Comorbidity as a predictor of health services utilization and mortality in patients with diabetes

Published: September 5, 2014
Category: Bibliography > Papers
Authors: Abad JM, Aguilar-Palacio I, Carrera-Lasfuentes P, Rabanaque MJ
Countries: Spain
Language: null
Types: Population Health
Settings: Hospital, PCP

Gac Sanit 29:10-14. Published in Spanish.

Universidad de Zaragoza, Zaragoza, España; Dirección General de Planificación y Aseguramiento, Zaragoza, España; Grupo de Investigación en Servicios Sanitarios de Aragón (GRISSA), Zaragoza, España

OBJECTIVE: Chronic diseases are the main cause of mortality worldwide. Study of the most prevalent diseases is essential, as well as the development of indicators of health services’ utilization and mortality in these patients. The objective of this study was to identify which co-morbidity measure best predicts health services’ utilization and mortality in patients with diabetes mellitus in our environment.

METHODS: A longitudinal study was carried out in a cohort of diabetes mellitus patients diagnosed in 2006 in Zaragoza and followed up to 2010. Logistic regression predictive models were developed. The number of diagnosis, the number of ambulatory diagnostic groups (ADG), and the number of major ambulatory diagnostic groups (MADG) from the Ambulatory Care Groups system were used as co-morbidity measures. The validity measure consisted of the improvement in the model’s explanatory capacity (c-statistic).

RESULTS: The prevalence of diabetes mellitus was 8.8%. Both the number of diagnoses and co-morbidity were associated with health services’ utilization and mortality. For mortality, the best indicator of co-morbidity was the number of MADGs (c=0.763). The model adjusted by sex, age, number of MADGs, and number of hospitalizations had the highest explanatory capacity (c=0.818).

CONCLUSIONS: The ACG system allows resource consumption and mortality to be predicted in people with diabetes mellitus in our environment. This study confirms the substantial healthcare burden generated by patients with diabetes mellitus and the need to tackle this situation.

PMID: 25200482

Spain,Co-morbidity,Overall Morbidity Burden,Diabetes, Outcome Measures,Adult,Aged,80 and over,Ambulatory Care/utilization,Diabetes Mellitus/epidemiology,Diagnosis-Related Groups,Emergency Medical Services/utilization,Gender,Hospitalization/statistics & numerical data,Longitudinal Studies,Middle Aged,Prevalence,ROC Curve,Spain/epidemiology

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