ArticleBMC medical research methodology2023
An innovative sequential mixed-methods approach to evaluating clinician acceptability during implementation of a standardized labor induction protocol.
Article in BMC medical research methodology, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT07410689 (SAFE.AI), which is not on this map. Cited by 12 papers.
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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.
SAFE.AI: Developing and Testing an AI-based Hybrid Chatbot for Financial Empowerment in Rural Cancer Care
Who cites it
12 citing papers in PubMed.
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- Apolipoprotein L1 Genetic Testing and Counseling Does Not Reduce Living Kidney Donors' Willingness to Donate : A Hybrid Type 2 Nonrandomized Controlled Trial.Clinical journal of the American Society of Nephrology : CJASN · 2026Article
- Optimizing outpatient cervical ripening: A mixed-methods study identifying implementation drivers during a multisite, randomized trial.Pregnancy (Hoboken, N.J.) · 2026Article
- Implementation outcomes of video-observed oral fluid self-collection for drug testing in substance use disorder treatment: a pilot study.Frontiers in public health · 2026Article
- Implementation of Safety Planning at 988 Crisis Centers in Missouri: A Mixed Methods Study.Research square · 2025Article
- Polygenic risk scores in the clinic: Health-system leaders and primary care providers weigh in.Genetics in medicine : official journal of the American College of Medical Genetics · 2025Article
- Standardization of labor induction management: A mixed-methods evaluation of the clinician perspective.Pregnancy (Hoboken, N.J.) · 2025Article
- Evaluating provider training in stepped care 2.0 and one-at-a-time services among mental health and addiction providers.International journal of mental health systems · 2025Article
- Real-World Experience with an Electronic Patient-Reported Outcome Measure in Care of Patients with Non-Dialysis-Dependent CKD.Clinical journal of the American Society of Nephrology : CJASN · 2025Article
- Audit and feedback is an effective implementation strategy to increase fidelity to a multi-component labor induction protocol designed to reduce obstetric inequities.Implementation science communications · 2025Article
- Standardized protocol for labor induction: a type I hybrid effectiveness-implementation trial.Lancet regional health. Americas · 2025Article
- Clinician Views of an Opioid Prescribing Report with Peer Comparisons and Patient-Reported Outcomes.American journal of medical quality : the official journal of the American College of Medical QualityArticle
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Authors and funding
6 authors.
Funding
Abstract
backgroundImplementation outcomes, including acceptability, are of critical importance in both implementation research and practice. The gold standard measure of acceptability, Acceptability of Intervention Measure (AIM), skews positively with a limited range. In an ongoing hybrid effectiveness-implementation trial, we aimed to evaluate clinician acceptability of induction standardization. Here, we describe an innovative mixed-methods approach to maximize the interpretability of the AIM using a case study in maternal health.
methodsIn this explanatory sequential mixed methods study, we distributed the validated, 4-question AIM (total 4-20) to labor and delivery clinicians 6 months post-implementation at 2 sites (Site 1: 3/2021; Site 2: 6/2021). Respondents were grouped by total score into tertiles. The top ("High" Acceptability) and bottom ("Low" Acceptability) tertiles were invited to participate in a 30-minute semi-structured qualitative interview from 6/2021 to 10/2021 until thematic saturation was reached in each acceptability group. Participants were purposively sampled by role and site. Interviews were coded using an integrated approach, incorporating a priori attributes (Consolidated Framework for Implementation Research constructs) into a modified content analysis approach.
results104 clinicians completed the initial survey; 24 were interviewed (12 "High" and 12 "Low" Acceptability). Median total AIM scores were 20/20 IQR[20-20] in the High and 12.5/20 IQR[11-14] in the Low Acceptability groups. In both groups, clinicians were enthusiastic about efforts to standardize labor induction, believing it reduces inter-clinician variability and improves equitable, evidence-based care. In the Low Acceptability group, clinicians stated the need for flexibility and consideration for patient uniqueness. Rarely, clinicians felt labor induction could not or should not be standardized, citing discomfort with medicalization of labor, and concerns with "bulldozing" the patient with interventions. Suggested strategies for overcoming negative sentiment included comprehensive clinician education, as well as involving patients as active participants in the protocol prenatally.
conclusionsThis study utilized AIM in an innovative sequential mixed-methods approach to characterize clinician acceptability, which may be generalizable across implementation endeavors. By performing this work during a hybrid trial, implementation strategies to improve acceptability emerged (clinician education focusing on respect for flexibility; involving patients as active participants prenatally) for year 2, which will inform future multi-site work.
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