Use chatbot standardised patients combined with CBL to address limitations of traditional SP approaches.¶

Strategy · All strategies
Evidence · 4 claims (3 for, 1 mixed) · 1 study (1 quant-synthesis), q3 · 0 of 1 report an effect size · 4 claims rest on one study

Description¶

The article recommends integrating chatbot standardised patients (CSP) with CBL methodologies to address limitations of traditional SP approaches by providing enhanced reproducibility, extensive coverage, standardised training protocols and personalised interactive mechanisms. This innovative hybrid model facilitates targeted knowledge delivery and consistent clinical scenario replication, showing significant potential for broader implementation in medical education.

Design Implications¶

Context¶

Requirements¶

• Chatbot infrastructure capable of simulating standardised patient interactions

Constraints¶

• Limited to contexts where chatbot technology is available and appropriate

Target Learners¶

• Medical students
• Resident physicians

Target Learning Goals¶

• Clinical reasoning skill development

Affordances¶

• Sp Cbl Synergistic Framework

Claims¶

• SP+CBL pedagogy significantly improves clinical practice performance compared with LBL in Chinese clinical education. [+W]
• SP+CBL pedagogy significantly improves teaching satisfaction compared with LBL in Chinese clinical education. [+W]
• SP+CBL pedagogy significantly improves theoretical knowledge achievement compared with LBL in Chinese clinical education. [+W]
• Publication bias is present for theoretical knowledge outcomes but not for clinical practice performance in SP+CBL meta-analysis. [~W]

Related Strategies¶

• Tiered ECE implementation: virtual and case-based learning first, then simulated patient interaction, then supervised real patient contact

Examples¶

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Key Sources¶

• Yu Zizhong, Zhao Zhao, Chen Xinyue, Shi Jiayi, Liang Yiting, Zhang Xicheng, Qu Mengjiao, Huang Meiyue, Li Panpan, Li Dan, Li Man, He Jinbo. (2025). Effects of standardised patients (SP) combined with case-based learning (CBL) in Chinese clinical education: a systematic review and meta-analysis. BMJ Open. https://doi.org/10.1136/bmjopen-2024-095705