multimorbidity_patterns
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| multimorbidity_patterns [2026/08/12 14:02] – laura | multimorbidity_patterns [2026/08/12 14:24] (current) – laura | ||
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| ===== Background ===== | ===== Background ===== | ||
| - | Multimorbidity is commonly defined as the presence of two or more chronic non-communicable diseases in the same individual. However, a simple disease count does not describe which diseases occur together or distinguish between people with substantially different health profiles. The multimorbidity configurations in this secondary dataset provide a more informative classification of chronic disease combinations among older adults participating in Lifelines. | + | Multimorbidity is commonly defined as the presence of two or more chronic non-communicable diseases |
| The patterns were derived among adults aged 60 years or older. Forty-five chronic conditions were grouped into 14 non-communicable disease domains: cancer, major cardiovascular events, other heart and peripheral vascular conditions, hypertension, | The patterns were derived among adults aged 60 years or older. Forty-five chronic conditions were grouped into 14 non-communicable disease domains: cancer, major cardiovascular events, other heart and peripheral vascular conditions, hypertension, | ||
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| - | ===== Background | + | ===== Calculation and interpretation |
| + | For each general assessment, the number of affected disease domains was calculated by summing the 14 binary indicators. Participants with fewer than two affected domains were classified as having no multimorbidity, | ||
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| + | Latent class membership was estimated separately for the first and second assessment waves. The resulting variable describes membership in the latent disease configurations and includes a separate No NCDs category. The publication variable mcs combines the baseline latent class membership with the conventional multimorbidity definition. Participants with fewer than two disease domains are classified as No multimorbidity, | ||
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| + | ===== Variables ===== | ||
| + | | **Label English** | ||
| + | | Number of non-communicable diseases | ||
| + | | Multimorbidity classification | ||
| + | | Multimorbidity category (derived from dominant characteristics of each group, not clinical diagnoses) | ||
| + | | | | | mcs | ||
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| + | ===== Publications ===== | ||
| + | * [[https:// | ||
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