Acceptance, adoption, and usability of information and communication technologies for people living with dementia and their care partners: a systematic review
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
PURPOSE: This review aims to examine the instruments, approaches, scales, or assessment tools used to evaluate technology acceptance, technology adoption, and usability of information and communication technologies (ICTs) for people living with dementia and their care partners. METHODS: A systematic literature review was conducted. Studies that explored the use of instruments, approaches, scales, or assessment tools to evaluate the technology acceptance and usability of ICTs for people living with dementia and their care partners were identified through five databases: Medline, EMBASE, CINAHL, Web of Science, and Scopus. RESULTS: We included 74 out of 2182 papers. The most common scales used included the System Usability Scale (SUS) (11%), the ISONORM 9241/10 Questionnaire (4%), and the Post-Study System Usability Questionnaire (PSSUQ) (4%). Most (59%) of the included approaches, however, were bespoke (i.e., created by the authors for a particular study) and were not named. The approaches or tools used to assess technology acceptance, technology adoption, and usability of ICTs that applied to people living with dementia had an average of 15 items and used an average of 5.23 scale points. CONCLUSION: There is no clear, standardised approach for assessing the technology acceptance, technology adoption, and usability of ICTs for people living with dementia and their care partners. The findings of this review may be used by academics to design and implement improved and more consistent assessment tools to assess technology acceptance, technology adoption, and usability of ICTs for people living with dementia and their care partners.IMPLICATIONS FOR REHABILITATIONThe number of ICTs for people with dementia and their care partners that can be used for rehabilitation is increasingThe most commonly recognized assessment tools used in this study were the SUS, ISONORM 9241/10, and PSSUQ questionnaires.For the custom assessment tools, the average number of items included in this study was 15 with five-point bidirectional labelling.There is no clear, standardized approach for assessing the technology acceptance, technology adoption, or usability of ICTs for people with dementia and their care partners.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.005 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.002 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.000 | 0.002 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it