Sustaining Optimal Motivation: A Longitudinal Analysis of Interventions to Broaden Participation of Underrepresented Students in STEM.

The underrepresentation of racial minorities and women in science, technology, engineering, and mathematics (STEM) disciplines is a national concern. Goal theory provides a useful framework from which to understand issues of underrepresentation. We followed a large sample of high-achieving African American and Latino undergraduates in STEM disciplines attending 38 institutions of higher education in the United States over 3 academic years. We report on the science-related environmental factors and person factors that influence the longitudinal regulation of goal orientations. Further, we examine how goal orientations in turn influence distal academic outcomes such as performance and persistence in STEM. Using SEM-based parallel process latent growth curve modeling, we found that (a) engagement in undergraduate research was the only factor that buffered underrepresented students against an increase in performance-avoidance goals over time; (b) growth in scientific self-identity exhibited a strong positive effect on growth in task and performance-approach goals over time; (c) only task goals positively influenced students' cumulative grade point average, over and above baseline grade point average; and (d) performance-avoidance goals predicted student attrition from the STEM pipeline. We discuss the implications of these findings for underrepresented students in STEM disciplines.

[1]  J. Eccles Who Am I and What Am I Going to Do With My Life? Personal and Collective Identities as Motivators of Action , 2009 .

[2]  J. W. Atkinson Motivational determinants of risk-taking behavior. , 1957, Psychological review.

[3]  P. K. Murphy,et al.  Academic Motivation and Achievement Among Urban Adolescents , 2007 .

[4]  Adam V. Maltese,et al.  Undergraduate Research Experiences from a Longitudinal Perspective. , 2011 .

[5]  M. Maehr,et al.  Understanding Motivation and Schooling: Where We've Been, Where We Are, and Where We Need to Go , 1997 .

[6]  C. Dweck,et al.  Implicit Theories and Their Role in Judgments and Reactions: A Word From Two Perspectives , 1995 .

[7]  Angela Byars-Winston,et al.  Influence of social cognitive and ethnic variables on academic goals of underrepresented students in science and engineering: a multiple-groups analysis. , 2010, Journal of counseling psychology.

[8]  Chris S. Hulleman,et al.  A meta-analytic review of achievement goal measures: different labels for the same constructs or different constructs with similar labels? , 2010, Psychological bulletin.

[9]  Brian P. Coppola,et al.  Skill and will: The role of motivation and cognition in the learning of college chemistry , 2003 .

[10]  Carrie B. Myers,et al.  Underrepresented students in STEM: The transition from undergraduate to graduate programs. , 2011 .

[11]  Eric M. Anderman,et al.  Changes in Achievement Goal Orientations, Perceived Academic Competence, and Grades across the Transition to Middle-Level Schools , 1997, Contemporary educational psychology.

[12]  Eric M. Anderman,et al.  Motivation and strategy use in science: Individual differences and classroom effects , 1994 .

[13]  Nolan L. Cabrera,et al.  Diversifying Science: Underrepresented Student Experiences in Structured Research Programs , 2009, Research in higher education.

[14]  M. Maehr,et al.  The Contributions and Prospects of Goal Orientation Theory , 2007 .

[15]  K. Wentzel Social Relationships and Motivation in Middle School: The Role of Parents, Teachers, and Peers , 1998 .

[16]  P. Bentler,et al.  Fit indices in covariance structure modeling : Sensitivity to underparameterized model misspecification , 1998 .

[17]  Samuel D. Miller,et al.  A Longitudinal Analysis of Elementary School Students' Achievement Goals in Literacy Activities. , 2001, Contemporary educational psychology.

[18]  Eric M. Anderman,et al.  Motivation and Schooling in the Middle Grades , 1994 .

[19]  A. Kruglanski,et al.  The structure and substance of intrinsic motivation , 2000 .

[20]  David Lopatto,et al.  Undergraduate research experiences support science career decisions and active learning. , 2007, CBE life sciences education.

[21]  Paul H. White,et al.  The stereotyped task engagement process: The role of interest and achievement motivation. , 2007 .

