The DOI matches its Crossref record; 9 of the 9 references it cites were found in a registry or an index.
Reliability and Predictive Validity of the Motivated Strategies for Learning Questionnaire (Mslq)
Abstract
This paper reports on a new self-report, Likert-scaled instrument that was designed to assess motivation and use of learning strategies by college students. The motivation scales tap into three broad areas: (1) value (intrinsic and extrinsic goal orientation, task value), (2) expectancy (control beliefs about learning, self-efficacy); and (3) affect (test anxiety). The learning strategies section is comprised of nine scales which can be distinguished as cognitive, metacognitive, and resource management strategies. The cognitive strategies scales include (a) rehearsal, (b) elaboration, (c) organization, and (d) critical thinking. Metacognitive strategies are assessed by one large scale that includes planning, monitoring, and regulating strategies. Resource management strategies include (a) managing time and study environment; (b) effort management, (c) peer learning, and (d) help-seeking. Scale reliabilities are robust, and confirmatory factor analyses demonstrated good factor structure. In addition, the instrument shows reasonable predictive validity to the actual course performance of students.
Overview
Integrity signals
Registry
Cites
Statistics
Verification
Claims the paper makes
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
In the citing paper
“Established learning questionnaires (e.g., Pintrich et al. 1993) provide students with strategies or procedures, asking them to indicate whether and/or how often they apply the respective strategies.”
From Transfer of metacognitive skills in self-regulated learning: an experimental training study (2020) · cites this paper as Pintrich et al. 1993
In the citing paper
“As indicated in the original study (Pintrich et al., 1993), this scale demonstrates good reliability and validity (Cronbach's alpha = 0.80).”
From The role of critical thinking on undergraduates' reliance behaviours on generative AI in problem‐solving (2025) · cites this paper as Pintrich et al., 1993
Citations
Cites
Handbook of research on teaching
Wittrock, M. C. (1986) · Bibliothèque et Archives nationales du Québec (Québec government) · Cited by 10,630
Structural Equation Modeling with LISREL: Essentials and Advances.
Land, K. C., & Hayduk, L. A. (1990) · Social Forces · doi:10.2307/2579660 · Cited by 1,313
A Process-Oriented View of Student Motivation and Cognition.
Pintrich, P. (1988) · New Directions for Institutional Research · doi:10.1002/ir.37019885707 · Cited by 255
Self-citationMckeachie, W., Pintrich, P., & Lin, Y.-G. (1985) · Educational Psychologist · doi:10.1207/s15326985ep2003_5 · Cited by 159
Self-citationStructural Equation Modeling with LISREL: Essentials and Advances
Wardrop, J. L., Hayduk, L. A., & Bollen, K. A. (1993) · Journal of Educational Statistics · doi:10.2307/1165186 · Cited by 127
Survey of study habits and attitutes
Brown, W. F., & Holtzman, W. H. (1965) · Bibliothèque et Archives nationales du Québec (Québec government) · Cited by 117
Student learning and college teaching
Pintrich, P. (1988) · New Directions for Teaching and Learning · doi:10.1002/tl.37219883308 · Cited by 103
Self-citationTeaching a Course in Learning to Learn
Pintrich, P. R., McKeachie, W. J., & Lin, Y.-G. (1987) · Teaching of Psychology · doi:10.1207/s15328023top1402_3 · Cited by 80
Self-citationSurvey of Study Habits and Attitudes
Brown, W. F., & Holtzman, W. H. (1953) · PsycTESTS Dataset · doi:10.1037/t06896-000 · Cited by 79
Research works printed but not linked: 2
- Joreskog, K. G., 1986, LISREL: Analysis of linear structural relationships by the method of maximum likelihood: User's guide
- Pintrich, P. R., 1989, Advances in motivation and achievement: Motivation-enhancing environments, 117
