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Overview

What is mapEDU?

mapEDU focuses on curriculum analysis and mapping for healthcare disciplines, with a strong emphasis on using actual classroom materials instead of manual surveys. The platform processes course content such as audio and video lectures, presentations, and handouts, and maps coverage against national and internal learning outcomes for accreditation and curriculum revision. It presents itself as an all-in-one curriculum mapping environment, consolidating mapping, analytics, and related workflows into a single cloud-based, self-serve service. The product highlights automation of content-to-objective mapping, generation of curriculum insights, and support and professional services around its subscription-based curriculum analytics offering. Its positioning centers on providing curriculum transparency and evidence-based mapping for specialized healthcare programs.
Capabilities

mapEDU features

All-in-one curriculum mapping
AI-powered mapping of content to objectives
Curriculum analytics for healthcare disciplines
Processing of actual classroom content including audio and video lectures, presentations, and handouts
Mapping coverage of national and internal learning outcomes for accreditation or curriculum revision
Deep dive

More about mapEDU

Use Cases

  • Mapping medical-school curricula.
  • Reviewing nursing program coverage.
  • Preparing for accreditation.
  • Identifying missing learning objectives.
  • Finding redundant course content.
  • Mapping exams to curriculum objectives.
  • Tagging medical exam questions with MeSH terms.
  • Reviewing how topics are taught across courses.

Dos and Don'ts

Do

  • Upload clearly defined learning objectives.
  • Include the actual content being delivered to students.
  • Review AI-generated mappings before making curriculum decisions.
  • Use gap reports to identify areas needing additional instruction.
  • Re-run mapping after significant curriculum changes.
  • Use relevant national standards for accreditation analysis.
  • Keep course and objective information organized.

Don't

  • Assume an AI mapping is automatically correct.
  • Upload incomplete curriculum information and expect complete analysis.
  • Treat gap detection as a substitute for faculty review.
  • Use irrelevant standards for your program.

Features

  • Automated Curriculum Mapping: Maps delivered course content to program, course, and session objectives.
  • Content Analysis: Extracts information from uploaded educational materials.
  • Multimedia Support: Handles PDFs, PowerPoint files, Word documents, audio, and video.
  • Learning Objective Mapping: Connects teaching materials with institutional objectives.
  • Gap Detection: Identifies objectives that receive insufficient coverage.
  • Redundancy Detection: Finds topics or objectives that are covered repeatedly.
  • Assessment Mapping: Connects exam questions and assessments with course objectives.
  • AI Exam Tagging: Uses relevant MeSH terms to categorize exam questions.
  • National Standards: Supports standards for medicine, nursing, pharmacy, dentistry, veterinary medicine, physical therapy, occupational therapy, and physician assistant programs.
The verdict

Pros & cons

Pros

Automatically maps teaching content to learning objectives.

Works with documents, presentations, audio, and video.

Supports health-professions education standards.

Identifies curriculum gaps and redundancies.

Automatically maps assessments to course objectives.

Provides automated exam question tagging using MeSH terms.

Generates accreditation and benchmarking reports.

Can connect with existing LMS systems through integrations/APIs.

Cons

Primarily designed for health professions schools, not general education.

Pricing is not publicly displayed; institutions need to request information or a demo.

Requires curriculum objectives and course materials to produce meaningful mapping.

AI-generated mappings should be reviewed by curriculum experts.

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