Jove
Visualize
Contact Us
JoVE
x logofacebook logolinkedin logoyoutube logo
ABOUT JoVE
OverviewLeadershipBlogJoVE Help Center
AUTHORS
Publishing ProcessEditorial BoardScope & PoliciesPeer ReviewFAQSubmit
LIBRARIANS
TestimonialsSubscriptionsAccessResourcesLibrary Advisory BoardFAQ
RESEARCH
JoVE JournalMethods CollectionsJoVE Encyclopedia of ExperimentsArchive
EDUCATION
JoVE CoreJoVE BusinessJoVE Science EducationJoVE Lab ManualFaculty Resource CenterFaculty Site
Terms & Conditions of Use
Privacy Policy
Policies

Related Experiment Videos

A conceptual framework for adaptive preventive interventions.

Linda M Collins1, Susan A Murphy, Karen L Bierman

  • 1The Methodology Center and Department of Human Development and Family Studies, The Pennsylvania State University, University Park, Pennsylvania 16802, USA. lmcollins@psu.edu

Prevention Science : the Official Journal of the Society for Prevention Research
|October 9, 2004
PubMed
Summary
This summary is machine-generated.

Related Concept Videos

You might also read

Related Articles

Articles linked to this work by shared authors, journal, and citation graph.

Sort by
Same author

Is More Always Better With Digital Health Interventions? Shifting Engagement From Maximizing Use to Supporting Health.

Mayo Clinic proceedings. Digital health·2026
Same author

Effective monitoring of online AI decision-making algorithms in just-in-time adaptive interventions.

NPJ digital medicine·2026
Same author

Preschool home visits promote adolescent adjustment: Follow-up of a randomized-controlled trial.

Development and psychopathology·2026
Same author

SigmaScheduling: Uncertainty-Informed Scheduling of Decision Points for Intelligent Mobile Health Interventions.

... International Conference on Wearable and Implantable Body Sensor Networks. International Conference on Wearable and Implantable Body Sensor Networks·2026
Same author

Non-Stationary Latent Auto-Regressive Bandits.

Reinforcement learning journal·2026
Same author

Harnessing Causality in Reinforcement Learning With Bagged Decision Times.

Proceedings of machine learning research·2026
Same journal

A family-centered digital intervention for parents of at-risk middle-school students.

Prevention science : the official journal of the Society for Prevention Research·2026
Same journal

Understanding Risk and Protective Factors of Intimate Partner Violence: A Public Health and Social Advocacy Approach.

Prevention science : the official journal of the Society for Prevention Research·2026
Same journal

Reframing Substance Misuse Prevention: a RE-AIM Analysis of Federal Infrastructure and Future Directions.

Prevention science : the official journal of the Society for Prevention Research·2026
Same journal

Health Without Barriers: Community-Engaged Adaptation of a Whole Family-Inclusive Intensive Health Behavior and Lifestyle Program in Rural Colorado.

Prevention science : the official journal of the Society for Prevention Research·2026
Same journal

Community Navigation: Iterative Development and Implementation of a Prenatal Psychosocial System of Care.

Prevention science : the official journal of the Society for Prevention Research·2026
Same journal

Improvements in Capacity Among Community Coalitions Receiving Technical Assistance Through the Coalition Check-Up.

Prevention science : the official journal of the Society for Prevention Research·2026
See all related articles

Adaptive interventions personalize prevention and treatment by adjusting component dosages based on individual needs and tailoring variables. This approach offers a flexible framework for optimizing health outcomes.

Area of Science:

  • Health Services Research
  • Clinical Psychology
  • Behavioral Science

Background:

  • Adaptive interventions represent a novel approach to prevention and treatment.
  • They mimic clinical practice by tailoring intervention dosages to individual needs over time.

Purpose of the Study:

  • To present a conceptual framework for adaptive interventions.
  • To discuss principles for designing and evaluating adaptive interventions.
  • To identify areas for future research in adaptive interventions.

Main Methods:

  • Conceptual framework development.
  • Discussion of design and evaluation principles.
  • Literature review for research gaps.

Main Results:

Related Experiment Videos

  • Adaptive interventions utilize prespecified decision rules based on tailoring variables.
  • Dosage adjustments are made based on individual participant needs.
  • This framework supports personalized and responsive healthcare.

Conclusions:

  • Adaptive interventions offer a flexible and individualized approach to healthcare.
  • Further research is needed to refine design and evaluation methodologies.
  • This conceptual framework guides the development of more effective interventions.