Evidence map›Paper›PMID 40920699›Full record

ArticlePloS one2025

Assessment of community livelihood vulnerability to climate change in Vietnam: A case study of ethnic groups in Northern Upland Region.

Bui Thi Hoang Lan, Dinh Duc Truong, Tran Tho Dat, Bui Huy Quang, Nguyen Dieu Hang, Le Huy Huan

Abstract read
In one paragraph

Article in PloS one, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed, 1 pooled it
–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

1 citing paper in PubMed, 1 synthesis or guideline pooled it.

  1. Exploring Determinants of Community Flood Resilience in Southeast Asia: A Systematic Review.International journal of environmental research and public health · 2026
    Pooled it
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

6 authors.

Bui Thi Hoang LanFaculty of Environmental, Climate Change and Urban Studies, National Economics University (NEU), Hanoi, Vietnam.
Dinh Duc TruongFaculty of Environmental, Climate Change and Urban Studies, National Economics University (NEU), Hanoi, Vietnam.ORCID https://orcid.org/0009-0004-1462-337X
Tran Tho DatFaculty of Environmental, Climate Change and Urban Studies, National Economics University (NEU), Hanoi, Vietnam.
Bui Huy QuangSchool of Trade and International Economics, NEU, Hanoi, Vietnam.
Nguyen Dieu HangFaculty of Environmental, Climate Change and Urban Studies, National Economics University (NEU), Hanoi, Vietnam.
Le Huy HuanFaculty of Environmental, Climate Change and Urban Studies, National Economics University (NEU), Hanoi, Vietnam.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

This study aims to assess the livelihood vulnerability to climate change of ethnic minority communities in Yen Bai province, a typical mountainous region in northern Vietnam. Utilizing the Livelihood Vulnerability Index (LVI) framework developed by Hahn et al. (2009), in combination with the IPCC vulnerability structure, the research analyzes eight components related to household characteristics, health, food, water, housing and productive land, social and financial networks, livelihood strategies, and exposure to climate shocks. Data were collected through a combination of desk study and survey with 480 households from two major ethnic groups: Tay and Thai.The results indicate that the Thai group has a higher overall LVI score (0.43) compared to the Tay group (0.37), reflecting greater livelihood vulnerability. The main factors contributing to this difference are limited livelihood diversification, lower educational attainment, weaker access to healthcare, and higher dependency on climate-sensitive resources. Although both groups are highly exposed to climate-related hazards such as flash floods, landslides, and droughts, the Thai group demonstrates greater sensitivity and lower adaptive capacity. This research contributes theoretically by adapting and refining the LVI framework to suit the context of upland ethnic communities, and practically by providing empirical evidence to inform climate adaptation policies. The study highlights the need for differentiated and context-specific strategies that prioritize ethnic minority communities with high vulnerability, focusing on improving education, livelihood diversification, healthcare access, and institutional support mechanisms.

Indexed as

Climate ChangeEthnicityAdultFamily CharacteristicsFemaleHumansMaleVietnamVulnerable Populations

Identifiers

PMID40920699
PMCPMC12416693

What OpenQuestion holds

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LicenceCC BY
Read underepoch 390

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.