Engagement in a virtual learning environment predicts academic achievement in research methods modules: A longitudinal study combining behavioral and self-reported data

Leino, R.K., Gardner, M.R., Cartwright, T. and Döring, A.K. 2021. Engagement in a virtual learning environment predicts academic achievement in research methods modules: A longitudinal study combining behavioral and self-reported data. Scholarship of Teaching and Learning in Psychology. Advanced online publication. https://doi.org/10.1037/stl0000281

TitleEngagement in a virtual learning environment predicts academic achievement in research methods modules: A longitudinal study combining behavioral and self-reported data
TypeJournal article
AuthorsLeino, R.K., Gardner, M.R., Cartwright, T. and Döring, A.K.
Abstract

The use of virtual learning environments (VLE) has grown exponentially in the past years. Research indicates that students’ online learning behavior predicts their academic performance and that students’ academic emotions can play a key role in this process. However, few studies have attempted to investigate the effectiveness of VLE activities in learning achievement within psychology education. In this longitudinal study, we analyzed the relationship between students’ activity in a VLE, their attendance, academic emotions, and module grades at a face-to-face-based university in the United Kingdom. Data were collected over 1 year across two research methods modules, each of which is compulsory for a psychology degree. VLE and attendance data from 210 students were gathered for the first-year module, with 152 students continuing to the second year. The data were cross-referenced with students’ module grades, alongside self-reported emotion data for a subset of students. The results showed that overall VLE activity and the use of specific online tools such as optional online tests and lecture recording were important predictors of academic achievement. While some significant relationships between emotions and student’s learning behavior and achievement were found, these correlations were relatively small and not consistent throughout the year. These findings have potential implications for curriculum design, particularly by making psychology educators aware of the usefulness of VLE activities and tools from the onset of students’ research methods learning journey.

KeywordsVirtual Learning Environment
Academic Performance
Research methods
Emotions
Longitudinal study
JournalScholarship of Teaching and Learning in Psychology
ISSN2332-2101
2332-211X
Year2021
PublisherAmerican Psychological Association
Accepted author manuscript
File Access Level
Open (open metadata and files)
Digital Object Identifier (DOI)https://doi.org/10.1037/stl0000281
Web address (URL)https://doi.apa.org/doiLanding?doi=10.1037%2Fstl0000281
Publication dates
Published online24 Jun 2021

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Strategy modulates spatial perspective-taking: evidence for dissociable disembodied and embodied routes
Gardner, M., Brazier, M., Edmonds, C.J. and Gronholm, P.C. 2013. Strategy modulates spatial perspective-taking: evidence for dissociable disembodied and embodied routes. Frontiers in Human Neuroscience. 7 457. https://doi.org/10.3389/fnhum.2013.00457

Subjective thirst moderates changes in speed of responding associated with water consumption
Edmonds, C.J., Crombie, R. and Gardner, M. 2013. Subjective thirst moderates changes in speed of responding associated with water consumption. Frontiers in Human Neuroscience. 7 363. https://doi.org/10.3389/fnhum.2013.00363

I was so done in that I just recognized it very plainly, “You need to do something”’: men’s narratives of struggle, distress and turning to meditation
Lomas, Tim, Cartwright, T., Edginton, T.L. and Ridge, Damien T. 2013. I was so done in that I just recognized it very plainly, “You need to do something”’: men’s narratives of struggle, distress and turning to meditation. Health. 17 (2), pp. 191-208. https://doi.org/10.1177/1363459312451178

Werteforschung im Kindesalter [values research in childhood]
Döring, A.K. 2013. Werteforschung im Kindesalter [values research in childhood]. Colloquium of the Department of Educational Studies, University of Bern. Switzerland

Value change: Empirical evidence on predictable dynamics
Döring, A.K. 2013. Value change: Empirical evidence on predictable dynamics. Annual Conference of the Social Psychology Section of the British Psychological Society. Exeter, UK 28 - 30 Aug 2013

Structural validity of the Polish adaptation of the Picture-Based Value Survey for Children (PBVS-C)
Cieciuch, J., Harasimczuk, J. and Döring, A.K. 2013. Structural validity of the Polish adaptation of the Picture-Based Value Survey for Children (PBVS-C). Journal of Psychoeducational Assessment. 31 (4), pp. 404-409. https://doi.org/10.1177/0734282912453125

