Retention and completion in online learning: recommended strategies for improvement
Why learner support is the heart of an effective program
If you are designing an online or blended program for busy professionals, the single most powerful lever you control is how you support learners.
When support is strong, people are more likely to stay in the program, complete activities, and actually change what they do in practice.
When support is weak or confusing, even well designed courses with great content lose many if not most learners along the way.
The three layers of support you need
You can think about learner support as three layers that reinforce each other.
For professional development, all three layers matter, because participants are usually working full time, may be coping with professional and personal crises, and trying to apply learning in messy real-world contexts.
Institutional support: remove friction and signal that people matter
Formal education studies show that institutional support is the top factor leaders associate with online course completion. Learners themselves say that the absence of support matters (although what learners perceive may not always be useful).
For professional development, the same holds, with a few practical priorities.
Design for these.
In an international online professional development program for teachers, for example, adding personalized support such as short one-to-one sessions and encouragement messages increased completion rates by about ten percent for some groups.
Instructor support: scaffolding learning so no one is left alone
Research with university students shows that learners in online courses expect instructors to help them feel connected, understand what to do, and stay on track, and that weak instructor presence is linked to withdrawal.
In professional development, instructors or facilitators play a similar role, but with more emphasis on helping people apply ideas in their own context.
This is where scaffolding comes in.
Scaffolding means giving targeted support that helps learners do something today that they would not yet manage alone, then gradually reducing that support as they gain confidence and skill.
Here are five practical scaffolding moves you can build into your program.
In an online leadership course, for example, students described scaffolding as a kind of coaching, where lecturers monitored engagement, encouraged them, corrected misconceptions, and gave direction when needed, which helped them persist and complete.
Peer support: building a community that carries learners through
Multiple studies of online and blended learning find that peer interaction is one of the strongest predictors of engagement and persistence, especially in intensive or demanding programs.
In professional development, peers also bring real world experience, local knowledge, and emotional support that no central team can fully provide.
To make peer support work, you need to design it.
Concrete peer structures you can use include:
A grounded theory study of an authentic online professional development program found that learning happened in a web of interactions where peers and mentors were central, and content and technology played a supporting role, which is directly applicable to professional communities of practice.
Translating formal education evidence to professional development
Most of the detailed evidence on retention and support comes from higher education students. Nevertheless, some patterns make sense for professional development, if you adjust for context.
Here are three insights from higher education that apply to in-service professional development:
Online professional development reviews also point to some specific needs of professionals.
Designing your next program with support at the center
When you design or redesign a program, start by sketching the support system, not only the curriculum.
Ask yourself three practical questions.
If you can give clear, concrete answers to those questions, grounded in the evidence above, you will have moved a long way toward an effective, humane program that busy professionals can complete and use in practice.
References
da Rosa Ferrarelli, L., 2015. Online scaffolding in a fully online educational leadership course. Journal of Open, Flexible and Distance Learning, 19(2), pp.24–35. (Repository record, no DOI reported.) Available at: https://researchcommons.waikato.ac.nz/items/94bfea8f-a990-4509-b7e6-b93c1a20949e.
Leary, H., Dopp, C., Turley, C., Cheney, M., Simmons, Z., Graham, C.R. and Larsen, R., 2020. Professional development for online teaching: A literature review. Online Learning, 24(4), pp.254–275. Available at: https://doi.org/10.24059/olj.v24i4.2198.
Muljana, P.S. and Luo, T., 2019. Factors contributing to student retention in online learning and recommended strategies for improvement: A systematic literature review. Journal of Information Technology Education: Research, 18, pp.19–57. Available at: https://doi.org/10.28945/4182.
Roddy, C., 2017. A grounded theory of professional learning in an authentic online professional development program. International Review of Research in Open and Distributed Learning, 18(7), pp.141–160. Available at: https://doi.org/10.19173/irrodl.v18i7.2923.
Roddy, C., Amiet, D.L., Chung, J., Holt, C., Shaw, L., McKenzie, S., Garivaldis, F., Lodge, J.M. and Mundy, M.E., 2017. Applying best practice online learning, teaching, and support to intensive online environments: An integrative review. Frontiers in Education, 2, 59. Available at: https://doi.org/10.3389/feduc.2017.00059.
Sadki, R. (2024). Why asking learners what they want is a recipe for confusion. Reda Sadki. https://doi.org/10.59350/6z9yb-r4b94
Sadki, R. (2025). Online learning completion rates in context: Rethinking success in digital learning networks. Reda Sadki: Learning to make a difference. https://doi.org/10.59350/qadwd-87309
Sadki, R. (2025). The great unlearning: notes on the Empower Learners for the Age of AI conference. Reda Sadki. https://doi.org/10.59350/859ed-e8148
Sharman, R., 2015. A model of peer learning incorporating scaffolding strategies. Doctoral dissertation, Virginia Polytechnic Institute and State University. (No DOI, institutional repository.) Available at: https://vtechworks.lib.vt.edu/server/api/core/bitstreams/2d867c26-49b0-4474-b7f3-11d452e7d9bd/content.
#completion #facilitatorSupport #FactorsContributingToStudentRetentionInOnlineLearningAndRecommendedStrategiesForImprovement #peerSupport #professionalDevelopment #retention #scaffoldingI was banned from Claude for scaffolding a Claude.md file
https://hugodaniel.com/posts/claude-code-banned-me/
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[Show GN: FastAPI-fastkit: Python & FastAPI 입문자를 위한 올인원 프로젝트 스캐폴딩 도구
FastAPI-fastkit은 Python과 FastAPI 입문자를 위한 프로젝트 스캐폴딩 도구로, 대화형 CLI를 통해 프로젝트 생성, 의존성 설치, 라우트 추가 등을 자동화합니다. FastAPI의 진입 장벽을 낮추고, 다양한 템플릿과 기능을 제공하여 개발 생산성을 높입니다.
