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  2. Benefits Mapping and Analysis Program (BenMAP)

BenMAP-CE Training Materials

Are you interested in learning more about how to operate the BenMAP-CE program? A variety of training resources are available, including self-paced exercises, online interactive modules and instructor-led training:

  •  Self-paced training materials are available for seven regions of the world. Training materials are available in English for all regions and Spanish and French for a subset of regions. Each zip archive linked below contains: (1) a series of self-paced exercises; (2) BenMAP-CE datasets needed to complete the exercises; (3) an answer key. 
    • English language
      • South America (zip)
      • Southeast Asia (zip)
      • China (zip)
      • South Asia (zip)
      • North America (zip)
      • West Africa (zip)
      • South Africa (zip)
    • Spanish language
      • America del Norte (zip)
      • Sudamerica (zip)
    • French language
      • Afrique de l'Ouest (zip)
  • The U.S. EPA periodically hosts instructor-led training classes in the U.S. and abroad. If you are interested in attending a training session, please Contact Us.

Benefits Mapping and Analysis Program (BenMAP)

  • How BenMAP-CE Estimates the Health and Economic Effects of Air Pollution
  • Questions BenMAP-CE Can Help Answer
  • Downloads
  • Reduced-Form Tools for Calculating PM2.5 Benefits
  • Applications: Articles and Presentations
  • Training Materials
  • Manual and Appendices for BenMAP-CE
Contact Us About BenMAP
Contact Us to ask a question, provide feedback, or report a problem.
Last updated on May 2, 2025
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