ArticleJournal of personalized medicine2012
Health 2050: The Realization of Personalized Medicine through Crowdsourcing, the Quantified Self, and the Participatory Biocitizen.
Article in Journal of personalized medicine, 2012. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 90 papers, 2 of them syntheses 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
90 citing papers in PubMed, 2 syntheses or guidelines pooled it.
- 2021 ISHNE/ HRS/ EHRA/ APHRS collaborative statement on mHealth in Arrhythmia Management: Digital Medical Tools for Heart Rhythm Professionals: From the International Society for Holter and Noninvasive Electrocardiology/Heart Rhythm Society/European Heart Rhythm Association/Asia Pacific Heart Rhythm Society.Annals of noninvasive electrocardiology : the official journal of the International Society for Holter and Noninvasive Electrocardiology, Inc · 2021Guideline
- Activity Theory as a Theoretical Framework for Health Self-Quantification: A Systematic Review of Empirical Studies.Journal of medical Internet research · 2016Pooled it
- A Novel User Utility Score for Diabetes Management Using Tailored Mobile Coaching: Secondary Analysis of a Randomized Controlled Trial.JMIR mHealth and uHealth · 2021Trial
- Implementing 360° Quantified Self for childhood obesity: feasibility study and experiences from a weight loss camp in Qatar.BMC medical informatics and decision making · 2017Trial
- Beyond Individual Responsibilisation: How Social Relations are Mobilised in Communication About a Dementia Self-Testing App.Health care analysis : HCA : journal of health philosophy and policy · 2026Article
- Epistemic agency in self-tracking: a conceptual literature review of quantified self as citizen science for health.Frontiers in public health · 2026Review
- Mothers discourses on baby monitors: A discursive analysis of Mumsnet posts on surveillance and risk management.Journal of health psychology · 2025Article
- Healthism and Digital Self-Tracking: Reinventing the Individualistic Ethos in Chile.Sociology of health & illness · 2025Article
- Integrating Artificial Intelligence, Electronic Health Records, and Wearables for Predictive, Patient-Centered Decision Support in Healthcare.Healthcare (Basel, Switzerland) · 2025Article
- AI in Neurology: Everything, Everywhere, All at Once Part 3: Surveillance, Synthesis, Simulation, and Systems.Annals of neurology · 2025Review
- Pharmacist-Driven Chondroprotection in Osteoarthritis: A Multifaceted Approach Using Patient Education, Information Visualization, and Lifestyle Integration.Pharmacy (Basel, Switzerland) · 2025Review
- Self-Testing for Dementia: A Phenomenological Analysis of Fear.The Journal of medical humanities · 2024Article
- Impact of automated data flow and reminders on adherence and resource utilization for remotely monitoring physical activity in individuals with stroke or chronic obstructive pulmonary disease.medRxiv : the preprint server for health sciences · 2024Article
- A Proposal for a Robust Validated Weighted General Data Protection Regulation-Based Scale to Assess the Quality of Privacy Policies of Mobile Health Applications: An eDelphi Study.Methods of information in medicine · 2023Article
- Healthiness as a Virtue: The Healthism of mHealth and the Challenges to Public Health.Public health ethics · 2023Article
- Research on the doctors' win in crowdsourcing competitions: perspectives on service content and competitive environment.BMC medical informatics and decision making · 2023Article
- Wearables for personalized monitoring of masticatory muscle activity - opportunities, challenges, and the future.Clinical oral investigations · 2023Article
- Operational Implementation of Remote Patient Monitoring Within a Large Ambulatory Health System: Multimethod Qualitative Case Study.JMIR human factors · 2023Article
- Characterizing terminology applied by authors and database producers to informatics literature on consumer engagement with wearable devices.Journal of the American Medical Informatics Association : JAMIA · 2023Article
- Designing Mobile Health Applications to Support Walking for Older Adults.International journal of environmental research and public health · 2023Article
30 more citing papers are in PubMed but not listed here.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
1 author.
Funding
No grant is acknowledged in the PubMed record.
Abstract
The concepts of health and health care are moving towards the notion of personalized preventive health maintenance and away from an exclusive focus on the cure of disease. This is against the backdrop of contemporary public health challenges that include increasing costs, worsening outcomes, 'diabesity' epidemics, and anticipated physician shortages. Personalized preventive medicine could be critical to solving public health challenges at their causal root. This paper sets forth a vision and plan for the realization of preventive medicine by 2050 and examines efforts already underway such as participatory health initiatives, the era of big health data, and qualitative shifts in mindset.
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.