Skip to main content
. Author manuscript; available in PMC: 2019 Apr 3.
Published in final edited form as: J Intern Med. 2018 Nov 22;285(3):255–271. doi: 10.1111/joim.12843

Table 1.

Measures, definitions and operationalizations of multimorbidity, physical function and cognitive function in the cited literature

Measures and definitions Differences in operationalization

Multimorbidity
(1) Disease counts
Number of diseases on a continuous scale or categorized in accordance with specific cut-offs
(2) Patterns of diseases
Systematic associations amongst diseases defined on the basis of expert criteria or statistical associations
(3) Weighted indices
Scores derived from disease weights obtained for specific outcomes
(e.g. Charlson, CIRS)
(4) Speed of disease accumulation
Rate of change in the number of diseases in a given observation period
(5) Comorbidities of an index disease
Combinations of diseases that occur together with the index disorder
Diseases may include:
• Chronic or acute and chronic conditions
• Symptoms, syndromes and/or risk factors
• Conditions selected from specific existing lists or on the basis of a priori criteria such as the prevalence or predictability of specific outcomes
• Conditions that were self-reported, diagnosed by a physician or inferred from medication use
Impairment of physical function
(1) Mobility limitations
Limitations in the ability to move around that may eventually impair
a person’s ability to accomplish daily activities
(2) Strength limitations
Limitations in upper or lower limb muscle strength as defined by
specific thresholds
(3) Limitations in the activities of daily living (ADL)
Number of activities that a person can only accomplish with the help
of another person
• Mobility may be assessed with objective
tests (e.g. usual walking speed) or via self-
report (e.g. SF-36)
Strength may be objectively measured or
inferred from the self-reported ability to
perform specific tasks
• ADL may include personal ADL (PADL) and
instrumental ADL (IADL), counted sepa
rately or grouped in an overall score
• Measures of mobility and strength may be
embedded in a more comprehensive test
(e.g. SPPB, frailty phenotype)
Impairment of cognitive function
(1) Dementia
Loss of cognitive function that interferes with daily life and ADL
(2) Cognitive impairment
Difficulty with global cognitive function or specific domains of
cognitive function (e.g. memory, decision-making, concentration,
learning) that does not interfere with daily life and ADL
(3) Cognitive decline
Decline of global or specific domains of cognitive function over time
• Diagnosis of dementia may be based on
neuropsychological assessment by direct
clinical examination (e.g. NIA-AA, DSM) or
derived from hospital registries
• Dementia can be further classified by age of
symptom onset (early/late onset), symptom
severity (mild/moderate/severe) or demen
tia subtype (vascular/mixed/Alzheimer’s/ secondary)
• Cognitive impairment and decline may be
assessed by face-to-face neuropsychological
assessment, by telephone interview (e.g.
TICS) or reported by the affected person or a proxy
• Cognitive impairment and decline may be
assessed with global cognitive measures
(e.g. MMSE, MOCA, CDR, GDS) or domain
specific tests (e.g. digit symbol test for
evaluating attention)

ADL, activities of daily living; CDR, Clinical Dementia Rating; CIRS, Cumulative Illness Rating Scale; DSM, Diagnostic and Statistical Manual of Mental Disorders; GDS, Global Deterioration Scale; IADL, instrumental activities of daily living; MMSE, Mini-Mental State Examination; MOCA, Montreal Cognitive Assessment; NIA-AA, National Institute on Aging and Alzheimer’s Association; PADL, personal activities of daily living; SF-36, 36-Item Short Form Health Survey; SPBB, Short Physical Performance Battery; TICS, Telephone Interview for Cognitive Status.