Evidence map›Paper›PMID 35925924›Full record

ArticlePloS one2022

Can rising labor costs boost private sector R&D investment? : Evidence from a survey of Chinese private firms.

Chuyao Deng, Yang Liu, Doudou Gu

Abstract read
In one paragraph

Article in PloS one, 2022. 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.

Chuyao DengSchool of Economics, Harbin University of Commerce, Harbin, Heilongjiang, China.ORCID 0000-0003-4685-6640
Yang LiuSchool of Economics, Wuhan University, Wuhan, China.ORCID 0000-0003-4272-2418
Doudou GuSchool of Economics, Wuhan University, Wuhan, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

This paper constructs a double difference model (DID) based on the China Private Enterprise Survey (CPES) data over the period 1995-2019, combined with the 2005 national census data and considering the policy shock of the implementation of the Chinese government's Minimum Wage Regulation in March 2004, to investigate whether rising labor costs promote private firms' innovation investment. Robustness tests are conducted using placebo tests and event study methods. The study finds that (1) rising labor costs significantly increase private firms' R&D investment and that this effect has significant lag and cumulative effects; (2) private industrial firms (especially above-scale private industrial firms) are more affected by rising labor costs than other private firms and have more incentives to increase innovation investment; and (3) innovation investment of below-scale private industrial firms is not significantly affected by rising labor costs.

Indexed as

InvestmentsPrivate SectorChinaIndustrySurveys and Questionnaires

Identifiers

PMID35925924
PMCPMC9351998

What OpenQuestion holds

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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.