The DOI matches its Crossref record; 19 of the 19 references it cites were found in a registry or an index.
Student retention in distance education: are we failing our students?
Abstract
This paper brings together some data on student retention in distance education in the form of graduation rates at a sample of distance institutions. The paper suggests that there is a ‘distance education deficit’ with many distance institutions having less than one-quarter of the graduation rates of conventional institutions. It looks in some detail at the data for one well-known institution – the UK Open University – and surveys some of the reasons why such a deficit should occur and asks what the effects are on students, institutions and society as a whole. The paper suggests that one reason for the deficit is the ‘category error’ of confusing teaching with learning, and that institutions have focused too much on the provision of teaching materials, especially online, and too little on motivating students to learn. It maintains that there is accumulating evidence for the essentiality of proactive contact for overcoming dropout and the importance of making that contact motivational. The paper claims that such an approach is financially viable and can make surpluses for the institutions concerned if carefully designed. Finally, whilst briefly surveying some of the new developments in distance education in the form of Massive Online Open Courses, learning analytics, and the use of smartphones, this paper suggests more speculatively that rather than resources or organisation, the main barriers to increasing student success in distance education are institutional attitudes to student retention.
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
“as dropout rates are high compared to the rates in traditional face-to-face learning (Glass, 2014;Simpson 2013;Vogel et al. 2018).”
From Towards a motivational design? Connecting gamification user types and online learning activities (2020) · cites this paper as Simpson 2013
Citations
Cites
Ryle, G. (2006) · Rowman & Littlefield Publishers eBooks · doi:10.5040/9798216413257.ch-2 · Cited by 6,804
(1999) · Cited by 6,308
Learning to Teach in Higher Education
Ramsden, P., & Ramsden, P. (2003) · Routledge eBooks · doi:10.4324/9780203507711 · Cited by 5,148
Cognitive Load Theory and Instructional Design: Recent Developments
Paas, F., Renkl, A., & Sweller, J. (2003) · Educational Psychologist · doi:10.1207/s15326985ep3801_1 · Cited by 3,041
Development and use of the ARCS model of instructional design
Keller, J. M. (1987) · Journal of Instructional Development · doi:10.1007/bf02905780 · Cited by 2,332
Widening participation and lifelong learning
McGrath, J. (2013) · Routledge eBooks · doi:10.4324/9781315065373-16 · Cited by 242
Recent contributions to the theory of distance education
Moore, M. G. (1990) · Open Learning The Journal of Open Distance and e-Learning · doi:10.1080/0268051900050303 · Cited by 164
Systematic and systemic approaches to reducing attrition rates in online higher education
Chyung, S. Y. (2001) · American Journal of Distance Education · doi:10.1080/08923640109527092 · Cited by 150
Supporting Students for Success in Online and Distance Education
Simpson, O. (2013) · Routledge eBooks · doi:10.4324/9780203095737 · Cited by 138
Self-citationMotivating learners in open and distance learning: do we need a new theory of learner support?
Simpson, O. (2008) · Open Learning The Journal of Open Distance and e-Learning · doi:10.1080/02680510802419979 · Cited by 137
Self-citation
Research works printed but not linked: 8
- Anderson E., 2006, Retention for Rookies
- Case P., 1997, Open Praxis, 1, 30
- Lubbock J., 1894, The pleasures of life
- Powell R., 2009, Openness and dropout: A study of four open distance education Universities
- Seligman M. E. P., 1998, Learned optimism
- Student Finance England, 2013, Part time loans and grants
- The Education Trust, 2009, Subprime opportunity
- Woodley A., 2013, Online distance education – toward a research agenda
Cited by
Sorted by citations
Student retention and engagement in higher education
Tight, M. (2019) · Journal of Further and Higher Education · doi:10.1080/0309877x.2019.1576860 · Cited by 425
Perna, L. W., Ruby, A. J., Boruch, R. F., Wang, N., Scull, J., Ahmad, S., & Evans, C. (2014) · Educational Researcher · doi:10.3102/0013189x14562423 · Cited by 212
The Manifesto for Teaching Online
Bayne, S., Evans, P., Ewins, R., Knox, J., Lamb, J., Macleod, H., O'Shea, C., Ross, J., Sheail, P., Sinclair, C., et al. (2020) · doi:10.7551/mitpress/11840.001.0001 · Cited by 159
Academic achievement: the effect of project-based online learning method and student engagement
Zen, Z., Reflianto, R., Syamsuar, & Ariani, F. (2022) · Heliyon · doi:10.1016/j.heliyon.2022.e11509 · Cited by 159
Towards a motivational design? Connecting gamification user types and online learning activities
Bovermann, K., & Bastiaens, T. J. (2020) · Research and Practice in Technology Enhanced Learning · doi:10.1186/s41039-019-0121-4 · Cited by 156
“It is especially recognized in online and distance learning (Hartnett, 2016, 2019; Kim & Frick 2011), as dropout rates are high compared to the rates in traditional face-to-face learning (Glass, 2014; Simpson 2013; Vogel et al. 2018).”
