Evidence map›Paper›PMID 39833278›Full record

ArticleScientific reports2025

Analysis of vulnerability, its drivers, and strategies applied towards reducing the pastoral and agro-pastoral livelihood vulnerability to climatic shocks.

Daniel Assefa Tofu, Tegegn Dilbato, Chalchisa Fana, Niguse Bekele Dirbaba, Gutu Tesso

Abstract read
In one paragraph

Article in Scientific reports, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing 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

3 citing papers in PubMed.

  1. Increased Vulnerability to Dehydration Due to Heat Stress and Drought Across Reproductive States for Pastoralist Women in Northern Kenya.American journal of human biology : the official journal of the Human Biology Council · 2026
    Article
  2. Article
  3. Article
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

5 authors.

Daniel Assefa TofuSchool of Natural Resources, Ambo University, Ambo, Ethiopia. danasse19@gmail.com.
Tegegn DilbatoSchool of Veterinary Medicine, Ambo University, Ambo, Ethiopia.
Chalchisa FanaSchool of Veterinary Medicine, Ambo University, Ambo, Ethiopia.
Niguse Bekele DirbabaSchool of Natural Resources, Ambo University, Ambo, Ethiopia.
Gutu TessoEuropean Union Disaster Risk Management Consultant, Ambo, Ethiopia.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

In recent decades, the global climate has changed mainly due to human-induced causes and realizing their manifestations in the forms of extreme events such as droughts, floods, heat stress, and variability in rainfall. Arid and semi-arid ecosystems are sensitive to changes in climate variability, including the Borana zone. This study was therefore initiated to assess how vulnerable pastoral and agro-pastoral livelihoods are to climate change, as well as to estimate the effects, and pinpoint potential response measures that could be implemented in the study area. Data were gathered by surveys, focused group and expert group discussions. The quantitative data were analyzed through descriptive and inferential statistics, while the qualitative data was analyzed using thematically organized content analysis. The findings indicate that there is high degree of climatic risk to the livelihoods of both pastoralists and agro-pastoralists (- 0.37). The ability of pastoralists to adapt in comparison to agro-pastoralists is largely determined by numbers of factors, including inadequate livelihood strategies, poor access to social safety networks and services, knowledge and communication gaps, and availability of water resources. The area was extremely susceptible to the effects of climate change, which led to disaster. The primary outcome, which also affects other sources of income, is the loss of livestock (97%) which is followed by food shortages (91%), decreased income (84%), feed scarcity (83%), water scarcity (80%), and crop failure (79%). Managing livestock, taking advantage of social capital, storing hay and crop residue, and destocking animals during the period of severe drought were the main strategies used to reduce the vulnerability and enhance the adaptive capacity. Furthermore, despite the government's numerous efforts to lesson enduring vulnerabilities and their effects, progress has not been encouraging because of lack of proactive action when faced with emergences. Hence, in order to decrease vulnerability and increase adaptive capacity, policymakers and development practitioners should collaborate proactively and develop area-specific adaptation strategies. These might include income diversification, increased access to water and pasture; installation of easily accessible market channels; and establishment of early warning systems that assist community preparation and resilience.

Indexed as

AdaptationClimate changeLivelihoodRisksVulnerability

Identifiers

PMID39833278
PMCPMC11747342

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
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.