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Crowdsourcing a diagnosis? Exploring the accuracy of the size and type of group diagnosis: an experimental study

Quality and Safety in Health Care Journal -

Background

The consultation process, where a clinician seeks an opinion from another clinician, is foundational in medicine. However, the effectiveness of group diagnosis has not been studied.

Objective

To compare individual diagnosis to group diagnosis on two dimensions: group size (n=3 or 6) and group process (interactive or artificial groups).

Methodology

Thirty-six internal or emergency medicine residents participated in the study. Initially, each resident worked through four written cases on their own, providing a primary diagnosis and a differential diagnosis. Next, participants formed into groups of three. Using a videoconferencing platform, they worked through four additional cases, collectively providing a single primary diagnosis and differential diagnosis. The process was repeated using a group of six with four new cases. Cases were all counterbalanced. Retrospectively, nominal (ie, artificial) groups were formed by aggregating individual participant data into subgroups of three and six and analytically computing scores. Presence of the correct diagnosis as primary diagnosis or included in the differential diagnosis, as well as the number of diagnoses mentioned, was calculated for all conditions. Means were compared using analysis of variance.

Results

For both authentic and nominal groups, the diagnostic accuracy of group diagnosis was superior to individual for both the primary diagnosis and differential diagnosis. However, there was no improvement in diagnostic accuracy when comparing a group of three to a group of six. Interactive and nominal groups were equivalent; however, this may be an artefact of the method used to combine data.

Conclusions

Group diagnosis improves diagnostic accuracy. However, a larger group is not necessarily superior to a smaller group. In this study, interactive group discussion does not result in improved diagnostic accuracy.

How therapeutic relationships develop in group-based telehealth and their perceived impact on processes and outcomes of a complex intervention: a qualitative study

Quality and Safety in Health Care Journal -

Background

Therapeutic relationships are a key domain in healthcare delivery. While well-understood in in-person interventions, how therapeutic relationships develop in more complex contexts is unclear. This study aimed to understand (1) how therapeutic relationships are developed during the telehealth delivery of a group-based, complex intervention and (2) the perceived impact of these relationships on intervention processes, such as intervention delivery and engagement, and patient outcomes, such as patient safety and satisfaction.

Methods

This qualitative study, nested within a randomised controlled trial, used an interpretivist approach to explore the perceptions of 25 participants (18 patients with shoulder pain and 7 clinicians) regarding developing therapeutic relationships in a group-based, complex intervention delivered via telehealth. Semi-structured interviews were conducted within 4 weeks of the telehealth intervention period and then analysed through in-depth, inductive thematic analysis.

Results

We identified six themes: (1) ‘Patients trust clinicians who demonstrate credibility, promoting the development of therapeutic relationships’; (2) ‘Simple features and approaches shape the therapeutic relationship’, including small talk, time spent together and social observation; (3) ‘A sense of belonging and support fosters connections’, facilitated by clinicians providing individualised attention within the group; (4) ‘Developing therapeutic relationships can impact the delivery of core intervention components’, reflecting challenges clinicians faced; (5) ‘Therapeutic relationships can facilitate intervention engagement’, through enhanced patient understanding and confidence and (6) ‘Therapeutic relationships can contribute to patient safety and satisfaction’, with patients feeling more comfortable reporting intervention-related issues.

Conclusions

Therapeutic relationships were developed during group-based telehealth sessions through a set of factors that may require additional skills and effort compared with in-person interactions. While these relationships have a perceived positive impact on intervention engagement and patient outcomes, clinicians need to find a balance between building relationships and delivering the telehealth intervention with fidelity.

Trial registration number

ACTRN12621001650886.

Components of pharmacist-led medication reviews and their relationship to outcomes: a systematic review and narrative synthesis

Quality and Safety in Health Care Journal -

Introduction

Pharmacist-led medication reviews are an established intervention to support patients prescribed multiple medicines or with complex medication regimes. For this systematic review, a medication review was defined as ‘a consultation between a pharmacist and a patient to review the patient’s total medicines use with a view to improve patient health outcomes and minimise medicines-related problems’. It is not known how varying approaches to medication reviews lead to different outcomes.

Aim

To explore the common themes associated with positive outcomes from pharmacist-led medication reviews.

Method

Randomised controlled trials of pharmacist-led medication reviews in adults aged 18 years and over were included. The search terms used in MEDLINE, EMBASE and Web of Science databases were "medication review", "pharmacist", "randomised controlled trial" and their synonyms, time filter 2015 to September 2023. Studies published before 2015 were identified from a previous systematic review. Risk of bias was assessed using the Cochrane risk of bias 2 tool. Descriptions of medication reviews’ components, implementation and outcomes were narratively synthesised to draw out common themes. Results are presented in tables.

Results

Sixty-eight papers describing 50 studies met the inclusion criteria. Common themes that emerged from synthesis include collaborative working which may help reduce medicines-related problems and the number of medicines prescribed; patient involvement in goal setting and action planning which may improve patients’ ability to take medicines as prescribed and help them achieve their treatment goals; additional support and follow-up, which may lead to improved blood pressure, diabetes control, quality of life and a reduction of medicines-related problems.

Conclusion

This systematic review identified common themes and components, for example, goal setting, action planning, additional support and follow-up, that may influence outcomes of pharmacist-led medication reviews. Researchers, health professionals and commissioners could use these for a comprehensive evaluation of medication review implementation.

PROSPERO registration number

CRD42020173907.

Why a sociotechnical framework is necessary to address diagnostic error

Quality and Safety in Health Care Journal -

Diagnostic error: the problem

Failures in the diagnostic process are thought to affect at least 15% of patient encounters, cause 34% of adverse events in hospitals, are a leading cause in major malpractice claims and payouts and are recognised as a top priority in patient safety research.1–3 The National Academies of Science, Engineering and Medicine defines diagnostic error as a failure to establish an accurate and timely explanation of a patient’s medical problem and has been shown to contribute to the morbidity and mortality of an estimated 795 000 patients each year in the USA.1 Although diagnostic error has received significant research attention across multiple clinical settings over the last several decades, it continues to pose consequential challenges and requires improvement in systematic investigation and operational intervention.3 4 Additionally, few effective mitigation strategies have been designed for...

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