Evidence map›Paper›PMID 41883534›Full record

ReviewDigital health

Advancing leadership capacities in Ethiopia's digital health transformation: A scoping review using the integrated leadership model.

Ibsa Mussa, Rabelani Dagada

Abstract readReview
In one paragraph

Review in Digital health. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
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0citing 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

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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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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.

Ibsa MussaSchool of Public Health, College of Health and Medical Sciences, Haramaya University, Harar, Ethiopia.ORCID https://orcid.org/0000-0002-6318-4092
Rabelani DagadaDepartment of Digital Transformation and Supply Chain Management, School of Business Leadership, University of South Africa, Pretoria, South Africa.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Leadership has emerged as a critical determinant of the performance and indeed the digital transformation of the healthcare system, especially in developing countries. The Health Sector Transformation Plan II and the Information Revolution Roadmap in the government of Ethiopia has emphasized leadership, governance, and digitalization; however, there has been little empirical evidence about leadership style. Methods: This scoping study was conducted following PRISMA-ScR guidelines. Electronic databases and gray literature sources were searched for studies published between 2015 and 2024. Eleven empirical studies (2015-2024) on leadership and digital transformation of health in public health service in Ethiopia were identified for included. Study synthesis was carried out using the Full Range Leadership Model. Adaptive leadership and e-leadership were established as cross-cutting concepts for this study. Study quality was assessed through the Mixed Methods Appraisal Tool and Newcastle-Ottawa Scale. Results: Among the different leadership styles studied, transformational leadership was found to be the dominant style, and it was the one that was highly and consistently linked to the three variables: health workforce motivation, accountability, and service delivery performance. The transactional leadership style was moderately utilized to achieve short-term compliance by performance monitoring. Passive and laissez-faire leadership strategies were rarely used, although they were always associated with negative results. Adaptive leadership behaviors were an integral part of transformational and transactional leadership styles, especially when the leadership decentralization was practiced. Conclusion: Hybrid leadership models that are dominated by transformational leadership with digital leadership still emerging and having very limited capacity characterize Ethiopia's public health system. The institutionalization of adaptive and digital leadership is a must for the governance and leadership development frameworks to achieve a resilient, equitable, and digitally enabled primary healthcare in Ethiopia and other low- and middle-income countries.

Indexed as

adaptive leadershipdigital healthe-leadershipEthiopiaFRLMgovernanceprimary healthcareTransformational leadership

Identifiers

PMID41883534
PMCPMC13010050

What OpenQuestion holds

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LicenceCC BY-NC
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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.