Evidence map›Paper›PMID 42052035›Full record

ArticleFrontiers in public health2026

Assessing vulnerabilities and resilience strategies for communities facing climate change in Androy, Southern Madagascar.

Aline Mutabazi, Charles Mahafake, Ami Fall, Angali Ramnarayan, Maya Moukarzel, Mohd Faizaan Khan, Chichi Otti, Yifeng Liang, Cara Rubin, Nirina Holongoe and 5 more

Abstract read
In one paragraph

Article in Frontiers in public health, 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

15 authors.

Aline MutabaziDepartment of Global Public Health, New York University, New York, NY, United States.
Charles MahafakeCentral Androy Regional University, Ambovombe-Androy, Madagascar.
Ami FallDepartment of Global Public Health, New York University, New York, NY, United States.
Angali RamnarayanDepartment of Global Public Health, New York University, New York, NY, United States.
Maya MoukarzelDepartment of Global Public Health, New York University, New York, NY, United States.
Mohd Faizaan KhanDepartment of Global Public Health, New York University, New York, NY, United States.
Chichi OttiDepartment of Global Public Health, New York University, New York, NY, United States.
Yifeng LiangDepartment of Global Public Health, New York University, New York, NY, United States.
Cara RubinDepartment of Global Public Health, New York University, New York, NY, United States.
Nirina HolongoeCentral Androy Regional University, Ambovombe-Androy, Madagascar.
Merci MahatradrazaCentral Androy Regional University, Ambovombe-Androy, Madagascar.
Liasinorie KazyCentral Androy Regional University, Ambovombe-Androy, Madagascar.
Emmanuel Todisoa Miandrireny TsiorendrahaCentral Androy Regional University, Ambovombe-Androy, Madagascar.
Sylvain MahazotahyCentral Androy Regional University, Ambovombe-Androy, Madagascar.
Chris DickeyDepartment of Global Public Health, New York University, New York, NY, United States.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The Androy region of southern Madagascar faces compounding challenges of climate change, environmental degradation, and socioeconomic instability. These challenges have forced local communities confronting prolonged droughts, food insecurity, and ecosystem collapse to develop a range of adaptive strategies and resilience mechanisms. Using a cross-sectional mixed-methods design, researchers from the Centre Universitaire Régional Androy (CURA) and New York University's Applied Global Public Health Initiative (AGPHI) conducted 16 focus groups and community surveys across five rural districts to better understand and evaluate these adaptive strategies. The data was analyzed through Dice-Sørensen similarity coefficients. Four distinct adaptation profiles: community-driven reforestation, educational initiatives, reliance on humanitarian aid, and the adoption of drought-resistant crops and short-cycle agriculture. The study highlights the need for integrated, community-centered adaptation strategies that strengthen health systems, expand climate literacy, and promote sustainable agriculture practices. It further provides a scalable framework for addressing climate-induced vulnerabilities in similar semi-arid, resource-constrained contexts.

Indexed as

Climate ChangeAgricultureConservation of Natural ResourcesCross-Sectional StudiesDroughtsFocus GroupsHumansMadagascarRural Populationclimate changeclimate healthclimate resiliencefood insecurityMadagascar

Identifiers

PMID42052035
PMCPMC13116547

What OpenQuestion holds

Textmetadata
LicenceCC BY
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.