Aging & Longevity

Intrinsic capacity trajectories and health outcomes in home care settings: a Canadian population-based cohort study.

TL;DR

Five distinct intrinsic capacity trajectories were identified among home care recipients, demonstrating that longitudinal trajectory patterns capture clinically meaningful differences in ageing pathways not apparent from single assessments, with baseline IC level alone failing to fully capture subsequent outcome heterogeneity.

Key Findings

Five distinct intrinsic capacity (IC) trajectories were identified among Canadian home care recipients, demonstrating substantial heterogeneity in functional ageing patterns.

  • The study included 302,467 home care recipients.
  • 62.2% were female, with a median age of 81 years (IQR 14).
  • Most individuals followed declining trajectories, while smaller groups remained stable or showed improvement.
  • Group-based trajectory modelling was applied to routinely collected interRAI Home Care data.

Baseline IC level alone did not fully capture subsequent outcome heterogeneity, as individuals with moderate baseline IC had higher long-term care (LTC) admission rates than those with low baseline IC who improved.

  • Individuals with moderate baseline IC had LTC admission rates of 48.4%.
  • Individuals with low baseline IC who improved had LTC admission rates of 38.1%.
  • This difference (48.4% vs 38.1%) underscores the importance of longitudinal rather than single-point assessment.
  • Both mortality and LTC admission were examined as key outcomes.

Cognitive impairment was strongly associated with adverse IC trajectories.

  • Cognitive impairment was identified as a key factor linked to membership in trajectories associated with worse outcomes.
  • This association was observed across the population-based cohort of home care recipients.
  • The finding was derived from analysis of interRAI Home Care assessment data.

IC gains or improvements were most evident in the locomotion and psychological domains.

  • IC was derived across five domains consistent with the WHO intrinsic capacity framework.
  • Improvements were not uniformly distributed across domains, with locomotion and psychological domains showing the greatest gains.
  • This domain-level finding highlights differential capacity for recovery or improvement within the older adult home care population.

The study demonstrated that routinely collected interRAI Home Care data can be used to enable scalable, trajectory-informed care planning.

  • Data were derived from a population-based retrospective cohort using existing administrative and clinical data in Canada.
  • The authors suggest implications for earlier intervention, targeted service allocation, and improved planning across the continuum of care.
  • Further work was identified as required to translate findings into practical clinical tools to support early risk stratification at admission.

What This Means

This research followed over 300,000 Canadians receiving home care services and tracked how their overall physical and mental health capacity (called 'intrinsic capacity') changed over time. Rather than just measuring health at a single point, the researchers used statistical modeling to identify five distinct patterns of how health capacity evolved — most people declined over time, but some remained stable and others actually improved. This suggests that older adults receiving home care are not a uniform group; they follow meaningfully different health trajectories. A particularly important finding was that knowing someone's health level at the start of care was not enough to predict what would happen to them later. For example, people who started with moderate health capacity were more likely to end up in long-term care (48.4%) than people who started with low capacity but then improved (38.1%). This means that tracking how a person's health changes over time — not just measuring it once — gives a much more accurate picture of their risk. The research also found that cognitive impairment was strongly linked to worse health trajectories, while improvements were most commonly seen in mobility and mental/emotional wellbeing. This research suggests that health systems could use the routine assessment data already being collected for home care clients to better identify who is at risk of needing long-term care or who might benefit most from early intervention. Rather than relying on a snapshot in time, care planning informed by these longitudinal patterns could lead to more targeted and timely support for older adults living at home.

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Citation

Egbujie B, van Hout H, Heckman G, Geffen L, Morris J, Hirdes J. (2026). Intrinsic capacity trajectories and health outcomes in home care settings: a Canadian population-based cohort study.. Age and ageing. https://doi.org/10.1093/ageing/afag255