ArticleJamba (Potchefstroom, South Africa)2026
Patterns of flood preparedness and perception in a marginalised community in the Sol Plaatje Municipality, in the Northern Cape.
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.
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.
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.
Who cites it
0 citing papers in PubMed.
No citing paper in PubMed yet.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
2 authors.
Funding
No grant is acknowledged in the PubMed record.
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
Identifiers
What OpenQuestion holds
Registered trials
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.