Evidence map›Paper›PMID 36293724›Full record

ArticleInternational journal of environmental research and public health2022

The Impact of Internet Use on the Happiness of Chinese Civil Servants: A Mediation Analysis Based on Self-Rated Health.

Mengyuan Sui, Haifeng Ding, Bo Xu, Mingxing Zhou

Open access · goldAbstract read
In one paragraph

Article in International journal of environmental research and public health, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing papers in PubMed
0.9field-weighted citation impact, top 24% 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

3 citing papers in PubMed, 5 citations in OpenAlex.

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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

4 authors at 1 institution in 1 country.

Mengyuan SuiSchool of Administration and Law, Hunan Agricultural University, Changsha 410100, China.
Haifeng DingSchool of Administration and Law, Hunan Agricultural University, Changsha 410100, China.ORCID 0000-0003-1568-9982
Bo XuSchool of Administration and Law, Hunan Agricultural University, Changsha 410100, China.
Mingxing ZhouSchool of Administration and Law, Hunan Agricultural University, Changsha 410100, China.
Hunan Agricultural University · CN

Funding

Projects of Hunan Provincial Social Science Fund 19YBA192Projects of National Social Science Fund of China 21FGLB067
6 · The paper itself

Abstract

With the rapid socioeconomic development of China, studies related to Internet use and civil servants' happiness have become a research hotspot in Chinese academia. This study empirically analysed the impact of Internet use on the happiness of Chinese civil servants using a sample of 3793 civil servants in Hunan Province, China. It showed that Internet use significantly enhanced the subjective well-being of Chinese civil servants. Furthermore, heterogeneity analysis revealed significant heterogeneity in the effect of the Internet on civil servants' happiness, which varied across civil service groups with different education and gender. Moreover, the effect of Internet use on the happiness of the male and better educated civil servant groups was more pronounced than in the female and less educated civil servant groups. Additionally, mediation analysis revealed that Internet use and the happiness of civil servants were not linear, with health having a significant mediating effect. This indicates that Internet use helps civil servants maintain good health, and thereby enhances the happiness of civil servants. In addition, we also use a propensity score matching model (PSM) to address the endogeneity problem due to sample selectivity bias. The results show that the estimates are more robust after eliminating sample selectivity bias. The effect of Internet use on civil servants' subjective well-being would be underestimated if the sample selectivity bias is not removed.

Indexed as

HappinessInternet UseAsian PeopleChinaFemaleHumansMaleMediation Analysiscivil servantshappinessInternet useself-rated health

Identifiers

PMID36293724
PMCPMC9603162
OpenAlexW4304806645

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.