ArticleJournal of medical Internet research2019
A Novel Instrument for Measuring Older People's Attitudes Toward Technology (TechPH): Development and Validation.
Article in Journal of medical Internet research, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT04385797 (Cognitive Outcomes During COVID-19 confiNemeNt in Elderly and Their Caregivers Using Technologies for DEMentia), which is not on this map. Cited by 40 papers, 1 of them a synthesis that pooled it.
What it found
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Cognitive Outcomes During COVID-19 confiNemeNt in Elderly and Their Caregivers Using Technologies for DEMentia
Who cites it
40 citing papers in PubMed, 1 synthesis or guideline pooled it, 80 citations in OpenAlex.
- Patient-Related Barriers to Digital Technology Adoption in Alzheimer Disease: Systematic Review.JMIR aging · 2025Pooled it
- The Impact of COVID-19 Confinement on Cognition and Mental Health and Technology Use Among Socially Vulnerable Older People: Retrospective Cohort Study.Journal of medical Internet research · 2022Trial
- Cognitive Training Intervention Adherence in Older Women with Cardiovascular Disease: A Secondary Analysis of the MindMoves Trial.The Journal of cardiovascular nursingTrial
- Current Status and Associated Factors of Technophobia Toward Digital Health Technologies Among Older Patients With Stroke: Mixed Methods Study.Journal of medical Internet research · 2026Article
- Article
- Implementing Caring Technologies and Social Mobilisation for Older Adults: A Mixed-Methods Evaluation Across Seven European Case Studies.International journal of environmental research and public health · 2026Article
- Telemedicine Service Experience Questionnaire for Chinese Outpatients: Development and Validation Study.JMIR human factors · 2026Article
- Cultural Adaptation, Translation and Psychometric Validation of a Technology and eHealth Literacy Questionnaire Among Albanian Undergraduate Nursing Students.Nursing reports (Pavia, Italy) · 2026Article
- An Integrated Analysis of Factors Influencing Acceptance of Care Robots Among Older Korean Adults.Healthcare (Basel, Switzerland) · 2026Article
- Perceived usefulness of new technologies in palliative care volunteering: mixed-methods study with stakeholders.BMC palliative care · 2025Article
- Examining sleep health and its associations with technology use among older adults in Sweden: insights from a population-based study.BMC public health · 2025Article
- Unlocking Self-Esteem in Older Adults: A Conceptual Exploration of Technological Proficiency and Its Effects.Behavioral sciences (Basel, Switzerland) · 2025Review
- Article
- Precision Emotion and Affective Context (PEAC) process model: a theoretical framework for creating the affective circumstances that promote engagement.Frontiers in psychology · 2025Article
- Validity and reliability of the TechPH scale in assessing Iranian older adults' attitudes toward technology.BMC geriatrics · 2024Article
- Nursing Students' Attitudes Toward Technology: Multicenter Cross-Sectional Study.JMIR medical education · 2024Article
- Evaluating the impact of a peer-education digital literacy course on older adults' digital skills and wellbeing: a mixed-methods study protocol.Frontiers in sociology · 2024Article
- Association Between Clinician-Level Factors and Patient Outcomes in Virtual and In-Person Outpatient Treatment for Substance Use Disorders: Multilevel Analysis.JMIR human factors · 2023Article
- Screen or No Screen? Lessons Learnt from a Real-World Deployment Study of Using Voice Assistants With and Without Touchscreen for Older Adults.ASSETS. Annual ACM Conference on Assistive Technologies · 2023Article
- Understanding Barriers and Facilitators to Online and App Activities for People Living With Dementia and Their Supporters.Journal of geriatric psychiatry and neurology · 2023Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
3 authors at 1 institution in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundThe use of health technology by older people is coming increasingly in focus with the demographic changes. Health information technology is generally perceived as an important factor in enabling increased quality of life and reducing the cost of care for this group. Age-appropriate design and facilitation of technology adoption are important to ensure functionality and removal of various barriers to usage. Development of assessment tools and instruments for evaluating older persons' technology adoption and usage as well as measuring the effects of the interventions are of high priority. Both usability and acceptance of a specific technology or service are important factors in evaluating the impact of a health information technology intervention. Psychometric measures are seldom included in evaluations of health technology. However, basic attitudes and sentiments toward technology (eg, technophilia) could be argued to influence both the level of satisfaction with the technology itself as well as the perception of the health intervention outcome.
objectiveThe purpose of this study is to develop a reduced and refined instrument for measuring older people's attitudes and enthusiasm for technology based on relevant existing instruments for measuring technophilia. A requirement of the new instrument is that it should be short and simple to make it usable for evaluation of health technology for older people.
methodsInitial items for the TechPH questionnaire were drawn from a content analysis of relevant existing technophilia measure instruments. An exploratory factor analysis was conducted in a random selection of persons aged 65 years or older (N=374) on eight initial items. The scale was reduced to six items, and the internal consistency and reliability of the scale were examined. Further validation was made by a confirmatory factor analysis (CFA).
resultsThe exploratory factor analysis resulted in two factors. These factors were analyzed and labeled techEnthusiasm and techAnxiety. They demonstrated relatively good internal consistency (Cronbach alpha=.72 and .68, respectively). The factors were confirmed in the CFA and showed good model fit (χ
conclusionsThe construed TechPH score showed expected relations to external real-world criteria, and the two factors showed interesting internal relations. Different technophilia personality traits distinguish clusters with different behaviors of adaptation as well as usage of new technology. Whether there is an independent association with the TechPH score against outcomes in health technology projects needs to be shown in further studies. The instrument must also be validated in different contexts, such as other countries.
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Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.