Evidence map›Paper›PMID 39909404›Full record

SynthesisJournal of medical Internet research2025

Digital Health Technology Interventions for Improving Medication Safety: Systematic Review of Economic Evaluations.

Widya Norma Insani, Neily Zakiyah, Irma Melyani Puspitasari, Muhammad Yorga Permana, Kankan Parmikanti, Endang Rusyaman, Auliya Abdurrohim Suwantika

Abstract readSystematic Review
In one paragraph

Synthesis in Journal of medical Internet research, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 8 papers.

0numbers the graph read from it
0cells of the map it votes in
8citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from 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.

2 · The registry

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.

3 · Its place in the literature

Who cites it

8 citing papers in PubMed.

  1. Article
  2. Article
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  4. Article
  5. Review
  6. Review
  7. Article
  8. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

7 authors.

Widya Norma InsaniDepartment of Pharmacology and Clinical Pharmacy, Universitas Padjadjaran, Sumedang, Indonesia.ORCID https://orcid.org/0000-0002-0066-9746
Neily ZakiyahDepartment of Pharmacology and Clinical Pharmacy, Universitas Padjadjaran, Sumedang, Indonesia.ORCID https://orcid.org/0000-0002-9630-5567
Irma Melyani PuspitasariDepartment of Pharmacology and Clinical Pharmacy, Universitas Padjadjaran, Sumedang, Indonesia.ORCID https://orcid.org/0000-0002-8515-7335
Muhammad Yorga PermanaSchool of Business & Management, Bandung Institute of Technology, Bandung, Indonesia.ORCID https://orcid.org/0000-0003-2973-0202
Kankan ParmikantiDepartment of Mathematics, Universitas Padjadjaran, Sumedang, Indonesia.ORCID https://orcid.org/0009-0009-1345-5139
Endang RusyamanDepartment of Mathematics, Universitas Padjadjaran, Sumedang, Indonesia.ORCID https://orcid.org/0000-0003-2412-2419
Auliya Abdurrohim SuwantikaDepartment of Pharmacology and Clinical Pharmacy, Universitas Padjadjaran, Sumedang, Indonesia.ORCID https://orcid.org/0000-0001-8671-2065

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundMedication-related harm, including adverse drug events (ADEs) and medication errors, represents a significant iatrogenic burden in clinical care. Digital health technology (DHT) interventions can significantly enhance medication safety outcomes. Although the clinical effectiveness of DHT for medication safety has been relatively well studied, much less is known about the cost-effectiveness of these interventions.

objectiveThis study aimed to systematically review the economic impact of DHT interventions on medication safety and examine methodological challenges to inform future research directions.

methodsA systematic search was conducted across 3 major electronic databases (ie, PubMed, Scopus, and EBSCOhost). The PRISMA (Preferred Reporting Items for Systematic Reviews and Meta-Analyses) guidelines were followed for this systematic review. Two independent investigators conducted a full-text review after screening preliminary titles and abstracts. We adopted recommendations from the Panel on Cost-Effectiveness in Health and Medicine for data extraction. A narrative analysis was conducted to synthesize clinical and economic outcomes. The quality of reporting for the included studies was assessed using the CHEERS (Consolidated Health Economic Evaluation Reporting Standards) guidelines.

resultsWe included 13 studies that assessed the cost-effectiveness (n=9, 69.2%), cost-benefit (n=3, 23.1%), and cost-utility (n=1, 7.7%) of DHT for medication safety. Of the included studies, more than half (n=7, 53.9%) evaluated a clinical decision support system (CDSS)/computerized provider order entry (CPOE), 4 (30.8%) examined automated medication-dispensing systems, and 2 (15.4%) focused on pharmacist-led outreach programs targeting health care professionals. In 12 (92.3% ) studies, DHT was either cost-effective or cost beneficial compared to standard care. On average, DHT interventions reduced ADEs by 37.12% (range 8.2%-66.5%) and medication errors by 54.38% (range 24%-83%). The key drivers of cost-effectiveness included reductions in outcomes, the proportion of errors resulting in ADEs, and implementation costs. Despite a significant upfront cost, DHT showed a return on investment within 3-4.25 years due to lower cost related with ADE treatment and improved workflow efficiency. In terms of reporting quality, the studies were classified as good (n=10, 76.9%) and moderate (n=3, 23.1%). Key methodological challenges included short follow-up periods, the absence of alert compliance tracking, the lack of ADE and error severity categorization, and omission of indirect costs.

conclusionsDHT interventions are economically viable to improve medication safety, with a substantial reduction in ADEs and medication errors. Future studies should prioritize incorporating alert compliance tracking, ADE and error severity classification, and evaluation of indirect costs, thereby increasing clinical benefits and economic viability.

Indexed as

Digital TechnologyDrug-Related Side Effects and Adverse ReactionsMedication ErrorsCost-Benefit AnalysisDigital HealthHumansadverse drug eventsdigital health technologydrug safetymedication errorspatient safety

Identifiers

PMID39909404
PMCPMC11840376

What OpenQuestion holds

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LicenceCC BY
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Registered trials

None linked

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.