ArticleJAMA internal medicine2022
Effects of Real-time Prescription Benefit Recommendations on Patient Out-of-Pocket Costs: A Cluster Randomized Clinical Trial.
Article in JAMA internal medicine, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT04940988 (Impacts of a Physician-targeted Price Transparency Real Time Prescription Benefits Tool on Medication Out-of-pocket Costs), which is not on this map. Cited by 25 papers.
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.
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.
Impacts of a Physician-targeted Price Transparency Real Time Prescription Benefits Tool on Medication Out-of-pocket Costs
Who cites it
25 citing papers in PubMed, 35 citations in OpenAlex.
- Real-Time Prescription Benefit Tool Availability and Prescription Medication Fill Rates: A Post Hoc Analysis of a Cluster Randomized Clinical Trial.JAMA health forum · 2026Trial
- Integrating Out-of-Pocket Costs Into Shared Decision-Making for Heart Failure With Reduced Ejection Fraction: A Stepped-Wedge Trial (POCKET-COST-HF).Circulation. Cardiovascular quality and outcomes · 2025Trial
- PROTOCOL: Evidence and Gap Map of Studies of the Effects of Health Interventions to Reduce Out-of-Pocket Expenses.Campbell systematic reviews · 2026Article
- The Promises and Pitfalls of Real-time Benefit Tools: A Qualitative Study of Primary Care Providers.Journal of general internal medicine · 2026Article
- User-Directed vs Interruptive Real-Time Benefit Tools for Medication Changes in Primary Care.JAMA network open · 2026Article
- Prescription Real-Time Benefit Tools: Clinicians Receive Frequent Alerts Yet Rarely Accept The Suggested Changes.Health affairs (Project Hope) · 2026Article
- Frailty and neuropathy in chemotherapy patients: moderated mediation roles of fatigue and mindfulness on CIPN, anxiety, and depression.Supportive care in cancer : official journal of the Multinational Association of Supportive Care in Cancer · 2026Article
- Impact of a real-time prescription benefit on adherence and utilization of low-cost prescription alternatives for members new to diabetes treatment.Journal of managed care & specialty pharmacy · 2025Article
- Prescription Use and Spending After the Introduction of a Real-Time Prescription Benefit Tool.JAMA network open · 2025Article
- The administrative burden of medication affordability resources: an environmental scan with implications for health informatics to advance health equity.Journal of the American Medical Informatics Association : JAMIA · 2025Article
- Establishment, maintenance and application effect analysis of the prescription pre-review system in a tertiary hospital in China.BMC health services research · 2025Article
- Exploring the Lack of Transparency in Prescription Drug Costs: Contributors and Avenues for Reform.Journal of general internal medicine · 2025Article
- "The start of something that I hope could be greater": Health information technology tools for social care.SSM. Qualitative research in health · 2025Article
- Real-Time Prescription Benefit Tool Adoption Among US Hospitals.JAMA health forum · 2024Article
- Price transparency at the point of prescribing with real-time prescription benefits.American journal of health-system pharmacy : AJHP : official journal of the American Society of Health-System Pharmacists · 2024Article
- Availability and Cost of Expensive and Common Generic Prescription Drugs: A Cross-sectional Analysis of Direct-to-Consumer Pharmacies.Journal of general internal medicine · 2024Article
- Assessment of the utilization of real-time prescription benefits for patient cost savings within an outpatient setting.Exploratory research in clinical and social pharmacy · 2024Article
- Real-world use of a medication out-of-pocket cost estimator in primary care one year after Medicare regulation.Journal of the American Geriatrics Society · 2024Article
- Quality of Medication Cost Conversations and Interest in Future Cost Conversations Among Older Adults.Journal of general internal medicine · 2023Article
- Eliminating Health Disparities in Atrial Fibrillation, Heart Failure, and Dyslipidemia: A Path Toward Achieving Pharmacoequity.Current atherosclerosis reports · 2023Review
Corrections and comments
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Authors and funding
10 authors at 2 institutions in 1 country.
Funding
Abstract
Importance: Rising drug costs contribute to medication nonadherence and adverse health outcomes. Real-time prescription benefit (RTPB) systems present prescribers with patient-specific out-of-pocket cost estimates and recommend lower-cost, clinically appropriate alternatives at the point of prescribing. Objective: To investigate whether RTPB recommendations lead to reduced patient out-of-pocket costs for medications. Design, Setting, and Participants: In this cluster randomized trial, medical practices in a large, urban academic health system were randomly assigned to RTPB recommendations from January 13 to July 31, 2021. Participants were adult patients receiving outpatient prescriptions during the study period. The analysis was limited to prescriptions for which RTPB could recommend an available alternative. Electronic health record data were used to analyze the intervention's effects on prescribing. Data analyses were performed from August 20, 2021, to June 8, 2022. Interventions: When a prescription was initiated in the electronic health record, the RTPB system recommended available lower-cost, clinically appropriate alternatives for a different medication, length of prescription, and/or choice of pharmacy. The prescriber could select either the initiated order or one of the recommended options. Main Outcomes and Measures: Patient out-of-pocket cost for a prescription. Secondary outcomes were whether a mail-order prescription and a 90-day supply were ordered. Results: Of 867 757 outpatient prescriptions at randomized practices, 36 419 (4.2%) met the inclusion criteria of having an available alternative. Out-of-pocket costs were $39.90 for a 30-day supply in the intervention group and $67.80 for a 30-day supply in the control group. The intervention led to an adjusted 11.2%; (95% CI, -15.7% to -6.4%) reduction in out-of-pocket costs. Mail-order pharmacy use was 9.6% and 7.6% in the intervention and control groups, respectively (adjusted 1.9 percentage point increase; 95% CI, 0.9 to 3.0). Rates of 90-day supply were not different. In high-cost drug classes, the intervention reduced out-of-pocket costs by 38.9%; 95% CI, -47.6% to -28.7%. Conclusions and Relevance: This cluster randomized clinical trial showed that RTPB recommendations led to lower patient out-of-pocket costs, with the largest savings occurring for high-cost medications. However, RTPB recommendations were made for only a small percentage of prescriptions. Trial Registration: ClinicalTrials.gov Identifier: NCT04940988; American Economic Association Registry: AEARCTR-0006909.
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Registered trials
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.