BackgroundDiwan, C., Srinivasa, S., Suri, G., Agarwal, S., & Ram, P. (2022) · Computers and Education Artificial Intelligence · doi:10.1016/j.caeai.2022.100110 · Cited by 136
Childs, E., Mohammad, F., Stevens, L., Burbelo, H., Awoke, A., Rewkowski, N., & Manocha, D. (2023) · IEEE Transactions on Visualization and Computer Graphics · doi:10.1109/tvcg.2023.3264577 · Cited by 130
Early prediction of learners at risk in self-paced education: A neural network approach
Waheed, H., Hassan, S., Nawaz, R., Aljohani, N. R., Chen, G., & Gašević, D. (2022) · Expert Systems with Applications · doi:10.1016/j.eswa.2022.118868 · Cited by 117
Predicting and resolving non-completion in higher (online) education – A literature review
Delnoij, L. E. C., Dirkx, K., Janssen, J., & Martens, R. L. (2020) · Educational Research Review · doi:10.1016/j.edurev.2020.100313 · Cited by 98
Farr‐Wharton, B., Charles, M. B., Keast, R. L., Woolcott, G., & Chamberlain, D. (2017) · Higher Education · doi:10.1007/s10734-017-0190-5 · Cited by 93
The potential for student performance prediction in small cohorts with minimal available attributes
Wakelam, E., Jefferies, A., Davey, N., & Sun, Y. (2019) · British Journal of Educational Technology · doi:10.1111/bjet.12836 · Cited by 76
The quality and reputation of open, distance and e-learning: what are the challenges?
Gaskell, A., & Mills, R. (2014) · Open Learning The Journal of Open Distance and e-Learning · doi:10.1080/02680513.2014.993603 · Cited by 71
A longitudinal study of virtual design studio (VDS) use in STEM distance design education
Jones, D., Lotz, N., & Holden, G. (2020) · International Journal of Technology and Design Education · doi:10.1007/s10798-020-09576-z · Cited by 80
Herodotou, C., Naydenova, G., Boroowa, A., Gilmour, A., & Rienties, B. (2020) · Journal of Learning Analytics · doi:10.18608/jla.2020.72.4 · Cited by 61
Calvert, C. (2014) · Open Learning The Journal of Open Distance and e-Learning · doi:10.1080/02680513.2014.931805 · Cited by 56
MOOCs and quality: a review of the recent literature
Hayes, S. (2015) · Research Space · Cited by 53
Exploring student support services of a distance learning centre at a Namibian university
Shikulo, L., & Lekhetho, M. (2020) · Cogent Social Sciences · doi:10.1080/23311886.2020.1737401 · Cited by 52
Improving course completions in distance education: an institutional case study
Thistoll, T., & Yates, A. (2016) · Distance Education · doi:10.1080/01587919.2016.1184398 · Cited by 45
Greenland, S. J., & Moore, C. (2021) · British Journal of Educational Technology · doi:10.1111/bjet.13173 · Cited by 42
Seo, E.-Y., Yang, J., Lee, J.-E., & So, G. (2024) · Heliyon · doi:10.1016/j.heliyon.2024.e30960 · Cited by 40
What factors promote student resilience on a level 1 distance learning module?
