Related Experiment Video
Updated: Jun 2, 2026
06:37
Artificial Intelligence-Based System for Detecting Attention Levels in Students
Published on: December 15, 2023
Identifying and Prioritizing Core Components of Relationship Education Programs: a Case Study of an Artificial
Claire Kelley1, Sarah Kelley2, Matthew Rivas-Koehl3
1Child Trends, Bethesda, USA. ckelley@childtrends.org.
Summary
Artificial intelligence (AI) enhances systematic reviews in prevention science by efficiently screening research for effective relationship education programs. While AI speeds up reviews, human expertise remains crucial for complex data analysis.
Area of Science:
- Prevention science
- Social and emotional health
- Public health interventions
Background:
- Prevention science aims to identify effective strategies for social, emotional, and health challenges.
- Determining core components of prevention programs is crucial for positive outcomes.
- Systematic reviews are vital for synthesizing research but can be time-consuming.
Purpose of the Study:
- To present a case study on using artificial intelligence (AI)-assisted systematic review methods.
- To identify key components of healthy marriage and relationship education programs.
- To evaluate the efficiency and accuracy of AI in systematic literature reviews.
Main Methods:
- AI-assisted systematic review methodology applied to identify key components of relationship education programs.
- Screening, coding, and validation of 22,028 resources using AI tools.
- Final data set comprised 268 relevant studies after AI-driven inclusion screening.
Main Results:
- AI significantly expedited the systematic review process, particularly in inclusion screening.
- High accuracy was maintained in AI-assisted screening phases.
- Challenges were identified in AI-assisted qualitative data abstraction, highlighting the need for human oversight.
Conclusions:
- AI tools offer a promising approach to enhance the efficiency and accuracy of systematic reviews in prevention science.
- AI integration can accelerate the identification of effective prevention strategies.
- Human expertise remains indispensable for nuanced qualitative data abstraction in AI-assisted reviews.
Related Concept Videos
02:12Relationship Formation
46.3K
What do you think is the single most influential factor in determining with whom you become friends and whom you form romantic relationships? You might be surprised to learn that the answer is simple: the people with whom you have the most contact. This most important factor is proximity. You are more likely to be friends with people you have regular contact with. For example, there are decades of research that shows that you are more likely to become friends with people who live in your dorm,...
46.3K
01:14SBAR II: Application of SBAR
6.2K
SBAR is an effective communication tool used by healthcare professionals to communicate patient information accurately. SBAR stands for Situation, Background, Assessment, and Recommendation. For a better understanding, an example is given below.
SBAR Report from a Nurse to a Health Care Provider
S: "Hello, Dr. Smith. This is Jane, RN, from the Med Surg unit. I am calling to tell you about Ms. White in Room 210, who is experiencing increased pain and redness at her incision site. Her recent...
SBAR Report from a Nurse to a Health Care Provider
S: "Hello, Dr. Smith. This is Jane, RN, from the Med Surg unit. I am calling to tell you about Ms. White in Room 210, who is experiencing increased pain and redness at her incision site. Her recent...
6.2K
01:16Response Surface Methodology
686
Response Surface Methodology (RSM) is a collection of statistical and mathematical techniques used to develop, improve, and optimize processes. It is particularly valuable when many input variables or factors potentially influence a response variable.
The process of RSM involves several key steps:
The process of RSM involves several key steps:
686
01:24Rational Emotive Behavior Therapy
480
Cognitive-behavioral therapies (CBTs) are grounded in the belief that our thoughts profoundly influence our emotions and actions. Advocates of CBT emphasize three core assumptions: first, that cognitions are identifiable and measurable; second, that they are central to psychological functioning; and third, that irrational or maladaptive beliefs can be replaced with rational and adaptive ones. This transformative approach to therapy has paved the way for specific models such as Albert...
480
01:30Community Based Intervention
496
Community-based interventions in mental health represent a paradigm shift from institution-centered care to treatments embedded within the fabric of local communities. By prioritizing inclusion and leveraging existing societal structures, this approach fosters a supportive environment conducive to addressing mental health challenges while promoting individual dignity and agency.
Foundations of Community Mental Health Programs
Central to the success of community-based interventions is the...
Foundations of Community Mental Health Programs
Central to the success of community-based interventions is the...
496
01:30Social Relationships and Well-Being
338
The significance of social relationships in psychological well-being is a well-established area of inquiry within social psychology. Research consistently demonstrates that the presence of meaningful, supportive relationships enhances emotional health, while the absence or deterioration of such connections can contribute to psychological distress. Relationships serve as a foundation for emotional support, identity, and social belonging, all of which are critical to an individual’s overall...
338