Measuring Schwartz’s values in childhood: Multidimensional scaling across instruments and cultures
Cieciuch, J., Döring, A.K. and Harasimczuk, J. 2013. Measuring Schwartz’s values in childhood: Multidimensional scaling across instruments and cultures. European Journal of Developmental Psychology. 10 (5), pp. 625-633. https://doi.org/10.1080/17405629.2012.707779

Assessment of children’s value structures and value preferences: Testing and expanding the limits
Bilsky, W., Döring, A.K., van Beeck, F., Schmitz, J., Rose, I., Aryus, K., Drögekamp, L. and Sindermann, J. 2013. Assessment of children’s value structures and value preferences: Testing and expanding the limits. Swiss Journal of Psychology. 72 (2), pp. 123-136. https://doi.org/10.1024/1421-0185/a000106

Drink availability is associated with enhanced examination performance in adults
Pawson, C., Gardner, M., Doherty, S., Martin, L., Soares, R. and Edmonds, C.J. 2013. Drink availability is associated with enhanced examination performance in adults. Psychology Teaching Review. 19 (1), pp. 57-66.

Water consumption, not expectancies about water consumption, affects cognitive performance in adults
Edmonds, C.J., Crombie, R., Ballieux, H., Gardner, M. and Dawkins, L. 2013. Water consumption, not expectancies about water consumption, affects cognitive performance in adults. Appetite. 60, pp. 148-153. https://doi.org/10.1016/j.appet.2012.10.016

Sex differences in components of imagined perspective transformation
Gardner, M., Sorhus, I., Edmonds, C.J. and Potts, R. 2012. Sex differences in components of imagined perspective transformation. Acta Psychologica. 140 (1), pp. 1-6. https://doi.org/10.1016/j.actpsy.2012.02.002

Dynamic aspects of the values concept: Studying Schwartz’s theory in applied settings
Döring, A.K. 2012. Dynamic aspects of the values concept: Studying Schwartz’s theory in applied settings. 21st International Congress of the International Association for Cross-Cultural Psychology. Stellenbosch, South Africa 17 - 21 Jul 2012

Kriminalprävention (Crime Prevention, Editorial for the Special Issue)
Bilsky, W., Döring, A.K., Janik, M., Weßel-Therhorn, D. and Dahle, K.-P. 2012. Kriminalprävention (Crime Prevention, Editorial for the Special Issue). Forensische Psychiatrie, Psychologie, Kriminologie. 6 (2), pp. 69-70. https://doi.org/10.1007/s11757-012-0163-6

‘Getting on with life’: the experiences of older people using complementary health care
Cartwright, T. 2012. ‘Getting on with life’: the experiences of older people using complementary health care. in: Traditional, Complementary and Integrative Medicine: An International Reader London Palgrave Macmillan. pp. 53-60

Empathic and non-empathic routes to visuospatial perspective-taking
Gronholm, P.C., Flynn, M., Edmonds, C.J. and Gardner, M. 2012. Empathic and non-empathic routes to visuospatial perspective-taking. Consciousness and Cognition. 21 (1), pp. 494-500. https://doi.org/10.1016/j.concog.2011.12.004

Domain general mechanisms account for imagined transformations of whole body perspective
Gardner, M. and Potts, R. 2011. Domain general mechanisms account for imagined transformations of whole body perspective. Acta Psychologica. 137 (3), pp. 371-381. https://doi.org/10.1016/j.actpsy.2011.04.006

Values in childhood
Cieciuch, J. and Döring, A.K. 2011. Values in childhood. Polish Conference on Developmental Psychology. Krakow, Poland

The emergence of a value structure at an early age: Cross-cultural evidence
Roazzi, A., Döring, A.K., Gomes, Y. A., Souza, B. C. and Bilsky, W. 2011. The emergence of a value structure at an early age: Cross-cultural evidence. in: Fisher, Y. and Friedman, I.A. (ed.) New horizons for Facet Theory: Interdisciplinary Collaboration Searching for Structure in Content Spaces and Measurement Israel FTA Publication. pp. 99-112

Men behaving well? Journeys towards constructive engagement with well-being through meditation
Lomas, T., Cartwright, T., Edginton, T.L. and Ridge, Damien T. 2011. Men behaving well? Journeys towards constructive engagement with well-being through meditation. BSA Medical Sociology Group 43rd Annual Conference 2011. University of Chester 14 - 16 Sep 2011

