Evidence map›Paper›PMID 33827046›Full record

ArticleJMIR public health and surveillance2021

Protective Behaviors and Secondary Harms Resulting From Nonpharmaceutical Interventions During the COVID-19 Epidemic in South Africa: Multisite, Prospective Longitudinal Study.

Guy Harling, Francesc Xavier Gómez-Olivé, Joseph Tlouyamma, Tinofa Mutevedzi, Chodziwadziwa Whiteson Kabudula, Ruth Mahlako, Urisha Singh, Daniel Ohene-Kwofie, Rose Buckland, Pedzisai Ndagurwa and 11 more

Open access · goldAbstract readMulticenter Study
In one paragraph

Article in JMIR public health and surveillance, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 22 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
22citing papers in PubMed, 1 pooled it
3.9field-weighted citation impact, top 6% of its field
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

22 citing papers in PubMed, 1 synthesis or guideline pooled it, 30 citations in OpenAlex.

  1. Pooled it
  2. Trial
  3. The role of household composition in social isolation and anxiety: evidence from adults in South Africa during the COVID-19 pandemic.The journals of gerontology. Series B, Psychological sciences and social sciences · 2026
    Article
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  8. The Value Proposition of Coordinated Population Cohorts Across Africa.Annual review of biomedical data science · 2024
    Review
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  20. Regional differences in NPI efficacy and recommendations for Africa.International journal of infectious diseases : IJID : official publication of the International Society for Infectious Diseases · 2021
    Article
4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

21 authors at 6 institutions in 4 countries.

Guy HarlingAfrica Health Research Institute, KwaZulu-Natal, South Africa.ORCID 0000-0001-6604-491X
Francesc Xavier Gómez-OlivéMedical Research Council/Wits Rural Public Health and Health Transitions Research Unit (Agincourt), School of Public Health, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa.ORCID 0000-0002-4876-0848
Joseph TlouyammaDikgale-Mamabolo-Mothiba Population Health Research Centre, School of Health Care Sciences, Faculty of Health Sciences, University of Limpopo, Mankweng, South Africa.ORCID 0000-0003-4635-3234
Tinofa MutevedziDepartment of Science and Innovation-Medical Research Council South African Population Research Infrastructure Network, Johannesburg, South Africa.ORCID 0000-0002-1749-3089
Chodziwadziwa Whiteson KabudulaMedical Research Council/Wits Rural Public Health and Health Transitions Research Unit (Agincourt), School of Public Health, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa.ORCID 0000-0002-5867-0336
Ruth MahlakoDikgale-Mamabolo-Mothiba Population Health Research Centre, School of Health Care Sciences, Faculty of Health Sciences, University of Limpopo, Mankweng, South Africa.ORCID 0000-0002-2406-9294
Urisha SinghAfrica Health Research Institute, KwaZulu-Natal, South Africa.ORCID 0000-0001-6905-7599
Daniel Ohene-KwofieMedical Research Council/Wits Rural Public Health and Health Transitions Research Unit (Agincourt), School of Public Health, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa.ORCID 0000-0001-7107-9498
Rose BucklandInstitute for Global Health, University College London, London, United Kingdom.ORCID 0000-0002-3947-6685
Pedzisai NdagurwaMedical Research Council/Wits Rural Public Health and Health Transitions Research Unit (Agincourt), School of Public Health, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa.ORCID 0000-0001-5628-4901
Dickman GaretaAfrica Health Research Institute, KwaZulu-Natal, South Africa.ORCID 0000-0002-4004-5655
Resign GundaAfrica Health Research Institute, KwaZulu-Natal, South Africa.ORCID 0000-0003-1404-9879
Thobeka MngomezuluAfrica Health Research Institute, KwaZulu-Natal, South Africa.ORCID 0000-0002-4142-2432
Siyabonga NxumaloAfrica Health Research Institute, KwaZulu-Natal, South Africa.ORCID 0000-0001-5931-1784
Emily B WongAfrica Health Research Institute, KwaZulu-Natal, South Africa.ORCID 0000-0003-4755-5380
Kathleen KahnMedical Research Council/Wits Rural Public Health and Health Transitions Research Unit (Agincourt), School of Public Health, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa.ORCID 0000-0003-3339-3931
Mark J SiednerAfrica Health Research Institute, KwaZulu-Natal, South Africa.ORCID 0000-0003-3506-842X
Eric MaimelaDikgale-Mamabolo-Mothiba Population Health Research Centre, School of Health Care Sciences, Faculty of Health Sciences, University of Limpopo, Mankweng, South Africa.ORCID 0000-0003-2843-4663
Stephen TollmanMedical Research Council/Wits Rural Public Health and Health Transitions Research Unit (Agincourt), School of Public Health, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa.ORCID 0000-0003-0744-7588
Mark CollinsonMedical Research Council/Wits Rural Public Health and Health Transitions Research Unit (Agincourt), School of Public Health, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa.ORCID 0000-0002-8205-7099
Kobus HerbstAfrica Health Research Institute, KwaZulu-Natal, South Africa.ORCID 0000-0002-5436-9386
University of the Witwatersrand · ZAAfrica Health Research Institute · ZAUniversity of Limpopo · ZAHarvard University · USUniversity College London · GBUniversity of Alabama at Birmingham · US

