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Emergency Care CHW alerts the clinic Clinic dispatches Injury - PowerPoint PPT Presentation

Emergency Care CHW alerts the clinic Clinic dispatches Injury resources Mahmud N, Rodriguez J, Nesbit J. A text message-based intervention to bridge the healthcare communication gap in the rural developing world. Technol Health Care. 2010 Jan;


  1. Emergency Care CHW alerts the clinic Clinic dispatches Injury resources Mahmud N, Rodriguez J, Nesbit J. A text message-based intervention to bridge the healthcare communication gap in the rural developing world. Technol Health Care. 2010 Jan; 18(2): 137-44.

  2. Emergency Care CHW alerts the clinic Clinic dispatches Injury resources 150 patients over 6 months Mahmud N, Rodriguez J, Nesbit J. A text message-based intervention to bridge the healthcare communication gap in the rural developing world. Technol Health Care. 2010 Jan; 18(2): 137-44.

  3. Patient Tracking Patient misses appointment CHW reports patient’s status CHW receives alert CHW locates and checks in with patient Mahmud N, Rodriguez J, Nesbit J. A text message-based intervention to bridge the healthcare communication gap in the rural developing world. Technol Health Care. 2010 Jan; 18(2): 137-44.

  4. Patient Tracking 2100 hours saved $3,500 saved Patient misses appointment CHW reports patient’s status CHW receives alert CHW locates and checks in with patient Mahmud N, Rodriguez J, Nesbit J. A text message-based intervention to bridge the healthcare communication gap in the rural developing world. Technol Health Care. 2010 Jan; 18(2): 137-44.

  5. Management Mahmud N, Rodriguez J, Nesbit J. A text message-based intervention to bridge the healthcare communication gap in the rural developing world. Technol Health Care. 2010 Jan; 18(2): 137-44.

  6. Symptom Monitoring Mahmud N, Rodriguez J, Nesbit J. A text message-based intervention to bridge the healthcare communication gap in the rural developing world. Technol Health Care. 2010 Jan; 18(2): 137-44.

  7. Symptom Monitoring 2x number of TB patients Mahmud N, Rodriguez J, Nesbit J. A text message-based intervention to bridge the healthcare communication gap in the rural developing world. Technol Health Care. 2010 Jan; 18(2): 137-44.

  8. Referrals

  9. Stock Levels Restocking based on need STOCK LEVELS Reports are monitored at Clinics upload reports central office for vital stock levels

  10. FrontlineForms

  11. PatientView

  12. TextForms

  13. TextForms and Resource Finder 21

  14. Offline Mapping

  15. Auto-categorization – the process ndimmafuna manthwala 1 in 5 classification errors with raw messages (‘I currently need medicine’) ndimafuna mantwala 1) Normalize spellings ndi-ma-fun-a man-twala 2) Segment words ndi -ma- fun -a man - twala 3) Identify predictors ndi -fun man-twala 1 in 20 classification error (“I need medicine”) post-processing. Improves with scale. Category = “Request for aid”

  16. MMS + Diagnostics LUCAS Prof. Aydogan Ozcan, UCLA Photographs courtesy of Dr. Ozcan’s laboratory, UCLA and Science

  17. Connected, coordinated health systems that save more lives.

  18. questions?

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