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Research Articles

Understanding college students’ achievement goals toward using open educational resources from the perspective of expectancy–value theory

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Pages 675-693 | Received 10 Apr 2023, Accepted 25 Sep 2023, Published online: 15 Oct 2023

References

  • Arens, A. K., Schmidt, I., & Preckel, F. (2019). Longitudinal relations among self-concept, intrinsic value, and attainment value across secondary school years in three academic domains. Journal of Educational Psychology, 111, 663–684. https://doi.org/10.1037/edu0000313
  • Bardach, L., Oczlon, S., Pietschnig, J., & Lüftenegger, M. (2020). Has achievement goal theory been right? A meta-analysis of the relation between goal structures and personal achievement goals. Journal of Educational Psychology, 112(6), 1197–1220. https://doi.org/10.1037/edu0000419
  • Bentler, P. M. (1990). Comparative fit indexes in structural models. Psychological Bulletin, 107(2), 238–246. https://doi.org/10.1037/0033-2909.107.2.238
  • Berweger, B., Born, S., & Dietrich, J. (2022). Expectancy-value appraisals and achievement emotions in an online learning environment: Within- and between-person relationships. Learning and Instruction, 77, Article 101546. https://doi.org/10.1016/j.learninstruc.2021.101546
  • Bissell-Havran, J. M., & Loken, E. (2009). The role of friends in early adolescents’ academic self-competence and intrinsic value for math and English. Journal of Youth and Adolescence, 38(1), 41–50. https://doi.org/10.1007/s10964-007-9266-3
  • Bong, M. (2001). Between- and within-domain relations of academic motivation among middle and high school students: Self-efficacy, task value, and achievement goals. Journal of Educational Psychology, 93(1), 23–34. https://doi.org/10.1037/0022-0663.93.1.23
  • Chen, A., & Liu, X. (2009). Task values, cost, and choice decisions in college physical education. Journal of Teaching in Physical Education, 28(2), 192–213. https://doi.org/10.1123/jtpe.28.2.192
  • Clinton, V. (2018). Savings without sacrifices: A case study of open-source textbook adoption. Open Learning: The Journal of Open, Distance, and e-Learning, 33(3), 177–189. https://doi.org/10.1080/02680513.2018.1486184
  • Cooney, C. (2017). What impacts do OER have on students? Students share their experiences with a health psychology OER at New York City College of Technology. The International Review of Research in Open and Distributed Learning, 18(4). https://doi.org/10.19173/irrodl.v18i4.3111
  • Curran, P. J., West, S. G., & Finch, J. F. (1996). The robustness of test statistics to nonnormality and specification error in confirmatory factor analysis. Psychological Methods, 1, 16–29. https://doi.org/10.1037/1082-989X.1.1.16
  • Darnon, C., Jury, M., & Aelenei, C. (2018). Who benefits from mastery-approach and performance-approach goals in college? Students’ social class as a moderator of the link between goals and grade. European Journal of Psychology of Education, 33(4), 713–726. https://doi.org/10.1007/s10212-017-0351-z
  • de Barba, P. g., Kennedy, G. e., & Ainley, M. d. (2016). The role of students’ motivation and participation in predicting performance in a MOOC. Journal of Computer Assisted Learning, 32(3), 218–231. https://doi.org/10.1111/jcal.12130
  • Deemer, E. D., Yough, M., & Morel, S. A. (2018). Performance-approach goals, science task preference, and academic procrastination: Exploring the moderating role of competence perceptions. Motivation and Emotion, 42(2), 200–213. https://doi.org/10.1007/s11031-017-9649-z
  • Dweck, C. S. (1986). Motivational processes affecting learning. American Psychologist, 41(10), 1040–1048. https://doi.org/10.1037/0003-066X.41.10.1040
  • Dweck, C. S. (2013). Self-theories: Their role in motivation, personality, and development. Psychology Press. https://doi.org/10.4324/9781315783048
  • Eccles, J. S., Adler, T. F., Futterman, R., Goff, S. B., Kaczala, C. M., Meece, J. L., & Midgley, C. (1983). Expectancies, values and academic behaviors. In J. T. Spence (Ed.), Achievement and achievement motives: Psychological and sociological approaches (pp. 75–146). W. H. Freeman and Company.
