Evidence map›Paper›PMID 41268358›Full record

ArticleHealth science reports2025

Development of a Conceptual Framework for Smart Hospitals: A Qualitative Study in Iran.

Roya Malekzadeh, Ghasem Abedi, Majid Sadeghi

Abstract read
In one paragraph

Article in Health science reports, 2025. 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.

Roya MalekzadehDepartment of Healthcare Services Management, Health Sciences Research Center, Faculty of Health Mazandaran University of Medical Sciences Sari Iran.ORCID https://orcid.org/0000-0001-9117-9592
Ghasem AbediDepartment of Healthcare Services Management, Health Sciences Research Center, Faculty of Health Mazandaran University of Medical Sciences Sari Iran.ORCID https://orcid.org/0000-0002-9068-7218
Majid SadeghiDepartment of Healthcare Services Management, Faculty of Health Mazandaran University of Medical Sciences Sari Iran.ORCID https://orcid.org/0009-0003-0526-5016

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background and Aims: The concept of a smart hospital refers to an advanced care model aimed at improving quality of care while using resources efficiently. This study aims to develop a comprehensive conceptual model that clearly defines the key dimensions of smart hospitals. Methods: This qualitative study was conducted in 2024. The participants included 22 health system managers with a minimum of 5 years of managerial experience, alongside policymakers and scientific experts familiar with the concept of smart hospitals in Iran. Data were collected through targeted semi-structured interviews, followed by snowball sampling until data saturation was reached. The interview questions focused on the concepts and dimensions of smart hospitals. Subsequently, the interviews were transcribed, meaning units were identified, coded, and classified based on similarities and patterns. Themes were then extracted and analyzed using content analysis. Results: The analysis identified 5 main themes, 21 subthemes, and 94 items. These themes included: Management and Leadership (control, human resource, financial resource, planning, and management dashboard), Care and Treatment (inpatient services, outpatient services, pharmaceutical services, and health promotion), Information and Communication Systems (health files, communication infrastructure, information infrastructure, and network management), Medical Equipment (therapeutic equipment, diagnostic equipment, detection equipment, and rehabilitation equipment), and Structures and Facilities (energy management, risk management, waste management, and smart facilities). Conclusion: The smart hospital concept is complex, requiring multidisciplinary collaboration and adherence to health standards. Success depends on optimizing resources, strengthening policies and planning, enhancing information systems, upgrading facilities, and prioritizing smart care processes and medical equipment.

Indexed as

hospitalintelligentizationmodelsmart hospital

Identifiers

PMID41268358
PMCPMC12626900

What OpenQuestion holds

Textmetadata
LicenceCC BY
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.