Men behaving well? Journeys towards constructive engagement with well-being through meditation
Lomas, T., Cartwright, T., Edginton, T.L. and Ridge, Damien T. 2011. Men behaving well? Journeys towards constructive engagement with well-being through meditation. 7th Biennial Conference of the International Society of Critical Health Psychology (ISCHP). Adelaide, South Australia 18 -20 Apr 2011

Men behaving well? Journeys towards constructive engagement with well-being through meditation
Lomas, T., Cartwright, T., Edginton, T.L. and Ridge, Damien T. 2010. Men behaving well? Journeys towards constructive engagement with well-being through meditation. Psychology & Health. 25 (S1), p. 265. https://doi.org/10.1080/08870446.2010.502762

Hand dominance influences the processing of observed bodies
Gardner, M. and Potts, R. 2010. Hand dominance influences the processing of observed bodies. Brain and Cognition. 73 (1), pp. 35-40. https://doi.org/10.1016/j.bandc.2010.02.002

Children’s values: Empirical findings and future directions
Döring, A.K. 2010. Children’s values: Empirical findings and future directions. Clinical, Health and Social (CHS) Group Lecture Series. Royal Holloway University of London, Egham, UK

Assessing children’s values: an exploratory study
Döring, A.K. 2010. Assessing children’s values: an exploratory study. Journal of Psychoeducational Assessment. 28 (6), pp. 564-577. https://doi.org/10.1177/0734282909357151

Assessing values at an early age: the Picture-Based Value Survey for Children
Döring, A.K., Blauensteiner, A., Aryus, K., Drögekamp, L. and Bilsky, W. 2010. Assessing values at an early age: the Picture-Based Value Survey for Children. Journal of Personality Assessment. 92 (4), pp. 439-448. https://doi.org/10.1080/00223891.2010.497423

Struktura wartosci w późnym dzieciństwie [Value structure in late childhood]
Cieciuch, J., Harasimczuk, J. and Döring, A.K. 2010. Struktura wartosci w późnym dzieciństwie [Value structure in late childhood]. Psychologia Rozwojowa. 15 (2), pp. 33-45.

Can illusory deviant stimuli be used as attentional distractors to record vMMN in a passive three stimulus oddball paradigm?
Flynn, M., Liasis, A., Gardner, M., Boyd, S. and Towell, A. 2009. Can illusory deviant stimuli be used as attentional distractors to record vMMN in a passive three stimulus oddball paradigm? Experimental Brain Research. 197 (2), pp. 153-161. https://doi.org/10.1007/s00221-009-1901-7

Complementary medicine and health psychology
Cartwright, T., van Wersch, A. and Forshaw, M. 2009. Complementary medicine and health psychology. Open University Press.

Illness perceptions, coping and quality of life in patients with alopecia
Cartwright, T., Endean, N. and Porter, A. 2009. Illness perceptions, coping and quality of life in patients with alopecia. British Journal of Dermatology. 160 (5), pp. 1034-1039. https://doi.org/10.1111/j.1365-2133.2008.09014.x

Análise confirmatória de escalonamento multidimensional (EMD) de valores baseada em una matriz de desenho: Uma nota de pesquisa [Confirmatory multidimensional scaling (MDS) of values, based on a design matrix: A research note]
Gollan, T., Bilsky, W. and Döring, A.K. 2008. Análise confirmatória de escalonamento multidimensional (EMD) de valores baseada em una matriz de desenho: Uma nota de pesquisa [Confirmatory multidimensional scaling (MDS) of values, based on a design matrix: A research note]. in: Valores humanos e gestão: Novas perspectivas [Human values and leadership: New perspectives] São Paulo: Senac.

