal dwellings and fear of crime in Gauteng Province, South Africa

ABSTRACT Information from the fifth wave of the Quality-of-Life Survey conducted by the Gauteng City-Region Observatory was used in this paper to investigate the relationship between living in informal dwellings and fear of crime. This examination is based on existing theories, including victimization/vulnerability, neighborhood disorder, and diffuse anxiety theories. Given the prominence of informal dwellings in most urban areas in South Africa, including Gauteng Province, this study examines whether living in informal dwellings determines fear of crime or feelings of unsafety. Multilevel cumulative logistic models were therefore estimated to account for similarities between individuals in the same wards while at the same time modeling for differences between wards. The results indicate that an individual residing in an informal dwelling is less likely to feel safe than one who resides in a formal dwelling in Gauteng Province. By focusing on informal dwellings as the predictor of interest, the present paper attempts to extend the panoply of predictors that can be used in empirical research when testing the above-mentioned theories.

Digital literacy: a foreign language for students from rural areas in South Africa

The Digital literacy has become an imperative part of higher education, since the Covid19 outbreak, traditional institutions had to adapt digital learning techniques. However, students from rural schools were left in the dark. Since there are still some extremely poor schools in the rural parts of South Africa, where there is still no access to electricity. Therefore, the ability to use any digital tools remains a huge challenge for such students. The transition from a rural school to an urban higher education institution that is very tech savvy and living in the 4th industrial revolution is extensively difficult. Subsequently, the success of students from rural schools gets hindered. However, this doesn’t necessary mean that these students are incapable of succeeding in their respective programs. This paper aims to explore the challenges faced by students from rural schools regarding digital literacy. The research methodology will be a quantitative approach, the sample will be drawn from students in traditional universities who are coming from rural high schools. The findings of this paper will be used to recommend ways of increasing the success rate of learners from rural schools in digital literacy and skills development for traditional universities in South Africa. Keywords: Digital Literacy, Inclusive Education, Student Succes, South African Higher Education Subject classification codes: I230; I240; I210

Exploring the risk of heat stress in high school pre-season sports training, Johannesburg, South Africa.

There is growing concern over the increased risk of heat stress induced by the changing climate, with increased global temperatures expected to exacerbate conditions. Heat stress in school sports is a critically understudied research area in South Africa (SA). As demonstrated by several studies conducted in the global north, the stress elicited by meteorological conditions on students participating in physical education lessons and after-school sports activities could have serious consequences on their health. This paper represents the first research in the region to investigate the risk of heat stress to school students during physical activity. Meteorological data were collected at a school in Johannesburg between March and July, which encompasses the seasons of late summer, autumn, and winter. These were inputted into four heat stress indices: Humidex, Heat Index, Wet Bulb Globe Temperature, and the Universal Thermal Climate Index, together with the measured Wet Bulb Temperature to determine the level of risk of heat stress during physical education lessons and after-school sports activities between March and July. Of the 2700 index scores calculated over this period, 56% indicate some level of heat stress, with almost 6% indicating a high and very high level of risk. Heat stress is calculated to be most likely to occur between 11h00-15h00, and the danger of pre-season training, which takes place in the summer months, is demonstrated by these results. Additionally, this research finds that heat stress is far more likely on artificial surfaces than on natural grass. The findings of this research intimate that school stakeholders should consider the implications of heat stress when considering timetabling and policy-making in the interests of safeguarding their students.

Assessment of the effectiveness of coarse resolution fire products in monitoring long-term changes in fire regime within protected areas in South Africa

Although high-resolution satellite and in situ airborne observations are becoming a common data source for fire monitoring, reconstruction of the historical fire record is based on less suitable data. In many regions, managers and policy-makers rely solely on coarse resolution global fire datasets. This study assessed the suitability of readily available products to accurately depict several fire metrics by comparing them to the manually derived fire scars within three natural reserves in South Africa (2003–2020). Contrary to previous findings, we showed that MCD64A1 and FireCCI51 products detected the majority of the burned area (70–97 %) within protected areas and showed high temporal consistency. Additionally, active and burned area products accurately detected the length and the peak of the fire season. Nonetheless, we found neither medium nor coarse resolution data suitable for evaluating long-term changes in fire size distribution. Coarse resolution burned area products demonstrated a very limited capacity to detect fires smaller than 100 ha, while a lack of sufficient non-cloudy Landsat images led to substantial gaps in fire reconstruction, bringing an unknown level of uncertainties in fire metrics estimates. Similarly, the only available medium-resolution burned area product (GABAM) was unsuitable for fire monitoring since unmapped areas were classified as unburned, making no distinction between regions with an absence of data and an absence of fires. Meanwhile, the performance of FireCCILT11 was ranked the lowest among all the available fire products. Given the lack of resources in many protected areas in South Africa and the pressing need to evaluate current and historical fire management practices and policies, we conclude that, in the absence of a more accurate higher-resolution alternative, MCD64A1 was the most suitable product for capturing year-to-year fluctuations in fire activity and a combination of MODIS and VIIRS active fire products for monitoring changes in fire seasonality.

