QUALITY OF LIFE IN PATIENTS WITH MULTI-MORBIDITY- A BAYESIAN HIERARCHICAL META ANALYSIS MODEL
Author(s)
Makovski T1, Zeegers M2, Stranges S3, van den Akker M2, Schmitz S1
1Luxembourg Institute of Health, Strassen, Luxembourg, 2Maastricht University, Maastricht, The Netherlands, 3Schulich School of Medicine and Dentistry, London, ON, Canada
OBJECTIVES: Multi-morbidity is defined as the co-occurrence of 2+ chronic conditions within an individual. Especially in ageing populations the burden of multi-morbidity is increasing. A large number of studies have shown that reduced Quality of Life(QoL) is one of the consequences of multi-morbidity. Comparison is difficult due to differences in measuring multi-morbidity and QoL. The objective here is to summarise available evidence across measures of QoL using hierarchical Bayesian-Meta-Analysis. METHODS: Studies evaluating the impact of multi-morbidity on QoL were identified in a systematic-literature-review. Inclusion is restricted to studies measuring multi-morbidity as the number of conditions and QoL measures used in a minimum of 3 studies. The outcome of interest was the linear slope relating multi-morbidity with QoL. A Bayesian MA model was fitted in WinBUGs. A 3-level model accounting for different measures of QoL was used to determine the overall impact of multi-morbidity on QoL. RESULTS: CONCLUSIONS: This analysis confirms the significant negative impact of multi-morbidity on QoL. The 3-level model allows us to combine evidence from a large number of studies, while accounting for the heterogeneity of multiple outcome measures. The overall slope indicates a reduction in QoL in general; estimates for the different measures are also given, benefiting from borrowing strength across outcomes. This is particularly useful for outcomes with little evidence.
Conference/Value in Health Info
2018-11, ISPOR Europe 2018, Barcelona, Spain
Value in Health, Vol. 21, S3 (October 2018)
Code
PMU128
Topic
Patient-Centered Research
Topic Subcategory
Patient-reported Outcomes & Quality of Life Outcomes
Disease
Multiple Diseases