Evidence map›Paper›PMID 39618474›Full record

ArticleAgriculture & food security2024

Farmers' risk attitude, agricultural technology adoption and impacts in Eastern India.

Vikram Patil, Prakashan Chellattan Veettil

Abstract read
In one paragraph

Article in Agriculture & food security, 2024. 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
–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

1 citing paper in PubMed.

  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

2 authors.

Vikram PatilInclusive Markets & Value Chains Research Unit, International Rice Research Institute (IRRI), ISARC, Varanasi, India.
Prakashan Chellattan VeettilInclusive Markets & Value Chains Research Unit, International Rice Research Institute (IRRI), IRRI-India Office, CG Block, NASC Complex, DPS Marg, New Delhi, 110012 India.ORCID 0000-0002-2125-0178

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Agricultural production is inherently risky, as farmers are exposed to multiple stresses. The adoption of improved agricultural practices could become a key coping strategy to sustain production in such a risky environment. As several technologies are being developed and disseminated along this line, it is important to examine the factors influencing farmers' adoption of these strategies and their impact on productivity. Using survey data of rice growing farmers from eastern states of India, we tested how farmers' risk attitudes influence their decisions to adopt improved agricultural practices and whether the adoption has any influence on rice productivity. Results: Risk-seeking farmers are more likely to adopt mechanization, whereas risk-averse farmers are more likely to adopt stress-tolerant rice varieties (STRVs), which represent a low-/no-capital-cost improved technology. Adoption of these improved technologies has resulted in productivity gains. Yet, their overall adoption is (s)low in India and other developing countries, presenting a broader challenge of suboptimal productivity and requiring deeper policy engagement. Conclusions: Adoption of STRVs and mechanization has been found to have positive impact on rice productivity. These two agricultural technologies, as our results reveal, are adopted by two distinct categories of farmers depending on their risk attitude. However, both technologies could play a complementary role increasing and stabilizing rice production of farmers, and that is where scope for policy lies to bridge this gap. Targeted policy measures such as subsidizing the purchase of machineries for establishment of custom hiring centers, implementing effective extension mechanisms, and integrating STRVs in the seed systems to enhance physical and economic access to these technologies, could significantly increase their adoption and consequently improve productivity and income of farmers.

Indexed as

IndiaProductivity gainRisk attitudeSmallholderTechnology adoption

Identifiers

PMID39618474
PMCPMC11602806

What OpenQuestion holds

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LicenceCC BY-NC-ND
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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.