ArticleBMC health services research2008
Interventions designed to improve the quality and efficiency of medication use in managed care: a critical review of the literature - 2001-2007.
Article in BMC health services research, 2008. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT03973931 (Personalized Patient Data and Behavioral Nudges to Improve Adherence to Chronic Cardiovascular Medications), which is not on this map. Cited by 59 papers, 7 of them syntheses that pooled 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.
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.
Personalized Patient Data and Behavioral Nudges to Improve Adherence to Chronic Cardiovascular Medications (The Nudge Study)
Who cites it
59 citing papers in PubMed, 7 syntheses or guidelines pooled it, 137 citations in OpenAlex.
- Beneficiaries' satisfaction with health insurance and associated factors in Sub-Saharan Africa: a systematic review and meta-analysis.BMJ open · 2025Pooled it
- Cost-effectiveness and Economic Benefit of Continuous Professional Development for Drug Prescribing: A Systematic Review.JAMA network open · 2022Pooled it
- Pharmaceutical policies: effects of financial incentives for prescribers.The Cochrane database of systematic reviews · 2015Pooled it
- Interventions to improve safe and effective medicines use by consumers: an overview of systematic reviews.The Cochrane database of systematic reviews · 2014Pooled it
- Impact of safety-related regulatory action on clinical practice: a systematic review.Drug safety · 2012Pooled it
- Do computerised clinical decision support systems for prescribing change practice? A systematic review of the literature (1990-2007).BMC health services research · 2009Pooled it
- Systematic review on quality control for drug management programs: is quality reported in the literature?BMC health services research · 2009Pooled it
- Cost of behavioral messaging interventions for cardiovascular medication adherence.The American journal of managed care · 2026Trial
- Text Message Medication Adherence Reminders Automated and Delivered at Scale Across Two Institutions: Testing the Nudge System: Pilot Study.Circulation. Cardiovascular quality and outcomes · 2021Trial
- The impact of a prescription review and prescriber feedback system on prescribing practices in primary care clinics: a cluster randomised trial.BMC family practice · 2018Trial
- Public reporting as a prescriptions quality improvement measure in primary care settings in China: variations in effects associated with diagnoses.Scientific reports · 2016Trial
- Intervention impact on depression product appraisal and purchasing behavior by employers: a randomized trial.BMC health services research · 2014Trial
- Enhancing Quality in Psychiatry with Psychiatrists (EQUIPP)--results from a pilot study.The American journal of geriatric psychiatry : official journal of the American Association for Geriatric Psychiatry · 2014Trial
- Reducing the prescribing of heavily marketed medications: a randomized controlled trial.Journal of general internal medicine · 2009Trial
- Improving clinician self-efficacy does not increase asthma guideline use by primary care clinicians.Academic pediatricsTrial
- Investigating physicians' views on non-formulary prescribing: a qualitative study using the theoretical domains framework.International journal of clinical pharmacy · 2023Article
- Reducing opioid use for chronic non-cancer pain in primary care using an evidence-based, theory-informed, multistrategic, multistakeholder approach: a single-arm time series with segmented regression.BMJ quality & safety · 2023Article
- Nudge me: tailoring text messages for prescription adherence through N-of-1 interviews.Translational behavioral medicine · 2021Article
- Article
- A best-worst scaling experiment to identify patient-centered claims-based outcomes for evaluation of pediatric antipsychotic monitoring programs.Health services research · 2021Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
4 authors at 3 institutions in 2 countries.
Funding
Abstract
backgroundManaged care organizations use a variety of strategies to reduce the cost and improve the quality of medication use. The effectiveness of such policies is not well understood. The objective of this research was to update a previous systematic review of interventions, published between 1966 and 2001, to improve the quality and efficiency of medication use in the US managed care setting.
methodsWe searched MEDLINE and EMBASE for publications from July 2001 to January 2007 describing interventions targeting drug use conducted in the US managed care setting. We categorized studies by intervention type and adequacy of research design using commonly accepted criteria. We summarized the outcomes of well-controlled strategies and documented the significance and magnitude of effects for key study outcomes.
resultsWe identified 164 papers published during the six-year period. Predominant strategies were: educational interventions (n = 20, including dissemination of educational materials, and group or one-to-one educational outreach); monitoring and feedback (n = 22, including audit/feedback and computerized monitoring); formulary interventions (n = 66, including tiered formulary and patient copayment); collaborative care involving pharmacists (n = 15); and disease management with pharmacotherapy as a primary focus (n = 41, including care for depression, asthma, and peptic ulcer disease). Overall, 51 studies met minimum criteria for methodological adequacy. Effective interventions included one-to-one academic detailing, computerized alerts and reminders, pharmacist-led collaborative care, and multifaceted disease management. Further, changes in formulary tier-design and related increases in copayments were associated with reductions in medication use and increased out-of-pocket spending by patients. The dissemination of educational materials alone had little or no impact, while the impact of group education was inconclusive.
conclusionThere is good evidence for the effectiveness of several strategies in changing drug use in the managed care environment. However, little is known about the cost-effectiveness of these interventions. Computerized alerts showed promise in improving short-term outcomes but little is known about longer-term outcomes. Few well-designed, published studies have assessed the potential negative clinical effects of formulary-related interventions despite their widespread use. However, some evidence suggests increases in cost sharing reduce access to essential medicines for chronic illness.
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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.