Evidence map›Paper›PMID 41888899›Full record

ArticleBMC health services research2026

Simulated patient methodology applied in health services research: a scoping review.

Alexander Pachanov, Nadja Könsgen, Jessica Breuing, Barbara Prediger, Anna-Maria Zeitler, Dawid Pieper

Abstract readScoping Review
In one paragraph

Article in BMC health services research, 2026. 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
0cells of the map it votes in
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

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

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

6 authors.

Alexander PachanovFaculty of Health Sciences Brandenburg, Brandenburg Medical School (Theodor Fontane), Institute for Health Services and Health System Research, Seebad 82/83, 15562, Rüdersdorf bei Berlin, Germany. alexander.pachanov@mhb-fontane.de.
Nadja KönsgenInstitute for Research in Operative Medicine, Witten/Herdecke University, Cologne, Germany.
Jessica BreuingInstitute for Research in Operative Medicine, Witten/Herdecke University, Cologne, Germany.
Barbara PredigerInstitute for Research in Operative Medicine, Witten/Herdecke University, Cologne, Germany.
Anna-Maria ZeitlerInstitute for Research in Operative Medicine, Witten/Herdecke University, Cologne, Germany.
Dawid PieperFaculty of Health Sciences Brandenburg, Brandenburg Medical School (Theodor Fontane), Institute for Health Services and Health System Research, Seebad 82/83, 15562, Rüdersdorf bei Berlin, Germany.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundThe simulated patient (SP) methodology is a valuable tool in health services research, allowing for the assessment of healthcare providers’ (HCPs) real-world behavior and performance through covert interactions. Although several evidence syntheses have examined its application in pharmaceutical settings, there is a gap in synthesizing recent research findings in other healthcare disciplines. Therefore, we aimed to map the application of the SP method in non-pharmaceutical healthcare settings.

methodsWe conducted a scoping review, following the updated JBI (formerly Joanna Briggs Institute) guidance for scoping reviews. In October 2023, we searched MEDLINE (PubMed) and Embase (Elsevier) databases. We focused on peer-reviewed journal reports of primary studies of any design, published from May 2004 onwards, in English or German, that covertly utilized SPs in non-pharmaceutical healthcare settings. Two reviewers independently screened records and reports. Data extraction was conducted by one reviewer and validated by another one. We presented findings in table and diagram formats, accompanied by a narrative summary.

resultsOur search identified 1,796 records, with 163 reports meeting the eligibility criteria. Between 2004 and 2023, the use of SP methodology in non-pharmaceutical healthcare settings increased, with nearly twice as many reports published between 2014 and 2023 compared to the previous decade. The median number of SP-HCP contacts was 202.5, with a median of eight SPs per study. Most reports originated from North America (63.8%), followed by Africa and Asia (each 12.9%). Interactions primarily occurred in clinics (39.9%) and practices (36.8%), with face-to-face (58.9%) and telephone (42.9%) being the most common modes of interaction. 48.5% of reports indicated that HCPs were informed of covert assessments by SPs before the study began. Many reports lacked details on HCP specialties (41.1%) and professions (46.0%). Post-study feedback to HCPs was rarely reported (7.4%), and ethics approval processes varied, with 12.3% of reports not addressing them at all.

conclusionsOver the past two decades, the SP methodology has been widely adopted across various regions and settings. However, inconsistent reporting and varying ethical considerations highlight the need for clearer guidelines to enhance the reliability and educational value of SP studies, ultimately leading to improved HCP practices and patient care quality. SCOPING REVIEW REGISTRATION: https://osf.io/8z9tn .

Indexed as

Health Services ResearchPatient SimulationHumansResearch DesignHealth services assessmentMystery clientsPseudo customer studySimulated patient methodologySimulated patients

Identifiers

PMID41888899
PMCPMC13063682

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Registered trials

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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.