ArticlePrevention science : the official journal of the Society for Prevention Research2019
Moving Toward a Precision-Based, Personalized Framework for Prevention Science: Introduction to the Special Issue.
Article in Prevention science : the official journal of the Society for Prevention Research, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 32 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
32 citing papers in PubMed, 2 syntheses or guidelines pooled it.
- Precision Health Approaches in Primary Childhood Obesity Prevention: A Systematic Review of Tailored and Risk-Based Interventions.Pediatric obesity · 2026Pooled it
- Using Epigenetic Clocks to Characterize Biological Aging in Studies of Children and Childhood Exposures: a Systematic Review.Prevention science : the official journal of the Society for Prevention Research · 2023Pooled it
- Measuring stability and change in response patterns to a set of hierarchical scales in a randomized intervention study: an innovative application of latent transition analysis.Journal of behavioral medicine · 2026Trial
- Reducing fear and avoidance of memory loss improves mood and social engagement in community-based older adults: a randomized trial.BMC geriatrics · 2023Trial
- Familias Unidas Prevents Youth Internalizing Symptoms: a Baseline Target Moderated Mediation (BTMM) Study.Prevention science : the official journal of the Society for Prevention Research · 2023Trial
- Building Healthy Children: A preventive intervention for high-risk young families.Development and psychopathology · 2021Trial
- AI-Augmented Prevention Science Needs Community-Engaged Prevention Science: a Framework for Greater Accountability.Prevention science : the official journal of the Society for Prevention Research · 2026Article
- Understanding Who Benefits Most from Family-Based Prevention: Differential Intervention Effects for Families with Low Income.Prevention science : the official journal of the Society for Prevention Research · 2026Article
- Distinguishing a drug use disorder from drug use in a high-risk sample of youth: A random forest classification and explanatory analysis.Drug and alcohol dependence reports · 2026Article
- Review
- Precision Medicine and Shared Decision-Making to Advance Gestational Diabetes Management: Genetic, Metabolic, and Gut Microbiota Factors.Patient preference and adherence · 2026Review
- Precision public health: A natural experiment on chronic high-contrast PM2.5 exposure and pulmonary function among older adults.PloS one · 2026Article
- Advancing inclusive brain health and dementia care for people with intellectual and developmental disabilities: a public health framework.The Gerontologist · 2025Article
- Personalised care, youth mental health, and digital technology: A value sensitive design perspective and framework.Ethics and information technology · 2025Article
- The next generation of developmental psychopathology research: Including broader perspectives and becoming more precise.Development and psychopathology · 2024Article
- Risk and Promotive Factors Related to Cannabis Use Among American Indian Adolescents.Prevention science : the official journal of the Society for Prevention Research · 2024Article
- Relations Between Cardiorespiratory Fitness and Cognition in Older Adults With Amnestic Mild Cognitive Impairment From the Aerobic Exercise and Cognitive Training (ACT) Trial: Sex Differences.Archives of rehabilitation research and clinical translation · 2024Article
- Participation in Pediatric Primary Care Innovation, DULCE, Increases Caregiver Agency and Resilience and Decreases Impact of Stress.Prevention science : the official journal of the Society for Prevention Research · 2024Article
- Like No Other? A Family-Specific Network Approach to Parenting Adolescents.Journal of youth and adolescence · 2024Article
- Associations Between Early Life Adversity and Youth Psychobiological Outcomes: Dimensional and Person-Centered Approaches.Research on child and adolescent psychopathology · 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
2 authors.
Funding
Abstract
The goal of this Special Issue is to introduce prevention scientists to an emerging form of healthcare, called precision medicine. This approach integrates investigation of the mechanisms of disease and health-compromising behaviors with prevention, treatment, and cure resolved at the level of the individual. Precision Medicine and its derivative personalized prevention represents a promising paradigm for prevention science as it accounts for response heterogeneity and guides development of targeted interventions that may enhance program effect sizes. If successfully integrated into prevention science research, personalized prevention is an approach that can inform the development of decision support tools (screening measures, prescriptive algorithms) and enhance the utility of mobile health technologies that will enable practitioners to use personalized consumer data to inform decisions about the best type and/or intensity of a prevention strategy for particular individuals or subgroups of individuals. In this special issue, we present conceptual articles that provide a heuristic framework for precision-based, personalization prevention research and empirical studies that address research questions exemplary of a new generation of precision-based personalized preventive interventions focused on children's mental health, behavioral health, and education.
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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.