Keyphrases
Broadening Participation
100%
Successful Transition
100%
Participatory Research
100%
Non-STEM Students
100%
Program Metrics
50%
STEM Intervention
50%
Big Data Analytics
50%
Human Capital Theory
50%
Persistence Theory
50%
Primary Data Sources
50%
Student Pathways
50%
STEM Pathways
50%
STEM Degrees
50%
Degree Programs
50%
Institutional System
50%
System Program
50%
Triangulation
50%
Meta-study
50%
Major Transitions
50%
Student Persistence
50%
XGBoost
50%
Post-secondary Students
50%
Non-STEM Majors
50%
Vocational Anticipatory Socialization
50%
Non-STEM
50%
Socialization Theory
50%
STEM Careers
25%
Innovative Approach
25%
Higher Education Institutions
25%
Analytical Techniques
25%
Intervention Strategies
25%
Deep Learning
25%
Social Cognitive Career Theory
25%
Review Criteria
25%
Best Practices Intervention
25%
Intervention Effectiveness
25%
Community College
25%
Higher Education
25%
Longitudinal Survey
25%
Principal Coordinate Analysis (PCoA)
25%
Student Survey
25%
Student Achievement
25%
Socioeconomic
25%
Minority-serving Institutions
25%
Random Forest
25%
Success Strategies
25%
State Universities
25%
Data-centric
25%
T-states
25%
Minority Women
25%
Program Support
25%
High School
25%
North Carolina
25%
Impact Review
25%
Computer Science
Research Project
100%
Underrepresented Minority
100%
Best Practice
66%
Extreme Gradient Boosting
66%
Major Transition
66%
Principal Components
66%
Big Data Analytics
66%
Capital Theory
66%
Research Question
33%
Large Data Set
33%
Deep Learning
33%
Data Source
33%
Component Analysis
33%
Random Decision Forest
33%
Primary Data
33%
Education Institution
33%
Social Sciences
Science, Technology, Engineering and Mathematics
100%
Research Project
100%
Program System
22%
Social Cognitive Career Theory
11%
Human Capital Theory
11%
Best Practice
11%
Longitudinal Analysis
5%
Student Success
5%
Evidence-Based
5%
Higher Education Institution
5%
Occupational Career
5%
Secondary Schools
5%
Intelligentsia
5%
Community Schools
5%
Big Data
5%
Socialization
5%
Data Analytics
5%
Professional Occupations
5%
Intervention Strategy
5%