The invasion threat of the emerging alien cactus Cylindropuntia pallida (Rosa), F.M. Knuth in South Africa and the potential for control using herbicides

The emerging alien cactus Cylindropuntia pallida (Rose) F.M. Knuth originates from northern Mexico and introduced into South Africa in 1940s as an ornamental plant. Multiple populations of C. pallida have been detected in various areas of South Africa. C. pallida has effective propagule dispersal and rapid recruitment making it a likely key future invader, and thus, is a target for eradication in South Africa. To eradicate C. pallida populations, a foliar spray (i.e. using a 2% concentration of herbicide with fluroxypyr and triclopyr) has been applied to plants in nine populations, with population sizes ranging between 535 and 2701 plants and populations covering areas of 100 –1000 ha. The aims of the study were to investigate the efficacy of the foliar spray method used to eradicate C. pallida; to investigate the impacts of C. pallida invasions on native vegetation integrity; to apply species distribution models (SDMs) to identify suitable climates for C. pallida in South Africa; and to document the biomes vulnerable to the negative impact of C. pallida in South Africa. Results show that foliar spray killed many C. pallida plants (mean percentage of dead plants ± SE, 83.3 ± 6.4; n = 9; range, 70–96%), with adult plants taking about 2 months to die completely. The efficacy of the herbicide was not affected by plant size or the concentration of the herbicide used. The invaded site had significantly greater vegetation cover which persisted across winter compared to the uninvaded site, but the latter site’s vegetation cover significantly dropped in winter. Also, the invaded site had lower plant species diversity than the uninvaded site and was dominated by species in the Poaceae and Asteraceae plant families. Additionally, a normalised difference vegetation index (NDVI) analysis shows that the uninvaded site has higher vegetation cover and health than the invaded site wherein a notable decline in vegetation health was observed between 2019 and 2022. A large area (> 15 million hectares) was predicted to be suitable for invasion by C. pallida in provinces with arid and warm temperate climates - the fynbos and grassland biomes are the most vulnerable. Because of the observed negative impacts, high environmental compatibility, and high cost of clearing large infestations, we advocate for considering the biocontrol method for effectively managing C. pallida invasion in South Africa.

The Effect of Government Policies on Investment in Poverty-Stricken Areas in South Africa

Purpose: The aim of the study was to analyze the effect of government policies on investment in poverty-stricken areas. Methodology: This study adopted a desk methodology. A desk study research design is commonly known as secondary data collection. This is basically collecting data from existing resources preferably because of its low cost advantage as compared to a field research. Our current study looked into already published studies and reports as the data was easily accessed through online journals and libraries. Findings: Government policies positively impact investment in poverty-stricken areas, fostering economic revitalization and poverty alleviation. Targeted fiscal incentives, infrastructure development, and microfinance initiatives stimulate investment, create jobs, and improve livelihoods. These interventions attract private sector investment, encourage entrepreneurship, and foster sustainable development. Overall, government policies play a crucial role in unlocking economic potential and promoting inclusive growth in marginalized regions. Unique Contribution to Theory, Practice and Policy: Institutional theory, political economy theory & developmental state theory may be used to anchor future studies on effect of government policies on investment in poverty-stricken areas. The research on the effect of government policies on investment offers valuable insights for practitioners involved in poverty alleviation efforts and economic development initiatives. The research contributes to the formulation of informed policy decisions aimed at addressing poverty and promoting investment in marginalized regions.

Social licensing and dependencies: Implications for mine closure in South Africa

The social license to operate that the mining sector uses to ensure local consent has come under criticism. Yet research seldom investigates the dependencies created by this license. To remedy this deficiency, we used the dependencies identified by evolutionary governance theory to examine three case studies of a social license to operate in mining areas in South Africa. We found that the license can create rigidity and conflicts. Interdependencies are visible in both cooperation and conflict between the mines and NGOs. Goal dependency is visible in the adverse consequences that follow when communities want to redress historical inequalities as well as in the emphasis on creating trust. Path dependency is visible in the persistence of a mindset associated with a mining boom. We argue that proponents of the social license to operate should consider the dependencies that their activities cause and the long-term implications when a mine closes.

