ArticleFrontiers in public health2021
What Factors Predict the Adoption of Type 2 Diabetes Patients to Wearable Activity Trackers-Application of Diffusion of Innovation Theory.
Article in Frontiers in public health, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 7 papers, 1 of them a synthesis that pooled it.
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
7 citing papers in PubMed, 1 synthesis or guideline pooled it.
- Investigating the application of IoT mobile app and healthcare services for diabetic elderly: A systematic review.PloS one · 2025Pooled it
- Managing Diabetes One Step at a Time in Low- and Middle-Income Countries: The Promise of Wearable Devices.Chronic diseases and translational medicine · 2025Article
- The use of consumer-grade physical activity monitors: Insight into psychosocial determinants and technology acceptance.Contemporary clinical trials communications · 2025Article
- Examining How Adults With Diabetes Use Technologies to Support Diabetes Self-Management: Mixed Methods Study.JMIR diabetes · 2025Article
- Are Wearables Effective in LMICs?Public health reviews · 2025Review
- Adoption of Wearable Insulin Biosensors for Diabetes Management: A Cross-Sectional Study.Cureus · 2023Article
- Behavioral Interpretation of Willingness to Use Wearable Health Devices in Community Residents: A Cross-Sectional Study.International journal of environmental research and public health · 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
6 authors.
Funding
Abstract
PubMed holds no abstract for this paper.
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Identifiers
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.