Evidence map›Paper›PMID 42835627›Full record

ArticleJamba (Potchefstroom, South Africa)2026

Patterns of flood preparedness and perception in a marginalised community in the Sol Plaatje Municipality, in the Northern Cape.

Tlou D Raphela, Refilwe S Moremane

Abstract read
In one paragraph

Article in Jamba (Potchefstroom, South Africa), 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

2 authors.

Tlou D RaphelaDisaster Management Training and Education Centre for Africa, Faculty of Natural and Agricultural Sciences, University of the Free State, Bloemfontein, South Africa.ORCID 0000-0001-7606-1406
Refilwe S MoremaneDisaster Management Training and Education Centre for Africa, Faculty of Natural and Agricultural Sciences, University of the Free State, Bloemfontein, South Africa.ORCID https://orcid.org/0000-0001-8646-5690

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Flooding poses a growing threat to South Africa's urban poor, yet limited research has examined how socio-demographic factors and governance intersect to shape household preparedness in marginalised townships. This study addresses that gap by analysing flood preparedness and risk perception in Green Point, a historically under-resourced settlement within the Sol Plaatje Municipality. Data were collected from 114 households through structured questionnaires and open-ended responses, using a mixed-methods design. Quantitative analysis combined chi-square tests, a random forest classifier and multiple correspondence analysis to identify the key socio-economic predictors of preparedness, while qualitative data were thematically analysed to capture the lived experiences and perceptions of municipal performance. Education and employment strongly determined preparedness ( Contribution: Overall, the study finds that flood risk in Green Point is not only a function of environmental exposure but also systemic governance and socio-economic exclusion. Residents are aware of the risks and are willing to contribute to solutions, yet structural support is lacking. The study concludes with targeted, equity-focused recommendations for policy and community engagement in DRR.

Indexed as

at-risk communitiesfloodsperceptionspreparednessrisk reduction

Identifiers

PMID42835627
PMCPMC13636352

What OpenQuestion holds

Textmetadata
Read underepoch 390

Registered trials

None linked

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.