Evidence map›Paper›PMID 37616295›Full record

ArticlePloS one2023

Influence of skill relatedness on the location choice of heterogeneous labor force in Chinese prefecture-level cities.

Xiaoqi Zhou, Rongjun Ao, Yierfanjiang Aihemaitijiang, Jing Chen, Hui Tang

Abstract read
In one paragraph

Article in PloS one, 2023. 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

5 authors.

Xiaoqi ZhouKey Laboratory for Geographical Process Analysis & Simulation Hubei province, Central China Normal University, Wuhan, Hubei, China.ORCID 0000-0001-8814-185X
Rongjun AoKey Laboratory for Geographical Process Analysis & Simulation Hubei province, Central China Normal University, Wuhan, Hubei, China.
Yierfanjiang AihemaitijiangKey Laboratory for Geographical Process Analysis & Simulation Hubei province, Central China Normal University, Wuhan, Hubei, China.ORCID 0009-0000-7779-0758
Jing ChenKey Laboratory for Geographical Process Analysis & Simulation Hubei province, Central China Normal University, Wuhan, Hubei, China.
Hui TangKey Laboratory for Geographical Process Analysis & Simulation Hubei province, Central China Normal University, Wuhan, Hubei, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

High-quality regional development should be promoted by facilitating inter-regional mobility of heterogeneous labor force to optimize its spatial allocation. This study incorporates skill relatedness into spatial categorization and selection effects, and explores how skill-relatedness affects the location choice of heterogeneous labor force. To do so, we use labor force migration data and employee data by occupation subcategory from the 2000 National Population Census and 2015 National Population Sample Survey. The empirical evidence provides three major findings. First, there are significant regional differences in labor migration rates by the occupational group between cities in China, and the trend is increasing. Regional concentration of location choice is increasing and six significant agglomerations are formed. Second, skill relatedness positively affects the location choice of the heterogeneous labor force in Chinese cities. When cities' skill-relatedness is more robust, influence on labor location choice is more remarkable. In cities with high-size classes, the effect of high-skill relatedness on labor location choice is higher. Third, labor force with solid skill relatedness with regional employment moves to the location owing to the spatial sorting effect. Labor force without skill relatedness or weak relatedness moves out or does not move to the location owing to the spatial selection effect.

Indexed as

Asian PeopleCitiesEmploymentOccupational GroupsPopulation DynamicsChinaHumansSpatial Analysis

Identifiers

PMID37616295
PMCPMC10449200

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.