Evidence map›Paper›PMID 40361841›Full record

ArticleHealthcare (Basel, Switzerland)2025

Exploring the Gender Preferences for Healthcare Providers and Their Influence on Patient Satisfaction.

Felician Andrew Kitole, Zaiba Ali, Jiayi Song, Muhammad Ali, Mochammad Fahlevi, Mohammed Aljuaid, Petra Heidler, Muhammad Ali Yahya, Muhammad Shahid

Abstract read
In one paragraph

Article in Healthcare (Basel, Switzerland), 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 13 papers.

0numbers the graph read from it
0cells of the map it votes in
13citing 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

13 citing papers in PubMed.

  1. Observational
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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

9 authors.

Felician Andrew KitoleDepartment of Economics, Mzumbe University, Morogoro P.O. Box 5, Tanzania.ORCID 0000-0002-3596-5350
Zaiba AliDepartment of Management, Barkatullah University, Bhopal 462026, India.ORCID 0000-0002-1593-9139
Jiayi SongSchool of Healthcare Management, Tsinghua University, Beijing 100084, China.
Muhammad AliDepartment of Economics, Al-Madinah International University, Al-Madinah 57100, Malaysia.ORCID 0000-0002-2339-2364
Mochammad FahleviManagement Department, BINUS Online, Bina Nusantara University, Jakarta 11480, Indonesia.ORCID 0000-0002-1419-8308
Mohammed AljuaidDepartment of Health Administration, College of Business Administration, King Saud University, Riyadh 11451, Saudi Arabia.ORCID 0000-0001-9339-822X
Petra HeidlerInstitute of International Trade and Sustainable Economy, IMC University of Applied Sciences, 3500 Krems, Austria.ORCID 0000-0003-4979-1838
Muhammad Ali YahyaDepartment of Artificial Intelligence, School of Computing, The Islamia University of Bahawalpur, Bahawalpur 63100, Pakistan.
Muhammad ShahidSchool of Insurance and Economics, University of International Business and Economics, Beijing 100029, China.ORCID 0000-0001-6506-1785

Funding

Princess Nourah bint Abdulrahman University PNURSP2025R797
6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

equitable healthcare deliverygender preferenceshealth equitypatient-centered carepatient satisfaction

Identifiers

PMID40361841
PMCPMC12071379

What Socratic 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 Socratic graph.