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Co-calibrating Physical and Psychological Outcomes and
Consumer Wearable Activity Outcomes in Older Adults:
An Evaluation of the coQoL Method
Vlad Manea, Igor Matias, Katarzyna Wac
manea@di.ku.dk, igor.matias@unige.ch, katarzyna.wac@unige.ch
Quality of Life Technologies Lab
University of Geneva & University of Copenhagen
qol.unige.ch
Motivation
Research Problem: Co-Calibration
TechROs
Emerging
?
Gold Standard
PROs
Igor Matias, M.Sc., Ph.D. Student TA @ Université de Genève | igor.matias@unige.ch | www.igormatias.com
www.qualityoflifetechnologies.com | © QoL Lab 2021
Manea V., Wac K. Co-Calibrating Physical and Psychological Outcomes and Consumer Wearable Activity
Outcomes in Older Adults: An Evaluation of the coQoL Method, MDPI Journal of Personalized Medicine, 2020
3
Method
Measured Outcomes (PROs)
Self-Reported Measures (PROs)
● Filled during subsequent group visits (3 waves)
● N = 39 (age 70.0 ± 7.2), up to 2,5 years
Measures (Validated Scale)
● Physical Activity (IPAQ)
● Social Support (MSPSS)
● Anxiety/Depression (GADS)
● Mediterranean Diet (PREDIMED)
● Nutrition (SelfMNA)
● Memory (MFE)
● Sleep Quality (PSQI)
● Health-Related Quality of Life (EQ5D3L)
Igor Matias, M.Sc., Ph.D. Student TA @ Université de Genève | igor.matias@unige.ch | www.igormatias.com
www.qualityoflifetechnologies.com | © QoL Lab 2021
Manea V., Wac K. Co-Calibrating Physical and Psychological Outcomes and Consumer Wearable Activity
Outcomes in Older Adults: An Evaluation of the coQoL Method, MDPI Journal of Personalized Medicine, 2020
5
Measures (Daily)
● Energy expenditure
● Steps
● Distance
● Sedentary duration
● Physical activity durations (light, moderate, vigorous)
● Sleep duration
● Heart rate
Devices (TechROs)
● Fitbit Charge 2
Measured Outcomes (TechROs)
Igor Matias, M.Sc., Ph.D. Student TA @ Université de Genève | igor.matias@unige.ch | www.igormatias.com
www.qualityoflifetechnologies.com | © QoL Lab 2021
Manea V., Wac K. Co-Calibrating Physical and Psychological Outcomes and Consumer Wearable Activity
Outcomes in Older Adults: An Evaluation of the coQoL Method, MDPI Journal of Personalized Medicine, 2020
6
Results
Anxiety / Depression (GADS): Co-Calibrations
Notable PROs (contours of correlations 0.8+)
● All participants
○ Q5A Sleeping poorly
● Healthy participants
○ Q7A Trembling
Igor Matias, M.Sc., Ph.D. Student TA @ Université de Genève | igor.matias@unige.ch | www.igormatias.com
www.qualityoflifetechnologies.com | © QoL Lab 2021
Manea V., Wac K. Co-Calibrating Physical and Psychological Outcomes and Consumer Wearable Activity
Outcomes in Older Adults: An Evaluation of the coQoL Method, MDPI Journal of Personalized Medicine, 2020
8
Memory (MFE): Co-Calibrations
Notable PROs (contours of correlations 0.8+)
● All participants
○ Q24 Forgetting where things are kept
● Healthy participants
○ Q14 Forgetting to do planned things
● Participants with mild disease
○ Q18 Forgetting to tell somebody
something important
Igor Matias, M.Sc., Ph.D. Student TA @ Université de Genève | igor.matias@unige.ch | www.igormatias.com
www.qualityoflifetechnologies.com | © QoL Lab 2021
Manea V., Wac K. Co-Calibrating Physical and Psychological Outcomes and Consumer Wearable Activity
Outcomes in Older Adults: An Evaluation of the coQoL Method, MDPI Journal of Personalized Medicine, 2020
9
Applicability
Applicability: Behavior Changes preceding Dementia
TechROs
Emerging
?
