Evidence map›Paper›PMID 39457343›Full record

ArticleInternational journal of environmental research and public health2024

Recurrent Flooding and Household Food Access in Central Java, Indonesia.

Breanne K Langlois, Aris Ismanto, Leah Beaulac, Katherine Berry, Magaly Koch, Timothy Griffin, Erin Coughlan de Perez, Elena N Naumova

Abstract read
In one paragraph

Article in International journal of environmental research and public health, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers, 1 of them a synthesis that pooled it.

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

3 citing papers 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
  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

8 authors.

Breanne K LangloisFriedman School of Nutrition Science and Policy, Tufts University, Boston, MA 02111, USA.ORCID 0000-0003-3228-3052
Aris IsmantoDepartment of Oceanography, Faculty of Fisheries and Marine Science, Universitas Diponegoro, Semarang 50275, Indonesia.ORCID 0000-0003-3306-2032
Leah BeaulacFriedman School of Nutrition Science and Policy, Tufts University, Boston, MA 02111, USA.
Katherine BerryFriedman School of Nutrition Science and Policy, Tufts University, Boston, MA 02111, USA.
Magaly KochCenter for Remote Sensing, Boston University, Boston, MA 02215, USA.ORCID 0000-0002-6186-1619
Timothy GriffinFriedman School of Nutrition Science and Policy, Tufts University, Boston, MA 02111, USA.
Erin Coughlan de PerezFriedman School of Nutrition Science and Policy, Tufts University, Boston, MA 02111, USA.ORCID 0000-0001-7645-5720
Elena N NaumovaFriedman School of Nutrition Science and Policy, Tufts University, Boston, MA 02111, USA.ORCID 0000-0002-9562-4734

Funding

National Science Foundation 1826939United States Department of Agriculture (USDA) National Institute of Food and Agriculture 2020-38420-30724
6 · The paper itself

Abstract

It is unknown how recurring flooding impacts household diet in Central Java. We aimed to assess how recurrent flooding influenced household food access over 22 years in Central Java by linking the Global Surface Water dataset (GSW) to the Indonesian Family Life Survey. We examined linear and nonlinear relationships and joint effects with indicators of adaptive capacity. We measured recurrent flooding as the fraction of district raster cells with episodic flooding from 1984-2015 using GSW. Food access outcomes were household food expenditure share (FES) and dietary diversity score (DDS). We fit generalized linear mixed models and random forest regression models. We detected joint effects with flooding and adaptive capacity. Wealth and access to credit were associated with improved FES and DDS. The effect of wealth on FES was stronger in households in more flood-affected districts, while access to credit was associated with reduced odds of DDS in more flood-affected districts. Flooding had more predictive importance for FES than for DDS. Access to credit, a factor that ordinarily improves food access, may not be effective in flood-prone areas. Wealthier households may be better able to adapt in terms of food access. Future research should incorporate land use data to understand how different locales are affected and further understand the complexity of these relationships.

Indexed as

Family CharacteristicsFloodsFood SupplyHumansIndonesiaSocioeconomic Factorsclimate and environmental changedata usabilitydiet diversityextreme eventsfloodfood accessfood securityIndonesianatural disastersnutrition security

Identifiers

PMID39457343
PMCPMC11507035

What OpenQuestion holds

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LicenceCC BY
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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.