Evidence map›Paper›PMID 36811115›Full record

ArticleHumanities & social sciences communications2023

Household behavior and vulnerability to acute malnutrition in Kenya.

Ravi Bhavnani, Nina Schlager, Karsten Donnay, Mirko Reul, Laura Schenker, Maxime Stauffer, Tirtha Patel

Abstract read
In one paragraph

Article in Humanities & social sciences communications, 2023. 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. Article
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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

7 authors.

Ravi BhavnaniGeneva Graduate Institute, Geneva, Switzerland.ORCID 0000-0001-6501-5682
Nina SchlagerGeneva Graduate Institute, Geneva, Switzerland.ORCID 0000-0003-4726-0865
Karsten DonnayUniversity of Zurich, Zurich, Switzerland.ORCID 0000-0002-9080-6539
Mirko ReulUniversity of Lausanne, Lausanne, Switzerland.
Laura SchenkerGeneva Graduate Institute, Geneva, Switzerland.
Maxime StaufferSimon Institute for Longterm Governance, Geneva, Switzerland.
Tirtha PatelColumbia University, New York, NY USA.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Anticipating those most at-risk of being acutely malnourished significantly shapes decisions that pertain to resource allocation and intervention in times of food crises. Yet, the assumption that household behavior in times of crisis is homogeneous-that households share the same capacity to adapt to external shocks-ostensibly prevails. This assumption fails to explain why, in a given geographical context, some households remain more vulnerable to acute malnutrition relative to others, and why a given risk factor may have a differential effect across households? In an effort to explore how variation in household behavior influences vulnerability to malnutrition, we use a unique household dataset that spans 23 Kenyan counties from 2016 to 2020 to seed, calibrate, and validate an evidence-driven computational model. We use the model to conduct a series of counterfactual experiments on the relationship between household adaptive capacity and vulnerability to acute malnutrition. Our findings suggest that households are differently impacted by given risk factors, with the most vulnerable households typically being the least adaptive. These findings further underscore the salience of household adaptive capacity, in particular, that adaption is less effective for economic vis-à-vis climate shocks. By making explicit the link between patterns of household behavior and vulnerability in the short- to medium-term, we underscore the need for famine early warning to better account for variation in household-level behavior.

Indexed as

Complex networksDevelopment studiesPolitics and international relations

Identifiers

PMID36811115
PMCPMC9936478

What OpenQuestion holds

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LicenceCC BY
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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.