NCT06032091

Brief Summary

Background: Almost 90% of people with dementia develop serious symptoms such as apathy, agitation, pain, and sleep disturbances. Movement and participation in daily activities also decrease dramatically over time. Traditional measures for these symptoms are usually in the form of a questionnaire and are not very accurate. Technology, such as a smartwatch, can be an effective tool for complementing traditional measures. Currently, there are few studies which look at activity and symptom measurements at the end-of-life. This makes results from this study extremely valuable for future care decisions, especially for people which may not be able to communicate their needs during the end-of-life period. Method/Design: DIgital PHenotyping in DEMentia (DIPH.DEM), a 3-year cross-sectional observational study (N=50), will look at activities, apathy, agitation, and sleep disturbances using sensing technologies to monitor participants at the end of life. The objective of the study is to use a smartwatch and wireless radar (bedside) device (Somnofy), in addition to validated assessment tools to describe the activity patterns for patients with dementia at the end of life (baseline and every 6.months). We hypothesize that this will enable better estimation of time of death, facilitating discussion surrounding improvement of end-of-life interventions and directives. Discussion: The use of sensors (smartwatch and wireless beside device) can provide valuable knowledge on living and dying with dementia, improve end-of-life directives, and provide guidance for timely, appropriate interventions, including referral to palliative services. Impact on society: DIPH.DEM has the potential to enable more timely, precise, and quality care for people with dementia living at home, in nursing homes, and hospitals.

Trial Health

57
Monitor

Trial Health Score

Automated assessment based on enrollment pace, timeline, and geographic reach

Trial has exceeded expected completion date
Enrollment
50

participants targeted

Target at P25-P50 for all trials

Timeline
Completed

Started May 2023

Typical duration for all trials

Geographic Reach
1 country

1 active site

Status
recruiting

Health score is calculated from publicly available data and should be used for screening purposes only.

Trial Relationships

Click on a node to explore related trials.

Study Timeline

Key milestones and dates

Study Start

First participant enrolled

May 2, 2023

Completed
1 month until next milestone

First Submitted

Initial submission to the registry

June 9, 2023

Completed
3 months until next milestone

First Posted

Study publicly available on registry

September 11, 2023

Completed
2.6 years until next milestone

Primary Completion

Last participant's last visit for primary outcome

May 1, 2026

Completed
Same day until next milestone

Study Completion

Last participant's last visit for all outcomes

May 1, 2026

Completed
Last Updated

May 10, 2024

Status Verified

October 1, 2023

Enrollment Period

3 years

First QC Date

June 9, 2023

Last Update Submit

May 8, 2024

Conditions

Keywords

end-of-life care

Outcome Measures

Primary Outcomes (2)

  • Activities of Daily Living (ADL) - Physical Self Maintenance Scale (PSMS), Lawton and Brody, 1969.

    Personal functional daily activities such as toileting, eating, self-care, movement/ambulation, transfers, bathing. 6 sections - scoring 1-5 on each, higher score indicates greater disability.

    Baseline and every 6.months (up to one year)

  • Digital biomarker estimations for apathy, agitation, pain, and sleep disturbances

    Estimation of activity changes and selected behavioral disturbances resulting from the combined digital phenotype modeling; these estimations are experimental and "scores" will be based on analysis of found data after data collection period.

    Baseline and every 6.months (up to one year), continuous up to 12 weeks if a serious health event occurs

Secondary Outcomes (5)

  • Neuropsychiatric Inventory - Nursing Home Version (NPI-NH)

    Baseline and every 6.months (up to one year)

  • Mobilization, Observation, Behavioral, Intensity Dementia (MOBID-2)

    Baseline and every 6.months (up to one year)

  • InterRai-Palliative Care (InterRai-PC)

    Baseline and every 6.months (up to one year)

  • Digital secondary outcomes

    Baseline and every 6.months (up to one year)

  • Edmonton Symptom Assessment System (ESAS++)

    Baseline and every 6.months (up to one year)

Other Outcomes (5)

  • Chart review

    Baseline

  • Clinical Dementia Rating (CDR)

    Baseline

  • General Medical Health Rating Scale (GMHR)

    Baseline

  • +2 more other outcomes

Study Arms (1)

Participants

Persons with dementia

Other: No intervention

Interventions

The study is observational and will not include any specific interventions other than the regular care practice that the participants receive from their care providers. The study will use a wrist-mounted smartwatch for monitoring. Previous studies show acceptability toward wearable devices among persons with dementia; however, if the care staff recognize discomfort or distress caused by the device, it will be immediately removed.

