Evidence map›Paper›PMID 36570721›Full record

ArticleGlobal food security2021

Differences in the early impact of COVID-19 on food security and livelihoods in rural and urban areas in the Asia Pacific Region.

Yunhee Kang, Anurima Baidya, Alec Aaron, Jun Wang, Christabel Chan, Erica Wetzler

Abstract read
In one paragraph

Article in Global food security, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 21 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
21citing 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

21 citing papers in PubMed, 1 synthesis or guideline pooled it.

  1. Pooled it
  2. Decoupling food insecurity from shocks: A global analysis of food system resilience.Proceedings of the National Academy of Sciences of the United States of America · 2026
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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

6 authors.

Yunhee KangJohns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA.
Anurima BaidyaJohns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA.
Alec AaronJohns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA.
Jun WangJohns Hopkins School of Education, Baltimore, MD, USA.
Christabel ChanWorld Vision Asia Pacific Regional Office, Singapore, Republic of Singapore.
Erica WetzlerWorld Vision US, Seattle, USA.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Lockdowns due to COVID-19 in early 2020 had health, economic, and social consequences globally. Using survey data collected as part of a rapid assessment among non-governmental organization- (NGO) supported communities in six Asia Pacific countries (n = 13,522), this study examined if the early impacts of COVID-19 on job loss or reduced income, food expenditure, food availability at households and markets, and affordability of essential items, differed between rural and urban areas. Job loss or reduced income was higher in urban areas than in rural areas in India (91.2% vs. 82.5%), Myanmar (72.0% vs. 48.6%), and Vietnam (76.5% vs. 44.9%). While there was a significant decline in food expenditure in all six countries, there were significantly larger reductions in food expenditures in urban areas versus rural areas in India (35.2% vs. 24.0%), Myanmar (30.8% vs. 8.5%), and Vietnam (31.0% vs. 2.3%). Food stocks were less available in urban areas than in rural areas in Bangladesh (18.8% vs. 37.8%), India (91.5% vs.76.0%), and Myanmar (72.0% vs. 59.0%). Foods and essential items were largely available at markets, without significant differences between rural and urban areas, except in Vietnam. Full affordability was only 20%-30% for most items, with a trend of higher affordability of some items in urban areas than in rural areas. Recommendations to mitigate the impacts of COVID-19 include promoting urban agriculture with efficient food distribution and cash support and supporting small-holder farmers for procurement and adequate functioning of the supply chain system in the region.

Indexed as

AffordabilityCOVID-19Food availabilityFood security

Identifiers

PMID36570721
PMCPMC9765004

What OpenQuestion holds

Textmetadata
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.