ArticleHeliyon2024
Magnitude of digital adaptability role: Stakeholder engagement and costless signaling in enhancing sustainable MSME performance.
Article in Heliyon, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It has been retracted, and should not be counted. Not yet cited in PubMed.
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.
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.
Who cites it
0 citing papers in PubMed.
No citing paper in PubMed yet.
Corrections and comments
- Retraction · 2026-03-17Concerns/Issues about Authorship/Affiliation · Investigation by Journal/Publisher · Lack of IRB/IACUC Approval and/or Compliance · Unreliable Results and/or Conclusions ·
Authors and funding
4 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
This study investigates the relationship between stakeholder engagement, costless signaling, digital adaptability, and sustainable performance in micro, small, and medium enterprises (MSMEs). A quantitative research approach was employed, collecting data through questionnaires from respondents who were owners or representatives of MSMEs. Statistical analysis was conducted to test the research hypotheses. The findings revealed a significant positive impact of stakeholder engagement and costless signaling on sustainable performance in MSMEs. However, digital adaptability did not moderate the relationship between costless signaling and sustainable performance. The implications of this study suggest that MSMEs should prioritize stakeholder engagement and employ effective costless signaling strategies to enhance their sustainable performance. Support from the government and financial institutions is also crucial in facilitating these efforts. The study has limitations in terms of generalizability, and further research is needed with a broader scope and more in-depth methods to deepen the understanding of the influence of digital adaptability in the context of MSMEs.
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What OpenQuestion holds
Registered trials
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.