Participants

Eligibility Criteria

Age65 Years+
Sexall
Healthy VolunteersNo
Age GroupsOlder Adult (65+)
Sampling MethodNon-Probability Sample
Study Population

Older adults with dementia or cognitive impairment.

You may qualify if:

  • People with dementia or who have a likely diagnosis of dementia
  • Hospital (admitted for \>3 days)
  • Nursing home resident
  • \>64 years old

You may not qualify if:

  • People without dementia or cognitive impairment
  • People that are considered already in a health status emergency (\< 6 weeks to live)
  • People that are not living in the nursing home

Contact the study team to confirm eligibility.

Sponsors & Collaborators

Study Sites (1)

Bergen Røde Kors Sykehjem AS

Bergen, Vestland, 5043, Norway

RECRUITING

Related Publications (24)

  • Sallnow L, Smith R, Ahmedzai SH, Bhadelia A, Chamberlain C, Cong Y, Doble B, Dullie L, Durie R, Finkelstein EA, Guglani S, Hodson M, Husebo BS, Kellehear A, Kitzinger C, Knaul FM, Murray SA, Neuberger J, O'Mahony S, Rajagopal MR, Russell S, Sase E, Sleeman KE, Solomon S, Taylor R, Tutu van Furth M, Wyatt K; Lancet Commission on the Value of Death. Report of the Lancet Commission on the Value of Death: bringing death back into life. Lancet. 2022 Feb 26;399(10327):837-884. doi: 10.1016/S0140-6736(21)02314-X. Epub 2022 Feb 1. No abstract available.

    PMID: 35114146BACKGROUND
  • Sandvik RK, Selbaek G, Bergh S, Aarsland D, Husebo BS. Signs of Imminent Dying and Change in Symptom Intensity During Pharmacological Treatment in Dying Nursing Home Patients: A Prospective Trajectory Study. J Am Med Dir Assoc. 2016 Sep 1;17(9):821-7. doi: 10.1016/j.jamda.2016.05.006. Epub 2016 Jun 16.

    PMID: 27321869BACKGROUND
  • Abbott KM, Bangerter LR, Humes S, Klumpp R, Van Haitsma K. "It's important, but...": Perceived Barriers and Situational Dependencies to Social Contact Preferences of Nursing Home Residents. Gerontologist. 2018 Nov 3;58(6):1126-1135. doi: 10.1093/geront/gnx109.

    PMID: 28645167BACKGROUND
  • Vik-Mo AO, Giil LM, Borda MG, Ballard C, Aarsland D. The individual course of neuropsychiatric symptoms in people with Alzheimer's and Lewy body dementia: 12-year longitudinal cohort study. Br J Psychiatry. 2020 Jan;216(1):43-48. doi: 10.1192/bjp.2019.195.

    PMID: 31506117BACKGROUND
  • Faeo SE, Husebo BS, Bruvik FK, Tranvag O. "We live as good a life as we can, in the situation we're in" - the significance of the home as perceived by persons with dementia. BMC Geriatr. 2019 Jun 6;19(1):158. doi: 10.1186/s12877-019-1171-6.

    PMID: 31170916BACKGROUND
  • Husebo BS, Heintz HL, Berge LI, Owoyemi P, Rahman AT, Vahia IV. Sensing Technology to Monitor Behavioral and Psychological Symptoms and to Assess Treatment Response in People With Dementia. A Systematic Review. Front Pharmacol. 2020 Feb 4;10:1699. doi: 10.3389/fphar.2019.01699. eCollection 2019.

