SynthesisBMC health services research2022
How can big data analytics be used for healthcare organization management? Literary framework and future research from a systematic review.
Synthesis in BMC health services research, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 18 papers, 2 of them syntheses that pooled it.
What it found
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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
18 citing papers in PubMed, 2 syntheses or guidelines pooled it, 75 citations in OpenAlex.
- Transforming healthcare using big data: a systematic and bibliometric review.Frontiers in digital health · 2026Pooled it
- The Value of Applying Big Data Analytics in Health Supply Chain Management.F1000Research · 2024Pooled it
- Facilitators and barriers in using barcode technology to ensure safe medication dispensing, preparation, and administration in a children's hospital: a focus group study for clinical pharmacists.International journal of clinical pharmacy · 2026Article
- Comparative analysis of organizational and leadership success factors associated with fast-growing biomedical research.Scientific reports · 2026Article
- Healthcare Professionals' Perceptions of Future Leadership in Digital Healthcare: A Qualitative Study.Journal of advanced nursing · 2026Article
- A model for transforming the digital landscape of medical universities.Bioinformation · 2025Article
- Big Data Research on Severe Asthma.Tuberculosis and respiratory diseases · 2024Article
- ICT in Nursing and Patient Healthcare Management: Scoping Review and Case Studies.Sensors (Basel, Switzerland) · 2024Article
- Health 4.0 in the medical sector: a narrative review.Revista da Associacao Medica Brasileira (1992) · 2024Article
- Research agenda for using artificial intelligence in health governance: interpretive scoping review and framework.BioData mining · 2023Article
- Optimizing inpatient bed management in a rural community-based hospital: a quality improvement initiative.BMC health services research · 2023Article
- The Constrained-Disorder Principle Assists in Overcoming Significant Challenges in Digital Health: Moving from "Nice to Have" to Mandatory Systems.Clinics and practice · 2023Review
- Digital Biobanking and Big Data as a New Research Tool: A Position Paper.Healthcare (Basel, Switzerland) · 2023Article
- Assessing the Contribution of Managerial Accounting in Sustainable Organizational Development in the Healthcare Industry.International journal of environmental research and public health · 2023Article
- Curricular Interventions in Medical Schools: Maximizing Community Engagement Through Communities of Practice.Annals of family medicine · 2023Article
- Dialysis resource allocation in critical care: the impact of the COVID-19 pandemic and the promise of big data analytics.Frontiers in nephrology · 2023Review
- Assessing Digital Transformation of Cost Accounting Tools in Healthcare.International journal of environmental research and public health · 2022Article
- Improving community health centres with big data analytics: A systematic literature review on adoption.Digital healthReview
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
4 authors at 1 institution in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundMultiple attempts aimed at highlighting the relationship between big data analytics and benefits for healthcare organizations have been raised in the literature. The big data impact on health organization management is still not clear due to the relationship's multi-disciplinary nature. This study aims to answer three research questions: a) What is the state of art of big data analytics adopted by healthcare organizations? b) What about the benefits for both health managers and healthcare organizations? c) What about future directions on big data analytics research in healthcare?
methodsThrough a systematic literature review the impact of big data analytics on healthcare management has been examined. The study aims to map extant literature and present a framework for future scholars to further build on, and executives to be guided by.
resultsThe positive relationship between big data analytics and healthcare organization management has emerged. To find out common elements in the studies reviewed, 16 studies have been selected and clustered into 4 research areas: 1) Potentialities of big data analytics. 2) Resource management. 3) Big data analytics and management of health surveillance systems. 4) Big data analytics and technology for healthcare organization.
conclusionsIn conclusion is identified how the big data analytics solutions are considered a milestone for managerial studies applied to healthcare organizations, although scientific research needs to investigate standardization and integration of the devices as well as the protocol in data analysis to improve the performance of the healthcare organization.
Indexed as
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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.