[Перевод] Рекурсивные языковые модели (RLM) – парадигма 2026 года
Команда AI for Devs подготовила перевод большого исследовательского материала о рекурсивных языковых моделях (RLM). Авторы разбирают, почему простое увеличение контекстного окна больше не решает проблему долгоживущих агентов, и показывают альтернативу: обучение моделей активному управлению собственным контекстом через context folding и под-LLM. Статья основана на обширных экспериментах и даёт практический взгляд на то, каким может быть следующий шаг в развитии LLM-агентов.
Swansea’s half‑finished Copr Bay car park finally shows progress as scaffolding comes down
The long‑delayed multi‑storey, sitting directly opposite Swansea Arena, is at last showing visible signs of progress after months of frustration. The project was thrown into chaos when the original contractor went into administration, leaving the council with a part‑completed shell and a tangle of legal and contractual hurdles to clear before work could restart.
Scaffolding starts to fall after months of delays
Workers from Andrew Scott Ltd, the Swansea‑based firm brought in to rescue the scheme, remain on site carrying out remedial and finishing works. The council says the car park is now on track for completion by early summer, with all remaining work being delivered at no extra cost to taxpayers.
Council Leader Rob Stewart said seeing the scaffolding come down marked a turning point in one of the most difficult chapters of the Copr Bay development.
Cllr Rob Stewart said:
“It’s been hugely frustrating that we were left with a half‑finished structure when the previous contractor failed. Despite the setbacks, we’ve kept the project moving and are on track to complete the work by the early summer.”
A project stalled by a contractor collapse
The car park was originally being built by Buckingham Group before the company went into administration, halting progress overnight. The collapse left Swansea Council with a half‑finished structure and months of legal and contractual work before a new contractor could be appointed.
Andrew Scott Ltd took over the site in 2024, tasked with completing the remedial work, fire protection, weather‑proofing and external finishes left incomplete by the previous contractor.
Two people walk past the Copr Bay car park as scaffolding is removed and protective sheeting remains in place. (Image: Swansea Council)Retail units on Cupid Way back on the market
Below the car park, the retail units on Cupid Way — the new pedestrian link between the arena bridge and the city centre — are now being remarketed. Businesses originally lined up for the units are being contacted again to see if they still want to take space, with the council anticipating that some could move in as early as the spring.
A key piece of the Copr Bay district
The car park is one of the final unfinished elements of Copr Bay Phase One, which includes the arena, the yellow bridge over Oystermouth Road, Amy Dillwyn Park and new apartments and commercial units.
Once the new car park opens, the ageing St David’s multi‑storey is expected to be demolished as part of the wider regeneration of the area.
Cllr Stewart said completing the structure would help bring “more activity and life” to the district and support local businesses as the area continues to grow.
Related stories from Swansea Bay News
Council says incomplete Copr Bay car park to open by end of year
Earlier assurances from the council that the unfinished structure would still open on schedule.
Council appoints new Copr Bay contractor
Andrew Scott Ltd confirmed as the firm brought in to rescue the stalled project.
Council holding talks with new contractors after Buckingham goes into administration
The scramble to find a replacement builder after the original contractor collapsed.
Construction company behind Swansea’s new arena goes into administration
Buckingham Group’s collapse sent shockwaves through major UK projects, including Copr Bay.
Key workers start to move into Swansea’s affordable Copr Bay apartments
Progress elsewhere in the district as new residents moved into the development’s housing.
Tạo CLI để xây dựng dự án MERN nhanh hơn, mở để nhận phản hồi và đóng góp #MERN #CLI #DựÁnMở #OpenSource #Scaffolding #PhátTriểnỨngDụng #SoftwareDevelopment #CôngCụPhátTriển
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Scaffolding to Superhuman: How Curriculum Learning Solved 2048 and Tetris
https://kywch.github.io/blog/2025/12/curriculum-learning-2048-tetris/
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AI, Mastery, and the Barbell of Cognitive Enhancement
In the typical Hollywood action movie, a hero acquires master-level skill in a specialized art, such as Kung Fu, in a few power ballad-backed minutes of a training montage.
In real life, it may seem self-evident that gaining mastery takes years of intense, deliberate, and guided work. Yet the perennial optimism of students cramming the night before an exam tells us that the pursuit of a cognitive shortcut may be an enduring human impulse.
It is unsurprising, then, that students—and many adults—increasingly use the swiftly advancing tools of AI and Large Language Models (LLMs) as a shortcut around deeper, more effortful cognitive work. [...]
https://languageandliteracy.blog/ai-mastery-and-the-barbell-of-cognitive-enhancement
Hong Kong đang khẩn trương gỡ bỏ lưới che giàn giáo tại các công trình xây dựng, một tuần sau vụ cháy chung cư kinh hoàng tại Tai Po. Biện pháp này được thực hiện nhằm tăng cường an toàn phòng cháy chữa cháy sau thảm kịch.
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#rthk:
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.. three men, .. arrested for alleged manslaughter amid suspicions that construction materials put up around the building did not meet fire safety standards.
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"“We found Styrofoam .. installed outside some windows on each floor near the lift lobby,” Chung said. “Everyone knows this material is inflammable…”"
https://news.rthk.hk/rthk/en/component/k2/1833502-20251127.htm
27.11.2025
#bamboo #Bambus #Baugerüst #China #Hongkong #Feuer #fire #flammable #Großbrand #Hochhaus #Renovierung #Sanierung #scaffolding #WangFukCourt