Simons, J., Beaumont, K., & Holland, L. (2017) · Open Learning The Journal of Open Distance and e-Learning · doi:10.1080/02680513.2017.1415140 · Cited by 39
Ouma, R., & Nkuyubwatsi, B. (2019) · Cogent Education · doi:10.1080/2331186x.2019.1658934 · Cited by 39
Xavier, M., & Meneses, J. (2021) · The International Review of Research in Open and Distributed Learning · doi:10.19173/irrodl.v23i1.5652 · Cited by 38
Going the Distance - Online Course Performance and Motivation of Distance-Learning Students
Hobson, T. D., & Puruhito, K. K. (2018) · Online Learning · doi:10.24059/olj.v22i4.1516 · Cited by 37
The 2016 Manifesto for Teaching Online
(2020) · The MIT Press eBooks · doi:10.7551/mitpress/11840.003.0001 · Cited by 34
Enjoyment and Not Competence Predicts Academic Persistence for Distance Education Students
Brubacher, M. R., & Silinda, F. T. (2019) · The International Review of Research in Open and Distributed Learning · doi:10.19173/irrodl.v20i4.4325 · Cited by 33
Distance education students’ satisfaction: Do work and family roles matter?
Waterhouse, P., Samra, R., & Lucassen, M. F. G. (2022) · Distance Education · doi:10.1080/01587919.2021.2020622 · Cited by 32
Makoe, M., & Nsamba, A. (2019) · American Journal of Distance Education · doi:10.1080/08923647.2019.1583028 · Cited by 32
Hanson, J., Loose, W., & Reveles, U. (2020) · Journal of College Student Retention Research Theory & Practice · doi:10.1177/1521025120910714 · Cited by 29
Well Begun is Half Done: Using Online Orientation to Foster Online Students’ Academic Self-Efficacy
Abdous, M. (2019) · Online Learning · doi:10.24059/olj.v23i3.1437 · Cited by 34
Herman, C., & Kirkup, G. (2016) · Gender and Education · doi:10.1080/09540253.2016.1187263 · Cited by 27
Factors Related to Student Persistence in Open Universities
Li, K. C., & Wong, B. T. M. (2019) · The International Review of Research in Open and Distributed Learning · doi:10.19173/irrodl.v20i4.4103 · Cited by 25
Predicting Student Success in Online Physical Education
Goad, T., Jones, E. M., Bulger, S. M., Daum, D. N., Hollett, N., & Elliott, E. M. (2020) · American Journal of Distance Education · doi:10.1080/08923647.2020.1829254 · Cited by 28
An Innovative Approach Toward a Comprehensive Distance Education Framework for a Developing Country
Aktaruzzaman, M., & Plunkett, M. (2016) · American Journal of Distance Education · doi:10.1080/08923647.2016.1227098 · Cited by 24
Engaged Learning in MOOCs: A Study Using the UK Engagement Survey.
Wintrup, J., Wakefield, K., & Davis, H. (2015) · ePrints Soton (University of Southampton) · Cited by 23
Daumiller, M. H., Rinas, R., & Dresel, M. (2023) · Behavioral Sciences · doi:10.3390/bs13020161 · Cited by 21
Student Engagement in Distance-based Vocational Education
Yates, A., Brindley-Richards, W., & Thistoll, T. (2020) · Journal of Open Flexible and Distance Learning · doi:10.61468/jofdl.v24i1.413 · Cited by 21
First-Generation Students in Distance Education Program: Family Resources and Academic Outcomes
Brubacher, M. R., & Silinda, F. T. (2021) · The International Review of Research in Open and Distributed Learning · doi:10.19173/irrodl.v22i1.4872 · Cited by 19
Towards online student-directed communities of inquiry
Peacock, S., & Cowan, J. (2017) · Journal of Further and Higher Education · doi:10.1080/0309877x.2017.1302569 · Cited by 19
Xavier, M., Meneses, J., & Fiuza, P. J. (2022) · Open Learning The Journal of Open Distance and e-Learning · doi:10.1080/02680513.2022.2160236 · Cited by 19
Self-Determination Theory for Motivation in Distance Music Education