Gold Standard
PROs
Igor Matias, M.Sc., Ph.D. Student TA @ Université de Genève | igor.matias@unige.ch | www.igormatias.com
www.qualityoflifetechnologies.com | © QoL Lab 2021
Manea V., Wac K. Co-Calibrating Physical and Psychological Outcomes and Consumer Wearable Activity
Outcomes in Older Adults: An Evaluation of the coQoL Method, MDPI Journal of Personalized Medicine, 2020
11
Manea V., Wac K. Co-Calibrating Physical and Psychological Outcomes and Consumer Wearable Activity
Outcomes in Older Adults: An Evaluation of the coQoL Method, MDPI Journal of Personalized Medicine, 2020
Quality of Life Technologies Lab
University of Geneva & University of Copenhagen
qol.unige.ch
Co-calibrating Physical and Psychological Outcomes and
Consumer Wearable Activity Outcomes in Older Adults:
An Evaluation of the coQoL Method
Vlad Manea, Igor Matias, Katarzyna Wac
manea@di.ku.dk, igor.matias@unige.ch, katarzyna.wac@unige.ch

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Co-Calibrating Physical and Psychological Outcomes and Consumer Wearable Activity Outcomes in Older Adults: An Evaluation of the coQoL Method

  • 1. Co-calibrating Physical and Psychological Outcomes and Consumer Wearable Activity Outcomes in Older Adults: An Evaluation of the coQoL Method Vlad Manea, Igor Matias, Katarzyna Wac manea@di.ku.dk, igor.matias@unige.ch, katarzyna.wac@unige.ch Quality of Life Technologies Lab University of Geneva & University of Copenhagen qol.unige.ch
  • 3. Research Problem: Co-Calibration TechROs Emerging ? Gold Standard PROs Igor Matias, M.Sc., Ph.D. Student TA @ Université de Genève | igor.matias@unige.ch | www.igormatias.com www.qualityoflifetechnologies.com | © QoL Lab 2021 Manea V., Wac K. Co-Calibrating Physical and Psychological Outcomes and Consumer Wearable Activity Outcomes in Older Adults: An Evaluation of the coQoL Method, MDPI Journal of Personalized Medicine, 2020 3
  • 5. Measured Outcomes (PROs) Self-Reported Measures (PROs) ● Filled during subsequent group visits (3 waves) ● N = 39 (age 70.0 ± 7.2), up to 2,5 years Measures (Validated Scale) ● Physical Activity (IPAQ) ● Social Support (MSPSS) ● Anxiety/Depression (GADS) ● Mediterranean Diet (PREDIMED) ● Nutrition (SelfMNA) ● Memory (MFE) ● Sleep Quality (PSQI) ● Health-Related Quality of Life (EQ5D3L) Igor Matias, M.Sc., Ph.D. Student TA @ Université de Genève | igor.matias@unige.ch | www.igormatias.com www.qualityoflifetechnologies.com | © QoL Lab 2021 Manea V., Wac K. Co-Calibrating Physical and Psychological Outcomes and Consumer Wearable Activity Outcomes in Older Adults: An Evaluation of the coQoL Method, MDPI Journal of Personalized Medicine, 2020 5
  • 6. Measures (Daily) ● Energy expenditure ● Steps ● Distance ● Sedentary duration ● Physical activity durations (light, moderate, vigorous) ● Sleep duration ● Heart rate Devices (TechROs) ● Fitbit Charge 2 Measured Outcomes (TechROs) Igor Matias, M.Sc., Ph.D. Student TA @ Université de Genève | igor.matias@unige.ch | www.igormatias.com www.qualityoflifetechnologies.com | © QoL Lab 2021 Manea V., Wac K. Co-Calibrating Physical and Psychological Outcomes and Consumer Wearable Activity Outcomes in Older Adults: An Evaluation of the coQoL Method, MDPI Journal of Personalized Medicine, 2020 6
  • 8. Anxiety / Depression (GADS): Co-Calibrations Notable PROs (contours of correlations 0.8+) ● All participants ○ Q5A Sleeping poorly ● Healthy participants ○ Q7A Trembling Igor Matias, M.Sc., Ph.D. Student TA @ Université de Genève | igor.matias@unige.ch | www.igormatias.com www.qualityoflifetechnologies.com | © QoL Lab 2021 Manea V., Wac K. Co-Calibrating Physical and Psychological Outcomes and Consumer Wearable Activity Outcomes in Older Adults: An Evaluation of the coQoL Method, MDPI Journal of Personalized Medicine, 2020 8
  • 9. Memory (MFE): Co-Calibrations Notable PROs (contours of correlations 0.8+) ● All participants ○ Q24 Forgetting where things are kept ● Healthy participants ○ Q14 Forgetting to do planned things ● Participants with mild disease ○ Q18 Forgetting to tell somebody something important Igor Matias, M.Sc., Ph.D. Student TA @ Université de Genève | igor.matias@unige.ch | www.igormatias.com www.qualityoflifetechnologies.com | © QoL Lab 2021 Manea V., Wac K. Co-Calibrating Physical and Psychological Outcomes and Consumer Wearable Activity Outcomes in Older Adults: An Evaluation of the coQoL Method, MDPI Journal of Personalized Medicine, 2020 9
  • 11. Applicability: Behavior Changes preceding Dementia TechROs Emerging ? Gold Standard PROs Igor Matias, M.Sc., Ph.D. Student TA @ Université de Genève | igor.matias@unige.ch | www.igormatias.com www.qualityoflifetechnologies.com | © QoL Lab 2021 Manea V., Wac K. Co-Calibrating Physical and Psychological Outcomes and Consumer Wearable Activity Outcomes in Older Adults: An Evaluation of the coQoL Method, MDPI Journal of Personalized Medicine, 2020 11
  • 12. Manea V., Wac K. Co-Calibrating Physical and Psychological Outcomes and Consumer Wearable Activity Outcomes in Older Adults: An Evaluation of the coQoL Method, MDPI Journal of Personalized Medicine, 2020 Quality of Life Technologies Lab University of Geneva & University of Copenhagen qol.unige.ch Co-calibrating Physical and Psychological Outcomes and Consumer Wearable Activity Outcomes in Older Adults: An Evaluation of the coQoL Method Vlad Manea, Igor Matias, Katarzyna Wac manea@di.ku.dk, igor.matias@unige.ch, katarzyna.wac@unige.ch