Related Experiment Video
Updated: Sep 26, 2026

Inverse Probability of Treatment Weighting (Propensity Score) using the Military Health System Data Repository and National Death Index
Published on: January 8, 2020
Community prevalence of multimorbidity in Aotearoa New Zealand based on linked general practice and hospitalisation
Susan Wells1, Yeunhyang Catherine Choi1, Vanessa Selak1
1School of Population Health, Faculty of Medical and Health Sciences, The University of Auckland, Auckland, New Zealand.
Aim:
The aim of this study was to quantify the community prevalence of multimorbidity from both hospital and general practice (GP) records.
Method:
Using encrypted health identifiers, electronic health record data from 374,071 patients aged ≥18 years, enrolled in ProCare primary health organisation in January 2014, were linked to national hospitalisation records. We identified the prevalence of multimorbidity (two or more long-term conditions [LTCs]) recorded within hospitalisation data (based on 61 ICD-10-AM LTC categories from the M3 multimorbidity index) and the same conditions matched to Read codes, Read terms or free text from GP records.
Results:
Multimorbidity was identified in 31% of patients; under half of this group, 52,867 (14%), were identified from hospital records and 62,453 (17%) exclusively from GP records. Multimorbidity increased markedly with age, affecting over 60% of both sexes by 65-74 years. Under-estimation using hospitalisation data alone was greater for women, older people, Chinese and Europeans.
Conclusion:
Multimorbidity prevalence is substantially under-estimated if relying solely on hospital discharge data, capturing under half of the total multimorbidity burden found when GP-level data are included. These data sources need to be combined to properly recognise the complexity of care and health-system resources required to meet patient needs.
Related Concept Videos
Prevalence and Incidence
Prevalence indicates the proportion of individuals in a population who have a specific disease or health condition at a...
Methods of Documentation VI: Case Management Model
For example, a patient with a chronic illness...
Methods of Documentation II: POMR
Factors Affecting Illness
For instance, risk factors are connected to illness, disability,...
Principles of Disease Surveillance
Secondary Healthcare System