Shaheen, M. (2021) · Journal of Music Teacher Education · doi:10.1177/10570837211062216 · Cited by 23
Case report: the impact of a resubmission intervention on level 1 distance learning students
Pinchbeck, J., & Heaney, C. (2017) · Open Learning The Journal of Open Distance and e-Learning · doi:10.1080/02680513.2017.1348290 · Cited by 18
COLP: Scaffolding Children’s Online Long-Term Collaborative Learning
Zha, S., Tang, Y., Gong, J., & Xu, Y. (2025) · International Journal of Human-Computer Interaction · doi:10.1080/10447318.2025.2498492 · Cited by 17
Sánchez‐Gelabert, A. (2021) · Studia paedagogica · doi:10.5817/sp2020-4-3 · Cited by 17
Dimensional Structure of MAPS-15: Validation of the Multidimensional Academic Procrastination Scale
González-Brignardello, M. P., & Paniagua, Á. S.-E. (2023) · International Journal of Environmental Research and Public Health · doi:10.3390/ijerph20043201 · Cited by 16
Vos, S. G., Wijnia, L., Martens, R. L., & de Groot, R. H. M. (2025) · Learning and Individual Differences · doi:10.1016/j.lindif.2025.102678 · Cited by 19
Postgraduate Students’ Perceptions of Support Services Rendered by a Distance Learning Institution
Lekhetho, M. (2021) · International Journal of Higher Education · doi:10.5430/ijhe.v11n7p24 · Cited by 16
Combining and managing work-family-study roles and perceptions of institutional support
Samra, R., Waterhouse, P., & Lucassen, M. F. G. (2021) · Distance Education · doi:10.1080/01587919.2020.1869530 · Cited by 16
Transition into Distance Education: A Scoping Review
Schweighart, R., Hast, M., Pampel, A. M., Rebien, J. A., & Trautwein, C. (2024) · Education Sciences · doi:10.3390/educsci14101130 · Cited by 15
McDougall, J. (2019) · Open Learning The Journal of Open Distance and e-Learning · doi:10.1080/02680513.2019.1583098 · Cited by 15
Ng, C. (2018) · Distance Education · doi:10.1080/01587919.2018.1476839 · Cited by 14
Supporting Distance Learners: Making Practice More Effective
Pratt, K. (2020) · Journal of Open Flexible and Distance Learning · doi:10.61468/jofdl.v24i1.423 · Cited by 14
Hack, C. J. (2015) · Interactive Learning Environments · doi:10.1080/10494820.2015.1057743 · Cited by 13
Mainstreaming use of Open Educational Resources (OER) in an African context
Mays, T. (2017) · Open Praxis · doi:10.5944/openpraxis.9.4.714 · Cited by 13
Learners’ goal profiles and their learning patterns over an academic year
Ng, C. (2015) · The International Review of Research in Open and Distributed Learning · doi:10.19173/irrodl.v16i3.1951 · Cited by 12
Sánchez‐Gelabert, A., & Andreu, M. E. (2023) · International Journal of Educational Technology in Higher Education · doi:10.1186/s41239-023-00407-4 · Cited by 10
Sustaining Learning Engagement in Distance Education: An Achievement Goal Perspective
Ng, C. (2016) · Education in the Asia-Pacific region · doi:10.1007/978-981-10-0431-5_6 · Cited by 10
Distance learners’ multiple goals, learning and achievement in different learning situations
Ng, C. (2017) · Distance Education · doi:10.1080/01587919.2017.1298981 · Cited by 10
Ongoing effects of pandemic-imposed learning environment disruption on student attitudes
Hynninen, T., Pesonen, H., Lintu, O., & Paturi, P. (2023) · Physical Review Physics Education Research · doi:10.1103/physrevphyseducres.19.010101 · Cited by 9
Zaballos, L. M., González-Brignardello, M. P., Veiga, I. G., García‐Ael, C., Felipe, A. C., & Llorente, S. M. (2023) · Siglo Cero: Revista Española sobre Discapacidad Intelectual · doi:10.14201/scero202354126781 · Cited by 9
Scalability of Learners’ Success Rates in E-Learning: A Survey Study of the Learners’ Perspectives