  • Eccles, J. S., & Wigfield, A. (1995). In the mind of the actor: The structure of adolescents’ achievement task values and expectancy-related beliefs. Personality and Social Psychology Bulletin, 21(3), 215–225. https://doi.org/10.1177/0146167295213003
  • Elliot, A. J. (1999). Approach and avoidance motivation and achievement goals. Educational Psychologist, 34(3), 169–189. https://doi.org/10.1207/s15326985ep3403_3
  • Elliot, A. J., & McGregor, H. A. (2001). A 2 × 2 achievement goal framework. Journal of Personality and Social Psychology, 80(3), 501–519. https://doi.org/10.1037/0022-3514.80.3.501
  • Elliot, A. J., & Thrash, T. M. (2001). Achievement goals and the hierarchical model of achievement motivation. Educational Psychology Review, 13, 139–156. https://doi.org/10.1023/A:1009057102306
  • Field, A. (2013). Discovering statistics using IBM SPSS Statistics. Sage.
  • Finney, S. J., & DiStefano, C. (2006). Non-normal and categorical data in structural equation modeling. Structural Equation Modeling: A Second Course, 10(6), 269–314.
  • Flake, J. K., Barron, K. E., Hulleman, C., McCoach, B. D., & Welsh, M. E. (2015). Measuring cost: The forgotten component of expectancy-value theory. Contemporary Educational Psychology, 41, 232–244. https://doi.org/10.1016/j.cedpsych.2015.03.002
  • Freeman, A., Tang, H., & Geary, J. (2022). Understanding mathematics instructors' perceptions of OER: A mixed methods study. Journal of Open Educational Resources in Higher Education. 1(1), 145–162. https://doi.org/10.13001/joerhe.v1i1.7147
  • Greene, B. A., Debacker, T. K., Ravindran, B., & Krows, A. J. (1999). Goals, values, and beliefs as predictors of achievement and effort in high school mathematics classes. Sex Roles, 40(5), 421–458. https://doi.org/10.1023/A:1018871610174
  • Grewe, K., & Davis, W. P. (2017). The impact of enrollment in an OER course on student learning outcomes. The International Review of Research in Open and Distributed Learning, 18(4). https://doi.org/10.19173/irrodl.v18i4.2986
  • Harackiewicz, J. M., & Elliot, A. J. (1993). Achievement goals and intrinsic motivation. Journal of Personality and Social Psychology, 65(5), 904–915. https://doi.org/10.1037/0022-3514.65.5.904
  • Hilton, J. (2016). Open educational resources and college textbook choices: A review of research on efficacy and perceptions. Educational Technology Research and Development, 64(4), 573–590. https://doi.org/10.1007/s11423-016-9434-9
  • Hilton, J. (2020). Open educational resources, student efficacy, and user perceptions: A synthesis of research published between 2015 and 2018. Educational Technology Research and Development, 68(3), 853–876. https://doi.org/10.1007/s11423-019-09700-4
  • Holzer, J., Bürger, S., Lüftenegger, M., & Schober, B. (2022). Revealing associations between students’ school-related well-being, achievement goals, and academic achievement. Learning and Individual Differences, 95, Article 102140. https://doi.org/10.1016/j.lindif.2022.102140
  • Hulleman, C. S., Schrager, S. M., Bodmann, S. M., & Harackiewicz, J. M. (2010). A meta-analytic review of achievement goal measures: Different labels for the same constructs or different constructs with similar labels? Psychological Bulletin, 136(3), 422–449. https://doi.org/10.1037/a0018947
  • Jiang, Y., Rosenzweig, E. Q., & Gaspard, H. (2018). An expectancy-value-cost approach in predicting adolescent students’ academic motivation and achievement. Contemporary Educational Psychology, 54, 139–152. https://doi.org/10.1016/j.cedpsych.2018.06.005
  • Joo, Y. J., Lim, K. Y., & Kim, J. (2013). Locus of control, self-efficacy, and task value as predictors of learning outcome in an online university context. Computers & Education, 62, 149–158. https://doi.org/10.1016/j.compedu.2012.10.027
  • Kimmel, S., Bol, L., Ryan, D., & Esqueda, M. (2022). The experiences of community college faculty using open educational resources versus publisher textbooks. Community College Journal of Research and Practice, https://doi.org/10.1080/10668926.2022.2107118
  • Koseoglu, S., & Bozkurt, A. (2018). An exploratory literature review on open educational practices. Distance Education, 39(4), 441–461. https://doi.org/10.1080/01587919.2018.1520042
