Evidence map›Paper›PMID 39166077›Full record

ArticleHeliyon2024

The nexus between internet use and consumption diversity of rural household.

Xue Gao, Junpeng Li

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

2 authors.

Xue GaoSchool of Economics, Northeastern University at Qinhuangdao, Qinhuangdao, 066004, China.
Junpeng LiBusiness School, Jiangsu Collaborative Innovation Center of Regional Modern Agriculture & Environmental Protection, Huaiyin Normal University, Huaiyin, 223300, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Exploring approaches to improve rural household well-being has always been an important task. This research investigates the effect of Internet use on rural household well-being measured by household consumption diversity, utilizing the 2016, 2018, and 2020 China Family Panel Studies survey data. To assess rural household consumption diversity, we employ the Simpson index and Shannon-Weaver index. To address the endogeneity of Internet use, we regress an instrumental variable-based two-stage least square (2SLS) method. The results show that Internet use substantially improves rural household consumption diversity. The disaggregated analysis suggests that low-income and small households in Central China benefit the most in consumption diversity improvement from using the Internet. Moreover, the mechanism analysis results show that household deposits and households' beliefs about accessing commercial activities can positively mediate the relationship between Internet use and consumption diversity of rural household. Our findings provide new evidence for the literature on the role of Internet use in improving household consumption diversity in rural China.

Indexed as

CFPSInternet useMechanism analysisThe diversity of consumption

Identifiers

PMID39166077
PMCPMC11334863

What OpenQuestion holds

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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.