Funding

Can HIV Hot-Spots be eradicated? An intervention to decrease HIV transmission to young women in rural KwaZulu-Natal South AfricaR01AI124389 · NIAID · UNIVERSITY OF KWAZULU-NATAL · PI BARNIGHAUSEN, TILL, TANSER, FRANK COURTENEY · 2016 to 2020
$2.1M
Studies of Mucosal Associated Invariant T (MAIT) cells in people with HIV, TB and HIV/TB co-infection in South AfricaK08AI118538 · NIAID · MASSACHUSETTS GENERAL HOSPITAL · PI WONG, EMILY BETH · 2015 to 2019
$950k
Quantification of patterns of multimorbidity to develop effective and efficient models of HIV, TB and NCD co-care in rural South AfricaR21TW011687 · FIC · KWAZULU-NATAL RESEARCH INSTITUTE TB-HIV · PI TANSER, FRANK COURTENEY, WONG, EMILY BETH · 2020 to 2021
$347k
FIC NIH HHS R21 TW011687NIAID NIH HHS K08 AI118538NIAID NIH HHS R01 AI124389Wellcome Trust
6 · The paper itself

Abstract

backgroundIn March 2020, South Africa implemented strict nonpharmaceutical interventions (NPIs) to contain the spread of COVID-19. Over the subsequent 5 months, NPI policies were eased in stages according to a national strategy. COVID-19 spread throughout the country heterogeneously; the disease reached rural areas by July and case numbers peaked from July to August. A second COVID-19 wave began in late 2020. Data on the impact of NPI policies on social and economic well-being and access to health care are limited.

objectiveWe aimed to determine how rural residents in three South African provinces changed their behaviors during the first COVID-19 epidemic wave.

methodsThe South African Population Research Infrastructure Network nodes in the Mpumalanga (Agincourt), KwaZulu-Natal, (Africa Health Research Institute) and Limpopo (Dikgale-Mamabolo-Mothiba) provinces conducted up to 14 rounds of longitudinal telephone surveys among randomly sampled households from rural and periurban surveillance populations every 2-3 weeks. Interviews included questions on the following topics: COVID-19-related knowledge and behaviors, the health and economic impacts of NPIs, and mental health. We analyzed how responses varied based on NPI stringency and household sociodemographics.

resultsIn total, 5120 households completed 23,095 interviews between April and December 2020. Respondents' self-reported satisfaction with their COVID-19-related knowledge and face mask use rapidly rose to 85% and 95%, respectively, by August. As selected NPIs were eased, the amount of travel increased, economic losses were reduced, and the prevalence of anxiety and depression symptoms fell. When the number of COVID-19 cases spiked at one node in July, the amount of travel dropped rapidly and the rate of missed daily medications doubled. Households where more adults received government-funded old-age pensions reported concerns about economic matters and medication access less often.

conclusionsSouth Africans complied with stringent, COVID-19-related NPIs despite the threat of substantial social, economic, and health repercussions. Government-supported social welfare programs appeared to buffer interruptions in income and health care access during local outbreaks. Epidemic control policies must be balanced against the broader well-being of people in resource-limited settings and designed with parallel support systems when such policies threaten peoples' income and access to basic services.

Indexed as

Health BehaviorPublic PolicyAdultCOVID-19EpidemicsFemaleHealth Services AccessibilityHumansIncomeLongitudinal StudiesMaleProspective StudiesRural PopulationSouth AfricaSurveys and Questionnairesbehaviour changeCOVID-19economic well-beinghealth care accesshealth knowledgemental healthnonpharmaceutical interventionsSouth Africasurveillance

Identifiers

PMID33827046
PMCPMC8121138
OpenAlexW3146138436

What OpenQuestion holds

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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.