Evidence map›Paper›PMID 38034644›Full record

ArticleHeliyon2023

Influence of digital ambidextrous capabilities on SMEs' transformation performance: The mediating effect of business model innovation.

Hao Jing, Yaoyao Zhang, Jia Ma

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 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.

Hao JingSchool of Economics and Management, Shenyang Aerospace University, Shenyang, China.
Yaoyao ZhangSchool of Economics and Management, Shenyang Aerospace University, Shenyang, China.
Jia MaSchool of Economics and Management, Shenyang Aerospace University, Shenyang, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

As the global digital transformation process accelerates, how SMEs can successfully achieve digital transformation is currently an important research question in the field of strategic management and a real-life dilemma that entrepreneurs need to address. This study classifies business model innovation into market-driven business model innovation and driving-market business model innovation based on market orientation theory. The relationship between digital ambidextrous capabilities, business model innovation and transformation performance is explored according to the paradigm of 'capability-behaviour-performance'. This study used SEM and fsQCA to analyze 289 questionnaires collected from middle and senior managers of Chinese SMEs. The results show that digital exploitation capability is positively associated with market-driven business model innovation, while digital exploration capability is positively associated with driving-market business model innovation. In particular, business model innovation plays a fully mediating role in the process of digital ambidextrous capabilities enhancing the transformation performance. Our findings shed new lights on the current debate surrounding the digital transformation of SMEs and will be instructive for both academics and business managers.

Indexed as

Business model innovationDigital ambidextrous capabilitiesDigital transformationSMEsTransformation performance

Identifiers

PMID38034644
PMCPMC10681949

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.