Assessment of children’s values: The development of a picture-based instrument
Döring, A.K. 2008. Assessment of children’s values: The development of a picture-based instrument. PhD thesis University of Muenster, Germany

Análise confirmatória de escalonamento multidimensional (EMD) de valores baseada em una matriz de desenho: Uma nota de pesquisa [Confirmatory multidimensional scaling (MDS) of values, based on a design matrix: A research note]
Bilsky, W., Gollan, T. and Döring, A.K. 2008. Análise confirmatória de escalonamento multidimensional (EMD) de valores baseada em una matriz de desenho: Uma nota de pesquisa [Confirmatory multidimensional scaling (MDS) of values, based on a design matrix: A research note]. in: Mendes Teixeira, M. L. (ed.) Valores humanos e gestão: Novas perspectivas [Human values and leadership: New perspectives] São Paulo, Brazil Senac. pp. 213-221

Assessment of children’s values: The development of a picture-based instrument
Döring, A.K. 2008. Assessment of children’s values: The development of a picture-based instrument. PhD thesis University of Muenster, Germany Psychology

A thematic analysis of childrens' experiences of living with thalassemia major in Pakistan
Mufti, G.E.R., Cartwright, T. and Towell, A. 2008. A thematic analysis of childrens' experiences of living with thalassemia major in Pakistan. Psychology & Health. 23 (S1), p. 189. https://doi.org/10.1080/08870440802299543

Hopping, skipping or jumping to conclusions? Clarifying the role of the JTC bias in delusions
Fine, C., Gardner, M., Craigie, J. and Gold, I. 2007. Hopping, skipping or jumping to conclusions? Clarifying the role of the JTC bias in delusions. Cognitive Neuropsychiatry. 12 (1), pp. 46-77. https://doi.org/10.1080/13546800600750597

'Getting on with life': the experiences of older people using complementary health care
Cartwright, T. 2007. 'Getting on with life': the experiences of older people using complementary health care. Social Science & Medicine. 64 (8), pp. 1692-1703. https://doi.org/10.1016/j.socscimed.2006.11.034

P36.42 Identification of a pre-attentive visual discrimination response
Flynn, M., Liasis, A., Gardner, M. and Towell, A. 2006. P36.42 Identification of a pre-attentive visual discrimination response. Clinical Neurophysiology. 117 (Supplement 1), p. 194. https://doi.org/10.1016/j.clinph.2006.06.651

Program evaluation: A facet-theoretic approach
Döring, A.K. 2005. Program evaluation: A facet-theoretic approach. in: Bilsky, W. and Elizur. D. (ed.) Facet theory: Design, analysis and applications Rome Action M. pp. 27-37

Making sense of illness: the experiences of users of complementary medicine
Cartwright, T. and Torr, R. 2005. Making sense of illness: the experiences of users of complementary medicine. Journal of Health Psychology. 10 (4), pp. 559-572. https://doi.org/10.1177/1359105305053425

Attentional demands of continuously monitoring orientation using vestibular information
Yardley, L., Papo, D., Bronstein, A.M., Gresty, M.A., Gardner, M., Lavie, N. and Luxon, L. 2002. Attentional demands of continuously monitoring orientation using vestibular information. Neuropsychologia. 40 (4), pp. 373-383. https://doi.org/10.1016/S0028-3932(01)00113-0

Interference between postural control and mental task performance in patients with vestibular disorder and healthy controls
Yardley, L., Gardner, M., Bronstein, A.M., Davies, R., Buckwell, D. and Luxon, L. 2001. Interference between postural control and mental task performance in patients with vestibular disorder and healthy controls. Journal of Neurology, Neurosurgery and Psychiatry. 71 (1), pp. 48-52. https://doi.org/10.1136/jnnp.71.1.48

Seeing how it's done: matching conditions for observer rats ( Rattus norvegicus ) in the bidirectional control
Ray, E.D., Gardner, M. and Heyes, C. 2000. Seeing how it's done: matching conditions for observer rats ( Rattus norvegicus ) in the bidirectional control. Animal Cognition. 3 (3), pp. 147-157. https://doi.org/10.1007/s100710000069

Book review: Budiansky, S. (1998). If a lion could talk: How animals think. London: Weidenfeld and Nicolson. Pp. 234. ISBN 0297819321. £20.00 (Hbk). ISBN 0753807726. £7.99 (Pbk).
Gardner, M. 2000. Book review: Budiansky, S. (1998). If a lion could talk: How animals think. London: Weidenfeld and Nicolson. Pp. 234. ISBN 0297819321. £20.00 (Hbk). ISBN 0753807726. £7.99 (Pbk). Quarterly Journal of Experimental Psychology Section B. 53 (3), pp. 286-287. https://doi.org/10.1080/713932730

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