Evidence map›Paper›PMID 39289022›Full record

ArticleBMJ open2024

Exploring heterogeneity in coxarthrosis medication use patterns before total hip replacement: a State Sequence Analysis.

Anna Novelli, Julia Frank-Tewaag, Sebastian Franke, Martin Weigl, Leonie Sundmacher

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Article in BMJ open, 2024. 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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5 · Who and what money

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5 authors.

Anna NovelliChair of Health Economics, Technical University of Munich, Munich, Germany anna.novelli@tum.de.ORCID 0000-0002-4600-0183
Julia Frank-TewaagChair of Health Economics, Technical University of Munich, Munich, Germany.
Sebastian FrankeChair of Health Economics, Technical University of Munich, Munich, Germany.
Martin WeiglDepartment of Orthopaedics and Trauma Surgery, Musculoskeletal University Center Munich (MUM), LMU Munich, Munich, Germany.
Leonie SundmacherChair of Health Economics, Technical University of Munich, Munich, Germany.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

objectiveEvidence of geographical variation in total hip replacement (THR) and deviations from treatment guidelines persists. In this exploratory study, we aim to gain an in-depth understanding of patients' healthcare trajectories by identifying and visualising medication use patterns in coxarthrosis patients before surgery. We examine their association with patient characteristics and THR, and compare them with recommendations on mild analgesics, opioid prescription and exhaustion of conservative therapy.

methodsIn this exploratory study, we apply State Sequence Analysis (SSA) on German health insurance data (2012-2015). We analyse a cohort of coxarthrosis patients, half of whom underwent THR after a 1 year observation period and half of whom did not undergo surgery until at least 1 year after the observation period. Hierarchical states are defined based on prescriptions. We construct sequences, calculate sequence similarity using optimal matching and identify medication use patterns via clustering. Patterns are visualised, descriptive statistics are presented and logistic regression is employed to investigate the association of medication patterns with subsequent THR.

resultsSeven distinct medication use patterns are identified, correlating strongly with patient characteristics and subsequent THR. Two patterns leading to THR demonstrate exhaustion of pharmacological therapy. Opioid use is concentrated in two small patterns with low odds for THR. The most frequent pattern lacks significant pharmacological therapy.

conclusionsThis SSA uncovers heterogeneity in medication use patterns before surgery in coxarthrosis patients. Cautious opioid handling and adherence to a stepped prescription approach are observed, but many patients display low medication therapy usage and lack evidence of exhausting conservative options before surgery.

Indexed as

Analgesics, OpioidArthroplasty, Replacement, HipOsteoarthritis, HipAgedAnalgesicsFemaleGermanyHumansLogistic ModelsMaleMiddle AgedPractice Patterns, Physicians'AnalgesicsAnalgesics, Opioidchronic diseasehealth services administration & managementhipobservational studyorthopaedic & trauma surgery

Identifiers

PMID39289022
PMCPMC11409302

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