    PMID: 32116687BACKGROUND
  • Vahia IV, Forester BP. Motion mapping in humans as a biomarker for psychiatric disorders. Neuropsychopharmacology. 2019 Jan;44(1):231-232. doi: 10.1038/s41386-018-0205-7. No abstract available.

    PMID: 30214060BACKGROUND
  • Au-Yeung WM, Miller L, Beattie Z, May R, Cray HV, Kabelac Z, Katabi D, Kaye J, Vahia IV. Monitoring Behaviors of Patients With Late-Stage Dementia Using Passive Environmental Sensing Approaches: A Case Series. Am J Geriatr Psychiatry. 2022 Jan;30(1):1-11. doi: 10.1016/j.jagp.2021.04.008. Epub 2021 Apr 22.

    PMID: 34039534BACKGROUND
  • Torrado JC, Husebo BS, Allore HG, Erdal A, Faeo SE, Reithe H, Forsund E, Tzoulis C, Patrascu M. Digital phenotyping by wearable-driven artificial intelligence in older adults and people with Parkinson's disease: Protocol of the mixed method, cyclic ActiveAgeing study. PLoS One. 2022 Oct 14;17(10):e0275747. doi: 10.1371/journal.pone.0275747. eCollection 2022.

    PMID: 36240173BACKGROUND
  • Schuurmans AAT, de Looff P, Nijhof KS, Rosada C, Scholte RHJ, Popma A, Otten R. Validity of the Empatica E4 Wristband to Measure Heart Rate Variability (HRV) Parameters: a Comparison to Electrocardiography (ECG). J Med Syst. 2020 Sep 23;44(11):190. doi: 10.1007/s10916-020-01648-w.

    PMID: 32965570BACKGROUND
  • Toften S, Pallesen S, Hrozanova M, Moen F, Gronli J. Validation of sleep stage classification using non-contact radar technology and machine learning (Somnofy(R)). Sleep Med. 2020 Nov;75:54-61. doi: 10.1016/j.sleep.2020.02.022. Epub 2020 Mar 6.

    PMID: 32853919BACKGROUND
  • Jorm AF. The Informant Questionnaire on cognitive decline in the elderly (IQCODE): a review. Int Psychogeriatr. 2004 Sep;16(3):275-93. doi: 10.1017/s1041610204000390.

    PMID: 15559753BACKGROUND
  • Reisberg B. Functional assessment staging (FAST). Psychopharmacol Bull. 1988;24(4):653-9. No abstract available.

    PMID: 3249767BACKGROUND
  • Evensen S, Hylen Ranhoff A, Lydersen S, Saltvedt I. The delirium screening tool 4AT in routine clinical practice: prediction of mortality, sensitivity and specificity. Eur Geriatr Med. 2021 Aug;12(4):793-800. doi: 10.1007/s41999-021-00489-1. Epub 2021 Apr 4.

    PMID: 33813725BACKGROUND
  • Thorpe O, McCabe E, Herrero EM, Doyle WO, Dillon A, Edge L, Flynn S, Mullen A, Davis A, Molamphy A, Kirwan A, Briggs R, Lavan AH, Shields D, McMahon G, Hennessy A, Kennedy U, Staunton P, Kidney E, Yeung SJ, Glynn D, Horgan F, Cunningham C, Romero-Ortuno R. Scoring the Clinical Frailty Scale in the Emergency Department: The Home FIRsT Experience. J Frailty Sarcopenia Falls. 2022 Jun 1;7(2):95-100. doi: 10.22540/JFSF-07-095. eCollection 2022 Jun.

    PMID: 35775090BACKGROUND
  • Lyketsos CG, Galik E, Steele C, Steinberg M, Rosenblatt A, Warren A, Sheppard JM, Baker A, Brandt J. The General Medical Health Rating: a bedside global rating of medical comorbidity in patients with dementia. J Am Geriatr Soc. 1999 Apr;47(4):487-91. doi: 10.1111/j.1532-5415.1999.tb07245.x.

