Digital Cognitive Training in MCI and Early AD: Real World Evidence and Insights from a Large Online Cohort. (20th December 2022)
- Record Type:
- Journal Article
- Title:
- Digital Cognitive Training in MCI and Early AD: Real World Evidence and Insights from a Large Online Cohort. (20th December 2022)
- Main Title:
- Digital Cognitive Training in MCI and Early AD: Real World Evidence and Insights from a Large Online Cohort
- Authors:
- Schafer, Robert J
Osman, Allen M
Jaffe, Paul I
Kerlan, Kelsey
Ng, Nicole F
Offidani, Emanuela
Doraiswamy, P. Murali - Abstract:
- Abstract: Background: The 21st Century Cures Act highlights the value of evidence obtained outside of traditional clinical trials (real world evidence, RWE) to enhance trial design and support health care decision making. Increasing use of computers and smartphones has accelerated the generation of RWE and enabled digital therapies including computerized cognitive training (CCT). CCT offers promise for improving cognitive outcomes in MCI and AD, but its effectiveness has not been fully established. Toward this end, we examined RWE on the effectiveness of CCT in MCI/AD using a large online dataset. Method: We analyzed de‐identified data from a cohort of 82, 984 individuals who participated in an online CCT program (Lumosity). Of these, 3514 reported a diagnosis of MCI or AD while the rest served as controls (N = 79, 470). Participants completed the NeuroCognitive Performance Test (NCPT), a validated, computerized, online neuropsychological battery. A subset also completed a survey assessing real‐world cognitive functioning (RWC survey). Measures on both instruments were examined at baseline and after varying doses of CCT. Result: At baseline, the MCI/AD cohort was significantly impaired on all eight NCPT cognitive subtests and the NCPT composite measure of global cognition compared to demographics‐matched controls (p<0.0001, N = 3514 MCI/AD, 79, 470 healthy). The MCI/AD cohort was also impaired on the RWC survey (p<0.0001 for the composite score), particularly on itemsAbstract: Background: The 21st Century Cures Act highlights the value of evidence obtained outside of traditional clinical trials (real world evidence, RWE) to enhance trial design and support health care decision making. Increasing use of computers and smartphones has accelerated the generation of RWE and enabled digital therapies including computerized cognitive training (CCT). CCT offers promise for improving cognitive outcomes in MCI and AD, but its effectiveness has not been fully established. Toward this end, we examined RWE on the effectiveness of CCT in MCI/AD using a large online dataset. Method: We analyzed de‐identified data from a cohort of 82, 984 individuals who participated in an online CCT program (Lumosity). Of these, 3514 reported a diagnosis of MCI or AD while the rest served as controls (N = 79, 470). Participants completed the NeuroCognitive Performance Test (NCPT), a validated, computerized, online neuropsychological battery. A subset also completed a survey assessing real‐world cognitive functioning (RWC survey). Measures on both instruments were examined at baseline and after varying doses of CCT. Result: At baseline, the MCI/AD cohort was significantly impaired on all eight NCPT cognitive subtests and the NCPT composite measure of global cognition compared to demographics‐matched controls (p<0.0001, N = 3514 MCI/AD, 79, 470 healthy). The MCI/AD cohort was also impaired on the RWC survey (p<0.0001 for the composite score), particularly on items related to concentration or forgetfulness. Engagement with CCT varied among MCI/AD subjects with 2+ assessment timepoints (N = 1934), with an average of 340 CCT games played (SD = 482) over 112 days between assessments (SD = 104). The change from baseline in the NCPT composite measure increased with amount of CCT (p<0.0001, Cohen's d = 0.31). RWC survey items also improved with training in a subset who completed them at multiple timepoints (p = 0.0530, N = 162). Conclusion: This study provides RWE for the efficacy of CCT in MCI/AD on both objective and patient rated cognitive outcomes. The study also provides insights into dose effects. Such RWE will help optimize CCT interventions to improve cognitive symptoms of MCI and AD. … (more)
- Is Part Of:
- Alzheimer's & dementia. Volume 18(2022)Supplement 11
- Journal:
- Alzheimer's & dementia
- Issue:
- Volume 18(2022)Supplement 11
- Issue Display:
- Volume 18, Issue 11 (2022)
- Year:
- 2022
- Volume:
- 18
- Issue:
- 11
- Issue Sort Value:
- 2022-0018-0011-0000
- Page Start:
- n/a
- Page End:
- n/a
- Publication Date:
- 2022-12-20
- Subjects:
- Alzheimer's disease -- Periodicals
Alzheimer Disease -- Periodicals
Dementia -- Periodicals
Démence
Maladie d'Alzheimer
Périodique électronique (Descripteur de forme)
Ressource Internet (Descripteur de forme)
616.83 - Journal URLs:
- http://www.sciencedirect.com/science/journal/15525260 ↗
http://www.elsevier.com/journals ↗ - DOI:
- 10.1002/alz.066228 ↗
- Languages:
- English
- ISSNs:
- 1552-5260
- Deposit Type:
- Legaldeposit
- View Content:
- Available online (eLD content is only available in our Reading Rooms) ↗
- Physical Locations:
- British Library DSC - 0806.255333
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