Evidence map›Paper›PMID 42772884›Full record

ArticleBMJ open2026

Differential uptake of SGLT2 inhibitors in England following heart failure guideline expansion: a controlled interrupted time series analysis.

Mohammed Ibrahim Aladul, Rima A Hijazeen, Zainab M Al-Shammaa

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Article in BMJ open, 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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1 · What the graph read from it

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4 · The record

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5 · Who and what money

Authors and funding

3 authors.

Mohammed Ibrahim AladulDepartment of Clinical Pharmacy, College of Pharmacy, University of Mosul, Mosul, Nineveh, Iraq m.i.m.aladul@uomosul.edu.iq.ORCID http://orcid.org/0000-0002-7368-3469
Rima A HijazeenDepartment of Biopharmaceutics and Clinical Pharmacy, Faculty of Pharmacy, University of Jordan, Amman, Jordan.ORCID http://orcid.org/0000-0002-9919-2297
Zainab M Al-ShammaaDepartment of Clinical Pharmacy, College of Pharmacy, University of Mosul, Mosul, Nineveh, Iraq.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

objectivesTo assess differential changes in prescribing uptake of dapagliflozin and empagliflozin relative to canagliflozin in England following the July 2023 expansion of heart failure guideline recommendations.

designControlled interrupted time series (ITS) analysis using segmented regression with Newey-West SEs and month fixed effects to account for seasonality. SETTING AND

participantsNational monthly primary care prescribing data in England (January 2019-December 2025). Aggregate prescribing data were analysed at the drug level. PRIMARY AND SECONDARY OUTCOME MEASURES: Primary outcome: monthly utilisation measured in defined daily doses (DDDs). SECONDARY OUTCOMES: monthly prescription items, market share of total SGLT2 inhibitor DDDs and net ingredient cost (NIC).

resultsOverall utilisation increased for all three monotherapy SGLT2 inhibitors, but prescribing trajectories diverged markedly following the intervention. Dapagliflozin's market share rose from 33.2% to 55.9%, while empagliflozin declined to 41.0% and canagliflozin to 3.1%. The controlled ITS model showed no immediate step change at July 2023. However, dapagliflozin demonstrated a significant differential postintervention slope increase relative to canagliflozin (β=0.042, 95% CI 0.035 to 0.049; p<0.001), corresponding to an additional 4.3% monthly growth. Empagliflozin showed a smaller but significant relative increase (β=0.015, 95% CI 0.008 to 0.022; p<0.001). Counterfactual analysis estimated 68.4 million excess dapagliflozin DDDs and 21.2 million excess empagliflozin DDDs over the postintervention period. Results were consistent across prespecified breakpoint and formulation sensitivity analyses; however, an exploratory NIC-adjusted analysis attenuated the dapagliflozin differential slope by 33%, indicating sensitivity to concurrent price changes.

conclusionsSGLT2 inhibitor uptake in English primary care has been highly heterogeneous. The marked acceleration in dapagliflozin prescribing from July 2023, against stable background trends for canagliflozin, is temporally consistent with expanded heart failure guideline recommendations. However, several important limitations preclude definitive causal attribution. First, because this study analysed aggregate prescribing data without patient-level indications, we cannot directly attribute observed changes to heart failure rather than to diabetes, chronic kidney disease or other factors. Second, the substantial concurrent reduction in dapagliflozin's NIC (from £1.38 to £0.35 per DDD) represents a competing explanation; exploratory adjustment for NIC attenuated the dapagliflozin estimate by approximately one-third, though this magnitude cannot be interpreted as a causal attribution because NIC may be endogenous. The observation that empagliflozin, which experienced a more modest price change, showed a smaller differential effect is hypothesis-generating and requires confirmation with methods that can separate guideline from price effects. Third, the ecological design inherently limits causal inference. These findings highlight that class-wide guideline updates do not translate into uniform prescribing and underscore the importance of monitoring drug-specific adoption patterns while considering the complex interplay of clinical, economic and policy factors.

Indexed as

Benzhydryl CompoundsGlucosidesHeart FailurePractice Patterns, Physicians'Sodium-Glucose Transporter 2 InhibitorsCanagliflozinDiabetes Mellitus, Type 2Drug PrescriptionsEnglandHumansInterrupted Time Series AnalysisPractice Guidelines as TopicPrimary Health CareBenzhydryl CompoundsCanagliflozindapagliflozinempagliflozinGlucosidesSodium-Glucose Transporter 2 InhibitorsCLINICAL PHARMACOLOGYDiabetes Mellitus, Type 2Health policyMedicine

Identifiers

PMID42772884
PMCPMC13599888

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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 Socratic graph.