Medicine utilization studies in Australian individual-level dispensing data: A blinded, multi-center replicated analysis.
Pharmacoepidemiol Drug Saf
; 33(3): e5776, 2024 Mar.
Article
en En
| MEDLINE
| ID: mdl-38479400
ABSTRACT
PURPOSE:
Medicine dispensing data require extensive preparation when used for research and decisions during this process may lead to results that do not replicate between independent studies. We conducted an experiment to examine the impact of these decisions on results of a study measuring discontinuation, intensification, and switching in a cohort of patients initiating metformin.METHODS:
Four Australian sites independently developed a HARmonized Protocol template to Enhance Reproducibility (HARPER) protocol and executed their analyses using the Australian Pharmaceutical Benefits Scheme 10% sample dataset. Each site calculated cohort size and demographics and measured treatment events including discontinuation, switch to another diabetes medicine, and intensification (addition of another diabetes medicine). Time to event and hazard ratios for associations between cohort characteristics and each event were also calculated. Concordance was assessed by measuring deviations from the calculated median of each value across the sites.RESULTS:
Good agreement was found across sites for the number of initiators (median 53 127, range 51 848-55 273), gender (56.9% female, range 56.8%-57.1%) and age group. Each site employed different methods for estimating days supply and used different operational definitions for the treatment events. Consequently, poor agreement was found for incidence of discontinuation (median 55%, range 34%-67%), switching (median 3.5%, range 1%-7%), intensification (median 8%, range 5%-12%), time to event estimates and hazard ratios.CONCLUSIONS:
Differences in analytical decisions when deriving exposure from dispensing data affect replicability. Detailed analytical protocols, such as HARPER, are critical for transparency of operational definitions and interpretations of key study parameters.Palabras clave
Texto completo:
1
Colección:
01-internacional
Banco de datos:
MEDLINE
Asunto principal:
Diabetes Mellitus
/
Metformina
Límite:
Female
/
Humans
/
Male
País/Región como asunto:
Oceania
Idioma:
En
Revista:
Pharmacoepidemiol Drug Saf
Asunto de la revista:
EPIDEMIOLOGIA
/
TERAPIA POR MEDICAMENTOS
Año:
2024
Tipo del documento:
Article
País de afiliación:
Australia