The interplay of personal and contextual diversity during the first year at Higher Education: Combining a quantitative and a qualitative approach
Main Article Content
Abstract
Research on student transition into Higher Education (HE) has taken different theoretical perspectives. First, studies investigated personal variables such as students´ self-efficacy, emotions and motivation regarding the transition from school to HE. A second strand of research focused on contextual variables, for instance college effectiveness research. With this paper, we combine both the personal and the contextual approach. We aim to investigate the interaction between personal and contextual diversity during the transition into HE, taking into account students’ diversity in particular with regard to gender and individual characteristics, such as self-efficacy. We explored the heterogeneity in students’ personal characteristics by conducting a latent profile analysis (LPA) based on students’ intrinsic motivation, self-efficacy and anxiety before entering Higher Education. LPA resulted in three distinct profiles, with significant differences in how students perceived the first year. This finding suggests that students’ personal characteristics when entering Higher Education influence how they experience the study environment. To investigate the interplay between individual and contextual differences in more detail, we conducted a qualitative longitudinal study with 14 first-year students in parallel with the panel survey. We found that individual students react very differently to specific characteristics and events of the first-year environment. Our study adds to the growing body of research that aims to grasp the complexity of interactions between individual and contextual differences. Specifically, we illustrate how combining quantitative and qualitative methods can provide new insights into person-context interactions.
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References
Ahern, T. C., Thomas, J. A., Tallent-Runnels, M. K., Lan, W. Y., Cooper, S., Lu, X., & Cyrus, J. (2006). The effect of social grounding on collaboration in a computer-mediated small group discussion. Internet and Higher Education, 9(1), 37–46.
Asparouhov, T., & Muthen, B. (2014). Auxiliary variables in mixture modeling: Using the BCH method in Mplus to estimate a distal outcome model and an arbitrary secondary model. Mplus Web Notes, 21(2), 1–22.
Aspers, P. (2009). Empirical phenomenology: A qualitative research approach (The Cologne Seminars). Indo-Pacific Journal of Phenomenology, 9(2), 1–12.
Brahm, T. & Jenert, T. (2015). On the assessment of attitudes towards studying – Development and validation of a questionnaire. Learning and Individual Differences, 43, 233–242.
Brahm, T., Jenert, T. & Wagner, D. (2017). Students’ transition into a Business School – A longitudinal study of their motivational development. Higher Education 73(3), 459–478.
Aymans, S. C., & Kauffeld, S. (2015). To leave or not to leave? Critical factors for university dropout among first-generation students. Zeitschrift Für Hochschulentwicklung, 10, 23–43.
Bandura, A. (1989). Human agency in social cognitive theory. American Psychologist, 44(9), 1175–1184. https://doi.org/10.1037/0003-066X.44.9.1175
Briggs, A. R. J., Clark, J., & Hall, I. (2012). Building bridges: understanding student transition to university. Quality in Higher Education, 18(1), 3–21. https://doi.org/10.1080/13538322.2011.614468
Brouwer, J., Flache, A., Jansen, E., Hofman, A., & Steglich, C. (2018). Emergent achievement segregation in freshmen learning community networks. Higher Education, 76(3), 483–500.
Busse, V. (2013). Why do first-year students of German lose motivation during their first year at university? Studies in Higher Education, 38(7), 951–971. https://doi.org/10.1080/03075079.2011.602667
Byrne, M., & Flood, B. (2005). A study of accounting students' motives, expectations and preparedness for higher education. Journal of Further and Higher Education, 29(2), 111–124. https://doi.org/10.1080/03098770500103176
Cassady, J. C., & Johnson, R. E. (2002). Cognitive Test Anxiety and Academic Performance. Contemporary Educational Psychology, 27(2), 270–295. https://doi.org/10.1006/ceps.2001.1094
Chapman, D. W., & Pascarella, E. T. (1983). Predictors of academic and social integration of college students. Research in Higher Education, 19(3), 295–322.
Christie, H., Tett, L., Cree, V. E., Hounsell, J., & McCune, V. (2008). ‘A real rollercoaster of confidence and emotions’: learning to be a university student. Studies in Higher Education, 33(5), 567–581. https://doi.org/10.1080/03075070802373040
Coertjens, L., Donche, V., Maeyer, S. de, van Daal, T., & van Petegem, P. (2017). The growth trend in learning strategies during the transition from secondary to higher education in Flanders. Higher Education, 73(3), 499–518. https://doi.org/10.1007/s10734-016-0093-x
Cotten, S. R., & Wilson, B. (2006). Student-faculty Interactions: Dynamics and Determinants. Higher Education, 51(4), 487–519.
Deci, E. L., & Ryan, R. M. (1996). Need Satisfaction and the Self-Regulation of Learning. Learning and Individual Differences, 8(3), 165–183.
