Observing versus Predicting: Initial Patterns of Filling Predict Long-Term Adherence More Accurately Than High-Dimensional Modeling Techniques

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Observing versus Predicting: Initial Patterns of Filling Predict Long-Term Adherence More Accurately Than High-Dimensional Modeling Techniques is …
instance of (P31):
scholarly articleQ13442814

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P356DOI10.1111/1475-6773.12310
P932PMC publication ID4722199
P698PubMed publication ID25879372

P50authorJessica M FranklinQ59700142
Alexis A KrummeQ88688212
Niteesh K ChoudhryQ88688215
William H ShrankQ106510275
Olga S MatlinQ114365852
Joyce LiiQ114365859
Troyen BrennanQ21532110
P2860cites workPharmacist interventions to enhance blood pressure control and adherence to antihypertensive therapy: Review and meta-analysis.Q37831764
Targeting cardiovascular medication adherence interventions.Q38012398
Group-based trajectory models: a new approach to classifying and predicting long-term medication adherence.Q38107765
Multivariable prognostic models: issues in developing models, evaluating assumptions and adequacy, and measuring and reducing errorsQ39605793
Can we identify clinical predictors of medication adherence... and should we?Q42650746
Untangling the relationship between medication adherence and post-myocardial infarction outcomes: medication adherence and clinical outcomesQ44573010
Compliance with osteoporosis medicationsQ46803624
Internal validation of predictive models: efficiency of some procedures for logistic regression analysis.Q52933297
The Discarding of Variables in Multivariate AnalysisQ53024654
Support-vector networksQ55922708
Greedy function approximation: A gradient boosting machineQ57532752
Adherence to Lipid-lowering Therapy and the Use of Preventive Health Services: An Investigation of the Healthy User EffectQ59531972
Long-term persistence in use of statin therapy in elderly patientsQ74497691
Adherence to statin therapy in elderly patients after hospitalization for coronary revascularizationQ83637009
The implications of therapeutic complexity on adherence to cardiovascular medicationsQ84069362
Identifying Important Risk Factors for Survival in Kidney Graft Failure Patients Using Random Survival ForestsQ22673963
Interventions for enhancing medication adherenceQ24243296
Adherence to MedicationQ28314923
Changes in drug utilization during a gap in insurance coverage: an examination of the medicare Part D coverage gapQ28476575
Evaluating the added predictive ability of a new marker: from area under the ROC curve to reclassification and beyondQ29614697
Data mining applications in healthcareQ30988809
Model-based boosting in high dimensionsQ33255748
An empirical basis for standardizing adherence measures derived from administrative claims data among diabetic patientsQ33379588
Prospective validation of eight different adherence measures for use with administrative claims data among patients with schizophreniaQ33436398
High-dimensional propensity score adjustment in studies of treatment effects using health care claims dataQ33457966
Persistence with treatment for hypertension in actual practiceQ34030347
A systematic review of barriers to medication adherence in the elderly: looking beyond cost and regimen complexityQ34175208
Covariate selection in high-dimensional propensity score analyses of treatment effects in small samples.Q35133118
Characteristics of patients with primary non-adherence to medications for hypertension, diabetes, and lipid disordersQ35649045
The roles of past behavior and health beliefs in predicting medication adherence to a statin regimenQ36289295
A randomized controlled trial of positive-affect intervention and medication adherence in hypertensive African AmericansQ36346854
Regression tree boosting to adjust health care cost predictions for diagnostic mixQ36741683
Predictors of nonadherence to statins: a systematic review and meta-analysisQ36809178
Trends in adherence to secondary prevention medications in elderly post-myocardial infarction patientsQ37187904
Improving the prediction of medication compliance: the example of bisphosphonates for osteoporosisQ37221438
Sociodemographic and clinical characteristics are not clinically useful predictors of refill adherence in patients with hypertensionQ37401111
Patient, physician, and payment predictors of statin adherenceQ37627535
A systematic review of interventions to enhance medication adherence in children and adolescents with chronic illness.Q37762635
P433issue1
P304page(s)220-239
P577publication date2015-04-16
P1433published inHealth Services ResearchQ5690687
P1476titleObserving versus Predicting: Initial Patterns of Filling Predict Long-Term Adherence More Accurately Than High-Dimensional Modeling Techniques
P478volume51

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cites work (P2860)
Q45175635An electronic health record based model predicts statin adherence, LDL cholesterol, and cardiovascular disease in the United States Military Health System
Q64085256Beyond Adherence Thresholds: A Simulation Study of the Optimal Classification of Longitudinal Adherence Trajectories From Medication Refill Histories
Q31161075Can purchasing information be used to predict adherence to cardiovascular medications? An analysis of linked retail pharmacy and insurance claims data
Q38380232Effect of Reminder Devices on Medication Adherence: The REMIND Randomized Clinical Trial
Q42376838Effect of adherence to the first-generation injectable immunomodulatory drugs on disability accumulation in multiple sclerosis: a longitudinal cohort study.
Q37177541Potentially disruptive life events: what are the immediate impacts on chronic disease management? A case-crossover analysis
Q58597659Quantifying Social Reinforcement Among Family Members on Adherence to Medications for Chronic Conditions: a US-Based Retrospective Cohort Study
Q89530934Social Risk Factors for Medication Nonadherence: Findings from the CARDIA Study
Q92365181The association of pharmacy fill synchronization with breast cancer endocrine therapy adherence
Q90583700Time to Filling of New Prescriptions for Chronic Disease Medications Among a Cohort of Elderly Patients in the USA
Q93089475Trajectories of adherence to mood stabilizers in patients with bipolar disorder
Q45939234Using predictive analytics and big data to optimize pharmaceutical outcomes.

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