A latent profile analysis of first-year university students’ academic expectations

Keywords: latent profile analysis, person-centered, expectations, higher education, first-year students

Abstract

Academic expectations are an important variable in the explanation of adaptation and academic success in higher education. This paper uses latent profile analysis as a person-centered statistical approach to classify students into groups of similar types of expectations for higher education, at the beginning of the first year in university. Participants were 2,478 first-year Portuguese students. Based on the scores of seven dimensions of expectations, we identified six classes of students. Most students (84%) presented moderate levels of expectations, while 8% and 4%, respectively, reported very high and low expectations. One class represented a group of students (4%) with high expectations for the quality of education and for political engagement and citizenship and lower expectations for social interaction and attending to social pressures. Male and older students showed more positive expectations. Students from privileged family backgrounds are more likely to present higher expectations for political engagement and citizenship experiences, and lower expectations for social interaction and leisure and attending to social pressures.   

Keywords: latent profile analysis; person-centered; expectations; higher education; first-year students 

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Author Biography

Alexandra M. Araújo, Department of Psychology and Education, Portucalense University

Assistant Professor (Professora Auxiliar), Departamento de Psicologia e Educação, Universidade Portucalense

References

Almeida, L. S., Deaño, M., Araújo, A. M., Costa, A. R., Conde, A., & Alfonso, S. (2012). Questionário de Perceções Académicas: Versão Expectativas (QPA-E) [Academic Perceptions Questionnaire (APQ) - Expectations]. Braga: Universidade do Minho; Ourense: Universidade de Vigo-Ourense.

Bergman, L. R., & Andersson, H. (2010). The person and the variable in developmental psychology. Zeitschrift für Psychologie/ Journal of Psychology, 218(3), 155-166. doi: 10.1027/0044-3409/a000025

Berlin, K. S., Williams, N. A., & Parra, G. R. (2014). An introduction to latent variable mixture modeling (part 1): Overview and cross-sectional latent class and latent profile analyses. Journal of Pediatric Psychology, 39, 174-187. doi: 10.1093/jpepsy/jst084

Blickenstaff, J. C. (2005). Women and science careers: Leaky pipeline or gender filter? Gender and Education, 17, 369−386. doi: 10.1080/09540250500145072

Böttcher, L., Araújo, N. A. M., Nagler, J., Mendes, J. F. F., Helbing, D., Herrmann, H. J. (2016). Gender gap in the ERASMUS mobility program. PLoS ONE, 11(2): e0149514. doi: 10.1371/journal.pone.0149514

Buchmann, C., & DiPrete, T. A. (2006). The growing female advantage in college completion: The role of family background and academic achievement. American Sociological Review, 71, 515-541. doi: 10.1177/000312240607100401

Ceci, S. J., Ginther, D. K., Kahn, S., and Williams, W. M. (2014). Women in academic science: A changing landscape. Psychological Science in the Public Interest, 15, 75–141. doi: 10.1177/1529100614541236

Crosnoe, R., Mistry, R., & Elder Jr., G. (2002). Economic disadvantage, family dynamics, and adolescent enrollment in higher education. Journal of Marriage and the Family, 64, 690-702. doi: 10.1111/j.1741-3737.2002.00690.x

Deaño, M., Diniz, A. M., Almeida, L. S., Alfonso, S., Costa, A. R., García-Señorán, M., Conde, A., Araujo, A. M., Iglesias-Sarmiento, V., Gonçalves, P., & Tellado, F. (2015). Propiedades psicométricas del Cuestionario de Percepciones Académicas para la evaluación de las expectativas de los estudiantes de primer año en Enseñanza Superior. Anales de Psicología, 31, 280-289. doi: 10.6018/analesps.31.1.161641

Diniz, A., Alfonso, S., Araújo, A. M., Costa, A. R., Conde, A., & Almeida, L. S. (2016). Gender differences in first-year college students’ academic expectations. Studies in Higher Education. doi: 10.1080/03075079.2016.1196350

Fouad, N. A., Hackett, G., Smith, P., Kantamneni, N., Fitzpatrick, M., Haag, S., & Spencer, D. (2010). Barriers and supports for continuing in mathematics and science: Gender and educational level differences. Journal of Vocational Behavior, 77, 361-373. doi:10.1016/j.jvb.2010.06.004

Gilard, S., & Guglielmetti, C. (2011). University life of non-traditional students: Engagement styles and impact on attrition. The Journal of Higher Education, 82, 33-53. doi: 10.1353/jhe.2011.0005

Gow, L., & Kember, D. (1990). Does higher education promote independent learning? Higher Education, 19, 307-322. doi: 10.1007/BF00133895

Howard, J. A. (2005). Why should we care about student expectations?. In T. E. Miller, B. E. Bender, J. H. Schub, & Associates (Eds.), Promoting reasonable expectations: Aligning student and institutional views of college experience (pp. 10-33). San Francisco, CA: Jossey-Bass.

Huang, C. (2013). Gender differences in academic self-efficacy: A meta-analysis. European Journal of Psychology of Education, 28, 1-35. doi: 10.1007/s10212-011-0097-y

Jackson, L. M., Pancer, S. M., Pratt, M. W., & Hunsberger, B. E. (2000). Great expectations: The relation between expectancies and adjustment during the transition to university. Journal of Applied Social Psychology, 30, 2100-2025. doi: 10.1111/j.1559-1816.2000.tb02427.x

Kuh, G. D., Gonyea, R. M, & Williams, J. M. (2005). What students expect from college and what they get. In T. E. Miller, B. E. Bender, J. H. Schuh, & Associates (Eds.), Promoting reasonable expectations: Aligning student and institutional views of the college experience. San Francisco, CA: Jossey-Bass.