De Clercq, M., Galand, B., & Frenay, M. (2020). One goal, different pathways: Capturing diversity in processes leading to first-year students' achievement. Learning and Individual Differences, 81, 101908. https://doi.org/10.1016/j.lindif.2020.101908
Delaney, A. M. (2008). Why Faculty-Student Interaction Matters in the First Year Experience. Tertiary Education and Management, 14(3), 227–241.
Donche, V., Coertjens, L., & van Petegem, P. (2010). Learning pattern development throughout higher education: A longitudinal study. Learning and Individual Differences, 20(3), 256–259. https://doi.org/10.1016/j.lindif.2010.02.002
Donche, V., Maeyer, S. de, Coertjens, L., van Daal, T., & van Petegem, P. (2013). Differential use of learning strategies in first-year higher education: The impact of personality, academic motivation, and teaching strategies. British Journal of Educational Psychology, 83(2), 238–251. https://doi.org/10.1111/bjep.12016
Duchatelet, D., & Donche, V. (2019). Fostering self-efficacy and self-regulation in higher education: a matter of autonomy support or academic motivation? Higher Education Research & Development, 38(4), 733–747.
Dyson, R., & Renk, K. (2006). Freshmen adaptation to university life: Depressive symptoms, stress, and coping. Journal of Clinical Psychology, 62(10), 1231–1244. https://doi.org/10.1002/jclp.20295
Fenollar, P., Román, S., & Cuestas, P. J. (2007). University students' academic performance: An integrative conceptual framework and empirical analysis. British Journal of Educational Psychology, 77(4), 873–891. https://doi.org/10.1348/000709907x189118
Fereday, J., & Muir-Cochrane, E. (2006). Demonstrating Rigor Using Thematic Analysis: A Hybrid Approach of Inductive and Deductive Coding and Theme Development. International Journal of Qualitative Methods, 5(1), 80–92.
Ferguson, S. L., Moore, E. W. G., & Hull, D. M. (2019). Finding latent groups in observed data: A primer on latent profile analysis in Mplus for applied researchers. International Journal of Behavioral Development, 1–11.
Gale, T., & Parker, S. (2012). Navigating change: a typology of student transition in higher education. Studies in Higher Education, 39(5), 1–20. https://doi.org/10.1080/03075079.2012.721351
Grätz-Tümmers, J. (2003). Arbeitsprobleme im Studium. Marburg: Philipps-Universität.
Hailikari, T., Kordts-Freudinger, R., & Postareff, L. (2014). Exploring the relationship between university students' emotions and their studying and learning: A mixed-method approach. Paper presented at the EARLI SIG Higher Education Conference, Leuven.
Honicke, T., & Broadbent, J. (2016). The influence of academic self-efficacy on academic performance: A systematic review. Educational Research Review, 17, 63–84. https://doi.org/10.1016/j.edurev.2015.11.002
Hsieh, P.-H., Sullivan, J. R., & Guerra, N. S. (2007). A Closer Look at College Students: Self-Efficacy and Goal Orientation. Journal of Advanced Academics, 18(3), 454–476. https://doi.org/10.4219/jaa-2007-500
Jacobs, P. A., & Newstead, S. E. (2000). The nature and development of student motivation. British Journal of Educational Psychology, 70(2), 243–254.
Kim, Y. K., & Lundberg, C. A. (2016). A Structural Model of the Relationship Between Student-Faculty Interaction and Cognitive Skills Development Among College Students. Research in Higher Education, 57(3), 288–309.
Kuh, G. D. (2009). What Student Affairs Professionals Need to Know about Student Engagement. Journal of College Student Development, 50(6), 683–706. https://doi.org/10.1353/csd.0.0099
Kuh, G. D., Cruce, T. M., Shoup, R., & Kinzie, J. (2008). Unmasking the Effects of Student Engagement on First-Year College Grades and Persistence. The Journal of Higher Education, 79(5), 540–563.
Kuh, G. D., & Hu, S. (2001). The Effects of Student-Faculty Interaction In the 1990s. The Review of Higher Education, 24(3), 309–332.
Kuh, G. D., Kinzie, J., Schuh, J. H., & Whitt, E. J. (2005). Assessing Conditions to enhance Ecuational Effectiveness: The Inventory for Student Engagement and Success. San Francisco: Jossey-Bass.
Kyndt, E., Coertjens, L., van Daal, T., Donche, V., Gijbels, D., & van Petegem, P. (2015a). The development of students' motivation in the transition from secondary school to higher education. A longitudinal study. Learning and Individual Differences, 39, 114–123.
Kyndt, E., Coertjens, L., van Daal, T., Donche, V., Gijbels, D., & van Petegem, P. (2015b). The development of students' motivation in the transition from secondary to higher education: A longitudinal study. Learning and Individual Differences, 39, 114–123. https://doi.org/10.1016/j.lindif.2015.03.001
Kyndt, E., Donche, V., van Daal, T., Gijbels, D., & van Petegem, P. (2019). Does self-efficacy contribute to the development of students' motivation across the transition from secondary school to higher education? European Journal of Psychology of Education, 34(2), 457–478.
