Evidence map›Paper›PMID 35627515›Full record

ArticleInternational journal of environmental research and public health2022

Impact of Digital Economy on the Provision Efficiency for Public Health Services: Empirical Study of 31 Provinces in China.

Yuwen Lyu, Yuqing Peng, Hejian Liu, Ji-Jen Hwang

Abstract 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 18 papers.

0numbers the graph read from it
0cells of the map it votes in
18citing 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

18 citing papers in PubMed.

  1. Article
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  4. Digital engagement in the silver economy.Frontiers in public health · 2026
    Article
  5. Article
  6. Article
  7. Article
  8. Article
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  13. Article
  14. Research on the Effect of Digital Economy on Carbon Emissions under the Background of "Double Carbon".International journal of environmental research and public health · 2023
    Article
  15. Moving towards Environmental Sustainability: Can Digital Economy Reduce Environmental Degradation in China?International journal of environmental research and public health · 2022
    Article
  16. Article
  17. Article
  18. 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

4 authors.

Yuwen LyuSchool of Economics and Statistics, Guangzhou University, Guangzhou 511400, China.
Yuqing PengSchool of Journalism and Communication, Guangzhou University, Guangzhou 511400, China.
Hejian LiuSchool of Education, Guangzhou University, Guangzhou 511400, China.
Ji-Jen HwangSchool of Policy and Government, George Mason University, Arlington, VA 20301, USA.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The digital economy is booming in China and has become the world's largest after the United States'. Since China entered the era of the digital economy, its digital technology has radiated into various fields. This study is to examine the impact of China's digital economy on the provision efficiency of public health institutions and the mechanism of action between them. Specifically, it measures the development level of China's digital economy, and the provision efficiency of public health institutions from 2009 to 2018. The research also explores the relationship between China's digital economy and its provision efficiency, through the Tobit-DEA model. An analysis of the regional heterogeneity indicated that the performance of China's digital economy in the eastern region has a significant positive effect on improving the efficiency of the public health sector. This further confirms that the digital economy has strengthened China's ability to deal with public health crises during the COVID-19 pandemic. A further mediation effect analysis showed that China's digital economy optimizes the efficiency of public health provision by improving governmental performance and regulatory quality. This shows that the development of the digital economy promotes the construction of digital government, and thus improves the quality of governmental supervision and governmental performance, which has a significant positive effect on the efficiency of the supply of public health services. During the COVID-19 pandemic especially, government delivery of public health services was critical in addressing public health crises. Therefore, based on the results of our empirical analysis, this study provides policy suggestions for improving the efficiency of public health service provision in the era of the digital economy.

Indexed as

COVID-19ChinaEfficiencyHealth ServicesHumansPandemicsUnited Statesdigital economydigital governmentgovernment performancepublic health provision efficiencyregulatory quality

Identifiers

PMID35627515
PMCPMC9142071

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.