Computing Mentorship in a Software Boomtown: Relationships to Adolescent Interest and Beliefs

Prior work on adolescent interest development shows that mentorship can promote interest in a subject while reshaping beliefs about the subject. To what extent do these same effects occur in computing, where interest and beliefs have traditionally been negative? We conducted two studies of the Puget Sound region in the United States, surveying and teaching 57 diverse adolescents with interests in computing. In the first study, we found that interest in computing was strongly related to having a mentoring relationship and not to gender or socioeconomic status. Teens with mentors also engaged in significantly more computing education and had more diverse beliefs about peers who engaged in computing education. The second study reinforced this finding, showing that teens who took a class from an instructor who aimed to become students' teacher-mentor had significantly greater positive changes in interest in computing than those who already had a mentor. These findings, while correlational, suggest that mentors can play a key role in promoting adolescent interest in computing.

[1]  C. Steele,et al.  Stereotype threat and the intellectual test performance of African Americans. , 1995, Journal of personality and social psychology.

[2]  Sapna Cheryan,et al.  When Do Female Role Models Benefit Women? The Importance of Differentiating Recruitment From Retention in STEM , 2011 .

[3]  Etienne Wenger,et al.  Situated Learning: Legitimate Peripheral Participation , 1991 .

[4]  Colleen M. Lewis,et al.  "I Don't Code All Day": Fitting in Computer Science When the Stereotypes Don't Fit , 2016, ICER.

[5]  John C. Hall,et al.  Mentoring and Young People A literature review , 2003 .

[6]  Tracy Camp,et al.  An ACM-W literature review on women in computing , 2002, SGCS.

[7]  Gloria Childress Townsend,et al.  People who make a difference: mentors and role models , 2002, SGCS.

[8]  S. Hidi,et al.  Revisiting the Conceptualization, Measurement, and Generation of Interest , 2011 .

[9]  Mark Guzdial,et al.  Attitudes about computing in postsecondary graduates , 2008, ICER '08.

[10]  Selcuk R. Sirin Socioeconomic Status and Academic Achievement: A Meta-Analytic Review of Research , 2005 .

[11]  Oshua,et al.  USING MAIMONIDES’ RULE TO ESTIMATE THE EFFECT OF CLASS SIZE ON SCHOLASTIC ACHIEVEMENT* , 2003 .

[12]  P. Doerschuk,et al.  A research and mentoring program for undergraduate women in computer science , 2004, 34th Annual Frontiers in Education, 2004. FIE 2004..

[13]  Elizabeth D. Rouse,et al.  Seeing You in Me and Me in You: Personal Identification in the Phases of Mentoring Relationships , 2016 .

[14]  Liang-Yi Li,et al.  A Community of Practice Approach to Learning Programming , 2012 .

[15]  Manuel A. Pérez-Quiñones,et al.  Understanding the attitudes of African American middle school girls toward computer science , 2015, 2015 Research in Equity and Sustained Participation in Engineering, Computing, and Technology (RESPECT).

[16]  William Snyder,et al.  Cultivating Communities of Practice: A Guide to Managing Knowledge , 2002 .

[17]  M.A. Holliday,et al.  Peer-centered service learning , 2004, 34th Annual Frontiers in Education, 2004. FIE 2004..

[18]  Allan Fisher,et al.  Unlocking the Clubhouse : Women in Computing by Allan Fisher , 2015 .

[19]  Elena Klaw,et al.  Natural Mentors in the Lives of African American Adolescent Mothers: Tracking Relationships Over Time , 2003 .

[20]  G. Crisp,et al.  Mentoring College Students: A Critical Review of the Literature Between 1990 and 2007 , 2009 .

[21]  S. Hidi,et al.  The Four-Phase Model of Interest Development , 2006 .

[22]  J. Angrist,et al.  Using Maimonides&Apos; Rule to Estimate the Effect of Class Size on Student Achievement , 1997 .

[23]  Holly Ventura Miller,et al.  Exploring the Link between Mentoring Program Structure & Success Rates: Results from a National Survey , 2013 .