Cited by
Sorted by citations
Items 601–700 of 1,012
Ackerman, P. L., Chamorro‐Premuzic, T., & Furnham, A. F. (2010) · British Journal of Educational Psychology · doi:10.1348/000709910x522564 · Cited by 74
Nye, B. D., Pavlik, P. I., Windsor, A., Olney, A. M., Hajeer, M., & Hu, X. (2018) · International Journal of STEM Education · doi:10.1186/s40594-018-0109-4 · Cited by 55
Salehi, S., Cotner, S. H., Azarin, S. M., Carlson, E. E., Driessen, M. D., Ferry, V. E., Harcombe, W. R., McGaugh, S. E., Wassenberg, D. M., Yonas, A., et al. (2019) · Frontiers in Education · doi:10.3389/feduc.2019.00107 · Cited by 73
Learning Strategies, Study Skills, and Self-Regulated Learning in Postsecondary Education
Winne, P. H. (2013) · Higher Education: Handbook of Theory and Research · doi:10.1007/978-94-007-5836-0_8 · Cited by 73
Perceived instructor affective support in relation to academic emotions and motivation in college
SAKİZ, G. (2011) · Educational Psychology · doi:10.1080/01443410.2011.625611 · Cited by 73
Cuberos, R. C., Ortega, F. Z., Martínez-Martínez, A., Moreno, E. M. O., & Sánchez, M. C. (2018) · Nutrients · doi:10.3390/nu10111566 · Cited by 73
Hou, C., Zhu, G., & Sudarshan, V. (2025) · British Journal of Educational Technology · doi:10.1111/bjet.13613 · Cited by 72
Fan, K., & See, B. H. (2022) · Thinking Skills and Creativity · doi:10.1016/j.tsc.2022.101145 · Cited by 72
Poitras, E., & Lajoie, S. P. (2013) · Metacognition and Learning · doi:10.1007/s11409-013-9104-9 · Cited by 74
A cross‐cultural study of online collaborative learning
Zhu, C., Valcke, M., & Schellens, T. (2009) · Multicultural Education & Technology Journal · doi:10.1108/17504970910951138 · Cited by 72
Parenting behaviors and learning of Singapore students: The mediational role of achievement goals
Luo, W., Aye, K. M., Hogan, D., Kaur, B., & Chan, M. C. Y. (2012) · Motivation and Emotion · doi:10.1007/s11031-012-9303-8 · Cited by 74
Sources of self-efficacy in academic contexts: A longitudinal perspective.
Phan, H. P., & Ngu, B. H. (2016) · School Psychology Quarterly · doi:10.1037/spq0000151 · Cited by 72
Hyytinen, H., Toom, A., & Postareff, L. (2018) · Learning and Individual Differences · doi:10.1016/j.lindif.2018.08.004 · Cited by 72
Gürçay, D., & Ferah, H. O. (2018) · Journal of Education and Training Studies · doi:10.11114/jets.v6i4.2980 · Cited by 71
Hwang, G.-J., Zou, D., & Wu, Y. (2023) · Educational technology research and development · doi:10.1007/s11423-022-10184-y · Cited by 55
Dignath, C., van Ewijk, R. J. G., Perels, F., & Fabriz, S. (2023) · Educational Psychology Review · doi:10.1007/s10648-023-09718-4 · Cited by 84
Career Development and School Success in Adolescents: The Role of Career Interventions
Choi, Y., Kim, J., & Kim, S. K. (2015) · The Career Development Quarterly · doi:10.1002/cdq.12012 · Cited by 71
Gaudreau, P. (2012) · Learning and Individual Differences · doi:10.1016/j.lindif.2012.06.006 · Cited by 71
Construct Validity of Self-Reported Metacognitive Learning Strategies
Berger, J., & Karabenick, S. A. (2016) · Educational Assessment · doi:10.1080/10627197.2015.1127751 · Cited by 71
Designing Massive Open Online Courses to take account of participant motivations and expectations
Salmon, G., Pechenkina, E., Chase, A., & Ross, B. (2016) · British Journal of Educational Technology · doi:10.1111/bjet.12497 · Cited by 77
Talley, K. G., & Ortiz, A. (2017) · International Journal of STEM Education · doi:10.1186/s40594-017-0059-2 · Cited by 76
Improving student expectations of learning in a problem-based environment
Rovers, S. F. E., Clarebout, G., Savelberg, H. H. C. M., & van Merriënboer, J. J. G. (2018) · Computers in Human Behavior · doi:10.1016/j.chb.2018.02.016 · Cited by 70
Hsiao, H., Lin, Y.-W., Lin, K., Lin, C.-Y., Chen, J.-H., & Chen, J.-C. (2019) · Interactive Learning Environments · doi:10.1080/10494820.2019.1636090 · Cited by 70