  • Lee, Y., & Song, H.-D. (2022). Motivation for MOOC learning persistence: An expectancy–value theory perspective. Frontiers in Psychology, 13. https://doi.org/10.3389/fpsyg.2022.958945
  • Lin, Y., & Tang, H. (2017). Exploring student perceptions of the use of open educational resources to reduce statistics anxiety. Journal of Formative Design in Learning, 1(2), 110–125. https://doi.org/10.1007/s41686-017-0007-z
  • Liu, W. C. (2021). Implicit theories of intelligence and achievement goals: A look at students’ intrinsic motivation and achievement in mathematics. Frontiers in Psychology, 12. https://doi.org/10.3389/fpsyg.2021.593715
  • Matos, L., Lens, W., Vansteenkiste, M., & Mouratidis, A. (2017). Optimal motivation in Peruvian high schools: Should learners pursue and teachers promote mastery goals, performance-approach goals or both? Learning and Individual Differences, 55, 87–96. https://doi.org/10.1016/j.lindif.2017.02.003
  • Nicholls, J. G. (1984). Achievement motivation: Conceptions of ability, subjective experience, task choice, and performance. Psychological Review, 91(3), 328–346. https://doi.org/10.1037/0033-295X.91.3.328
  • Putwain, D. W., Nicholson, L. J., Pekrun, R., Becker, S., & Symes, W. (2019). Expectancy of success, attainment value, engagement, and achievement: A moderated mediation analysis. Learning and Instruction, 60, 117–125. https://doi.org/10.1016/j.learninstruc.2018.11.005
  • Putwain, D. W., Schmitz, E. A., Wood, P., & Pekrun, R. (2021). The role of achievement emotions in primary school mathematics: Control–value antecedents and achievement outcomes. British Journal of Educational Psychology, 91(1), 347–367. https://doi.org/10.1111/bjep.12367
  • Raubenheimer, J. (2004). An item selection procedure to maximise scale reliability and validity. SA Journal of Industrial Psychology, 30(4), Article 4. https://doi.org/10.4102/sajip.v30i4.168
  • Rawsthorne, L. J., & Elliot, A. J. (1999). Achievement goals and intrinsic motivation: A meta-analytic review. Personality and Social Psychology Review, 3(4), 326–344. https://doi.org/10.1207/s15327957pspr0304_3
  • Read, K., Tang, H., Lovett, A., & Bodily, R. (2020). Understanding the impact of OER courses in relation to student socioeconomic status and employment. International Journal of Open Educational Resources, 3(1). https://doi.org/10.18278/ijoer.3.1.5
  • Robinson, K. A., Perez, T., White-Levatich, A., & Linnenbrink-Garcia, L. (2022). Gender differences and roles of two science self-efficacy beliefs in predicting post-college outcomes. The Journal of Experimental Education, 90(2), 344–363. https://doi.org/10.1080/00220973.2020.1808944
  • Rõõm, M., Luik, P., & Lepp, M. (2023). Learner success and the factors influencing it in computer programming MOOC. Education and Information Technologies, 28(7), 8645–8663. https://doi.org/10.1007/s10639-022-11535-1
  • Senko, C., & Dawson, B. (2017). Performance-approach goal effects depend on how they are defined: Meta-analytic evidence from multiple educational outcomes. Journal of Educational Psychology, 109, 574–598. https://doi.org/10.1037/edu0000160
  • Spinath, B., Spinath, F. M., Harlaar, N., & Plomin, R. (2006). Predicting school achievement from general cognitive ability, self-perceived ability, and intrinsic value. Intelligence, 34(4), 363–374. https://doi.org/10.1016/j.intell.2005.11.004
  • Sun, Z., & Xie, K. (2020). How do students prepare in the pre-class setting of a flipped undergraduate math course? A latent profile analysis of learning behavior and the impact of achievement goals. The Internet and Higher Education, 46, Article 100731. https://doi.org/10.1016/j.iheduc.2020.100731
  • Tang, H. (2020). A qualitative inquiry of k–12 teachers’ experience with open educational practices: Perceived benefits and barriers of implementing open educational resources. The International Review of Research in Open and Distributed Learning, 21(3), 211–229. https://doi.org/10.19173/irrodl.v21i3.4750
  • Tang, H. (2021). Implementing open educational resources in digital education. Educational Technology Research and Development, 69(1), 389–392. https://doi.org/10.1007/s11423-020-09879-x
