Evidence map›Paper›PMID 38726175›Full record

ArticleHeliyon2024

Does rural transformation affect rural income inequality? Insights from cross-district panel data analysis in Bangladesh.

Al Amin Al Abbasi, Subrata Saha, Ismat Ara Begum, Maria Fay Rola-Rubzen, Andrew M McKenzie, Mohammad Jahangir Alam

Abstract read
In one paragraph

Article in Heliyon, 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

6 authors.

Al Amin Al AbbasiDepartment of Agribusiness and Marketing, Bangladesh Agricultural University, Mymensingh, 2202, Bangladesh.
Subrata SahaDepartment of Agribusiness and Marketing, Bangladesh Agricultural University, Mymensingh, 2202, Bangladesh.
Ismat Ara BegumDepartment of Agricultural Economics, Bangladesh Agricultural University, Mymensingh, 2202, Bangladesh.
Maria Fay Rola-RubzenCenter for Agricultural Economics and Development, UWA School of Agriculture and Environment, University of Western Australia, Australia.
Andrew M McKenzieDepartment of Agricultural Economics and Agribusiness, University of Arkansas, Fayetteville, AR, 72701, USA.
Mohammad Jahangir AlamDepartment of Agribusiness and Marketing, Bangladesh Agricultural University, Mymensingh, 2202, Bangladesh.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Rural transformation plays a crucial role in enhancing the income and employment prospects of the rural labor force. We investigate the effects of rural transformation on rural income inequality at the district level in Bangladesh using data from five years of nationally representative Household Income and Expenditure Surveys. The Gini coefficient is used to measure rural income inequality. In contrast, the share of high-value agricultural outputs and the share of rural non-farm employment are used as indicators of rural transformation. We find that rural income inequality is positively associated with the share of high-value agricultural outputs and the share of rural non-farm employment. The non-linear regression result shows an inverted U-shaped relationship between rural transformation and income inequality, which indicates that income inequality initially increases with rural transformation but decreases in the long run. Additionally, we find that rural income inequality is positively correlated with the proportion of household education expenditures, agricultural rental activity, and the share of remittances. This study also reveals that income inequality in rural areas of Bangladesh has a significant negative correlation with the government's social safety net program.

Indexed as

BangladeshGini coefficientIncome inequalityRural transformation

Identifiers

PMID38726175
PMCPMC11079257

What OpenQuestion holds

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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.