ArticleAdvanced healthcare materials2021
Ethical Considerations of Wearable Technologies in Human Research.
Article in Advanced healthcare materials, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 17 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
17 citing papers in PubMed.
- Advances in Wearable Thermoelectric Devices: Strategies for Enhancing Wearability and Performance.Small science · 2026Review
- Wearable biomolecular sensing nanotechnologies in chronic disease management.Nature nanotechnology · 2025Review
- Indicators of mortality risk in ageing horses.GeroScience · 2025Article
- The Ethics of Decentralized Clinical Trials and Informed Consent: Taking Technologies' Soft Impacts into Account.Health care analysis : HCA : journal of health philosophy and policy · 2025Article
- Integrating Digital Health Innovations to Achieve Universal Health Coverage: Promoting Health Outcomes and Quality Through Global Public Health Equity.Healthcare (Basel, Switzerland) · 2025Review
- Exoskeletons for the rehabilitation of temporomandibular disorders: a comprehensive review.Frontiers in robotics and AI · 2025Review
- Tear-Based Ocular Wearable Biosensors for Human Health Monitoring.Biosensors · 2024Review
- Diving into Sweat: Advances, Challenges, and Future Directions in Wearable Sweat Sensing.ACS nano · 2024Review
- A Comprehensive Review on Harnessing Wearable Technology for Enhanced Depression Treatment.Cureus · 2024Review
- Attributes, Methods, and Frameworks Used to Evaluate Wearables and Their Companion mHealth Apps: Scoping Review.JMIR mHealth and uHealth · 2024Article
- Monitoring Resistance Training in Real Time with Wearable Technology: Current Applications and Future Directions.Bioengineering (Basel, Switzerland) · 2023Review
- Wearable Technologies and Stress: Toward an Ethically Grounded Approach.International journal of environmental research and public health · 2023Article
- Assessing Adherence to Multi-Modal Oura Ring Wearables From COVID-19 Detection Among Healthcare Workers.Cureus · 2023Article
- Skin-Interfaced Wearable Sweat Sensors for Precision Medicine.Chemical reviews · 2023Review
- Ethical considerations for researchers developing and testing minimal-risk devices.Nature communications · 2023Article
- Wearable chemical sensors for biomarker discovery in the omics era.Nature reviews. Chemistry · 2022Review
- Wearable Bioelectronics for Chronic Wound Management.Advanced functional materials · 2022Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
2 authors.
Funding
Abstract
Wearable technologies hold great promise for disease diagnosis and patient care. Despite the flourishing research activities in this field, only a handful of wearable devices are commercialized and cleared for medical usage. The successful translation of current proof-of-concept prototypes requires extensive in-human testing. There is a lag between current standards and operation protocols to guide the responsible and ethical conduct of researchers in such in-human studies and the rapid development of the field. This essay presents relevant ethical concerns in early-stage human research from a researcher's perspective.
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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.