Evidence mapPaperPMID 41811592Full record

SynthesisClinical drug investigation2026

Global Long-Term Cost Effectiveness of Newer Antidiabetic Drugs for Type 2 Diabetes Mellitus: A Systematic Review.

Dan Li, Alesha Smith, Carlo A Marra

Abstract readSystematic Review
In one paragraph

Synthesis in Clinical drug investigation, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing 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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

3 authors.

Dan LiSchool of Pharmacy, University of Otago, 18 Frederick Street, North Dunedin, Dunedin, 9016, New Zealand.ORCID http://orcid.org/0009-0006-5615-0253
Alesha SmithSchool of Pharmacy, University of Otago, 18 Frederick Street, North Dunedin, Dunedin, 9016, New Zealand. alesha.smith@otago.ac.nz.ORCID http://orcid.org/0000-0003-1056-9527
Carlo A MarraFaculty of Health Sciences, Curtin University, Kent Street, Bentley, WA, 6102, Australia. carlo.marra@curtin.edu.au.ORCID http://orcid.org/0000-0002-2625-2121

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

BACKGROUND AND

objectiveThe rising global burden of type 2 diabetes mellitus, compounded by the expanding therapeutic landscape, has placed increasing pressure on health systems to generate robust evidence on the long-term value for money of newer antidiabetic drugs (NADs). This systematic review addresses the urgent need for an updated synthesis of evidence on long-term health economic evaluations of NADs for the treatment of type 2 diabetes, including studies on the latest agents such as tirzepatide and finerenone. It aims to synthesise global long-term cost-effectiveness analyses, assess reporting completeness using the Consolidated Health Economic Evaluation Reporting Standards (CHEERS) 2022 framework and outline key implications for clinicians, payers and policymakers seeking to optimise type 2 diabetes management within resource-constrained health systems.

methodsPubMed, Embase, Cochrane, EBSCOhost, Scopus and Web of Science were systematically searched for studies published between 1 January, 2008 and 20 February, 2025. Eligible studies were long-term incremental cost-effectiveness analyses conducted in adults with type 2 diabetes, comparing NADs with other NAD classes or with standard treatment, and reporting outcomes such as incremental cost-effectiveness ratios. A formal risk of bias assessment using tools designed for clinical trials was not undertaken. Instead, reporting quality and transparency were assessed using the CHEERS 2022 checklist, with modelling-related sources of uncertainty and potential bias examined qualitatively. Given the methodological heterogeneity, results were synthesised narratively. Full-text English articles were included. This review was not prospectively registered.

resultsThe search identified 1481 records, of which 142 studies met the inclusion criteria. Overall, 81% of incremental cost-effectiveness ratio-based analyses reported that NADs were cost effective compared with conventional therapies under country-specific willingness-to-pay thresholds. Using Thailand as an example of a developing country, studies generally found NADs not to be cost effective, largely because willingness-to-pay thresholds (USD 4336-5310 per quality-adjusted life-year) are substantially lower than those in higher income settings. Recently introduced agents (e.g. tirzepatide and finerenone) and early-line use were typically cost effective only at higher willingness-to-pay thresholds (USD 100,000-150,000 per quality-adjusted life-year) or following substantial price reductions (≥ 70% for sodium glucose cotransporter-2 inhibitors and ≥90% for oral glucagon-like peptide-1 receptor agonists). Most evaluations employed established diabetes models and adopted lifetime horizons from a payer perspective, while reporting quality assessments revealed limited disclosure of stakeholder involvement.

conclusionsThese findings should be interpreted cautiously given the substantial heterogeneity across studies and methodological limitations inherent to long-term economic modelling. Overall, NADs generally provide favourable long-term cost effectiveness, owing to their cardiovascular and renal benefits; however, recently introduced agents and early-line use tend to be cost effective only at higher willingness-to-pay thresholds or after significant price reductions. Future evaluations should integrate real-world evidence and advanced modelling to capture long-term impacts and incorporate context-specific affordability considerations to support equitable and sustainable adoption of newer antidiabetic therapies.

Indexed as

Diabetes Mellitus, Type 2Hypoglycemic AgentsCost-Benefit AnalysisCost-Effectiveness AnalysisHumansTirzepatideHypoglycemic AgentsTirzepatide

Identifiers

PMID41811592
PMCPMC12999595

What Socratic holds

Texttitle and abstract
LicenceCC BY-NC
Read underepoch 390

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 Socratic graph.