Short-Term Forecasting of Photovoltaic Power Using Multilayer Perceptron Neural Network, Convolutional Neural Network, and k-Nearest Neighbors’ Algorithms

Governments and energy providers all over the world are moving towards the use of renewable energy sources. Solar photovoltaic (PV) energy is one of the providers’ favourite options because it is comparatively cheaper, clean, available, abundant, and comparatively maintenance-free. Although the PV energy source has many benefits, its output power is dependent on continuously changing weather and environmental factors, so there is a need to forecast the PV output power. Many techniques have been employed to predict the PV output power. This work focuses on the short-term forecast horizon of PV output power. Multilayer perception (MLP), convolutional neural networks (CNN), and k-nearest neighbour (kNN) neural networks have been used singly or in a hybrid (with other algorithms) to forecast solar PV power or global solar irradiance with success. The performances of these three algorithms have been compared with other algorithms singly or in a hybrid (with other methods) but not with themselves. This study aims to compare the predictive performance of a number of neural network algorithms in solar PV energy yield forecasting under different weather conditions and showcase their robustness in making predictions in this regard. The performance of MLPNN, CNN, and kNN are compared using solar PV (hourly) data for Grahamstown, Eastern Cape, South Africa. The choice of location is part of the study parameters to provide insight into renewable energy power integration in specific areas in South Africa that may be prone to extreme weather conditions. Our data does not have lots of missing data and many data spikes. The kNN algorithm was found to have an RMSE value of 4.95%, an MAE value of 2.74% at its worst performance, an RMSE value of 1.49%, and an MAE value of 0.85% at its best performance. It outperformed the others by a good margin, and kNN could serve as a fast, easy, and accurate tool for forecasting solar PV output power. Considering the performance of the kNN algorithm across the different seasons, this study shows that kNN is a reliable and robust algorithm for forecasting solar PV output power.

Behavior, site use and demographics of shortfin devil rays, Mobula kuhlii, at a newly-discovered cleaning area in South Africa

Many shark and ray species show affinity to specific sites, making these areas critical for their survival. These include cleaning stations: locations on reefs where cleaner fish remove parasites and clean wounds, which is important for maintaining health. Cleaning stations also function as social gathering sites, or resting points, where courtship and mating can occur. In this study, we identify an aggregation site for the shortfin devil ray, Mobula kuhlii (Family Mobulidae) within the Aliwal Shoal Marine Protected Area in KwaZulu-Natal (KZN), South Africa, and document their behavior. Remote underwater video was used to collect footage of M. kuhlii being cleaned by blue streak cleaner wrasse, Labroides dimidiatus. Generalized additive models (GAMs) were used to assess environmental predictors of M. kuhlii presence on Aliwal Shoal. Mixed models were used to assess the same environmental predictors and their correlation with mean M. kuhlii cleaning duration and number of L. dimidiatus bites per second at the identified cleaning station site. M. kuhlii were present in 56% of observation days, with group numbers up to > 150 individuals. Sea surface temperature was a significant predictor for M. kuhlii presence, while a north to south current was significantly associated with longer mean cleaning durations. These results support findings of mobulid studies in KZN that show increased habitat use during summer temperatures (24–25 °C) and suggest these sites to be important for individual health and social interaction. We hope these findings can be used for development of location-specific management plans to safeguard this Endangered species.

The gendered context of women charged with violent offences in the forensic psychiatric setting.

Women charged with violent offences may be referred by courts for forensic psychiatric assessment to determine whether mental disorder or intellectual disability impacts their fitness to stand trial and/or criminal responsibility. The profile of these women is a poorly researched area in South Africa. This study examined the socio-demographic, offence-related, and clinical profile of South African women charged with violent offences referred for forensic assessment. Fort England Hospital (FEH), a forensic psychiatric institution in the Eastern Cape. The clinical records of 173 women referred by courts for forensic psychiatric evaluation over a 24-year period (1993-2017) to FEH were systematically reviewed. Most women were single, black mothers with dependent children, who were unemployed and socio-economically impoverished. Many had backgrounds of pre-offence mental illness, alcohol use and alleged abuse. The majority were first-time offenders whose victims were known to them. Most child victims were biological children killed by their mothers. Likely primary motives for violence were related to psychopathology in half of cases, and interpersonal conflict in a third. Forensic assessment most frequently confirmed psychotic disorders and dual diagnoses. Half the cases were fit to stand trial and under half were criminally responsible. Violent female offending occurs within a gendered context, with high rates of prior trauma, alcohol use and psychosocial distress in perpetrators. An emphasis on gender-sensitive psychosocial interventions is required. This study highlights the nature and context of violent offending by women referred for forensic psychiatric assessment in South Africa.

