ArticleScientific reports2025
Seniors' attitudes and intention toward IoT enabled healthcare devices in emerging economies.
Article in Scientific reports, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
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.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
2 citing papers in PubMed.
- Acceptance of Technological Innovations in Emergency Departments: An Empirical Study Based on an Extended TAM.Healthcare (Basel, Switzerland) · 2026Article
- Emerging trends and bibliometric analysis of internet of medical things for innovative healthcare (2016-2023).Digital healthReview
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
4 authors.
Funding
Abstract
This study aimed to investigate the factors influencing users' adoption of internet of things-enabled healthcare devices by incorporating two new constructs, perceived product value and perceived technology accuracy, into the united theory of acceptance and use of technology. A total of 772 participants were surveyed using convenience sampling, and partial least squares-structural equation modeling was employed to analyze the data. The results showed that all 'united theory of acceptance and use of technology' constructs, except for performance expectancy, had a significant impact on attitudes toward internet of things-enabled healthcare devices. Similarly, all constructs, apart from effort expectancy and facilitating conditions, substantially affected users' intentions to use such devices. Perceived product value was also a significant predictor of attitude toward and intention to use internet of things enabled devices. Furthermore, the effect of perceived technology accuracy on attitude was significant; however, it was insignificant for intention to use internet of things-enabled devices. Age and gender were found to moderate most relationships. Moreover, attitude towards internet of things-enabled devices was proven to be a significant mediator, except for performance expectancy. The findings provide valuable insights for companies that develop and market internet of things-enabled healthcare devices for older adults.
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What OpenQuestion holds
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.