    PMID: 10203127BACKGROUND
  • Hui D, Bruera E. The Edmonton Symptom Assessment System 25 Years Later: Past, Present, and Future Developments. J Pain Symptom Manage. 2017 Mar;53(3):630-643. doi: 10.1016/j.jpainsymman.2016.10.370. Epub 2016 Dec 29.

    PMID: 28042071BACKGROUND
  • Selbaek G, Kirkevold O, Sommer OH, Engedal K. The reliability and validity of the Norwegian version of the Neuropsychiatric Inventory, nursing home version (NPI-NH). Int Psychogeriatr. 2008 Apr;20(2):375-82. doi: 10.1017/S1041610207005601. Epub 2007 Jun 11.

    PMID: 17559707BACKGROUND
  • Husebo BS, Ostelo R, Strand LI. The MOBID-2 pain scale: reliability and responsiveness to pain in patients with dementia. Eur J Pain. 2014 Nov;18(10):1419-30. doi: 10.1002/ejp.507. Epub 2014 May 5.

    PMID: 24799157BACKGROUND
  • Park C, Mishra R, Golledge J, Najafi B. Digital Biomarkers of Physical Frailty and Frailty Phenotypes Using Sensor-Based Physical Activity and Machine Learning. Sensors (Basel). 2021 Aug 5;21(16):5289. doi: 10.3390/s21165289.

    PMID: 34450734BACKGROUND
  • Browne B, Kupeli N, Moore KJ, Sampson EL, Davies N. Defining end of life in dementia: A systematic review. Palliat Med. 2021 Dec;35(10):1733-1746. doi: 10.1177/02692163211025457. Epub 2021 Jun 17.

    PMID: 34137314BACKGROUND
  • Taylor-Rowan M, Nafisi S, Owen R, Duffy R, Patel A, Burton JK, Quinn TJ. Informant-based screening tools for dementia: an overview of systematic reviews. Psychol Med. 2023 Jan;53(2):580-589. doi: 10.1017/S0033291721002002. Epub 2021 May 25.

    PMID: 34030753BACKGROUND
  • Puaschitz NG, Jacobsen FF, Mannseth J, Angeles RC, Berge LI, Gedde MH, Husebo BS. Factors associated with access to assistive technology and telecare in home-dwelling people with dementia: baseline data from the LIVE@Home.Path trial. BMC Med Inform Decis Mak. 2021 Sep 15;21(1):264. doi: 10.1186/s12911-021-01627-2.

    PMID: 34525979BACKGROUND
  • Johansen RH, Olsen K, Bergh S, Benth JS, Selbaek G, Helvik AS. Course of activities of daily living in nursing home residents with dementia from admission to 36-month follow-up. BMC Geriatr. 2020 Nov 20;20(1):488. doi: 10.1186/s12877-020-01877-1.

    PMID: 33218298BACKGROUND

MeSH Terms

Conditions

Dementia

Condition Hierarchy (Ancestors)

Brain DiseasesCentral Nervous System DiseasesNervous System DiseasesNeurocognitive DisordersMental Disorders

Study Officials

  • Bettina S Husebo, MD, PhD

    University of Bergen, Center for Elderly and Nursing Home Medicine, Neuro-SysMed Center

    STUDY DIRECTOR
  • Monica Patrascu, Eng, PhD

    University of Bergen, Center for Elderly and Nursing Home Medicine, Neuro-SysMed Center

    PRINCIPAL INVESTIGATOR
  • Lydia Boyle, MSc, DPT

    University of Bergen, Center for Elderly and Nursing Home Medicine, Neuro-SysMed Center

    STUDY CHAIR

Central Study Contacts

Lydia Dawn Boyle, MSc, DPT

CONTACT

Monica Patrascu, Eng, PhD

CONTACT

Study Design

Study Type
observational
Observational Model
COHORT
Time Perspective
PROSPECTIVE
Sponsor Type
OTHER
Responsible Party
SPONSOR

Study Record Dates

First Submitted

June 9, 2023

First Posted

September 11, 2023

Study Start

May 2, 2023

Primary Completion

May 1, 2026

Study Completion

May 1, 2026

Last Updated

May 10, 2024

Record last verified: 2023-10

Locations