Socio-demographic Variables and Push Travel Motivation: Tourists Visiting a Protected Area in South Africa

This study aims to explore the key push travel motivation factors from Dann’s theory of push and pull motivation and analysed the influence of tourists’ socio-demographic variables on push travel motivation factors to visit protected areas (PAs). Data were collected via a structured questionnaire from 435 randomly selected tourists visiting Hluhluwe-iMfolozi park (HiP). Data analyses employed descriptive statistics to generate frequencies, mean scores and standard deviations using IBM's SPSS version 28 software. Mann-Whitney Wilcoxon test implemented in Stata software version 15 was employed. The findings revealed that the key tourists push factors are “relaxation and family togetherness”. The study further indicates that demographic variables such as “nationality, residency, employment status and age” have significant effects on tourists’ overall push factors (i.e., relaxation, social interaction, family togetherness, and prestige motivation). Based on the findings, the study made recommendations directed to the park management focusing on promoting and sustaining activities that address the key push motivation factors.

Association of in utero HIV exposure with child brain structure and language development: a South African birth cohort study

BackgroundThere is a growing population of children with in utero HIV exposure who are at risk of poor neurodevelopmental outcomes despite avoiding HIV infection. However, the underlying neurobiological pathways are not understood and neuroimaging studies are lacking. We aimed to investigate the cortical brain structure of children who are HIV-exposed and uninfected (HEU) compared to HIV-unexposed (HU) children and to examine the relationship with neurodevelopment.MethodsThe Drakenstein Child Health birth cohort study enrolled pregnant women from a high HIV prevalence area in South Africa with longitudinal follow-up of mother–child pairs. High-resolution magnetic resonance imaging scans from 162 children (70 HEU; 92 HU) were acquired at 2–3 years of age. All HEU children were born to mothers taking antiretroviral therapy. Measures of brain structure (cortical thickness and surface area) in the prefrontal cortex regions were extracted from T1-weighted images and compared between groups using multivariate analysis of variance and linear regression. Child development, assessed using the Bayley Scales of Infant and Toddler Development-III, was correlated with cortical structure, and mediation analyses were performed.ResultsAnalyses demonstrated an association between HIV exposure and cortical thickness across the prefrontal cortex (p = 0.035). Children who were HEU had thicker cortices in prefrontal regions, with significantly greater cortical thickness in the medial orbitofrontal cortex (mOFC) bilaterally compared to HU children (3.21 mm versus 3.14 mm, p = 0.009, adjusted effect size 0.44 [95% CI 0.12 to 0.75]). Estimates held across multiple sensitivity analyses. There were no group differences in cortical surface area. Language scores, which were lower in HEU versus HU children (81.82 versus 86.25, p = 0.011, effect size − 0.44 [95% CI − 0.78 to − 0.09]), negatively correlated with prefrontal cortical thickness in both groups. Cortical thickness in the mOFC mediated the relationship between HIV exposure and poor language outcomes (Sobel test p = 0.032).ConclusionsIn this cohort study, exposure to HIV during pregnancy was associated with altered cortical structure in early life. Our findings indicate that differences in cortical thickness development in the prefrontal region in children who are HEU may be a pathway leading to language impairment. Longitudinal studies are needed to determine the lasting impact.

Catchment-Wide Groundwater Budget for the Inkomati-Usuthu Water Management Area in South Africa.

