Related Experiment Video
Updated: Jan 28, 2026

High-throughput Nitrobenzoxadiazole-labeled Cholesterol Efflux Assay
Published on: January 7, 2019
Self-reported medication nonadherence predicts cholesterol levels over time
Dan V Blalock1, Leah L Zullig2, Hayden B Bosworth3
1Center of Innovation to Accelerate Discovery and Practice Transformation (ADAPT), Durham Veterans Affairs Health Care System, 411 W. Chapel Hill St., Suite 600, Durham, NC 27701, USA; Department of Psychiatry and Behavioral Sciences, Duke University School of Medicine, 40 Duke Medicine Circle, Durham, NC 27710, USA.
This study validates a self-report measure for medication nonadherence in patients taking cholesterol-lowering drugs. The measure accurately predicts future cholesterol levels, supporting its use in clinical practice.
Area of Science:
- Clinical Pharmacy
- Health Outcomes Research
- Psychometrics
Background:
- Self-report measures for medication nonadherence are often used across different patient groups without validation.
- Previous validation of a nonadherence measure was in hypertensive patients.
Purpose of the Study:
- To evaluate the predictive validity of a medication nonadherence measure in patients using cholesterol-reducing medications.
- To assess if self-reported nonadherence predicts cholesterol levels.
Main Methods:
- Secondary analysis of data from a randomized trial (n=236) at the Durham Veterans Affairs Medical Center.
- Used cross-lagged panel models and growth curve analysis to examine predictive utility.
- Measured serum cholesterol and self-reported nonadherence at baseline, 6, and 12 months.
Main Results:
- The 3-item nonadherence measure demonstrated reliable scores and fit a single-factor model.
- Medication nonadherence and changes in nonadherence moderately predicted future cholesterol levels (7/9 associations significant).
- Evidence for reverse causation (cholesterol predicting nonadherence) was weaker (3/9 associations significant).
Conclusions:
- The findings support the predictive validity of the self-report medication nonadherence measure.
- The measure is a valid tool for assessing nonadherence in patients taking cholesterol-reducing medications.
- This study provides evidence for adapting nonadherence measures across different clinical populations.
Related Concept Videos
Cholesterol: Significance and Regulation
Considering cholesterol and...
Predicting Molecular Geometry
Inhaled Medications
Data Reporting and Recording
Prediction Intervals
However, the point estimate is most likely not the exact value of the population parameter, but close to it. After calculating point estimates, we construct interval estimates, called confidence intervals or prediction intervals. This prediction interval comprises a range of values unlike the point estimate and is a better predictor of the observed sample value, y.
Leveling Effect

