Related Experiment Video
Updated: Feb 6, 2026

Network Pharmacology Prediction and Metabolomics Validation of the Mechanism of Fructus Phyllanthi against Hyperlipidemia
Published on: April 7, 2023
Patient and physician predictors of hyperlipidemia screening and statin prescription
Sneha Kannan1, David A Asch, Gregory W Kurtzman
1Massachusetts General Hospital, 55 Fruit St, Grey 7-730, Boston, MA 02114.
Insights
Appropriate hyperlipidemia screening and statin prescription rates are suboptimal. Patient history (diabetes, hypertension) and provider characteristics significantly influence guideline-concordant care for cardiovascular disease prevention.
Area of Science:
- Cardiology
- Preventive Medicine
- Health Services Research
Background:
- Effective lipid management reduces cardiovascular events, yet screening and statin therapy rates remain suboptimal.
- Guideline-concordant care is crucial for cardiovascular risk reduction.
Purpose of the Study:
- To identify patient and physician predictors of guideline-concordant hyperlipidemia screening.
- To evaluate factors influencing statin prescription rates.
Main Methods:
- Retrospective study of electronic health records from 2014-2016.
- Multivariate logistic regression analysis of 97,189 patients for screening and 40,845 for statin prescription.
Main Results:
- Hyperlipidemia screening was ordered for 79.9% of eligible patients; statin prescription for 56.1%.
- Patient history of diabetes or hypertension increased odds of screening and statin prescription.
- Provider factors, including PCP specialty and gender, influenced screening and prescription rates.
Conclusions:
- Both patient-specific factors and provider characteristics significantly impact adherence to hyperlipidemia screening and statin therapy guidelines.
- Understanding these predictors can help optimize cardiovascular preventive care strategies.
Objectives:
Appropriate lipid management has been demonstrated to reduce cardiovascular events, but rates of hyperlipidemia screening and statin therapy are suboptimal. We aimed to evaluate patient and physician predictors of guideline-concordant hyperlipidemia screening and statin prescription.
Study Design:
Retrospective study of patients with primary care provider (PCP) visits from 2014 to 2016 at the University of Pennsylvania Health System.
Methods:
Data on patients, screening orders, and prescriptions were obtained from the electronic health record. Multivariate logistic regression models were fit to binary outcomes of lipid screening and statin prescription.
Results:
Among 97,189 eligible patients, 79.9% had an order for hyperlipidemia screening. In adjusted models, significant patient predictors of greater odds of having screening ordered included a history of diabetes (odds ratio [OR], 1.19; 95% CI, 1.10-1.29; P <.001) or hypertension (OR, 1.16; 95% CI, 1.10-1.23; P <.001). Significant provider predictors of lower odds of having screening ordered were being a resident PCP (OR, 0.63; 95% CI, 0.43-0.93; P = .021) or being trained in family medicine (OR, 0.37; 95% CI, 0.30-0.47; P <.001). Among 40,845 eligible patients, 56.1% were prescribed a statin. In adjusted models, significant patient predictors of greater odds of being prescribed a statin were if they had a history of diabetes (OR, 2.70; 95% CI, 2.32-3.13; P <.001) or clinical cardiovascular disease (OR, 2.26; 95% CI, 1.85-2.76; P <.001). Significant provider predictors of lower odds of being prescribed a statin were being a physician assistant (OR, 0.65; 95% CI, 0.52-0.81; P <.001) or female (OR, 0.82; 95% CI, 0.70-0.96; P = .01).
Conclusions:
Both patient and provider factors significantly predicted guideline-concordant care for hyperlipidemia screening and statin therapy.
Related Concept Videos
Prescription, Nonprescription and Orphan Drugs
The misuse and addiction to prescription drugs is a growing problem that can affect people of all age groups, specifically teenagers. This can happen when prescription medications are used in ways not intended by the prescriber, such as taking someone else's prescription or using medication for...
Lipid-Lowering Drugs: Statins and Miscellaneous Agents
Genetic Screens
Forward genetic screens
Forward or “classical” genetic screens involve creating random mutations in an organism’s DNA using radiation, mutagens, or insertion of additional bases, which...
Patient-centered Care
Drug Dosing: Geriatric Patients
Drug Dosing: Obese Patients

