Back

Predictors of statin adherence in primary care using real-world data

Rakhshanda, S.; Jonnagaddala, J.; Liaw, S.-T.; Rhee, J.; Rye, K.-A.

2026-02-26 cardiovascular medicine
10.64898/2026.02.24.26347032 medRxiv
Show abstract

PurposeThe objective of this study was to identify predictors of statin adherence in the primary and secondary prevention of CVD among patients in the first two years after the date of first prescription using real-world data. MethodsThe Electronic Practice Based Research Network Linked Dataset was used in this study. Statin adherence was calculated using a modified proportion of days covered (PDC) formula. Individuals with PDC [≥] 80% during the two years of observation period were considered as adherent. All analyses were performed with R software. Descriptive and multivariate logistic regression analyses were performed. Sensitivity analysis was performed using the Akaike Information Criterion model selection method. ResultsOverall, 3,432 patients accounting for 57,227 visits met the selection criteria. The mean PDC was 91.6% ({+/-}22.2%), and 72.0% of the patients were adherent to statins (PDC [≥] 80%) in the first two years after the date of first prescription. After adjusting for all other variables, statin adherence was positively associated with age (AOR 1.7, 95% CI 1.4 - 2.0), SEIFA index (AOR 1.8, 95% CI 1.2 - 2.6), polypharmacy (AOR 1.8, 95% CI 1.3 - 2.5) and comorbidities (AOR 1.4, 95% CI 1.1 - 1.7), and negatively associated with the number of statin types (AOR 0.6, 95% CI 0.5 - 0.9) and smoking status (AOR 0.7, 95% CI 0.6 - 0.9). The sensitivity analysis showed similar results as the regression model. ConclusionsStatin adherence is influenced by an aging, multimorbid population, who are exposed to polypharmacy, multiple statin options and socioeconomic diversity. Key pointsO_LIAdherence in the first two years after the first date of statin prescription was measured as proportion of days covered (PDC) C_LIO_LIThe mean PDC was 91.6% ({+/-}22.2%) C_LIO_LI72.0% of the patients were adherent to statins, with PDC [≥] 80% C_LIO_LIStatin adherence was positively associated with age, area-based social advantage and disadvantage index, polypharmacy and comorbidities C_LIO_LIStatin adherence was negatively associated with the number of statin types prescribed to the patients and the smoking status of patients C_LI Plain Language SummaryThe objective of this study was to identify predictors of statin adherence among patients in the first two years after the date of first prescription using real-world data. The dataset used was the Electronic Practice Based Research Network Linked Dataset. Statin adherence was calculated using proportion of days covered (PDC). A PDC [≥] 80% during the two years of observation period were considered as adherent. Overall, 3,432 patients were eligible for this study, and 72.0% of them were adherent to statins in the first two years after the date of first prescription. Statin adherence was positively associated with age, area-based social advantage and disadvantage index, number of medicines taken by the patient and number of chronic conditions that the patient suffered. Moreover, statin adherence was negatively associated with the number of statin types prescribed to the patients and smoking status of patients.

Matching journals

The top 10 journals account for 50% of the predicted probability mass.

1
BMJ Open
554 papers in training set
Top 2%
10.0%
2
Open Heart
19 papers in training set
Top 0.1%
6.8%
3
PLOS ONE
4510 papers in training set
Top 25%
6.8%
4
British Journal of Clinical Pharmacology
21 papers in training set
Top 0.1%
6.3%
5
American Journal of Preventive Medicine
11 papers in training set
Top 0.1%
4.3%
6
BJGP Open
12 papers in training set
Top 0.1%
3.9%
7
Heart
10 papers in training set
Top 0.3%
3.6%
8
Cureus
67 papers in training set
Top 1%
3.6%
9
The American Journal of Cardiology
15 papers in training set
Top 0.6%
3.6%
10
BMC Medical Informatics and Decision Making
39 papers in training set
Top 0.9%
3.1%
50% of probability mass above
11
Healthcare
16 papers in training set
Top 0.2%
2.7%
12
JMIR Research Protocols
18 papers in training set
Top 0.4%
2.6%
13
BMC Medicine
163 papers in training set
Top 3%
2.1%
14
Journal of Clinical Medicine
91 papers in training set
Top 2%
2.1%
15
Frontiers in Pharmacology
100 papers in training set
Top 2%
1.9%
16
Frontiers in Cardiovascular Medicine
49 papers in training set
Top 2%
1.9%
17
Scientific Reports
3102 papers in training set
Top 58%
1.7%
18
European Journal of Preventive Cardiology
13 papers in training set
Top 0.5%
1.7%
19
The Lancet Digital Health
25 papers in training set
Top 0.5%
1.5%
20
Nutrients
64 papers in training set
Top 1%
1.5%
21
International Journal of Environmental Research and Public Health
124 papers in training set
Top 5%
1.3%
22
British Journal of General Practice
22 papers in training set
Top 0.3%
1.3%
23
Journal of the American Heart Association
119 papers in training set
Top 3%
1.3%
24
Circulation: Genomic and Precision Medicine
42 papers in training set
Top 0.9%
1.2%
25
European Journal of Epidemiology
40 papers in training set
Top 0.5%
1.1%
26
JAMIA Open
37 papers in training set
Top 1%
1.1%
27
BMC Cardiovascular Disorders
14 papers in training set
Top 1%
1.1%
28
Atherosclerosis
29 papers in training set
Top 1.0%
0.9%
29
Pilot and Feasibility Studies
12 papers in training set
Top 0.5%
0.9%
30
Systematic Reviews
11 papers in training set
Top 0.4%
0.9%