  • Tang, H. & Bao, Y. (2020). Social justice and K-12 teachers’ effective use of OER: A cross-cultural comparison by nations. Journal of Interactive Media in Education, 2020(1). https://doi.org/10.5334/jime.576
  • Tang, H., & Bao, Y. (2021). Latent class analysis of K-12 teachers’ barriers to implementing OER. Distance Education. 42(4), 582–598. https://doi.org/10.1080/01587919.2021.1986371
  • Tang, H. & Bao, Y. (2023). Understanding college instructors' value beliefs towards OER: A diagnostic classification models approach. Education and Information Technologies. 28(6), 6825–6844. https://doi.org/10.1007/s10639-022-11455-0
  • Tang, H., Lin, Y.-J., & Qian, Y. (2020). Understanding K-12 teachers’ intention to adopt open educational resources: A mixed methods inquiry. British Journal of Educational Technology, 51(6), 2558–2572. https://doi.org/10.1111/bjet.12937
  • Tang, H., Lin, Y.-J., & Qian, Y. (2021). Improving K-12 teachers’ acceptance of open educational resources by open educational practices: A mixed methods inquiry. Educational Technology Research and Development, 69(6), 3209–3232. https://doi.org/10.1007/s11423-021-10046-z
  • Tang, H., Xing, W., & Pei, B. (2018). Exploring the temporal dimension of forum participation in MOOCs. Distance Education, 39(3), 353–372. https://doi.org/10.1080/01587919.2018.1476841
  • Tang, H., Xing, W., & Pei, B. (2019). Time really matters: Understanding the temporal dimension of online learning using educational data mining. Journal of Educational Computing Research, 57(5), 1326–1347. https://doi.org/10.1177/0735633118784705
  • Tillinghast, B., Fialkowski, M. K., & Draper, J. (2020). Exploring aspects of open educational resources through OER-enabled pedagogy. Frontiers in Education, 5. https://doi.org/10.3389/feduc.2020.00076
  • Trautwein, U., Marsh, H. W., Nagengast, B., Lüdtke, O., Nagy, G., & Jonkmann, K. (2012). Probing for the multiplicative term in modern expectancy–value theory: A latent interaction modeling study. Journal of Educational Psychology, 104(3), 763–777. https://doi.org/10.1037/a0027470
  • Trust, T., Maloy, R. W., & Edwards, S. (2022). College student engagement in OER design projects: Impacts on attitudes, motivation, and learning. Active Learning in Higher Education. https://doi.org/10.1177/14697874221081454
  • United Nations Educational, Scientific, and Cultural Organization. (2019, November 20). UNESCO recommendation on open educational resources (OER). https://bit.ly/34CaA86
  • Van Yperen, N. W., Elliot, A. J., & Anseel, F. (2009). The influence of mastery-avoidance goals on performance improvement. European Journal of Social Psychology, 39(6), 932–943. https://doi.org/10.1002/ejsp.590
  • Wang, Y., & Baker, R. (2018). Grit and intention: Why do learners complete MOOCs? The International Review of Research in Open and Distributed Learning, 19(3). https://doi.org/10.19173/irrodl.v19i3.3393
  • Westfall, P. H., & Henning, K. S. S. (2013). Texts in statistical science: Understanding advanced statistical methods. Taylor & Francis. https://doi.org/10.1201/b14398
  • Wigfield, A., & Eccles, J. S. (2000). Expectancy–value theory of achievement motivation. Contemporary Educational Psychology, 25(1), 68–81. https://doi.org/10.1006/ceps.1999.1015
  • Wiley, D., & Hilton, J. L. (2018). Defining OER-enabled pedagogy. The International Review of Research in Open and Distributed Learning, 19(4). https://doi.org/10.19173/irrodl.v19i4.3601
  • Yang, B., Tang, H., Hao, L., & Rose, J. R. (2022). Untangling chaos in discussion forums: A temporal analysis of topic-relevant forum posts in MOOCs. Computers & Education, 178, Article 104402. https://doi.org/10.1016/j.compedu.2021.104402
  • Yang, Y., & Taylor, J. (2013). The role of achievement goals in online test anxiety and help-seeking. Educational Research and Evaluation, 19(8), 651–664. https://doi.org/10.1080/13803611.2013.811086
  • Yang, Y., Taylor, J., & Cao, L. (2016). The 3 x 2 achievement goal model in predicting online student test anxiety and help-seeking. International Journal of E-Learning & Distance Education, 31(1). https://www.ijede.ca/index.php/jde/article/view/914