Evidence map›Paper›PMID 38304769›Full record

ArticleHeliyon2024

What factors have an impact on the employment quality of platform-based flexible workers? An evidence from China.

Ting Wang, Shiqing Li, Di Gao

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

3 authors.

Ting WangSchool of Business, China University of Political Science and Law, No.25 Road Xitucheng, Haidian District, Beijing, China.
Shiqing LiSchool of Business, China University of Political Science and Law, No.25 Road Xitucheng, Haidian District, Beijing, China.
Di GaoSchool of Business, China University of Political Science and Law, No.25 Road Xitucheng, Haidian District, Beijing, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The importance of flexible employment has been highlighted at the policy level in China. In the process of implementing the employment priority strategy, the number of flexible workers in China has exceeded 200 million. Platform-based flexible employment has shown great potentiality in stabilising employment, but as a new form of employment, its employment quality still needs to be improved. Based on the research data, this study identified 14 effective factors influencing the employment quality of platform-based flexible workers and constructed a five-level interpretative structural model (ISM) for the employment quality of platform-based flexible workers. According to the characteristics of different platform types, platform-based flexible employment was divided into business-type and labour-type flexible employment. Then hierarchical logistic regression analysis was conducted on the quality of the two types of flexible workers respectively. The results showed that working hours only had a significant positive effect on the employment quality of business-type flexible workers, while salary and employment injury insurance only had a significant positive effect on the employment quality of labour-type flexible workers. This paper proposed policy recommendations to achieve high-quality employment for flexible workers on different platforms.

Indexed as

)Employment qualityInfluencing factorsInterpretative structural model (ISMPlatform-based flexible employment

Identifiers

PMID38304769
PMCPMC10830572

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
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.