3.4. 评估工具箱(Evaluation Toolkit)(研发中)

3.4. 评估工具箱(Evaluation Toolkit)(研发中)

中文(Chinese)

评估工具箱(Evaluation Toolkit)是 IAMM 为全球医疗机构、教育者、研究人员与技术团队设计的标准化评价体系集合,用于评估元宇宙医学(Metaverse Medicine)、AI 医疗、沉浸式训练等多种应用场景的有效性、安全性与可用性。

该工具箱提供多层级、多维度的评估方法,确保学习成果、临床技能、系统性能与用户体验均可量化、可追踪、可比较。

工具箱核心目标:

  • 支持全球一致的评估标准
  • 为医院与教育机构提供即用型工具
  • 促进监管审核、科研设计与真实世界数据分析
  • 提升沉浸式医疗教育与 AI 医疗应用的质量保证水平

(1)学习与能力评估模块(Learning & Competency Assessments)

用于教育培训与技能提升,包括:

  • 学习前后测(Pre/Post Tests)
  • OSCE 客观结构化临床技能考核
  • XR 技能评分量表(XR Skill Scales)
  • 案例推演评估(Scenario Assessment Rubrics)
  • 技能清单(Competency Checklists)
  • 学习行为分析(Learning Analytics)

(2)临床效果与安全监测(Clinical Outcomes & Safety Monitoring)

适用于元宇宙临床场景、虚拟诊疗、vICU/vMDT、数字疗法等:

  • 症状与功能改善指标(Symptom/Function Outcomes)
  • 患者依从性(Adherence Metrics)
  • 不良事件(Adverse Events)
  • 信息与技术错误记录(Error Logs)
  • 远程操作风险评估(Remote Operation Safety Metrics)

(3)沉浸感与体验质量评估(Immersion & Experience Evaluation)

针对 XR / 虚拟系统的核心指标:

  • 沉浸感量表(Presence & Immersion Scales)
  • 用户满意度(Satisfaction Surveys)
  • 认知负荷(Cognitive Load Measures)
  • 舒适度与晕动症评估(Comfort & Cybersickness)
  • 可用性(Usability Scores)

(4)系统性能与可靠性工具(System Performance & Reliability Tools)

用于测试 XR、AI、大模型、数字孪生等系统:

  • 网络延迟(Latency Metrics)
  • 渲染与同步性能(Rendering & Sync Tests)
  • 系统稳定性(System Uptime)
  • 隐私与数据安全检测(Privacy & Security Checks)
  • 互操作性测试(Interoperability Tests:FHIR/DICOM/XR APIs)

(5)科研设计与数据分析组件(Research & Data Components)

支持多中心研究与真实世界数据(RWD)分析:

  • 结局指标选择指南(Outcome Measurement Guides)
  • 样本量估算工具(Sample Size Estimators)
  • RCT 与 RWS 模板(Trial Design Templates)
  • 数据质量控制(Data Quality Checklists)
  • 统计与可视化工具包(Stats & Visualization Toolkit)

(6)监管与伦理支持材料(Regulatory & Ethical Support)

用于医院、科室、伦理委员会、企业:

  • 风险评估模板(Risk Assessment Forms)
  • 伦理审查要点(IRB Key Considerations)
  • 数据保护与同意文件(Consent & Data Protection Forms)
  • 合规检查表(Compliance Checklists)

English(English Version)

The Evaluation Toolkit is IAMM’s comprehensive standards-based assessment suite, designed for healthcare institutions, educators, researchers and technology developers to evaluate the effectiveness, safety and usability of Metaverse Medicine, AI-driven care and immersive training systems.

Its multi-level, multi-domain components ensure that learning outcomes, clinical performance, system reliability and user experience are measurable and comparable across global settings.

Toolkit objectives:

  • Support globally aligned evaluation standards
  • Provide ready-to-use tools for hospitals and academic programs
  • Facilitate regulatory review, research design and real-world data studies
  • Enhance quality assurance for immersive and AI-enabled medical applications

(1) Learning & Competency Assessments

For education and skills development:

  • Pre/Post tests
  • OSCE (Objective Structured Clinical Examination)
  • XR skill rating scales
  • Scenario-based assessment rubrics
  • Competency checklists
  • Learning-analytics dashboards

(2) Clinical Outcomes & Safety Monitoring

Applicable to virtual care, vICU/vMDT and digital therapeutics:

  • Symptom/function outcomes
  • Adherence metrics
  • Adverse-event tracking
  • Technical error logs
  • Remote-operation safety metrics

(3) Immersion & Experience Evaluation

For XR/virtual systems:

  • Presence & immersion scales
  • Satisfaction surveys
  • Cognitive load measures
  • Comfort & cybersickness scales
  • Usability scores

(4) System Performance & Reliability Tools

For testing XR, AI, FM models and digital twins:

  • Latency measurements
  • Rendering & synchronization performance
  • System uptime
  • Privacy & security audits
  • Interoperability testing (FHIR, DICOM, XR APIs)

(5) Research & Data Components

Supporting multi-center research and RWD analytics:

  • Outcome-measurement guides
  • Sample-size calculators
  • RCT/RWS design templates
  • Data quality checklists
  • Statistical & visualization toolkits

(6) Regulatory & Ethical Support Materials

For hospitals, ethics boards and industry partners:

  • Risk-assessment forms
  • IRB key review items
  • Consent & data-protection templates
  • Compliance checklists