Evidence map›Paper›PMID 36994388›Full record

ArticleHeliyon2023

Can digitalization improve enterprise sustainability?-Evidence from the resilience perspective of Chinese firms.

Guoge Yang, Feng Deng

Abstract read
In one paragraph

Article in Heliyon, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 4 papers.

0numbers the graph read from it
0cells of the map it votes in
4citing 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

4 citing papers in PubMed.

  1. Article
  2. Article
  3. Article
  4. 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

2 authors.

Guoge YangXinjiang Innovation Management Research Center, Xinjiang University, Urumqi 830046, China.
Feng DengXinjiang Innovation Management Research Center, Xinjiang University, Urumqi 830046, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The implementation of digitalization has gradually become an important strategy for many enterprises to improve sustainability. The text mining and principal component analysis methods were used to measure enterprise digitalization and the level of enterprise resilience from 2011 to 2019, respectively. This study then explored the impact of digitalization on enterprise resilience. This research comes to three conclusions. (1) Digitalization can improve enterprise resilience significantly, but beyond the threshold, it inhibits enterprise resilience. In other words, there is an inverted U-shaped relationship between digitalization and enterprise resilience, and the steepness of this inverted U-shape shows a marginal increasing trend. (2) Notably, Resource allocation efficiency and information accessibility play a mediating effect in the impact of digitization on enterprise resilience. Further analysis found that the improvement of enterprise resilience is not only conducive to the growth of total factor productivity but also conducive to the high-quality development of the manufacturing industry. (3) The influence of digitization on enterprise resilience in areas with a high level of marketization, labor-and technology-intensive industries, and eastern and coastal areas is more obvious. The impact of digitization on the sustainable development of small and medium-sized enterprises, and private and foreign-funded enterprises is more significant. Finally, corresponding policy suggestions are proposed.

Indexed as

DigitalizationEnterprise resilienceInformation accessibilityResource allocationSustainable development

Identifiers

PMID36994388
PMCPMC10040516

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.