[22]  Hispanic Students' Perception of White Teachers' Mastery Goal Orientation Influences Sense of School Belonging , 2007 .

[23]  C. Midgley,et al.  Changes in Efficacy Beliefs in Mathematics Across the Transition to Middle School: Examining the Effects of Perceived Teacher and Parent Goal Emphases , 2010 .

[24]  Paul R. Hernandez,et al.  Toward a Model of Social Influence that Explains Minority Student Integration into the Scientific Community. , 2011, Journal of educational psychology.

[25]  Allan Wigfield,et al.  Competence, motivation, and identity development during adolescence , 2005 .

[26]  Jacquelynne S. Eccles,et al.  Understanding Women's Educational And Occupational Choices: Applying the Eccles et al. Model of Achievement-Related Choices , 1994 .

[27]  A. Elliot,et al.  A HIERARCHICAL MODEL OF APPROACH AND AVOIDANCE ACHIEVEMENT MOTIVATION , 1997 .

[28]  E. Gonida,et al.  Students' achievement goal orientations and their behavioral and emotional engagement: Co-examining the role of perceived school goal structures and parent goals during adolescence , 2009 .

[29]  Susan H. Russell,et al.  Benefits of Undergraduate Research Experiences , 2007, Science.

[30]  A. Fuligni,et al.  Achievement goals and daily school experiences among adolescents with Asian, Latino, and European American backgrounds. , 2007 .

[31]  C. Dweck,et al.  Clarifying achievement goals and their impact. , 2003, Journal of personality and social psychology.

[32]  Robert Koenig,et al.  U.S. higher education. Minority retention rates in science are sore spot for most universities. , 2009, Science.

[33]  Andrew L. Zydney,et al.  Impact of Undergraduate Research Experience in Engineering , 2002 .

[34]  C. Dweck,et al.  Implicit Theories: Elaboration and Extension of the Model , 1995 .

[35]  Avi Kaplan,et al.  Motivation and Identity: The Relations of Action and Development in Educational Contexts—An Introduction to the Special Issue , 2009 .

[36]  J. Meece,et al.  Sex differences in achievement: A test of alternate theories. , 1984 .

[37]  Carole A. Ames,et al.  Mothers' beliefs about the role of ability and effort in school learning. , 1987 .

[38]  Andrew J. Elliot,et al.  The Joint Effects of Target and Purpose Goals on Intrinsic Motivation: A Mediational Analysis , 1998 .

[39]  J Alper,et al.  The Pipeline Is Leaking Women All the Way Along , 1993, Science.

[40]  Freeman A. Hrabowski,et al.  Increasing the number of African American PhDs in the sciences and engineering: a strengths-based approach. , 2004, The American psychologist.

[41]  G. Kuperminc,et al.  Why Try? Achievement Motivation and Perceived Academic Climate Among Latino Youth , 2010 .

[42]  Antonio M. Lopez,et al.  Social cognitive predictors of the interests and choices of computing majors: Applicability to underrepresented students , 2011 .

[43]  K. E. Barron,et al.  Revision of achievement goal theory: Necessary and illuminating. , 2002 .

[44]  Carol S. Dweck,et al.  Motivational processes affecting learning. , 1986 .

[45]  Andrew J. Elliot,et al.  Short-term and long-term consequences of achievement goals: Predicting interest and performance over time. , 2000 .

[46]  Carole A. Ames,et al.  Achievement Goals in the Classroom: Students' Learning Strategies and Motivation Processes , 1988 .

[47]  M. Covington Goal theory, motivation, and school achievement: an integrative review. , 2000, Annual review of psychology.

[48]  P. Pintrich The role of motivation in promoting and sustaining self-regulated learning , 1999 .

[49]  Kenneth M. Tyler,et al.  Linking Home-School Dissonance to School-Based Outcomes for African American High School Students , 2010 .

[50]  Steven D. Brown,et al.  Social Cognitive Approach to Career Development: An Overview , 1996 .

[51]  Freeman A. Hrabowski,et al.  Enhancing the Number of African Americans Who Pursue STEM PhDs: Meyerhoff Scholarship Program Outcomes, Processes, and Individual Predictors. , 2009, Journal of women and minorities in science and engineering.

