Evidence map›Paper›PMID 42802796›Full record

ArticleJournal of the ASEAN Federation of Endocrine Societies2026

Cost-Effectiveness Analysis of Triple Oral Antidiabetic Drug Combination in Patients With Type 2 Diabetes Mellitus: An Outpatient Study in Indonesia.

Izzatu Al Hanifiyah, Yunita Nita, Libriansyah, Achmad Ridwan, Gusti Noorrizka Veronika Achmad

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Article in Journal of the ASEAN Federation of Endocrine Societies, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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0citing papers in PubMed
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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

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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

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5 · Who and what money

Authors and funding

5 authors.

Izzatu Al HanifiyahMaster of Pharmacy Program, Faculty of Pharmacy, Universitas Airlangga, Surabaya, Indonesia.
Yunita NitaDepartment of Pharmacy Practice, Faculty of Pharmacy, Universitas Airlangga, Surabaya, Indonesia.
LibriansyahDepartment of Internal Medicine, Dr. Ramelan Central Naval Hospital, Surabaya, Indonesia.
Achmad RidwanDepartment of Pharmacy, Dr. Ramelan Central Naval Hospital, Surabaya, Indonesia.
Gusti Noorrizka Veronika AchmadDepartment of Pharmacy Practice, Faculty of Pharmacy, Universitas Airlangga, Surabaya, Indonesia.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Diabetes mellitus (DM) is a chronic metabolic disorder characterized by persistent hyperglycemia. Initial therapy for type 2 diabetes typically starts with metformin monotherapy, but because of its progressive nature, combination therapy is often required to achieve glycemic targets. However, research on combination therapy with three oral antidiabetic drugs is currently limited. Objective: This study assessed direct medical costs and the cost-effectiveness of a combination of triple oral antidiabetics with first-line metformin combined with glimepiride, pioglitazone, and DPP-4 inhibitors (sitagliptin/vildagliptin), among type 2 DM patients treated in the outpatient clinic of Dr. Ramelan Central Naval Hospital, Surabaya, Indonesia. Methodology: A retrospective cross-sectional analysis was conducted from the hospital perspective using medical records and cost data from January to December 2024. Eligible patients had type 2 DM, received a combination of triple oral antidiabetics with metformin as first-line treatment combined with glimepiride, pioglitazone, and DPP-4 inhibitors (sitagliptin/vildagliptin), attended monthly follow-ups, had at least two HbA1c measurements, and had complete clinical and cost data. Direct medical costs included doctor services, drug acquisition costs, and laboratory monitoring costs. Results: A total of 79 patients were included, 60.8% male, with an average (SD) age of 54.9 (9.26) years, and 69.6% with comorbidities. Compared with the combination of metformin + glimepiride + pioglitazone, the combination of metformin + sitagliptin/vildagliptin + glimepiride and metformin + sitagliptin/vildagliptin + pioglitazone was more cost-effective, with ICER values of IDR -162,119.77; IDR 845,655.5, respectively. Both ICER values were below the willingness-to-pay (WTP) threshold. One-way sensitivity analysis showed that the model results were relatively robust to parameter variations of ±20%. In the combination of metformin + sitagliptin/vildagliptin + glimepiride vs metformin + glimepiride + pioglitazone, laboratory monitoring costs had the greatest influence on the ICER value. Meanwhile, the combination comparison metformin + sitagliptin/vildagliptin + pioglitazone vs metformin + glimepiride + pioglitazone was most sensitive to changes in effectiveness (ΔHbA1c). Conclusion: Metformin + sitagliptin/vildagliptin + glimepiride and metformin + sitagliptin/vildagliptin + pioglitazone are both more cost-effective compared to metformin + glimepiride + pioglitazone in this setting.

Indexed as

Diabetes Mellitus, Type 2Hypoglycemic AgentsAdministration, OralAgedCost-Benefit AnalysisCost-Effectiveness AnalysisCross-Sectional StudiesDipeptidyl-Peptidase IV InhibitorsDrug Therapy, CombinationFemaleHumansIndonesiaMaleMetforminMiddle AgedPioglitazoneDipeptidyl-Peptidase IV InhibitorsglimepirideHypoglycemic AgentsMetforminPioglitazoneSitagliptin PhosphateSulfonylurea CompoundsVildagliptincost-effectiveness analysisdipeptidyl-peptidase IV inhibitorsdrug combinationsIndonesiametformintype 2 diabetes mellitus

Identifiers

PMID42802796
PMCPMC13616080

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Registered trials

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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.