Evidence map›Paper›PMID 40052000›Full record

ArticlePatient preference and adherence2025

Antecedents of Patient Loyalty: Exploring Mediating and Moderating Paradigms in Public Hospitals.

Abid Hussain, Shahida Kanwel, Sania Khan, Wadi B Alonazi, Azam Malik, Ali Ahmed Khan

Abstract read
In one paragraph

Article in Patient preference and adherence, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 4 papers.

0numbers the graph read from it
0cells of the map it votes in
4citing 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

4 citing papers in PubMed.

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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

6 authors.

Abid HussainSchool of Nursing, Shandong Xiehe University, Jinan, 250109, People's Republic of China.ORCID 0000-0001-5592-1446
Shahida KanwelSchool of Management, Jiangsu University, Zhenjiang, Jiangsu, 212013, People's Republic of China.ORCID 0000-0002-9472-8005
Sania KhanDepartment of Human Resource Management, College of Business Administration, Prince Sattam Bin Abdulaziz University, Al Kharj, 11942, Saudi Arabia.ORCID 0000-0003-3072-8310
Wadi B AlonaziHealth Administration Department, College of Business Administration, King Saud University, Riyadh, 11587, Saudi Arabia.ORCID 0000-0002-3850-4437
Azam MalikDepartment of Human Resource Management, College of Business Administration, Prince Sattam Bin Abdulaziz University, Al Kharj, 11942, Saudi Arabia.
Ali Ahmed KhanDepartment of Management Information Systems, College of Business Administration, Prince Sattam Bin Abdulaziz University, Hotat Bani Tamim, Al Kharj, 11942, Saudi Arabia.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Purpose: Countries around the world acknowledge the vital role of effective healthcare services in fostering economic, social, and human development. Consequently, many are striving to enhance their medical facilities. This study specifically examines public hospitals in Pakistan and aims to create a framework for evaluating patient loyalty. Methods: Responses from 650 patients were collected using a random sampling technique. The gathered data were analyzed using the Statistical Program for Social Sciences (SPSS) and Analysis of Moment Structures (AMOS). Results: The analysis revealed significant relationships among administrative procedures, service effectiveness, patient satisfaction, and loyalty. Additionally, the study identified patient satisfaction and administrative procedures as mediators between service effectiveness and patient loyalty. It also investigated the moderating roles of participative leadership and brand image in shaping administrative procedures, patient satisfaction, and patient loyalty. Conclusion: These findings offer valuable insights for healthcare authorities in formulating strategies to improve service delivery in public hospitals. Addressing existing deficiencies and enhancing healthcare systems is essential to fostering patient loyalty in these environments.

Indexed as

administrative proceduresAPBIbrand imagePALparticipative leaderpatient loyaltypatient satisfactionPLPSSEservices effectiveness

Identifiers

PMID40052000
PMCPMC11882465

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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.