Qin, L. T., & Zhang, L. J. (2019) · Journal of Writing Research · doi:10.17239/jowr-2019.11.02.06 · Cited by 72
Masrahi, A., Wang, J.-H., & Abudiyah, A. K. (2021) · Energy Reports · doi:10.1016/j.egyr.2021.10.077 · Cited by 70
Martin, H. G., Craigwell, R., & Ramjarrie, K. (2021) · European Journal of Engineering Education · doi:10.1080/03043797.2021.2021861 · Cited by 70
Students’ conceptions of distinct constructivist assumptions
Loyens, S. M. M., Rikers, R., & Schmidt, H. (2007) · European Journal of Psychology of Education · doi:10.1007/bf03173521 · Cited by 74
An investigation of the role of contingent metacognitive behavior in self-regulated learning
Tüysüzoğlu, B. B., & Greene, J. A. (2014) · Metacognition and Learning · doi:10.1007/s11409-014-9126-y · Cited by 70
Alcott, B. (2017) · Research in Higher Education · doi:10.1007/s11162-017-9446-2 · Cited by 70
Rivers, M. L., Dunlosky, J. T., & Persky, A. M. (2020) · American Journal of Pharmaceutical Education · doi:10.5688/ajpe7730 · Cited by 77
Test anxiety in primary school children: A 20-year systematic review and meta-analysis
Robson, D. A., Johnstone, S. J., Putwain, D. W., & Howard, S. J. (2023) · Journal of School Psychology · doi:10.1016/j.jsp.2023.02.003 · Cited by 92
Self-Regulated Learning: A Key of a Successful Learner in Online Learning Environments in Thailand
Samruayruen, B., Enriquez, J. G., Natakuatoong, O., & Samruayruen, K. (2013) · Journal of Educational Computing Research · doi:10.2190/ec.48.1.c · Cited by 69
Motives, attitudes and approaches to studying in distance education
Richardson, J. T. E. (2006) · Higher Education · doi:10.1007/s10734-006-9003-y · Cited by 71
Self-regulated learning strategies in relation with statistics anxiety
Kesici, Ş., Балоглу, М., & Deniz, M. E. (2011) · Learning and Individual Differences · doi:10.1016/j.lindif.2011.02.006 · Cited by 83
Opdecam, E., Everaert, P. C., Keer, H. V., & Buysschaert, F. (2013) · Research in Higher Education · doi:10.1007/s11162-013-9315-6 · Cited by 75
Zusho, A., & Barnett, P. A. (2011) · Contemporary Educational Psychology · doi:10.1016/j.cedpsych.2011.02.002 · Cited by 75
Fournier, K. A., Couret, J., Ramsay, J. B., & Caulkins, J. L. (2017) · Anatomical Sciences Education · doi:10.1002/ase.1677 · Cited by 68
McCombs, B. L. (2017) · Frontiers in Education · doi:10.3389/feduc.2017.00006 · Cited by 82
A Measure to Assess Student-Instructor Relationships
Creasey, G. L., Jarvis, P., & Knapcik, E. (2009) · International Journal for the Scholarship of Teaching and Learning · doi:10.20429/ijsotl.2009.030214 · Cited by 68
Liu, Y., Ferrell, B., Barbera, J., & Lewis, J. E. (2016) · Chemistry Education Research and Practice · doi:10.1039/c6rp00200e · Cited by 75
Teaching learning strategies. The role of instructional context and teacher beliefs
Kistner, S., Rakoczy, K., Otto, B., Klieme, E., & Büttner, G. (2015) · Pedocs (German Institute for International Educational Research) · doi:10.25656/01:11052 · Cited by 70
Niemivirta, M., Pulkka, A., Tapola, A., & Tuominen, H. (2019) · Cambridge University Press eBooks · doi:10.1017/9781316823279.025 · Cited by 82
Yang, G., Sun, W., & Jiang, R. (2022) · Frontiers in Psychology · doi:10.3389/fpsyg.2022.829193 · Cited by 74
Lord, S. M., Prince, M. J., Stefanou, C. R., Stolk, J. D., & Chen, J. C. (2012) · International journal of engineering education · Cited by 67
Dunn, K. E. (2013) · Innovative Higher Education · doi:10.1007/s10755-013-9256-1 · Cited by 67
Archer, J., Cantwell, R., & Bourke, S. F. (1999) · Higher Education Research & Development · doi:10.1080/0729436990180104 · Cited by 73
Radovan, M. (2011) · Repository of the University of Ljubljana (University of Ljubljana) · Cited by 67
Kim, E. J., & Lee, K. R. (2019) · BMC Medical Education · doi:10.1186/s12909-019-1595-x · Cited by 67
