A new perspective to aid in MMed research report completion: The effort-time trajectory model
G Nel et al · South African Medical Association · 2026
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Objective. To introduce and describe the effort-time trajectory model as an innovative conceptual framework to support MMed trainees in planning and completing their research reports.
Methods. We describe the effort-time trajectory model, originally developed by Nel, which complements existing scheduling-based research support models by explicitly incorporating anticipated cognitive effort. Drawing on educational theory, particularly cognitive load theory, the model conceptualises research progression as a dynamic trajectory of both practical and cognitive effort over time.
Results. The model highlights predictable peaks – such as protocol development, data analysis and final writing – and lulls, such as routine data collection. Mapping these fluctuations enables early identification of periods where trainees are most vulnerable to overload and where targeted supervisory or institutional support may have the greatest impact.
Conclusion. The effort-time trajectory model provides a more holistic lens for supporting MMed research training by accounting for both temporal and cognitive demands. Its application may reduce last-minute workload surges, improve research completion timelines and support more sustainable integration of research within specialist training programmes.
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APA 7
al, G. N. E. (2026). A new perspective to aid in MMed research report completion: The effort-time trajectory model. https://doi.org/10.7196/SAMJ.2026.v116i4.4493
MLA
al, G Nel et. "A new perspective to aid in MMed research report completion: The effort-time trajectory model." 2026. https://doi.org/10.7196/SAMJ.2026.v116i4.4493.
Chicago
al, G Nel et. 2026. "A new perspective to aid in MMed research report completion: The effort-time trajectory model.". https://doi.org/10.7196/SAMJ.2026.v116i4.4493.
Harvard
al, G. N. E. 2026, A new perspective to aid in MMed research report completion: The effort-time trajectory model, South African Medical Association, available at: https://doi.org/10.7196/SAMJ.2026.v116i4.4493 [Accessed 22 Jun. 2026].
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- Título
- A new perspective to aid in MMed research report completion: The effort-time trajectory model
- Autor / colaboradores
- G Nel et al
- Editorial
- South African Medical Association
- Año de publicación
- 2026
- ISSN
- 0256-9574
- ISSN
- 0256-9574
- Idioma
- eng
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