Related Experiment Video
Updated: Apr 25, 2026

Inverse Probability of Treatment Weighting Propensity Score using the Military Health System Data Repository and National Death Index
Published on: January 8, 2020
The synergistic effect of functional status and comorbidity burden on mortality: a 16-year survival analysis
Cynthia Chen1, Isaac Sia2, Hon-ming Ma3
1Saw Swee Hock School of Public Health, National University of Singapore, National University Health System, Singapore, Singapore.
Objectives:
The relationship between disability and comorbidity on mortality is widely perceived as additive in clinical models of frailty.
Design:
National data were retrospectively extracted from medical records of community hospital.
Data Sources:
There were of 12,804 acutely-disabled patients admitted for inpatient rehabilitation in Singapore rehabilitation community hospitals from 1996 through 2005 were followed up for death till 31 December 2011.
Outcome Measure:
Cox proportional-hazards regression to assess the interaction of comorbidity and disability at discharge on all-cause mortality.
Results:
During a median follow-up of 10.9 years, there were 8,565 deaths (66.9%). The mean age was 73.0 (standard deviation: 11.5) years. Independent risk factors of mortality were higher comorbidity (p<0.001), severity of disability at discharge (p<0.001), being widowed (adjusted hazard ratio [aHR]: 1.38, 95% confidence interval [CI]:1.25-1.53), low socioeconomic status (aHR:1.40, 95%CI:1.29-1.53), discharge to nursing home (aHR:1.14, 95%CI:1.05-1.22) and re-admission into acute care (aHR:1.54, 95%CI:1.45-1.65). In the main effects model, those with high comorbidity had an aHR = 2.41 (95%CI:2.13-2.72) whereas those with total disability had an aHR = 2.28 (95%CI:2.12-2.46). In the interaction model, synergistic interaction existed between comorbidity and disability (p<0.001) where those with high comorbidity and total disability had much higher aHR = 6.57 (95%CI:5.15-8.37).
Conclusions:
Patients with greater comorbidity and disability at discharge, discharge to nursing home or re-admission into acute care, lower socioeconomic status and being widowed had higher mortality risk. Our results identified predictive variables of mortality that map well onto the frailty cascade model. Increasing comorbidity and disability interacted synergistically to increase mortality risk.
Related Concept Videos
Combined Effects of Drugs: Synergism
Such synergistic combinations...
Factors Affecting Illness
For instance, risk factors are connected to illness,...
Pathophysiology of Heart Failure
Pharmacodynamics in Geriatric Patients: Effects of Age
Imbalances in Cardiac Output
CHF can occur due to the failure of either side of the heart. Left-side failure leads to pulmonary congestion—the right side continues to send...
Stress and Mental Health
Individuals with depression often experience challenges in both their personal and professional...