Maritim, E. K., & Getuno, D. M. (2018) · European Journal of Open Distance and E-Learning · doi:10.2478/eurodl-2018-0001 · Cited by 9
Practices enacted by Nepal Open University for equity and access: a qualitative study
Khanal, J., & Ghimire, S. (2022) · Perspectives Policy and Practice in Higher Education · doi:10.1080/13603108.2022.2043480 · Cited by 8
AI based approach to trailer generation for online educational courses
Mishra, P., Diwan, C., Srinivasa, S., & Srinivasaraghavan, G. (2023) · CSI Transactions on ICT · doi:10.1007/s40012-023-00390-1 · Cited by 8
Learner Support Services in an Online Learning Environment
Babacan, A., & Thurgood, M. (2022) · University development and administration · doi:10.1007/978-981-16-5852-5_2 · Cited by 8
The flipped university: exploring student progression in football coaching and development
Griffiths, R., Probert, J., & Cropley, B. (2018) · Education + Training · doi:10.1108/et-12-2017-0186 · Cited by 8
Panacea or nostrum? Open Educational Resources and the recontextualisation of pedagogy
Cobb, D. J. (2018) · International Studies in Sociology of Education · doi:10.1080/09620214.2018.1499435 · Cited by 8
Tang, S.-K., Lei, P. I. S., Tse, R. T., Lam, C., & Cheong, C. W.-L. (2020) · IEEE International Conference on Teaching, Assessment, and Learning for Engineering · doi:10.1109/tale48869.2020.9368384 · Cited by 8
Pursuit of Online Services for Online Students
Richardson, M. D., Sheeks, G., Waller, R. E., & Lemoine, P. A. (2021) · IGI Global eBooks · doi:10.4018/978-1-7998-8047-9.ch092 · Cited by 8
Predicting Completion: The Road to Informed Study Decisions in Higher Online Education
Delnoij, L. E. C., Janssen, J., Dirkx, K., Gijselaers, H. J. M., de Groot, R. H. M., Neroni, J., de Bie, M., & Martens, R. L. (2021) · Frontiers in Education · doi:10.3389/feduc.2021.668922 · Cited by 8
Open Educational Resources in South Africa
Mays, T. (2020) · Lecture notes in educational technology · doi:10.1007/978-981-15-3040-1_11 · Cited by 7
Klinke, C., Kulle, K., Schreyögg, B., Fischer, K., & Eckert, M. (2024) · European Journal of Psychology of Education · doi:10.1007/s10212-024-00829-2 · Cited by 7
Kubincova, E., Dale, V. H. M., & Kerr, J. M. M. (2018) · Research in Learning Technology · doi:10.25304/rlt.v26.2055 · Cited by 7
Levenberg, A. (2023) · Journal of Further and Higher Education · doi:10.1080/0309877x.2023.2226073 · Cited by 7
Supporting Distance Learners: Making Practice More Effective
Pratt, K. (2015) · Journal of Open Flexible and Distance Learning · doi:10.61468/jofdl.v19i1.235 · Cited by 7
Walmsley-Smith, H., Machin, L., & Walton, G. (2019) · Research in Learning Technology · doi:10.25304/rlt.v27.2106 · Cited by 7
Open Distance Learning and Immersive Technologies: A Literature Analysis
Ntaba, A., & Jantjies, M. (2021) · Cognition and exploratory learning in the digital age · doi:10.1007/978-3-030-65657-7_11 · Cited by 7
Adapting Structuration Theory as a Comprehensive Theory for Distance Education: The ASTIDE Model
Aktaruzzaman, M., & Plunkett, M. (2016) · European Journal of Open Distance and E-Learning · doi:10.1515/eurodl-2016-0002 · Cited by 7
Deconstructing dual-mode provision in a digital era
Mays, T., Combrinck, M. H. A., & Aluko, F. R. (2018) · Distance Education · doi:10.1080/01587919.2018.1457943 · Cited by 7
Supporting students’ transition into higher education: Motivation enhancement strategies
Kinsella, M., Wyatt, J., Nestor, N., Rackard, S., & Last, J. (2022) · ACCESS Contemporary Issues in Education · doi:10.46786/ac22.8193 · Cited by 6
How do tutors use data to support their students?