[52]  H. Triandis,et al.  Measurement in Cross-Cultural Psychology , 1985 .

[53]  D. Cordova,et al.  Minorities in higher education : twenty-second annual status report , 2006 .

[54]  Anthony S. Bryk,et al.  Hierarchical Linear Models: Applications and Data Analysis Methods , 1992 .

[55]  Kenneth E. Barron,et al.  Achievement goals and optimal motivation: testing multiple goal models. , 2001, Journal of personality and social psychology.

[56]  John J. Sosik,et al.  Aiming for Career Success: The Role of Learning Goal Orientation in Mentoring Relationships. , 2003 .

[57]  R. Roeser,et al.  On academic identity formation in middle school settings during early adolescence: A motivational-contextual perspective. , 2002 .

[58]  J. Eccles,et al.  Parents, task values, and Real-Life achievement-related choices , 2000 .

[59]  Eric M. Anderman,et al.  Social Predictors of Changes in Students' Achievement Goal Orientations. , 1999, Contemporary educational psychology.

[60]  Avi Kaplan,et al.  The Change in Middle School Students’ Achievement Goals in Mathematics Over Time , 2004 .

[61]  Andrew J. Elliot,et al.  Rethinking achievement goals: When are they adaptive for college students and why? , 1998 .

[62]  Dale H. Schunk,et al.  Effects of Effort Attributional Feedback on Children's Perceived Self-Efficacy and Achievement , 1982 .

[63]  Judith M. Harackiewicz,et al.  Regulation of Achievement Goals: The Role of Competence Feedback. , 2005 .

[64]  K. E. Barron,et al.  Predictors and Consequences of Achievement Goals in the College Classroom: Maintaining Interest and Making the Grade , 1997 .

[65]  Paul R. Hernandez,et al.  Patching the Pipeline , 2011, Educational evaluation and policy analysis.

[66]  Thomas D. Snyder,et al.  Digest of Education Statistics , 1994 .

[67]  C. Pfund,et al.  The Merits of Training Mentors , 2006, Science.

[68]  Jessi L. Smith The Interplay among Stereotypes, Performance-Avoidance Goals, and Women's Math Performance Expectations , 2006 .

[69]  Jessi L. Smith Understanding the Process of Stereotype Threat: A Review of Mediational Variables and New Performance Goal Directions , 2004 .

[70]  Patricia G. Devine,et al.  The role of performance–avoidance goals and worry in mediating the relationship between stereotype threat and performance , 2009 .

[71]  Carole A. Ames Classrooms: Goals, structures, and student motivation. , 1992 .

[72]  Christian H. Jordan,et al.  Motivation by positive or negative role models: regulatory focus determines who will best inspire us. , 2002, Journal of personality and social psychology.

[73]  Marilyn J. Haring The Case for a Conceptual Base for Minority Mentoring Programs , 1999 .

[74]  D. Schunk Self-Efficacy Perspective On Achievement Behavior , 1984 .

[75]  Deborah Kogan,et al.  Encouraging minority undergraduates to choose science careers: career paths survey results. , 2008, CBE life sciences education.

[76]  Allan Wigfield,et al.  College Women's Value Orientations toward Family, Career, and Graduate School. , 2003 .

[77]  Francis P. Collea Increasing Minorities in Science and Engineering. A Critical Look at Two Programs. , 1990 .

[78]  I. Warner,et al.  Hierarchical Mentoring: A Transformative Strategy for Improving Diversity and Retention in Undergraduate STEM Disciplines , 2011, Journal of Science Education and Technology.

[79]  S. Duchesne,et al.  Parental behaviors and adolescents' achievement goals at the beginning of middle school: Emotional problems as potential mediators. , 2010 .

[80]  J. Nicholls Achievement motivation: Conceptions of ability, subjective experience, task choice, and performance. , 1984 .

[81]  Kenneth M. Tyler,et al.  The Effects of Home—School Dissonance on African American Male High School Students , 2010 .

[82]  J. Eccles Expectancies, values and academic behaviors , 1983 .

