Improved prediction of medical expenditures and health care utilization using an updated chronic disease score and claims data

CA Huber, S Schneeweiss, A Signorell… - Journal of clinical …, 2013 - Elsevier
Objective To predict future medical expenditures, health care utilization, and mortality in
Switzerland using an updated chronic disease score (CDS), a chronic morbidity measure …

Comparison of pharmacy‐based and diagnosis‐based comorbidity measures from medical administrative data

S Cortaredona, E Pambrun, H Verdoux… - … and Drug Safety, 2017 - Wiley Online Library
Purpose Health status is sometimes quantified by chronic condition (CC) scores calculated
from medical administrative data. We sought to modify two pharmacy‐based comorbidity …

A chronic disease score from automated pharmacy data

M Von Korff, EH Wagner, K Saunders - Journal of clinical epidemiology, 1992 - Elsevier
Using population-based automated pharmacy data, patterns of use of selected prescription
medications during a 1 year time period identified by a consensus judgement process were …

Modified-Chronic Disease Score (M-CDS): Predicting the individual risk of death using drug prescriptions

M Iommi, S Rosa, M Fusaroli, P Rucci, MP Fantini… - PLoS …, 2020 - journals.plos.org
Background Estimating the morbidity of a population is strategic for health systems to
improve healthcare. In recent years administrative databases have been increasingly used …

Predicting resource utilization in a Veterans Health Administration primary care population: comparison of methods based on diagnoses and medications

TL Wahls, MJ Barnett, GE Rosenthal - Medical care, 2004 - journals.lww.com
Background Valid methods of predicting resource utilization in primary care populations are
needed. We compared the predictive validity of a method based on diagnoses from …

Common comorbidity scales were similar in their ability to predict health care costs and mortality

AJ Perkins, K Kroenke, J Unützer, W Katon… - Journal of clinical …, 2004 - Elsevier
OBJECTIVE: To compare the ability of commonly used measures of medical comorbidity
(ambulatory care groups [ACGs], Charlson comorbidity index, chronic disease score …

Predicting pharmacy costs and other medical costs using diagnoses and drug claims

Y Zhao, AS Ash, RP Ellis, JZ Ayanian, GC Pope… - Medical care, 2005 - journals.lww.com
Background: Predicting health care costs for individuals and populations is essential for
managing care. However, the comparative power of diagnostic and drug data for predicting …

Predictive modeling of total healthcare costs using pharmacy claims data: a comparison of alternative econometric cost modeling techniques

CA Powers, CM Meyer, MC Roebuck, B Vaziri - Medical care, 2005 - journals.lww.com
Objective: We sought to evaluate several statistical modeling approaches in predicting
prospective total annual health costs (medical plus pharmacy) of health plan participants …

Diagnostic, pharmacy-based, and self-reported health measures in risk equalization models

PJA Stam, RCJA van Vliet, WPMM van de Ven - Medical care, 2010 - journals.lww.com
Background: Current research on the added value of self-reported health measures for risk
equalization modeling does not include all types of self-reported health measures; and/or is …

Integrating e-prescribing and pharmacy claims data for predictive modeling: comparing costs and utilization of health plan members who fill their initial medications …

HY Chang, HJ Kan, KM Shermock… - Journal of Managed …, 2020 - jmcp.org
BACKGROUND: Nonfilling of prescribed medications is a worldwide problem of serious
concern. Studies of health care costs and utilization associated with medication …