Evidence map›Paper›PMID 36595541›Full record

ArticlePloS one2023

The continued effects of COVID-19 on the lives and livelihoods of vegetable farmers in India.

Sandhya S Kumar, Pepijn Schreinemachers, Arshad Ahmad Pal, Ravishankar Manickam, Ramakrishnan M Nair, Ramasamy Srinivasan, Jody Harris

Open access · goldAbstract read
In one paragraph

Article in PloS one, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed
2.9field-weighted citation impact, top 7% of its field
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, 5 citations in OpenAlex.

  1. 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

7 authors at 1 institution in 1 country.

Sandhya S KumarWorld Vegetable Center, South and Central Asia, Patancheru, Telangana, India.ORCID 0000-0002-6252-4147
Pepijn SchreinemachersWorld Vegetable Center, East and Southeast Asia, Bangkok, Thailand.
Arshad Ahmad PalWorld Vegetable Center, South and Central Asia, Patancheru, Telangana, India.
Ravishankar ManickamWorld Vegetable Center, South and Central Asia, Patancheru, Telangana, India.
Ramakrishnan M NairWorld Vegetable Center, South and Central Asia, Patancheru, Telangana, India.
Ramasamy SrinivasanWorld Vegetable Center Headquarters, Tainan, Taiwan.
Jody HarrisWorld Vegetable Center, East and Southeast Asia, Bangkok, Thailand.
World Vegetable Center · TW

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

India experienced a rapid rise in COVID-19 infections from March 2021. States imposed varying levels of lockdowns and curfews to curb the spread of the disease. These restrictions severely affected the functioning of food systems. The objective of this study was to analyze how COVID-19 continues to affect agricultural production, food security and household diets of vegetable farmers. A phone-based survey was conducted with 595 vegetable farmers in the states of Andhra Pradesh, Assam, Jharkhand, Karnataka and Odisha, 60% of whom had been interviewed a year earlier. Overall, 60% of farmers experienced decreased vegetable production; over 80% reported a reduction in consumption of at least one food group; and 45% reported some level of food insecurity between May 2020 and May 2021. Farmers who reported decreased staples production, difficulty accessing seeds/seedlings, or reduced their household spending were more likely to report decreased vegetable production. Vegetable consumption was positively associated with receipt of COVID-19 relief benefits, borrowing money, or having home gardens. Farmers who received public agricultural assistance, or had reduced expenses, were more likely to have lower vegetable consumption. Greater severity of food insecurity was associated with farmers belonging to underprivileged social groups, non-Hindus, or those who experienced decrease in livestock production, weather related disruptions or received COVID-19 assistance. This is one of few studies that have conducted a longitudinal assessment of the impacts across multiple waves of COVID-19. COVID-19 is seen to be one among several shocks experienced by farm households, and exacerbated existing issues within agriculture and food security. There is a need for public policy support to strengthen both production and consumption of vegetables.

Indexed as

COVID-19VegetablesCommunicable Disease ControlFarmersFood SupplyHumansIndia

Identifiers

PMID36595541
PMCPMC9810155
OpenAlexW4313458678

What OpenQuestion holds

Textmetadata
LicenceCC BY
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.