Lau, S., Liem, A. D., & Nie, Y. (2008). Task- and self-related pathways to deep learning: The mediating role of achievement goals, classroom attentiveness, and group participation. British Journal of Educational Psychology, 78(4), 639–662. https://doi.org/10.1348/000709907x270261
Leese, M. (2010). Bridging the gap: supporting student transitions into higher education. Journal of Further and Higher Education, 34(2), 239–251. https://doi.org/10.1080/03098771003695494
Lieberman, D. A., & Remedios, R. (2007). Do undergraduates' motives for studying change as they progress through their degrees? British Journal of Educational Psychology, 77(2), 379–395. https://doi.org/10.1348/000709906x157772
Martens, T., & Metzger, C. (2017). Different Transitions of Learning at University: Exploring the Heterogeneity of Motivational Processes. In E. Kyndt, V. Donche, K. Trigwell, & S. Lindblom-Ylänne (Eds.), Higher Education Transitions: Theory and Research (1st ed., pp. 31–46). London: Routledge.
Martin, A. J., Colmar, S. H., Davey, L. A., & Marsh, H. W. (2010). Longitudinal modelling of academic buoyancy and motivation: Do the '5Cs' hold up over time? British Journal of Educational Psychology, 80(3), 473–496.
Masyn, K. (2013). Latent class analysis and finite mixture modeling. The Oxford Handbook of Quantitative Methods in Psychology, 2, 551–611.
Meehan, C., & Howells, K. (2018). 'What really matters to freshers?': evaluation of first year student experience of transition into university. Journal of Further and Higher Education, 42(7), 893–907.
Mellanby, J., & Zimdars, A. (2011). Trait anxiety and final degree performance at the University of Oxford. Higher Education, 61(4), 357–370. https://doi.org/10.1007/s10734-010-9335-5
Nagin, D. S. (2005). Group-Based Modeling of Development. London: Harvard University Press.
Nevill, A., & Rhodes, C. (2004). Academic and social integration in higher education: a survey of satisfaction and dissatisfaction within a first-year education studies cohort at a new university. Journal of Further and Higher Education, 28(2), 179–193.
Noyens, D., Donche, V., Coertjens, L., van Daal, T., & van Petegem, P. (2019). The directional links between students’ academic motivation and social integration during the first year of higher education. European Journal of Psychology of Education, 34(1), 67–86.
Nulty, D. D. (2008). The adequacy of response rates to online and paper surveys: what can be done? Assessment & Evaluation in Higher Education, 33(3), 301–314. https://doi.org/10.1080/02602930701293231
Nylund, K. L., Asparouhov, T., & Muthén, B. O. (2007). Deciding on the Number of Classes in Latent Class Analysis and Growth Mixture Modeling: A Monte Carlo Simulation Study. Structural Equation Modeling: A Multidisciplinary Journal, 14(4), 535–569. https://doi.org/10.1080/10705510701575396
Pan, Y., & Gauvain, M. (2012). The continuity of college students’ autonomous learning motivation and its predictors: A three-year longitudinal study. Learning and Individual Differences, 22(1), 92–99. https://doi.org/10.1016/j.lindif.2011.11.010
Patton, M. Q. (2002). Qualitative evaluation and research methods (3rd). London et al.: Sage.
Pekrun, R., Elliot, A. J., & Maier, M. A. (2009). Achievement goals and achievement emotions: Testing a model of their joint relations with academic performance. Journal of Educational Psychology, 101(1), 115–135.
Pekrun, R., Goetz, T., Titz, W., & Perry, R. P. (2002). Academic Emotions in Students' Self-Regulated Learning and Achievement: A Program of Qualitative and Quantitative Research. Educational Psychologist, 37(2), 91–105. https://doi.org/10.1207/s15326985ep3702_4
Pekrun, R., Götz, T., & Perry, R. P. (2005). Academic Emotions Questionnaire (AEQ). User’s Manual.
Pekrun, R., & Linnenbrink-Garcia, L. (2012). Academic Emotions and Student Engagement. In S. L. Christenson, A. L. Reschly, & C. Wylie (Eds.), Handbook of Research on Student Engagement (pp. 259–282). New York: Springer.
Perry, C., & Allard, A. (2003). Making the connections: transition experiences for first-year education students. Journal of Educational Inquiry, 4(2), 74–89.
Pintrich, P. R., Smith, D. A. F., Garcia, T., & McKeachie, W. J. (1991). A Manual for the Use of the Motivated Strategies for Learning Questionnaire (MSLQ). Ann Arbor, MI: National Center for Research to Improve Postsecondary Teaching and Learning.