In South Africa, approximately 98% of the predicted total surface water resources are already being used up. Consequently, the National Water Resource Strategy considers groundwater to be important for the future planning and management of water resources. In this case, quantifying groundwater budgets is a prerequisite because they provide a means for evaluating the availability and sustainability of a water supply. This study estimated the regional groundwater budgets for the Inkomati-Usuthu Water Management Area (Usuthu, Komati, Sabie-Sand, and Crocodile) using the classical hydrological continuity equation. The equation was used to describe prevailing feedback loops between groundwater draft, recharge, baseflow, and storage change. The results were coarser scale estimates which, beforehand, were derived from the 2006 study. In the years to follow, groundwater reliance intensified and there was also the historic 2015/2016 drought. This inevitably led to an increased draft while the rest of the components of the groundwater budgets experienced decreases. Both Crocodile and Sabie-Sand experienced groundwater storage depletion which led to reduced baseflow and groundwater availability, while groundwater recharge contrarily increased due to capture. Conversely, the other two catchments experienced relatively lower drafts with correspondingly higher groundwater availability and recharge while storage change was positive. The results highlighted the need for adaptive water management whose effectiveness relies on predictive studies. Consequently, future models should be developed to capture the spatial and temporal dynamism of the natural groundwater budget due to climate change, water demands, and population growth predictions.

Rural Entrepreneurship and Innovation in BRICS Economies: Secondary Evidence from Rural Areas in South Africa

It has been propagated by scholars and practitioners that entrepreneurship and innovation are potent tools that can be harnessed to transform rural areas, grow rural economies, create jobs, and enhance the prospects of attaining sustainable development goals (SDGs). Subsequently, these disciplines have garnered attention from researchers for virtually a century. Nonetheless, these researchers often focused on entrepreneurship and innovation activities in urban areas, thereby neglecting entrepreneurship and innovation activities in rural areas. Thus, there is a paucity of literature on rural entrepreneurship and innovation in the BRICS economies. Within the context of the agency theory and the Triple Helix Model of industrial policy, this study systematically reviews the literature on rural entrepreneurship and innovation in the Republic of South Africa. The study revealed that rural firms are risk-averse, which challenges the doctrine of rural transformation through rural entrepreneurship and innovation. Moreover, the ability to engage in entrepreneurship and innovation by rural firms is highly dependent on the availability of support from the government and actor networks. Subsequently, rural firms fail when support has been phased out. Thus, the government and actor networks should do things differently, with an emphasis on teaching rural firms to be independent and sustainable entrepreneurs and innovators.

Exploring the syndemic interaction between social, environmental and structural contexts of HIV infection in peri-mining areas in South Africa: a qualitative study

ObjectiveTo explore the syndemic interaction between social, environmental, and structural contexts and HIV infection in peri-mining areas in South Africa.DesignMixed qualitative methods consisting of in-depth interviews (IDIs) and focus group...

Social-ecological-resilience enablers among youth residing in the air polluted Highveld Priority Area of South Africa

ABSTRACT Young people living in low-income settlements face numerous challenges ranging from violence to polluted environments. However, many of them find ways in which to overcome these challenges for their own growth and development. These ‘ways’ are known as resilience-enablers. We studied the resilience enablers of 240 adolescents living in the highly air polluted area in South Africa. Using the draw-and-write technique, this qualitative study entailed asking school-attending adolescents (n = 240; average age: 14.1) to make a drawing that illustrated what supported their resilience, before writing a short narrative to explain their drawing. Using a codebook-informed thematic analysis, we identified two dominant patterns in the data: most young people relied on themselves to cope well with their challenging environment; a minority also drew on social, institutional and environmental supports. Our findings are alarming because they imply that little is being done to co-facilitate the resilience of young people in polluted low-income settlements.

Parental Financial Socialisation of Young Black African Adults in South Africa

Purpose: Parental financial socialisation is necessary to help young adults to effectively manage their finances and improve their financial well-being. This study examined parental financial socialisation of young black African adults by their parents in rural and low-income area in South Africa.
 Design/methodology/approach: Parental financial socialisation was measured through parental financial behaviour, parental financial monitoring, parental financial discussions, parental financial communications, and parental finan-cial teaching. This study adopted quantitative research approach and self-administered questionnaire to collect data from young black African adults in Fetakgomo Tubatse and Intsika Yethu municipalities because these municipal-ities are the most rural and low-income areas in South Africa. Descriptive statistics were used to analyse data. The composite score was calculated to determine parental financial socialisation.
 Findings: The overall score of Parental financial socialisation was 53%, which is moderate. Thus, young black African adults are financially socialised by their parents. This result was surprising as parents in rural and low-income areas uphold cultural norms and values and consider discussing certain issues like money with children a taboo.
 Research limitations/implications: Due to the low levels of general literacy among the respondents, which neg-atively affected data collection; some young adults did not understand the questionnaire and withdrew from partic-ipating in the study. Furthermore, even though confidentiality and anonymity were guaranteed, respondents were reluctant to participate in the study. They feared exposing their financial position and displayed a lack of trust.
 Originality/value: This study is the first to investigate parental financial socialisation of young black African adults in rural and low-income area in South Africa. This study concluded by providing recommendations and suggestions for future research.

