Evidence map›Paper›PMID 39999084›Full record

ArticlePloS one2025

The role of livelihood diversification in agricultural modernization among tribal farmers in Bangladesh: A binary logistic model approach.

Anika Tasnim, Jasim Uddin Ahmed, Md Jahangir Alam Khan, Md Abdullah Al-Noman, Arifa Jannat, Md Monirul Islam

Abstract read
In one paragraph

Article in PloS one, 2025. 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

6 authors.

Anika TasnimDepartment of Agricultural Economics and Policy, Sylhet Agricultural University, Sylhet, Bangladesh.
Jasim Uddin AhmedDepartment of Agricultural Economics and Policy, Sylhet Agricultural University, Sylhet, Bangladesh.
Md Jahangir Alam KhanDhaka School of Economics, University of Dhaka, Dhaka, Bangladesh.
Md Abdullah Al-NomanDepartment of Agricultural Economics, Bangladesh Agricultural University, Mymensingh, Bangladesh.ORCID 0000-0001-8371-5172
Arifa JannatInstitute of Agribusiness and Development Studies, Bangladesh Agricultural University, Mymensingh, Bangladesh.ORCID 0000-0002-8576-7571
Md Monirul IslamDepartment of Agricultural Economics, Bangladesh Agricultural University, Mymensingh, Bangladesh.ORCID 0000-0003-0045-3897

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

This study aimed to evaluate the influence of livelihood diversification on tribal farmers' decision to adopt modern agricultural practices, while also examining the profitability of various agricultural practices and identifying key challenges and policy recommendations for enhancing the sustainability of tribal farming livelihoods in Bangladesh. Data were collected through a structured questionnaire during the month of February 2021 from 115 tribal farmers, followed by a simple random sampling technique. In the study area, only 9.57% of farmers were involved in crop cultivation. The study calculated that human labor cost was the highest in rice production (about 37%). The benefit-cost ratio (BCR) of rice production, livestock rearing, and homestead gardening was estimated at 1.46, 1.41, and 1.09, respectively. Among all agricultural components practiced by the tribal farmers, rice production was more efficient than others. The binary logistic regression findings showed that livelihood diversification, age of the farmers, access to information, household income, and farming experience had a significant influence on the adoption decision of modern agricultural practices. Therefore, promoting livelihood diversification among tribal farmers is crucial for enhancing their resilience and income sustainability. This could include providing training, access to markets, and financial support for activities such as poultry and livestock rearing and non-farm enterprises like homestead gardening.

Indexed as

AgricultureFarmersAdultAnimalsBangladeshCrops, AgriculturalFemaleHumansIncomeLogistic ModelsMaleMiddle AgedSurveys and Questionnaires

Identifiers

PMID39999084
PMCPMC11856501

What OpenQuestion holds

Textmetadata
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.