Prat-Sala, M., & Redford, P. (2010). The interplay between motivation, self-efficacy, and approaches to studying. British Journal of Educational Psychology, 80, 283–305. https://doi.org/10.1348/000709909x480563
Ramos-Sánchez, L., & Nichols, L. (2007). Self-Efficacy of First-Generation and Non-First-Generation College Students: The Relationship With Academic Performance and College Adjustment. Journal of College Counseling, 10(1), 6–18. https://doi.org/10.1002/j.2161-1882.2007.tb00002.x
Ratelle, C. F., Guay, F., Larose, S., & Senécal, C. (2004). Family Correlates of Trajectories of Academic Motivation During a School Transition: A Semiparametric Group-Based Approach. Journal of Educational Psychology, 96(4), 743–754. https://doi.org/10.1037/0022-0663.96.4.743
Riordan, B. C., & Carey, K. B. (2019). Wonderland and the rabbit hole: A commentary on university students' alcohol use during first year and the early transition to university. Drug and Alcohol Review, 38(1), 34–41.
Robbins, S. B., Lauver, K., Le, H., Davis, D., Langley, R., & Carlstrom, A. (2004). Do Psychosocial and Study Skill Factors Predict College Outcomes?: A Meta-Analysis. Psychological Bulletin, 130(2), 261–288. https://doi.org/10.1037/0033-2909.130.2.261
Rocconi, L. M. (2011). The Impact of Learning Communities on First Year Students’ Growth and Development in College. Research in Higher Education, 52(2), 178–193. https://doi.org/10.1007/s11162-010-9190-3
Sax, L. J., Gilmartin, S. K., & Bryant, A. N. (2003). Assessing Response Rates and Nonresponse Bias in Web and Paper Surveys. Research in Higher Education, 44(4), 409–432. https://doi.org/10.1023/a:1024232915870
Schneider, M., & Preckel, F. (2017). Variables associated with achievement in higher education: A systematic review of meta-analyses. Psychological Bulletin, 143(6), 565–600. https://doi.org/10.1037/bul0000098
Sotardi, V. A., Bosch, J., & Brogt, E. (2020). Multidimensional influences of anxiety and assessment type on task performance. Social Psychology of Education, 23(2), 499–522.
Sotardi, V. A., & Brogt, E. (2019). Influences of learning strategies on assessment experiences and outcomes during the transition to university. Studies in Higher Education. Retrieved from https://www.tandfonline.com/doi/full/10.1080/03075079.2019.1647411
Talsma, K., Schüz, B., Schwarzer, R., & Norris, K. (2018). I believe, therefore I achieve (and vice versa): A meta-analytic cross-lagged panel analysis of self-efficacy and academic performance. Learning and Individual Differences, 61, 136–150. https://doi.org/10.1016/j.lindif.2017.11.015
Tett, L., Cree, V. E., & Christie, H. (2017). From further to higher education: Transition as an on-going process. Higher Education, 73(3), 389–406. https://doi.org/10.1007/s10734-016-0101-1
Thomas, L. (2002). Student retention in higher education: the role of institutional habitus. Journal of Education Policy, 17(4), 423–442. https://doi.org/10.1080/02680930210140257
Thompson, B., & Mazer, J. P. (2009). College Student Ratings of Student Academic Support: Frequency, Importance, and Modes of Communication. Communication Education, 58(3), 433–458. https://doi.org/10.1080/03634520902930440
Tinto, V. (1993). Leaving college: Rethinking the causes and cures of student attrition (2. ed., 4. print). Chicago, IL: University of Chicago Press.
Villavicencio, F. T., & Bernardo, A. B. I. (2013). Positive academic emotions moderate the relationship between self-regulation and academic achievement. British Journal of Educational Psychology, 83(2), 329–340.
Walsh, C., Larsen, C., & Parry, D. (2009). Academic tutors at the frontline of student support in a cohort of students succeeding in higher education. Educational Studies, 35(4), 405–424. https://doi.org/10.1080/03055690902876438
Zajacova, A., Lynch, S., & Espenshade, T. (2005). Self-Efficacy, Stress, and Academic Success in College. Research in Higher Education, 46(6), 677–706. https://doi.org/10.1007/s11162-004-4139-z
Zander, L., Brouwer, J., Jansen, E., Crayen, C., & Hannover, B. (2018). Academic self-efficacy, growth mindsets, and university students' integration in academic and social support networks. Learning and Individual Differences, 62, 98–107.
Zeidner, M. (1998). Test anxiety: The state of the art. New York, NY: Plenum Press.
Zhao, C.-M., & Kuh, G. D. (2004). Adding Value: Learning Communities and Student Engagement. Research in Higher Education, 45(2), 115–138. https://doi.org/10.1023/B:RIHE.0000015692.88534.de