ArticlePLoS medicine2019
Comparative effectiveness of generic and brand-name medication use: A database study of US health insurance claims.
Article in PLoS medicine, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 46 papers, 4 of them syntheses that pooled it.
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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.
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Who cites it
46 citing papers in PubMed, 4 syntheses or guidelines pooled it, 90 citations in OpenAlex.
- Understanding the Cost Consequences of Pharmacist Roles in Managing Long-Term Illnesses: A Systematic Review.Saudi medical journal · 2026Pooled it
- Comparative efficacy of different durations and dosages of vonoprazan and amoxicillin dual therapy: a network meta-analysis of randomized controlled trials.Frontiers in medicine · 2026Pooled it
- Can Generic Medications Be a Safe and Effective Alternative to Brand-Name Drugs for Cardiovascular Disease Treatment? A Systematic Review and Meta-Analysis.Reviews in cardiovascular medicine · 2025Pooled it
- Economics of Team-Based Care for Blood Pressure Control: Updated Community Guide Systematic Review.American journal of preventive medicine · 2023Pooled it
- Drug Brand Switching: A Regulatory Perspective.Drug safety · 2026Review
- Generic Versus Branded Atorvastatin: A Single-Center Comparative Analysis of Clinical Effectiveness and Post-Delisting Cost Savings in Saudi Arabia.Healthcare (Basel, Switzerland) · 2026Article
- Article
- Exploring the association between pharmacy curricular tracks and students' attitudes toward generic medicines: insights from a comparative study in Egypt.Frontiers in pharmacology · 2026Article
- Assessing medication discrepancies in pediatric patients: a cross-sectional feasibility study using the Medication Discrepancy Taxonomy (MedTax) in a pediatric ward.BMC pediatrics · 2025Article
- The provision of cognitive behavioral therapy in Japan: an analysis using insurance claims data.BMC psychiatry · 2025Article
- Economic evaluation of generic inhalational bronchodilators from the Jan-Aushadi scheme versus branded alternatives.Cost effectiveness and resource allocation : C/E · 2025Article
- Challenges for switching central nervous system and psychiatric medication products: A review of the literature.Journal of psychopharmacology (Oxford, England) · 2025Review
- Breaking barriers: how generic drugs democratize mental health.Frontiers in pharmacology · 2025Article
- The Lancet Commission on prostate cancer: planning for the surge in cases.Lancet (London, England) · 2024Review
- An exploration of factors influencing the selection of generic and innovator medicines in Saudi Arabia using an observational cross-sectional study.Saudi pharmaceutical journal : SPJ : the official publication of the Saudi Pharmaceutical Society · 2024Article
- Generic substitution of amlodipine is not associated with increased risk of mortality or adverse cardiovascular events: An observational cohort study.Clinical and translational science · 2024Observational
- The State of Use and Utility of Negative Controls in Pharmacoepidemiologic Studies.American journal of epidemiology · 2024Review
- Patient and Clinician Challenges with Anticholinergic Step Therapy in the Treatment of Overactive Bladder: A Narrative Review.Advances in therapy · 2023Review
- Switching patterns of immediate-release forms of generic mixed amphetamine salts products among privately and publicly insured individuals aged 15-64 years in the United States, 2013-2019.Pharmacoepidemiology and drug safety · 2023Article
- Factors influencing drug switching and changes in low-density lipoprotein-cholesterol levels with atorvastatin: a real-world observational study.Lipids in health and disease · 2023Observational
Corrections and comments
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Authors and funding
13 authors at 2 institutions in 1 country.
Funding
Abstract
backgroundTo the extent that outcomes are mediated through negative perceptions of generics (the nocebo effect), observational studies comparing brand-name and generic drugs are susceptible to bias favoring the brand-name drugs. We used authorized generic (AG) products, which are identical in composition and appearance to brand-name products but are marketed as generics, as a control group to address this bias in an evaluation aiming to compare the effectiveness of generic versus brand medications. METHODS AND
findingsFor commercial health insurance enrollees from the US, administrative claims data were derived from 2 databases: (1) Optum Clinformatics Data Mart (years: 2004-2013) and (2) Truven MarketScan (years: 2003-2015). For a total of 8 drug products, the following groups were compared using a cohort study design: (1) patients switching from brand-name products to AGs versus generics, and patients initiating treatment with AGs versus generics, where AG use proxied brand-name use, addressing negative perception bias, and (2) patients initiating generic versus brand-name products (bias-prone direct comparison) and patients initiating AG versus brand-name products (negative control). Using Cox proportional hazards regression after 1:1 propensity-score matching, we compared a composite cardiovascular endpoint (for amlodipine, amlodipine-benazepril, and quinapril), non-vertebral fracture (for alendronate and calcitonin), psychiatric hospitalization rate (for sertraline and escitalopram), and insulin initiation (for glipizide) between the groups. Inverse variance meta-analytic methods were used to pool adjusted hazard ratios (HRs) for each comparison between the 2 databases. Across 8 products, 2,264,774 matched pairs of patients were included in the comparisons of AGs versus generics. A majority (12 out of 16) of the clinical endpoint estimates showed similar outcomes between AGs and generics. Among the other 4 estimates that did have significantly different outcomes, 3 suggested improved outcomes with generics and 1 favored AGs (patients switching from amlodipine brand-name: HR [95% CI] 0.92 [0.88-0.97]). The comparison between generic and brand-name initiators involved 1,313,161 matched pairs, and no differences in outcomes were noted for alendronate, calcitonin, glipizide, or quinapril. We observed a lower risk of the composite cardiovascular endpoint with generics versus brand-name products for amlodipine and amlodipine-benazepril (HR [95% CI]: 0.91 [0.84-0.99] and 0.84 [0.76-0.94], respectively). For escitalopram and sertraline, we observed higher rates of psychiatric hospitalizations with generics (HR [95% CI]: 1.05 [1.01-1.10] and 1.07 [1.01-1.14], respectively). The negative control comparisons also indicated potentially higher rates of similar magnitude with AG compared to brand-name initiation for escitalopram and sertraline (HR [95% CI]: 1.06 [0.98-1.13] and 1.11 [1.05-1.18], respectively), suggesting that the differences observed between brand and generic users in these outcomes are likely explained by either residual confounding or generic perception bias. Limitations of this study include potential residual confounding due to the unavailability of certain clinical parameters in administrative claims data and the inability to evaluate surrogate outcomes, such as immediate changes in blood pressure, upon switching from brand products to generics.
conclusionsIn this study, we observed that use of generics was associated with comparable clinical outcomes to use of brand-name products. These results could help in promoting educational interventions aimed at increasing patient and provider confidence in the ability of generic medicines to manage chronic diseases.
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