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NCT Number: NCT07585864

Automated IADL Sensing to Refine Measurement of Older Adult Daily Activity

The instrumental activities of daily living (IADL) refer to complex daily activities required for adult independence, such as preparing a meal or taking medications. This study will assess the efficacy of sensing technologies (smartwatch, computer vision, eye tracking) for recognizing IADL activities in naturalistic settings and score performance relative to ratings from occupational therapists. If successful in assessing the efficiency of IADL, the sensing technologies will be a valuable addition to geriatric assessment.

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Key information

Age range

75 year and older

Sex eligibility

Female

Study type

Observational

Primary location

University of Pittsburgh

Pittsburgh, Pennsylvania, 15261, United States

Location status: Recruiting

Location contact

Andrea L Rosso, PhD

CONTACT

[email protected]

4123831066

Andrea L Rosso, PhD

PRINCIPAL_INVESTIGATOR

Steven M. Albert, PhD

PRINCIPAL_INVESTIGATOR

About this study

With declines in motor and cognitive function, even older adults living independently may be less efficient in performing daily activities, such as cooking and light housekeeping, which may signal an impending need for caregiver support and healthcare services. Clinicians currently lack automated tools for detecting early declines in daily activity. This research will assess the utility of motion sensors and computer vision assessment in detecting early deficits in the instrumental activities of daily living (IADL), in this case structured cooking and cleaning tasks performed in a standardized kitchen. Older adults with normal cognitive status and those with mild cognitive impairment will be recruited from a research registry to assess differences in performance.

Who can participate

Healthy volunteers accepted: Yes

Only the study team can determine whether someone qualifies for participation.

Inclusion criteria

  • Participant in University of Pittsburgh Pepper Center research registry
  • Age 75+
  • Female
  • Residing in community
  • Meets criteria for normal cognition or mild cognitive impairment on telephone screening (Memory Impairment Screen >= 5)
  • Daily, independent performance of cooking and light cleaning tasks

Exclusion criteria

  • Inability to provide informed consent
  • Meets criteria for possible dementia (Memory Impairment Screen <= 4)
  • Reports difficulty with activities of daily living (dressing, feeding oneself, using toilet, bathing)
  • Uses mobility assistance device for indoor ambulation
  • Medical conditions that may interfere with participation (e.g., severe untreated psychiatric disorders, unstable cardiovascular conditions, Parkinson's disease)
  • Current participation in other interventional studies or clinical trials.

Treatment and study plan

Primary outcomes

  1. Efficiency of IADL Performance

    Time frame: 15-minute telephone screening, 90-minute in-person assessment

    Machine learning composite based on candidate sensing metrics, such as time to complete each element of kitchen task, pacing of activity, corrections, repetition of movement, adjustments of posture, and need to review directions.

Secondary outcomes

  1. Concordance with Occupational Therapist Rating

    Time frame: One 90-min in-person assessment

    Agreement between machine-learning sensor categorization and occupational therapist assessment of standardized kitchen tasks.

Study contacts

Contact information is provided by the study sponsor or research team.

Andrea L Rosso, PhD

CONTACT

[email protected]

412-383-1066

Sponsors and collaborators

Lead sponsor

University of Pittsburgh

Other

Collaborators

  • National Institute on Aging (NIA)

Registry information

Important dates

Study start
2026
Primary completion
2026
Study completion
2027
First posted
May 14, 2026
Registry last updated
Jul 27, 2026

OpenTrials presents study information sourced from ClinicalTrials.gov. The official registry record should be consulted for the latest information.

View the official ClinicalTrials.gov record (opens in a new tab)

This listing is for discovery and informational purposes only. It is not medical advice, does not guarantee that a study is recruiting, and does not determine eligibility. Contact the study team and a qualified healthcare professional when considering participation.

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