Walker, S., Olney, T., WOOD, C. K., Clarke, A., & Dunworth, M. (2018) · Open Learning The Journal of Open Distance and e-Learning · doi:10.1080/02680513.2018.1554476 · Cited by 6
Embracing Dropouts in MOOCs: Exploring Potentials of Invisible Learners
Dalsgaard, C., & Gislev, T. (2019) · Journal of Interactive Media in Education · doi:10.5334/jime.498 · Cited by 6
Supporting Online Video e-Learning with Semi-automatic Concept-Map Generation
Hayama, T., & Sato, S. (2020) · Lecture notes in computer science · doi:10.1007/978-3-030-50513-4_5 · Cited by 6
Student Success Factors in Graduate Psychology Professional Programs
Newhouse, N. K. (2016) · Online Learning · doi:10.24059/olj.v20i1.585 · Cited by 8
Usability of an eHealth sleep education intervention for university students
Rosenberg, L., Rigney, G., Jemcov, A., van Voorst, D., & Corkum, P. V. (2024) · Digital Health · doi:10.1177/20552076241260480 · Cited by 5
Myers, F., Glover, H., & Stephens, C. (2021) · Journal of Further and Higher Education · doi:10.1080/0309877x.2021.1931061 · Cited by 5
Lemoine, P. A., Sheeks, G., Waller, R. E., & Richardson, M. D. (2019) · International Journal of Technology-Enabled Student Support Services · doi:10.4018/ijtesss.2019070103 · Cited by 5
Dufour, G. (2020) · Counselling and Psychotherapy Research · doi:10.1002/capr.12310 · Cited by 8
Giayetto, V., Peirotti, M. G., Aimaretto, C. B. R., & Vera, M. A. (2020) · REDU Revista de Docencia Universitaria · doi:10.4995/redu.2020.14040 · Cited by 5
Nsamba, A., & Chimbo, B. (2023) · Cogent Education · doi:10.1080/2331186x.2023.2270290 · Cited by 5
Gottburgsen, A., Hofmann, Y. E., & Willige, J. (2023) · Hochschulbildung: Lehre und Forschung · doi:10.14361/9783839457696-007 · Cited by 4
Researching online communities of inquiry through digital ethnography
Johnson, N. (2021) · SHS Web of Conferences · doi:10.1051/shsconf/202110201006 · Cited by 4
Polat, E., Hopcan, S., & Öztürk, M. E. (2021) · Bartın University Journal of Faculty of Education · doi:10.14686/buefad.823743 · Cited by 4
Young, K. A. (2022) · Open Learning The Journal of Open Distance and e-Learning · doi:10.1080/02680513.2022.2134003 · Cited by 4
Pursuit of Online Services for Online Students
Richardson, M. D., Sheeks, G., Waller, R. E., & Lemoine, P. A. (2020) · Advances in higher education and professional development book series · doi:10.4018/978-1-7998-2878-5.ch003 · Cited by 4
Aluko, F. R. (2021) · Open Praxis · doi:10.5944/openpraxis.13.1.1171 · Cited by 4
Delivering trauma mastery with an international trauma masters
Schyma, B. M., Cole, E. M., Wren, S. M., Brohi, K., & Brundage, S. I. (2019) · Injury · doi:10.1016/j.injury.2019.03.023 · Cited by 4
Cefa, B., & Zawacki‐Richter, O. (2025) · European Journal of Open Distance and E-Learning · doi:10.65043/eurodl.153 · Cited by 4
E-Advising: Expanding Advising for Distance LIS Students
Burns, E., Kimmel, S. C., & DiScala, J. (2019) · Journal of Library & Information Services in Distance Learning · doi:10.1080/1533290x.2019.1705454 · Cited by 3
Applying Threshold Concepts Strategies to Teaching Computing Students in an ODL Context
Adamiak, J. (2024) · Open Praxis · doi:10.55982/openpraxis.16.2.552 · Cited by 3
Metadata
- Authors
- Simpson, O.
- Affiliations
- University of London (GB)
- Corresponding author
- Simpson, Ormond
- ORCID
- Simpson, Ormond
- Venue
- Open Learning: The Journal of Open, Distance and e-Learning
- Publisher
- Informa UK Limited
- Published
- 2013-06
- Volume
- 28
- Issue
- 2
- Pages
- 105-119
- ISSN
- 0268-0513 (ISSN-L)
- 1469-9958
- OpenAlex
- W2079302356
- Cited by
- 181
- References
- 19
- Citations by year
- 2026: 8 · 2025: 7 · 2024: 13 · 2023: 19 · 2022: 23 · 2021: 21 · 2020: 26 · 2019: 22 · 2018: 9 · 2017: 9 · 2016: 7 · 2015: 10 · 2014: 6 · 2013: 1
- FWCI
- 38.71
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- Open Learning The Journal of Open Distance and e-Learning (publishedVersion)
- Open Research Online - ORO (The Open University) (submittedVersion)
- Topics
- Social Sciences › Education › Online and Blended Learning
- Social Sciences › Education › Evasion and Academic Success Factors
- Social Sciences › Education › Higher Education Research Studies
- Keywords
- student retention, distance education, graduation rates, dropout, Open University, teaching-learning relationship, student motivation, online teaching materials, massive open online courses, learning analytics, smartphones in education, institutional attitudes, financial feasibility
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