Dignath, C., Fabriz, S., & Büttner, G. (2015) · Journal of Cognitive Education and Psychology · doi:10.1891/1945-8959.14.1.77 · Cited by 70
A comprehensive reanalysis of the metacognitive self-regulation scale from the MSLQ
Tock, J. L., & Moxley, J. H. (2016) · Metacognition and Learning · doi:10.1007/s11409-016-9161-y · Cited by 70
Shapiro, A. M., Sims‐Knight, J. E., O'Rielly, G. V., Capaldo, P., Pedlow, T., Gordon, L. T., & Monteiro, K. A. (2017) · Computers & Education · doi:10.1016/j.compedu.2017.03.017 · Cited by 66
Hayat, A. A., Choupani, H., & Dehsorkhi, H. F. (2021) · Journal of Education and Health Promotion · doi:10.4103/jehp.jehp_35_21 · Cited by 66
Bai, S., Gonda, D. E., & Hew, K. F. (2024) · IEEE Transactions on Learning Technologies · doi:10.1109/tlt.2024.3378306 · Cited by 70
Students’ active cognitive engagement with instructional videos predicts STEM learning
Kuhlmann, S. L., Plumley, R. D., Evans, Z., Bernacki, M. L., Greene, J. A., Hogan, K. A., Berro, M. A., Gates, K. M., & Panter, A. T. (2024) · Computers & Education · doi:10.1016/j.compedu.2024.105050 · Cited by 78
Factors that influence secondary school students’ attitude to mathematics
Zsoldos-Marchiş, I. (2011) · Procedia - Social and Behavioral Sciences · doi:10.1016/j.sbspro.2011.11.306 · Cited by 66
The Link between Cocurricular Activities and Academic Engagement in Engineering Education
Wilson, D. M., Jones, D. C., Kim, M. J., Allendoerfer, C., Bates, R. A., Crawford, J. K., Floyd, T. M., Plett, M. I., & Veilleux, N. M. (2014) · Journal of Engineering Education · doi:10.1002/jee.20057 · Cited by 75
The Collaborative Lecture Annotation System (CLAS): A New TOOL for Distributed Learning
Risko, E. F., Foulsham, T., Dawson, S., & Kingstone, A. F. (2012) · IEEE Transactions on Learning Technologies · doi:10.1109/tlt.2012.15 · Cited by 67
Can Being Autonomy-Supportive in Teaching Improve Students’ Self-Regulation and Performance?
Wang, J., Ng, B., Liu, W. C., & Ryan, R. M. (2015) · Springer eBooks · doi:10.1007/978-981-287-630-0_12 · Cited by 73
van Herpen, S. G. A., Meeuwisse, M., Hofman, R. H., Severiens, S. E., & Arends, L. R. (2017) · Educational Research and Evaluation · doi:10.1080/13803611.2017.1301261 · Cited by 66
Quantity and quality of motivational regulation among university students
Engelschalk, T., Steuer, G., & Dresel, M. (2017) · Educational Psychology · doi:10.1080/01443410.2017.1322177 · Cited by 66
Bol, L., Campbell, K. D. Y., Perez, T., & Yen, C.-J. (2016) · Community College Journal of Research and Practice · doi:10.1080/10668926.2015.1068718 · Cited by 65
Assessment Measures in Game-based Learning Research
Gris, G., & Bengtson, C. (2021) · International Journal of Serious Games · doi:10.17083/ijsg.v8i1.383 · Cited by 80
Zhou, X., Chai, C. S., Jong, M. S., & Xiong, X. B. (2021) · The Asia-Pacific Education Researcher · doi:10.1007/s40299-021-00579-5 · Cited by 65
Xiao, Y., & Hew, K. F. (2024) · Learning and Individual Differences · doi:10.1016/j.lindif.2024.102470 · Cited by 82
Ghadi, I. N. M., Alwi, N. H., Bakar, K. A., & Talib, O. (2012) · Higher Education Studies · doi:10.5539/hes.v2n2p138 · Cited by 65
Adaptation and Analysis of Motivated Strategies for Learning Questionnaire in the Chinese Setting
Lee, J. C., Yin, H., & Zhang, Z. (2010) · International Journal of Testing · doi:10.1080/15305050903534670 · Cited by 67
Karabenick, S. A., & Zusho, A. (2015) · Metacognition and Learning · doi:10.1007/s11409-015-9137-3 · Cited by 72
de la Harpe, B., & Radloff, A. (2000) · Studies in Continuing Education · doi:10.1080/713695729 · Cited by 65
Liborius, P., Bellhäuser, H., & Schmitz, B. (2017) · Learning and Instruction · doi:10.1016/j.learninstruc.2017.10.006 · Cited by 65
Programming Paradigms and Beyond
Krishnamurthi, S., & Fisler, K. (2019) · Cambridge University Press eBooks · doi:10.1017/9781108654555.014 · Cited by 69
Is Online Learning Suitable for All English Language Students?