[83]  D. Schunk Modeling and attributional effects on children's achievement: A self-efficacy analysis. , 1981 .

[84]  A. Ryan,et al.  Achievement Goals and Achievement during Early Adolescence: Examining Time-Varying Predictor and Outcome Variables in Growth-Curve Analysis. , 2008 .

[85]  P. Pintrich,et al.  Motivation in Education: Theory, Research, and Applications , 1995 .

[86]  Marcus Fechheimer,et al.  How Well Do Undergraduate Research Programs Promote Engagement and Success of Students? , 2011, CBE life sciences education.

[87]  Allan Wigfield,et al.  Self-concepts, domain values, and self-esteem: relations and changes at early adolescence. , 1989, Journal of personality.

[88]  K. E. Barron,et al.  Predicting Success in College: A Longitudinal Study of Achievement Goals and Ability Measures as Predictors of Interest and Performance From Freshman Year Through Graduation , 2002 .

[89]  L. Gutman How student and parent goal orientations and classroom goal structures influence the math achievement of African Americans during the high school transition , 2006 .

[90]  Linking Student Interests to Science Curricula , 2007, Science.

[91]  A. Elliot,et al.  A 2 X 2 achievement goal framework. , 2001, Journal of personality and social psychology.

[92]  David M. Shannon,et al.  The Patterns of Adaptive Learning Survey: A Comparison across Grade Levels , 2002 .

[93]  Margaret Ross,et al.  Reliability Generalization of the Patterns of Adaptive Learning Survey Goal Orientation Scales , 2005 .

[94]  C. Kardash,et al.  Evaluation of an Undergraduate Research Experience: Perceptions of Undergraduate Interns and Their Faculty Mentors. , 2000 .

[95]  C. Dweck,et al.  Goals: an approach to motivation and achievement. , 1988, Journal of personality and social psychology.

[96]  Toby Marshall Egan,et al.  The Impact of Learning Goal Orientation Similarity on Formal Mentoring Relationship Outcomes , 2005 .

[97]  P. Pintrich,et al.  Motivational and self-regulated learning components of classroom academic performance. , 1990 .

[98]  Andrew J. Elliot,et al.  Stability and change in achievement goals. , 2007 .

[99]  Frances D. Carter,et al.  The Influence of On-Campus, Academic Year Undergraduate Research on STEM Ph.D. Outcomes: Evidence From the Meyerhoff Scholarship Program , 2009, Educational evaluation and policy analysis.

[100]  J. Harackiewicz,et al.  Approach and avoidance achievement goals and intrinsic motivation: A mediational analysis. , 1996 .

[101]  Sandra L. Laursen,et al.  Undergraduate research in the sciences : engaging students in real science , 2010 .

[102]  J. Eccles,et al.  Expectancy-Value Theory of Achievement Motivation. , 2000, Contemporary educational psychology.

[103]  C. Dweck,et al.  A social-cognitive approach to motivation and personality , 1988 .

[104]  Stephanie C Payne,et al.  A meta-analytic examination of the goal orientation nomological net. , 2007, The Journal of applied psychology.

[105]  Thomas D. Snyder,et al.  Digest of Education Statistics 2002 , 2001 .

[106]  P. Pintrich,et al.  An Achievement Goal Theory Perspective on Issues in Motivation Terminology, Theory, and Research. , 2000, Contemporary educational psychology.

[107]  M. M. Chemers,et al.  The role of self-efficacy and identity in mediating the effects of science support programs, Technical Report No. 5 , 2010 .

[108]  Mary M. Mccaslin Co-Regulation of Student Motivation and Emergent Identity , 2009 .

[109]  D. Betsy McCoach,et al.  Using Time-Varying Covariates in Multilevel Growth Models , 2010, Front. Psychology.

[110]  Eric M. Anderman,et al.  The Development and Validation of Scales Assessing Students' Achievement Goal Orientations , 1998, Contemporary educational psychology.

[111]  Matea Pender,et al.  The STEM Pipeline: The Role of Summer Research Experience in Minority Students' Ph.D. Aspirations. , 2010, Education policy analysis archives.