Lent, R. W., Brown, S. D., & Hackett, G. (2002). Social cognitive career theory. In D. Brown & Associates (Eds.), Career choice and development (pp. 255-311). San Francisco, CA: Jossey-Bass.

Moneta, L., & Kuh, G. D. (2005). When expectations and realities collide: Environmental influences on student expectations and student experiences. In T. E. Miller, B. E. Bender, J. H. Schuh & Associates (Eds.), Promoting reasonable expectations: Aligning student and institutional views of college experience (pp. 65-83). San Francisco, CA: Jossey-Bass.

Muthén, L. K., & Muthén, B. O. (2012). Mplus: Statistical analysis with latent variables. User’s guide (7th ed.). Los Angeles, CA: Muthén & Muthén.

Nightingale, S. M., Roberts, S., Tariq, V., Appleby, Y, Barnes, L., Harris, R. A., Dacre-Pool, L., & Qualter, P. (2013). Trajectories of university adjustment in the United Kingdom: Emotion management and emotional self-efficacy protect against initial poor adjustment. Learning and Individual Differences, 27, 174-181. doi: 10.1016/j.lindif.2013.08.004

Páramo-Fernández, M., Araújo, A. M., Tinajero-Vacas, C., Almeida, L. S., & Rodríguez-González, M. S. (2017). Predictors of students’ adjustment during the transition to university in Spain. Psicothema, 29(1), 67-72. doi: 10.7334/psicothema2016.40

Pascarella, E .T., & Terenzini, P. T. (2005). How college affects students: A third decade of research. San Francisco: Jossey-Bass.

Pascarella, E. T., Pierson, C. T. Wolniak, G. C., & Terenzini, P. T. (2004). First-generation college students: Additional evidence on college experiences and outcomes. The Journal of Higher Education, 75, 249-284. doi: 10.1353/jhe.2004.0016

Pascarella, E. T., Wolniak, G. C., Pierson, C. T., & Terenzini, P. T. (2003). Experiences and outcomes of first-generation students in community colleges. Journal of College Student Development, 44, 420-429. doi: 10.1353/csd.2003.0030

Patton, W., Creed, P., & Spooner-Lane, R. (2005). Validation of the short form of the Career Development Inventory – Australian Version with a sample of university students. Australian Journal of Career Development, 14(3), 49-59. doi: 10.1177/103841620501400308

Pike, G. R., Hansen, M. J., & Childress, J. E. (2014). The influence of students’ pre-college characteristics, high school experiences, college expectations, and initial enrollment characteristics on degree attainment. Journal of College Retention: Research, Theory & Practice, 16, 1-23. doi: 10.2190/CS.16.1.a

Pleitz, J. D., MacDougall, A. E., Terry, R. A., Buckley, M. R., &

Campbell, N. J. (2015). Great expectations: Examining the discrepancy between expectations and experience on college student retention. Journal of College Student Retention: Research, Theory & Practice, 17, 88-104. doi: 10.1177/1521025115571252

Richardson, J. T. E. (2013). Approaches to studying across the adult life span: Evidence from distance education. Learning and Individual Differences, 26, 74-80. doi: 10.1016/j.lindif.2013.04.012

Saavedra, L., Araújo, A. M., Taveira, M.C., & Vieira, C.M. (2014). Dilemmas of girls and women in engineering: A study in Portugal. Educational Review, 66, 330-344. doi: 10.1080/00131911.2013.780006

Sánchez-Sandoval, Y., & Verdugo, L. (2016). Desarrollo y validación de la Escala de Expectativas de Futuro en la Adolescencia (EEFA). Anales de Psicología, 32(2), 545-554. doi: 10.6018/analesps.32.2.205661

Sax, L., & Harper, C. E. (2007). Origins of the gender gap: Pre-college and college influences on differences between men and women. Research in Higher Education, 48, 669-694. doi: 10.1007/s11162-006-9046-z

Smith, J. S., & Wertlieb, E. C (2005). Do first-year college studentsʼ expectations align with their first-year experiences? NASPA Journal, 42(2), 153-174. doi: 10.2202/1949-6605.1470

Tein, J.-Y., Coxe, S., & Cham, H. (2013). Statistical power to detect the correct number of classes in latent profile analysis. Structural Equation Modeling, 20, 640-657. doi: 10.1080/10705511.2013.824781

Twenge, J. M., & Campbell, W. K. (2001). Age and birth cohort differences in self-esteem: A cross temporal meta-analysis. Personality and Social Psychology Review, 5, 321-344. doi: 10.1207/S15327957PSPR0504_3

Vuong, M., Brown-Welty, S., & Tracz, S. (2010). The effects of self-efficacy on academic success of first-generation college sophomore students. Journal of College Student Development, 51, 50-64. doi: 10.1353/csd.0.0109

Wang, J., & Wang, X. (2012). Structural equation modeling: Applications using Mplus. Chichester, UK: John Wiley & Sons Ltd.

Published
24-12-2018
How to Cite
Araújo, A. M., Assis Gomes, C. M., Almeida, L. S., & Núñez, J. C. (2018). A latent profile analysis of first-year university students’ academic expectations. Anales De Psicología / Annals of Psychology, 35(1), 58-67. https://doi.org/10.6018/analesps.35.1.299351
Section
Developmental and Educational Psychology