Kuama, S. (2016) · PASAA · doi:10.58837/chula.pasaa.52.1.3 · Cited by 64
Distraction, multitasking and self-regulation inside university classroom
Deng, L., Zhou, Y., & Broadbent, J. (2024) · Education and Information Technologies · doi:10.1007/s10639-024-12786-w · Cited by 76
Cambridge-Williams, T., Winsler, A., Kitsantas, A., & Bernard, E. (2013) · Journal of College Student Retention Research Theory & Practice · doi:10.2190/cs.15.2.f · Cited by 64
Lee, J. C., Yin, H., & Zhang, Z. (2009) · The Asia-Pacific Education Researcher · doi:10.3860/taper.v18i2.1324 · Cited by 66
Examining the role of social goals in school: A study in two collectivist cultures
King, R. B., McInerney, D. M., & Watkins, D. (2013) · European Journal of Psychology of Education · doi:10.1007/s10212-013-0179-0 · Cited by 64
Akgün, Ö. E., Çakmak, E. K., & Demirel, F. (2008) · Sakarya Üniversitesi Kurumsal Açık Akademik Arşivi · Cited by 64
Muis, K. R., Sinatra, G. M., Pekrun, R. H., Winne, P. H., Trevors, G., Losenno, K. M., & Munzar, B. (2018) · Contemporary Educational Psychology · doi:10.1016/j.cedpsych.2018.10.001 · Cited by 65
Delving into learner autonomy in an EFL MOOC in China: a case study
Ding, Y., & Shen, H. (2019) · Computer Assisted Language Learning · doi:10.1080/09588221.2019.1681464 · Cited by 63
A Survey Study on U.S. College Students’ Learning Experience in COVID-19
Zhou, J., & Zhang, Q. (2021) · Education Sciences · doi:10.3390/educsci11050248 · Cited by 63
Wu, F., Jiang, Y., Liu, D., Konorova, E., & Yang, X. (2022) · Educational Psychology · doi:10.1080/01443410.2022.2042488 · Cited by 68
Rahimi, A. R., & Tafazoli, D. (2022) · The JALT CALL Journal · doi:10.29140/jaltcall.v18n2.632 · Cited by 63
Navarro, R., Vega, V., Bayona, H., Bernal, V. M. G., & García, A. (2023) · Frontiers in Psychology · doi:10.3389/fpsyg.2023.1227956 · Cited by 74
Bonney, C. R., Cortina, K. S., Smith‐Darden, J. P., & Fiori, K. L. (2008) · Learning and Individual Differences · doi:10.1016/j.lindif.2007.11.005 · Cited by 67
How We Evaluate Postgraduate Medical E-Learning: Systematic Review
de Leeuw, R. A., de Soet, A., van der Horst, S. F. B., Walsh, K., Westerman, M., & Scheele, F. (2019) · JMIR Medical Education · doi:10.2196/13128 · Cited by 65
Assessing Active Self-directed Learning
van Hout‐Wolters, B. H. A. M. (2000) · Springer eBooks · doi:10.1007/0-306-47614-2_5 · Cited by 63
Metacognition, Learning, and Instruction
McCormick, C. B., Dimmitt, C., & Sullivan, F. R. (2012) · Wiley eBooks · doi:10.1002/9781118133880.hop207004 · Cited by 64
Strategi Pembelajaran Abad 21Preprint
Mesra, R. (2023) · OSF Preprints (OSF Preprints) · doi:10.31219/osf.io/ec6du · Cited by 65
Albalawi, A. S. (2018) · International Journal of Research in Education and Science · doi:10.21890/ijres.383137 · Cited by 62
Horn, M., & Bers, M. U. (2019) · Cambridge University Press eBooks · doi:10.1017/9781108654555.023 · Cited by 63
Learning strategies of first year nursing and medical students: A comparative study
