training future scientists: factors predicting underrepresented minority student participation in...
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Training Future Scientists:Factors Predicting Underrepresented
Minority Student Participation in Undergraduate Research
Sylvia Hurtado, M. Kevin Eagan, Nolan L. Cabrera,Monica H. Lin, Julie J. Park, & Miguel Lopez
Higher Education Research InstituteUniversity of California, Los Angeles
Association for Institutional Research ForumKansas City, MO | June 4, 2007
Background
Demographic shift: Increasing number of underrepresented minority (URM) students entering college
Narrow URM pipeline to graduate science programs
Acculturation into science majors via research
Issues and Challenges
Attrition rates of science majors Benefits of undergraduate research
URM-specific retention & academic achievement Increased graduate school enrollment Student-faculty interaction & mentorship
Importance of the first year of college
Conceptual Framework
Individual Goal commitment and academic engagement
Collective/social Institutional agents and peer networks
Structural Institutional context and student outcomes
Research Questions
What are the key individual, social, and structural factors facilitating or reducing students’ likelihood of participating in a health science research program in their first year of college?
How can institutions improve efforts to recruit, retain, and graduate greater numbers of successful URM scientific researchers?
Data and Sample
Data Source HERI’s 2004 Cooperative Institutional Research Program
(CIRP) Freshman Survey and 2005 Your First College Year (YFCY) Survey
Both survey administrations yielded over 26,000 students at 203 four-year institutions
Weighted to correct for non-response bias Sample
Final analytic sample: 3,095 students at 129 institutions URM science majors White/Asian American science majors
Variables
Dependent Variable: Participated in a health science research program
Goal Commitment/ Psychological Sense of Integration Success at Managing Academic Environment (alpha = 0.78) Sense of Belonging (alpha = 0.84) Social Self-Concept (alpha = 0.73) Academic Self-Concept (alpha = 0.60) Degree aspirations
Variables (continued)
Social Networks Interactions with advisors, TAs, and faculty Course and program participation Seeking advice from first-year peers and upper-class peers Work on/off campus
Environmental Pulls Institutional Characteristics
Size Selectivity Resources Control Offer first-year research programs in health sciences
Analyses
Descriptive statistics Preliminary logistic regression Hierarchical Generalized Linear Modeling
Appropriate for dichotomous outcome Most robust analysis for multi-level, clustered data Variables centered around the grand mean Variables entered in temporally aligned,
conceptually related blocks Two models: Full sample and a sub-sample of
868 Black students, 67 institutions
Descriptive Statistics
12% of sample participated in health science research program
32% White, 31% Black, 21% Latina/o, 11% Asian American, 4% American Indian
77% female 38% planned for a Ph.D. vs. 40% for an M.D. 15% participated in a high school research
program
Full Sample Health Science Research Model
Variable Odds Ratio
Background Characteristics
Black ─*
Plan to live on campus +*
College Experiences and Social Networks
Enrolled in first-year experience course +***
Joined a pre-professional/departmental club +***
Frequency: received advice from juniors and seniors +*
Frequency: student-faculty interactions +*
Belief that family responsibilities interfere with college +*
Institutional Characteristics
Institutional size +*
Offer health science research to first-year students +**
Explained Variance 0.07
Note: The full sample includes 3,095 students from 129 institutions.
Black Student Health Science Research Model
Variable Odds Ratio
Goal Commitment, Psychological Sense of Integration, and Campus Perceptions
Social self-concept +**
Aspire for Ph.D. n.s.
College Experiences and Social Networks
Participated in learning community +*
Frequency: received advice from juniors and seniors +**
Frequency: positive cross-racial interactions +*
Environmental Pull
Extent of financial concerns ─*
Institutional Characteristics
Offer health science research to first-year students +*
HBCU n.s.
Explained Variance 0.14
Note: The Black sub-sample includes 868 students from 67 institutions.
Health Science Research Program Characteristics
Program Component % Offering Program
Component
Paid Positions 63%
Volunteer Positions 76%
Independent Study Credit 67%
Faculty Mentorship 88%
Peer Mentorship 60%
Preparation for Medical School 75%
Preparation for Graduate School 87%
Financial Support for Program Participants 82%
Presentation Opportunities 93%Source: Online survey of Freshman and YFCY Survey participating institutions, Higher Education Research Institute, UCLA
Characteristics of Institutions Offering Health Science Research Programs
Variable
Does Not
Offer Program Offers Program
HSI 67%
HBCU 65%
PWI 67%
University 70%
College 35%
Public 67%
Private 64%
Means
Average Selectivity (SAT composite) 1,074 1,130
Average FTE Enrollment 11,118 13,617
Average Revenue per FTE Student $26,388 $33,373 Source: IPEDS data merged with online survey of Freshman and YFCY Survey participating
institutions, Higher Education Research Institute, UCLA
Discussion
Structure of opportunity Pragmatic concerns met by research
experience Goal commitments & engagement factors Peer networks/social capital
Implications for Practice
Use of upper-division students Outreach directly to communities of color Promote financial benefits Promoting cross-racial interactions
This study was made possible by the support of the National Institute of General Medical Sciences, NIH Grant Number 1 RO1 GMO71968-01. This independent research and the views expressed here do not indicate endorsement by the sponsor.
For more information on the project
and copies of the paper:
http://www.gseis.ucla.edu/heri/nih