[24]  R. Estrella,et al.  Stuck in the Shallow End Education , Race , and Computing , 2008 .

[25]  Carolyn M. Evertson,et al.  Handbook of Classroom Management: Research, Practice, and Contemporary Issues , 2012 .

[26]  Brigid Barron,et al.  Parents as Learning Partners in the development of t echnological Fluency , 2009 .

[27]  Harold R. Kerbo Social stratification and inequality : class conflict in historical and comparative perspective , 1996 .

[28]  Paul F. Conway,et al.  Methodological Choice and Its Consequences for Possible Selves Research , 2006 .

[29]  Michael Hewner,et al.  Undergraduate conceptions of the field of computer science , 2013, ICER.

[30]  Evan Mayo-Wilson,et al.  School-Based Mentoring for Adolescents , 2012 .

[31]  Gloria Childress Townsend Viewing video-taped role models improves female attitudes toward computer science , 1996, SIGCSE '96.

[32]  Carol M. Michael,et al.  Mentorship: A Career Training and Development Tool , 1983 .

[33]  Phillip Dawson,et al.  Beyond a Definition , 2014 .

[34]  L. Rowell Huesmann,et al.  Long-term Effects of Parents' Education on Children's Educational and Occupational Success: Mediation by Family Interactions, Child Aggression, and Teenage Aspirations , 2009, Merrill-Palmer quarterly.

[35]  Jeffrey H. D. Cornelius-White Learner-Centered Teacher-Student Relationships Are Effective: A Meta-Analysis , 2007 .

[36]  Mark Guzdial,et al.  Saving Face While Geeking Out: Video Game Testing as a Justification for Learning Computer Science , 2014 .

[37]  Louise Archer,et al.  'Knowing their limits'? Identities, inequalities and inner city school leavers' post-16 aspirations , 2003 .

[38]  John Bound,et al.  On the Validity of Using Census Geocode Characteristics to Proxy Individual Socioeconomic Characteristics , 1995 .

[39]  A. Craig Peer mentoring female computing students—does it make a difference? , 1998, ACSE '98.

[40]  Amy Bruckman,et al.  What is computing?: bridging the gap between teenagers' perceptions and graduate students' experiences , 2007, ICER '07.

[41]  A. J. Ko,et al.  Attitudes and self-efficacy in young adults' computing autobiographies , 2009, 2009 IEEE Symposium on Visual Languages and Human-Centric Computing (VL/HCC).

[42]  Thomas E. Keller,et al.  The Stages and Development of Mentoring Relationships , 2005 .

[43]  Frank LaBanca,et al.  Development of the Educational and Career Interest Scale in Science, Technology, and Mathematics for High School Students , 2013 .

[44]  Margaret Hamilton,et al.  Transforming learning of programming: a mentoring project , 2008, ACE '08.

[45]  Amber Settle Evaluating a Prospective Student Mentoring Program , 2013 .

[46]  Sapna Cheryan,et al.  Enduring Influence of Stereotypical Computer Science Role Models on Women’s Academic Aspirations , 2013 .

[47]  Chuansheng Chen,et al.  The Nature of Adolescents' Relationships with Their “Very Important” Nonparental Adults , 2002, American journal of community psychology.

[48]  David Marshall Hunt,et al.  Mentorship: A Career Training and Development Tool , 1984 .

[49]  Tony Greening,et al.  Computer science: through the eyes of potential students , 1998, ACSE '98.

[50]  Lillian T. Eby,et al.  The Blackwell handbook of mentoring : a multiple perspectives approach , 2007 .

[51]  Lori Carter Why students with an apparent aptitude for computer science don't choose to major in computer science , 2006, SIGCSE '06.

[52]  Mark Guzdial,et al.  Imagineering inauthentic legitimate peripheral participation: an instructional design approach for motivating computing education , 2006, ICER '06.

[53]  M. G. Ioannides,et al.  Developing mentoring relationships to support the careers of women in electrical engineering and computer technologies. An analysis on mentors’ competencies , 2005 .