Evidence map›Paper›PMID 42790880›Full record

Observational studyJMIR mHealth and uHealth2026

Mobile Heat Early Warning System for Pregnant and Postpartum Women in South Africa: Prospective Observational Evaluation Study.

Clara Sofia Heil, Shobna Sawry, Susanne Frennert, Jean Le Roux, Pascalia Ozida Munyewende, Sibusiso Mkwananzi, Ijeoma Solarin, Perkins Watambwa, Koen van der Sanden, Isabelle Lange and 4 more

Abstract readObservational Study
In one paragraph

Observational study in JMIR mHealth and uHealth, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
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

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

14 authors.

Clara Sofia HeilAerosol and Climate Laboratory, Division of Ergonomics and Aerosol Technology, Department of Design Sciences, Faculty of Engineering, Lund University, Lund, Skåne, Sweden.ORCID https://orcid.org/0009-0008-5466-8010
Shobna SawryClimate and Health, Implementation Science, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, Gauteng, South Africa.ORCID https://orcid.org/0000-0002-3845-4863
Susanne FrennertAerosol and Climate Laboratory, Division of Ergonomics and Aerosol Technology, Department of Design Sciences, Faculty of Engineering, Lund University, Lund, Skåne, Sweden.ORCID https://orcid.org/0000-0002-9522-5469
Jean Le RouxClimate and Health, Implementation Science, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, Gauteng, South Africa.ORCID https://orcid.org/0009-0000-7229-3031
Pascalia Ozida MunyewendeClimate and Health, Implementation Science, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, Gauteng, South Africa.ORCID https://orcid.org/0000-0002-1244-8799
Sibusiso MkwananziClimate and Health, Implementation Science, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, Gauteng, South Africa.ORCID https://orcid.org/0000-0002-4384-2641
Ijeoma SolarinClimate and Health, Implementation Science, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, Gauteng, South Africa.ORCID https://orcid.org/0000-0002-2045-3053
Perkins WatambwaCentre for Sexual Health and HIV AIDS Research, Harare, Harare, Zimbabwe.ORCID https://orcid.org/0009-0003-0225-854X
Koen van der SandenNetherlands Organisation for Applied Scientific Research, Soesterberg, South Holland, The Netherlands.ORCID https://orcid.org/0000-0003-0204-4413
Isabelle LangeLondon School of Hygiene & Tropical Medicine, London, England, United Kingdom.ORCID https://orcid.org/0000-0001-8045-048X
Günter AlceAerosol and Climate Laboratory, Division of Ergonomics and Aerosol Technology, Department of Design Sciences, Faculty of Engineering, Lund University, Lund, Skåne, Sweden.ORCID https://orcid.org/0000-0001-9112-2414
Veronique FilippiLondon School of Hygiene & Tropical Medicine, London, England, United Kingdom.ORCID https://orcid.org/0000-0003-1331-3391
Stanley LuchtersCentre for Sexual Health and HIV AIDS Research, Harare, Harare, Zimbabwe.ORCID https://orcid.org/0000-0001-5235-5629
Chuansi GaoAerosol and Climate Laboratory, Division of Ergonomics and Aerosol Technology, Department of Design Sciences, Faculty of Engineering, Lund University, Lund, Skåne, Sweden.ORCID https://orcid.org/0000-0001-7386-692X

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundEarly warning systems (EWS) have the potential to reduce heat-related health risks, yet few are designed specifically for vulnerable populations. Pregnant women and infants, often cared for by postpartum women, are particularly susceptible to heat-related illnesses. The MotherHeat Alert mobile app is a heat EWS specifically developed for pregnant and postpartum women.

objectiveThis study aimed to assess the usability and effectiveness of the MotherHeat Alert in the Tshwane District, South Africa.

methodsThis prospective observational evaluation study included a cohort of 201 participants (100 pregnant and 101 postpartum) who were followed over a 6-month period. In addition, a questionnaire was administered at 3 time points (baseline, midpoint, and end point) to collect self-reported information on health, living situation, and heat exposure, among other parameters. Usability was evaluated in the end point questionnaire through a validated Post-Study System Usability Questionnaire (PSSUQ), using descriptive statistics. Effectiveness was assessed through changes in self-reported heat-protective behaviors between baseline, midpoint, and end point, as well as through end point assessments of heat-health knowledge increase and self-reported behavior change attributable to the intervention. Generalized estimating equations were used to analyze repeated measures of heat-protective behaviors, while descriptive statistics were used to summarize end point-reported knowledge gains and behavior change.

resultsUsability scores indicated high overall usability, with mean PSSUQ scores of 1.76 (SD 0.60) among pregnant women and 1.37 (SD 0.45) among postpartum women. Similar patterns were observed across most PSSUQ subscales, including system usefulness, interface quality, and information quality. Most self-reported behavior change due to alerts received through the app was rated as large to very large by the pregnant women (47/70, 67%) and postpartum women (68/82, 83%). Nevertheless, comparing behavior change at baseline and end point mainly highlighted a decrease in protective behavior in both pregnant and postpartum cohorts. Self-reported knowledge increase among pregnant and postpartum women was reported as large to very large following the use of the EWS (55/70, 79% and 72/82, 88%, respectively). Importantly, however, attrition was substantial, particularly among pregnant participants, reaching 30% (30/100) in the pregnant cohort and 19% (19/101) in the postpartum cohort by end point.

conclusionsThe MotherHeat Alert app demonstrated positive outcomes in usability. Effectiveness showed conflicting results, with positive self-reports on behavior change and knowledge increase, yet a decrease in protective heat behaviors when comparing baseline and midpoint with end point results, likely due to seasonality effects. Nevertheless, these findings highlight the potential of tailored EWS to support heat adaptation among pregnant and postpartum populations. Successful implementation and scalability require careful consideration of contextual factors, further assessment of long-term usability and integration into existing health infrastructure.

Indexed as

Heat Stress DisordersMobile ApplicationsPregnant PeopleAdultFemaleHot TemperatureHumansPostpartum PeriodPregnancyProspective StudiesSouth AfricaSurveys and Questionnairesdigital healthglobal warminghot temperaturematernal healthmobile appspostpartum periodpregnancySouth Africa

Identifiers

PMID42790880
PMCPMC13653204

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.