Household transmission of SARS-CoV-2 in a rural area in South Africa

Background. Patterns of SARS‐CoV‐2 spread have varied by geolocation, with differences in seroprevalence between urban and rural areas, and between waves. Household spread of SARS‐CoV‐2 is a known source of new COVID‐19 infections, with rural areas in sub‐Saharan Africa being more prone than urban areas to COVID‐19 transmission because of limited access to water in some areas, delayed health‐ seeking behaviour and poor access to care. Objectives. To explore SARS‐CoV‐2 infection incidence and transmission in rural households in South Africa (SA). Methods. We conducted a prospective household cluster investigation between 13 April and 21 July 2021 in the Matjhabeng subdistrict, a rural area in Free State Province, SA. Adults with SARS‐CoV‐2 confirmed by polymerase chain reaction (PCR) tests (index cases, ICs) and their household contacts (HCs) were enrolled. Household visits conducted at enrolment and on days 7, 14 and 28 included interviewer‐ administered questionnaires and respiratory and blood sample collection for SARS‐CoV‐2 PCR and SARS‐CoV‐2 immunoglobulin G serological testing, respectively. Co‐primary cases were HCs with a positive SARS‐CoV‐2 PCR test at enrolment. The incidence rate (IR), using the Poisson distribution, was HCs with a new positive PCR and/or serological test per 1 000 person‐days. Associations between outcomes and HC characteristics were adjusted for intra‐cluster correlation using robust standard errors. The secondary infection rate (SIR) was the proportion of new COVID‐19 infections among susceptible HCs. Results. Among 23 ICs and 83 HCs enrolled, 10 SARS‐CoV‐2 incident cases were identified, giving an IR of 5.8 per 1 000 person‐days (95% confidence interval (CI) 3.14 ‐ 11.95). Households with a co‐primary case had higher IRs than households without a co‐primary case (crude IR 14.16 v. 1.75, respectively; p=0.054). HIV infection, obesity and the presence of chronic conditions did not materially alter the crude IR. The SIR was 15.9% (95% CI 7.90 ‐ 29.32). Households with a lower household density (fewer household members per bedroom) had a higher IR (IR 9.58; 95% CI 4.67 ‐ 21.71) than households with a higher density (IR 3.06; 95% CI 1.00 ‐ 12.35). Conclusion. We found a high SARS‐CoV‐2 infection rate among HCs in a rural setting, with 48% of households having a co‐primary case at the time of enrolment. Households with co‐primary cases were associated with a higher seroprevalence and incidence of SARS‐CoV‐2. Sociodemographic and health characteristics were not associated with SARS‐CoV‐2 transmission in this study, and we did not identify any transmission risks inherent to a rural setting.

Transport-related social exclusion and mobility in developing countries: the South African case

IntroductionTransport-related social exclusion has been studied in many countries, and from many different perspectives. In Africa, however, there is little recent research into the phenomenon, even though African cities tend to have poor transport services, urban sprawl is extensive usually resulting in long travel times and high travel costs, and certain areas experience high levels of crime. By implication, there are several factors that impact the ability of people to access economic and societal opportunities, however these are not well documented. Building on previous work from several authors, this research sought to describe transport-related social exclusion in a large metropolitan area in an emerging economy.MethodsUsing a qualitative methodology, 60 interviews were conducted with City of Johannesburg residents. The data was analyzed using manual thematic and classic content analysis.ResultsThe study found that residents often did not have access to services due to availability, but also that economic, geographic and fear-based exclusion were particularly prevalent in the sample, although there were several other psychological exclusion dimensions, as well as information exclusion.DiscussionThis study is the first recent study in South Africa to consider a wide range of commuters from varying demographic strata, thus providing a novel perspective on TRSE in a major urban area in the country. The study recommends that policy actions be considered, taking into account the minibus taxi industry, which is often overlooked in government policy. TRSE should also be an inherent element in urban (and other) transport planning, as well as take into account the broader societal realities faced by citizens. Future research directions include conducting broader quantitative studies across a variety of urban areas in South Africa, and beyond, to determine specific TRSE dimensions in various urban areas. Policy analysis is also recommended, to determine TRSE policy gaps and align interventions with specific commuter needs.