Development of the Diabetes Resource Consumption Index and profiling quality of diabetes care in the Veterans Health Administration

Persistent Link:
http://hdl.handle.net/10150/280360
Title:
Development of the Diabetes Resource Consumption Index and profiling quality of diabetes care in the Veterans Health Administration
Author:
Joish, Vijay
Issue Date:
2003
Publisher:
The University of Arizona.
Rights:
Copyright © is held by the author. Digital access to this material is made possible by the University Libraries, University of Arizona. Further transmission, reproduction or presentation (such as public display or performance) of protected items is prohibited except with permission of the author.
Abstract:
The purpose of this study was to develop and validate a risk-adjustment index for one year healthcare resource use specific to diabetic patients, based on severity of illness measures; and to profile quality of diabetes care between outpatient clinics. The data for this study was collected from four outpatient clinics within the Southern Arizona Veterans Affairs Healthcare System, Tucson, AZ. The DRCI was developed using a sample size of 367 diabetic subjects that had complete information on diabetes-specific variables. Individual DRCI weights, based on the magnitude of one year healthcare resource use and socio-demographic characteristics, ranged from -471.5 to 3,081.2 for total healthcare costs, from -304.3 to 1,582.1 for outpatient costs, and -0.19 to 0.93 for risk of hospitalization. The DRCI was better than or equivalent to the Chronic Disease Score in predicting health care costs. Diabetics in the second cohort were predominantly elderly (mean = 66yrs ± 11.1), married (61%), white (73%), males (96%), had a high BMI (31 ± 6.3 kg/m²), and mean comorbidity score of 4.2 ± 1.8 conditions. Screening for HbA1c and microalbuminuria was frequently performed in all clinics. Overall, 61% and 36% of study patients did not have evidence of foot or eye examinations during the entire study period, respectively. Approximately, 27% (n = 408), 41% (n = 643), and 26% (n = 515) of the study patients had poor glycemic, renal function, and lipid control, respectively. Significant differences (p < .05) in HbA1c and creatinine clearance rates between the clinics were observed after adjusting for patient case-mix. However, differences between the clinics in cardiovascular outcome were not observed after adjusting for patient case-mix. This study demonstrated an association between diabetes severity with healthcare resource and costs. The DRCI, using laboratory data, is a diabetes-specific severity measure for prediction of one year healthcare resource use. Future studies are needed to validate this index in other settings. Finally, the results from this study emphasize the need to adjust for case-mix variable when comparing quality of diabetic care outcomes between outpatient clinics.
Type:
text; Dissertation-Reproduction (electronic)
Keywords:
Health Sciences, Pharmacy.; Health Sciences, Public Health.; Health Sciences, Health Care Management.
Degree Name:
Ph.D.
Degree Level:
doctoral
Degree Program:
Graduate College; Pharmacy Practice and Science
Degree Grantor:
University of Arizona
Advisor:
Malone, Daniel C.

Full metadata record

DC FieldValue Language
dc.language.isoen_USen_US
dc.titleDevelopment of the Diabetes Resource Consumption Index and profiling quality of diabetes care in the Veterans Health Administrationen_US
dc.creatorJoish, Vijayen_US
dc.contributor.authorJoish, Vijayen_US
dc.date.issued2003en_US
dc.publisherThe University of Arizona.en_US
dc.rightsCopyright © is held by the author. Digital access to this material is made possible by the University Libraries, University of Arizona. Further transmission, reproduction or presentation (such as public display or performance) of protected items is prohibited except with permission of the author.en_US
dc.description.abstractThe purpose of this study was to develop and validate a risk-adjustment index for one year healthcare resource use specific to diabetic patients, based on severity of illness measures; and to profile quality of diabetes care between outpatient clinics. The data for this study was collected from four outpatient clinics within the Southern Arizona Veterans Affairs Healthcare System, Tucson, AZ. The DRCI was developed using a sample size of 367 diabetic subjects that had complete information on diabetes-specific variables. Individual DRCI weights, based on the magnitude of one year healthcare resource use and socio-demographic characteristics, ranged from -471.5 to 3,081.2 for total healthcare costs, from -304.3 to 1,582.1 for outpatient costs, and -0.19 to 0.93 for risk of hospitalization. The DRCI was better than or equivalent to the Chronic Disease Score in predicting health care costs. Diabetics in the second cohort were predominantly elderly (mean = 66yrs ± 11.1), married (61%), white (73%), males (96%), had a high BMI (31 ± 6.3 kg/m²), and mean comorbidity score of 4.2 ± 1.8 conditions. Screening for HbA1c and microalbuminuria was frequently performed in all clinics. Overall, 61% and 36% of study patients did not have evidence of foot or eye examinations during the entire study period, respectively. Approximately, 27% (n = 408), 41% (n = 643), and 26% (n = 515) of the study patients had poor glycemic, renal function, and lipid control, respectively. Significant differences (p < .05) in HbA1c and creatinine clearance rates between the clinics were observed after adjusting for patient case-mix. However, differences between the clinics in cardiovascular outcome were not observed after adjusting for patient case-mix. This study demonstrated an association between diabetes severity with healthcare resource and costs. The DRCI, using laboratory data, is a diabetes-specific severity measure for prediction of one year healthcare resource use. Future studies are needed to validate this index in other settings. Finally, the results from this study emphasize the need to adjust for case-mix variable when comparing quality of diabetic care outcomes between outpatient clinics.en_US
dc.typetexten_US
dc.typeDissertation-Reproduction (electronic)en_US
dc.subjectHealth Sciences, Pharmacy.en_US
dc.subjectHealth Sciences, Public Health.en_US
dc.subjectHealth Sciences, Health Care Management.en_US
thesis.degree.namePh.D.en_US
thesis.degree.leveldoctoralen_US
thesis.degree.disciplineGraduate Collegeen_US
thesis.degree.disciplinePharmacy Practice and Scienceen_US
thesis.degree.grantorUniversity of Arizonaen_US
dc.contributor.advisorMalone, Daniel C.en_US
dc.identifier.proquest3107005en_US
dc.identifier.bibrecord.b44660571en_US
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