Design and efficacy of a disease-oriented SPOC in clinical molecular diagnostics

The Small Private Online Course (SPOC) model offers potential to enhance flexibility, standardization, and learning outcomes. This study evaluates the design, implementation, and educational impact of a disease-oriented SPOC of Clinical Molecular Diagnostics, which was established by the author, delivered to three cohorts of students (2023–2025). The course consisted of 10 modules, each accompanied by quizzes. Learning analytics, quiz scores, and student feedback surveys were collected. The results revealed that average quiz scores improved progressively across modules, indicating mastery of theory. Student surveys reported enhanced self-directed learning, clinical relevance awareness, and laboratory preparedness. This disease-oriented SPOC-based modular course is effective for teaching Clinical Molecular Diagnostics theory. It supports active learning, bridges theoretical-practical gaps, and provides a scalable framework applicable in other medical education contexts.

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Publication Details

Journal
Frontiers in Education
Published
2026-04-28
DOI
https://doi.org/10.3389/feduc.2026.1800924
Primary Topic
Online Learning and Analytics
Type
article
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article

Design and efficacy of a disease-oriented SPOC in clinical molecular diagnostics

Zheng Liu
Frontiers in Education
Online Learning and Analytics
article

Design and efficacy of a disease-oriented SPOC in clinical molecular diagnostics

Zheng Liu
article en

Abstract

The Small Private Online Course (SPOC) model offers potential to enhance flexibility, standardization, and learning outcomes. This study evaluates the design, implementation, and educational impact of a disease-oriented SPOC of Clinical Molecular Diagnostics, which was established by the author, delivered to three cohorts of students (2023–2025). The course consisted of 10 modules, each accompanied by quizzes. Learning analytics, quiz scores, and student feedback surveys were collected. The results revealed that average quiz scores improved progressively across modules, indicating mastery of theory. Student surveys reported enhanced self-directed learning, clinical relevance awareness, and laboratory preparedness. This disease-oriented SPOC-based modular course is effective for teaching Clinical Molecular Diagnostics theory. It supports active learning, bridges theoretical-practical gaps, and provides a scalable framework applicable in other medical education contexts.

Frontiers in EducationVol. 11
Guilin Medical University (CN)
Quality Education
Openalex Percentile: Top 9%
Online Learning and Analytics
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