Salamonson, Y., Everett, B., Koch, J., Wilson, I. G., & Davidson, P. M. (2009) · International Journal of Nursing Studies · doi:10.1016/j.ijnurstu.2009.05.010 · Cited by 68
Durak, H. Y. (2019) · Journal of Educational Computing Research · doi:10.1177/0735633119867766 · Cited by 65
Gillet, N., Lafrenière, M. K., Huyghebaert‐Zouaghi, T., & Fouquereau, E. (2015) · Motivation and Emotion · doi:10.1007/s11031-015-9505-y · Cited by 62
RELATIONSHIPS AMONG LEARNING STRATEGIES, PATTERNS, STYLES, AND ACHIEVEMENT IN WEB-BASED COURSES
Shih, C., & Gamon, J. A. (2002) · Journal of Agricultural Education · doi:10.5032/jae.2002.04001 · Cited by 62
(2010) · SSRN Electronic Journal · Cited by 62
Ravari, R. K., & Safa, M. A. (2020) · Journal of Psycholinguistic Research · doi:10.1007/s10936-020-09714-7 · Cited by 68
Motivation, cognitive engagement, and academic achievement
Sedaghat, M., Abedin, A., Hejazi, E., & Hassanabadi, H. (2011) · Procedia - Social and Behavioral Sciences · doi:10.1016/j.sbspro.2011.04.117 · Cited by 61
Stewart, J. C., Henderson, R. J., Michaluk, L., Deshler, J. M., Fuller, E. J., & Rambo-Hernandez, K. E. (2020) · Journal of Science Education and Technology · doi:10.1007/s10956-020-09853-5 · Cited by 77
Zhou, S., & Thompson, G. (2023) · System · doi:10.1016/j.system.2023.102998 · Cited by 69
The Role of Self-regulation in Doctoral Students’ Status of All But Dissertation (ABD)
Kelley, M. J. M., & Salisbury‐Glennon, J. D. (2015) · Innovative Higher Education · doi:10.1007/s10755-015-9336-5 · Cited by 69
Silva, M. A., Dorso, E., Azhar, A., & Renk, K. (2007) · Journal of College Student Retention Research Theory & Practice · doi:10.2190/cs.9.2.b · Cited by 65
Metadata
- Authors
- Pintrich, P. R., Smith, D. A. F., Garcia, T., & Mckeachie, W. J.
- Affiliations
- University of Michigan (US)
- The University of Michigan Ann Arbor
- Venue
- Educational and Psychological Measurement
- Publisher
- SAGE Publications
- Published
- 1993-09
- Volume
- 53
- Issue
- 3
- Pages
- 801-813
- ISSN
- 0013-1644 (ISSN-L)
- 1552-3888
- OpenAlex
- W2070635017
- Cited by
- 3,646
- References
- 9
- Citations by year
- 2026: 132 · 2025: 202 · 2024: 219 · 2023: 227 · 2022: 209 · 2021: 226 · 2020: 220 · 2019: 250 · 2018: 184 · 2017: 181 · 2016: 183 · 2015: 200 · 2014: 141 · 2013: 166 · 2012: 130
- FWCI
- 9.68
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- Educational and Psychological Measurement (publishedVersion)
- Topics
- Social Sciences › Psychology › Developmental and Educational Psychology › Education, Achievement, and Giftedness
- Social Sciences › Psychology › Developmental and Educational Psychology › Innovative Teaching and Learning Methods
- Social Sciences › Decision Sciences › Management Science and Operations Research › Psychometric Methodologies and Testing
- Keywords
- Motivated Strategies for Learning Questionnaire, learning strategies, academic motivation, self-efficacy, test anxiety, goal orientation, task value, metacognitive strategies, cognitive strategies, resource management strategies, university students, course performance, instrument validation
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review