Observational studyPloS one2021
Regimen simplification and medication adherence: Fixed-dose versus loose-dose combination therapy for type 2 diabetes.
Observational study in PloS one, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 33 papers, 4 of them syntheses 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
33 citing papers in PubMed, 4 syntheses or guidelines pooled it, 56 citations in OpenAlex.
- Triple oral therapy combining metformin, SGLT-2 and DPP-4 inhibitors versus dual therapy in type 2 diabetes mellitus: A systematic review and meta-analysis.Medicine · 2026 · on this mapPooled it
- Evaluating efficacy and mechanism of traditional Chinese medicine in diabetes treatment: a meta-analysis and network pharmacology study.Frontiers in endocrinology · 2025Pooled it
- Effectiveness of Single-Tablet Combination Therapy in Improving Adherence and Persistence and the Relation to Clinical and Economic Outcomes.Journal of health economics and outcomes research · 2024Pooled it
- Medication adherence with fixed-doseFrontiers in pharmacology · 2023Pooled it
- Efficacy and Safety of Glimepiride, Voglibose, and Metformin ER in Type 2 Diabetes: A Randomized, Active-Controlled Study.Journal of diabetes · 2026Trial
- Efficacy of Dapagliflozin + Sitagliptin + Metformin Versus Sitagliptin + Metformin in T2DM Inadequately Controlled on Metformin Monotherapy: A Multicentric Randomized Trial.Advances in therapy · 2025Trial
- Enhancing Diabetes Treatment: Comparing Pioglitazone/Metformin with Dapagliflozin Versus Basal Insulin/Metformin in Type 2 Diabetes.Drug design, development and therapy · 2025Trial
- Safety and efficacy of fixed-dose combination of dapagliflozin and saxagliptin in patients with type 2 diabetes mellitus - a phase 4 study in India.Frontiers in endocrinology · 2025Trial
- EVG/COBI/FTC/TAF Bioequivalence Comparing Whole Tablets with Tablets Dissolved in Tap Water.AIDS research and human retroviruses · 2023Trial
- Association between medication regimen complexity and glycemic control among patients with type 2 diabetes.Journal of the American Pharmacists Association : JAPhATrial
- Adherence and Persistence Among Individuals Living With Type 2 Diabetes and Using a Free Combination of Basal Insulin and an Injectable Glucagon-Like Peptide-1 Receptor Agonist Versus a Fixed-Ratio Combination Therapy: A Japanese Database Study.Diabetes, obesity & metabolism · 2026Observational
- Effect of the initial combination approach vs initial monotherapy approach on 1-year trajectories of adherence in drug-naive patients with type 2 diabetes.Journal of managed care & specialty pharmacy · 2026Article
- Fixed-Dose Combination Therapy as a Strategy to Improve Antidiabetic Medication Adherence in People with Type 2 Diabetes: A Narrative Review.Diabetes therapy : research, treatment and education of diabetes and related disorders · 2026Review
- Improving medication adherence in type 2 diabetes: strategies for better clinical and economic outcomes.Diabetologia · 2026Review
- Association of concomitant pill burden with antiretroviral adherence and persistence: retrospective analysis of a Japanese claims database.BMC infectious diseases · 2026Article
- Efficacy and safety of fixed-dose dapagliflozin-pioglitazone in Indian adults with type 2 diabetes: a phase 3 PRO-1 trial.Diabetology & metabolic syndrome · 2026Article
- Metformin-Associated Gastrointestinal Intolerance: A Narrative Review of Mechanisms and Clinical Management.Clinical medicine insights. Endocrinology and diabetes · 2026Review
- Bridging Evidence and Practice: A Consensus Statement from the Korean Diabetes Association on Diabetes Screening, Pharmacological Treatment and Severe Diabetes.Diabetes & metabolism journal · 2025Review
- Fixed-dose vs loose-dose combination antidiabetic therapy and cardiorenal outcomes in type 2 diabetes: a nationwide comparative effectiveness study.Cardiovascular diabetology · 2025Observational
- Expert Consensus Statement on Simplified Glycemic Care in Patients With Type 2 Diabetes Mellitus.Cureus · 2025Review
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 at 2 institutions in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundSuboptimal patient adherence to pharmacological therapy of type 2 diabetes may be due in part to pill burden. One way to reduce pill burden in patients who need multiple medications is to use fixed-dose combinations. Our study aimed to compare the effects of fixed-dose combination versus loose-dose combination therapy on medication adherence and persistence, health care utilization, therapeutic safety, morbidities, and treatment modification in patients with type 2 diabetes over three years.
methodsUsing administrative data, we conducted a retrospective controlled cohort study comparing type 2 diabetes patients who switched from monotherapy to either a fixed-dose combination or a loose-dose combination. Adherence was assessed as the primary endpoint and calculated as the proportion of days covered with medication. After using entropy balancing to eliminate differences in observable baseline characteristics between the two groups, we applied difference-in-difference estimators for each outcome to account for time-invariant unobservable heterogeneity.
resultsOf the 990 type 2 diabetes patients included in our analysis, 756 were taking a fixed-dose combination and 234 were taking a loose-dose combination. We observed a statistically significantly higher change in adherence (year one: 0.22, p<0.001, year two: 0.25, p<0.001, and year three: 0.29, p<0.001) as well as higher persistence and a smaller change in the number of drug prescriptions in each of the three years in the fixed-dose combination group compared to the loose-dose combination group. The differences were most pronounced in patients who were poorly adherent, had a high pill burden, or did not have a severe concomitant disease.
conclusionOur results indicate that taking a fixed-dose combination can lead to a significant improvement in adherence to pharmacological therapy of type 2 diabetes compared to a loose-dose combination. In particular, these findings suggest that reducing pill burden may improve disease management among patients with more complex medication demand and patients who have demonstrated poor medication adherence.
Indexed as
Identifiers
What Socratic holds
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 Socratic graph.