ReviewThe American journal of tropical medicine and hygiene2022
Modeling the Health and Economic Impact of Substandard and Falsified Medicines: A Review of Existing Models and Approaches.
Review in The American journal of tropical medicine and hygiene, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 12 papers, 1 of them a synthesis 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.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
12 citing papers in PubMed, 1 synthesis or guideline pooled it.
- Health, Economic, and Social Impacts of Substandard and Falsified Medicines in Low- and Middle-Income Countries: A Systematic Review of Methodological Approaches.The American journal of tropical medicine and hygiene · 2023Pooled it
- Rapid Identification of Counterfeit Biopharmaceuticals using Portable Fourier Transform Infrared Spectroscopy.AAPS PharmSciTech · 2026Article
- Nearly one in five essential medicines fail quality standards in Africa: A systematic review and meta-analysis of MNCH medicines and antimalarials.PLOS global public health · 2026Article
- Medicine quality assessment in Nepal using semi randomised sampling and evaluation of a small scale dissolution test and portable Raman spectrometers.Scientific reports · 2025Article
- Substandard and falsified antibiotics are associated with antimicrobial resistance: a retrospective country-level analysis.BMJ global health · 2025Article
- 'Prevalence, experience and awareness of substandard and falsified medicines among the public and healthcare professionals in Jordan'.BMJ global health · 2025Article
- Perceptions and practices on substandard and falsified medicines in humans and animals in Wakiso district, Uganda: A qualitative study.PloS one · 2025Article
- Substandard antibiotics and their clinical outcomes among hospitalized patients in southern Malawi: a pilot study.Frontiers in pharmacology · 2025Article
- Assessing knowledge, attitudes, and practices and demand-side interventions for combating substandard and falsified medicines: a scoping review.Journal of pharmaceutical policy and practice · 2025Review
- Excessive active pharmaceutical ingredients in substandard and falsified drugs should also raise concerns in low-income countries.Journal of global health · 2024Review
- [Health alerts for substandard, falsified, and unregistered medical products at the onset of the COVID-19 pandemic in the AmericasAlertas de saúde para produtos médicos abaixo do padrão, falsificados e não registrados no início da pandemia de COVID-19 nas Américas].Revista panamericana de salud publica = Pan American journal of public health · 2024Article
- Article
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.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Substandard and falsified medicines are harmful to patients, causing prolonged illness, side effects, and preventable deaths. Moreover, they have an impact on the health system and society more broadly by leading to additional care, higher disease burden, productivity losses and loss of trust in health care. Models that estimate the health and economic impacts of substandard and falsified medicines can be useful for regulators to contextualize the problem and to make an economic case for solutions. Yet these models have not been systematically catalogued to date. We reviewed existing models that estimate the health and economic impact of substandard and falsified medicines to describe the varying modeling approaches and gaps in knowledge. We compared model characteristics, data sources, assumptions, and limitations. Seven models were identified. The models assessed the impact of antimalarial (n = 5) or antibiotic (n = 2) quality at a national (n = 4), regional (n = 2), or global (n = 1) level. Most models conducted uncertainty analysis and provided ranges around potential outcomes. We found that models are lacking for other medicines, few countries' data have been analyzed, and capturing population heterogeneity remains a challenge. Providing the best estimates of the impact of substandard and falsified medicines on a level that is actionable for decision-makers is important. To enable this, research on the impact of substandard and falsified medicines should be expanded to more medicine types and classes and tailored to more countries that are affected, with greater specificity.
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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.