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m-maji (mmaji.wordpress.com) Sunny Jeon, PhD Candidate, Political Science, Stanford Joshua Cohen, Professor of Law, Philosophy, and Political Science, Stanford Eran Bendavid, Assistant Professor of Medicine, Stanford Katherine Hoffmann, MA, International Policy Studies, Stanford (now at IPA) Terry Winograd, Professor of Computer Science, Stanford
Water in Kibera is  scarce, costly, and contaminated. Kibera, Nairobi, Kenya
Water in Kibera is  scarce, costly, and contaminated. Kibera, Nairobi, Kenya ,[object Object],[object Object],[object Object],[object Object]
 
Kibera lacks consistent access to water, but not to mobile phones …
Kibera lacks consistent access to water, but not to mobile phones … Source: Jack and Suri (2009) Source: CCK, Operators’ returns Phone Use in Kenya Average Mobile Tariffs per Minute
Kibera lacks consistent access to water, but not to mobile phones … Source: M-Maji survey of 1,000 households in Kibera (February 2011)
M- Maji Welcome to  M-Maji! 1. Request Water 2. Sell Water 3. Complain  OK  < >  Back Use ubiquitous mobile technology to improve access to clean water Buyers Vendors
Vendors Advertise M- Maji Use USSD to notify M-Maji of water  availability,   location, price,  and  quality . Listings updated to reflect current information. Welcome to  M-Maji! 1. Request Water 2. Sell Water 3. Complain  OK  < >  Back Buyers Vendors
Buyers Query M- Maji Use USSD to find the  closest ,  cheapest , and  cleanest  water. Water information verified by M-Maji staff on the ground. Welcome to  M-Maji! 1. Request Water 2. Sell Water 3. Complain  OK  < >  Back Buyers Vendors
Buyers Rate M- Maji Buyers can provide feedback and file complaints about vendors who misrepresent water availability, price, or quality.  M-Maji maintains “vendor ratings” and alerts future buyers of any negative histories. Welcome to  M-Maji! 1. Request Water 2. Sell Water 3. Complain  OK  < >  Back Buyers Vendors
M- Maji Better information will: 1. Reduce water search costs (time, money)  2. Improve clean water uptake 3. Encourage vendor accountability Buyers Vendors
suggestive evidence ,[object Object],[object Object],[object Object]
M-Maji  Pilot  (2011-2012) Welcome to  M-Maji! 1. Request Water 2. Sell Water 3. Complain  OK  < >  Back pilot area ,[object Object],[object Object],[object Object]
www.umande.org M- Maji
M-Maji  Pilot  (2011-2012) Welcome to  M-Maji! 1. Request Water 2. Sell Water 3. Complain  OK  < >  Back pilot area ,[object Object],[object Object],[object Object]
identifying landmarks
identifying landmarks
M-Maji  Pilot  (2011-2012) Welcome to  M-Maji! 1. Request Water 2. Sell Water 3. Complain  OK  < >  Back ,[object Object],[object Object],[object Object],pilot area
M-Maji  Pilot  (2011-2012) Welcome to  M-Maji! 1. Request Water 2. Sell Water 3. Complain  OK  < >  Back ,[object Object],pilot area
Randomized Impact Evaluation 500 households recruited Visited 3-5 times over 6 month period Week 1:  Baseline survey (household survey, water quality test, GPS/price survey) Weeks 3-4:  All households receive quality test results, water ed. course, and GPS/Price survey. Random selection encouraged to use M-Maji. Weeks 12, 24:  Return to examine changes in access to clean water and household water quality. 1. Lower Water Prices? 2. Lower Search Costs? 3. Household Water Quality?
M-Maji  Pilot  (2011-2012) Welcome to  M-Maji! 1. Request Water 2. Sell Water 3. Complain  OK  < >  Back ,[object Object],[object Object],pilot area - Water prices - Search costs - Clean water uptake
[object Object],[object Object],[object Object],3 key challenges
[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
[object Object],[object Object],[object Object],3 key challenges
Special Thanks Leann Bankoski Prof. Michele Barry Aidah Binale Prof. Joshua Cohen Prof. Ben Crow Prof. Rob Daines Prof. Larry Diamond Erica Estrada Wendy Ju Sam Kitonyi Kelvin Bai Lugaka Prof. Edward Miguel Hilda Moraa Sally Madsen Caleb Ogara Josiah Omotto Prof. Dan Orwa Jackie Sargent Prof. Peter Waiganjo Prof. Terry Winograd and our amazing collaborators at  Umande Trust and the University of Nairobi More details available at:  http://mmaji.wordpress.com

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High-Tech meets Low-Resource: Applying Innovation in a Global Health Context (part 1)

  • 1. m-maji (mmaji.wordpress.com) Sunny Jeon, PhD Candidate, Political Science, Stanford Joshua Cohen, Professor of Law, Philosophy, and Political Science, Stanford Eran Bendavid, Assistant Professor of Medicine, Stanford Katherine Hoffmann, MA, International Policy Studies, Stanford (now at IPA) Terry Winograd, Professor of Computer Science, Stanford
  • 2. Water in Kibera is scarce, costly, and contaminated. Kibera, Nairobi, Kenya
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  • 5. Kibera lacks consistent access to water, but not to mobile phones …
  • 6. Kibera lacks consistent access to water, but not to mobile phones … Source: Jack and Suri (2009) Source: CCK, Operators’ returns Phone Use in Kenya Average Mobile Tariffs per Minute
  • 7. Kibera lacks consistent access to water, but not to mobile phones … Source: M-Maji survey of 1,000 households in Kibera (February 2011)
  • 8. M- Maji Welcome to M-Maji! 1. Request Water 2. Sell Water 3. Complain OK < > Back Use ubiquitous mobile technology to improve access to clean water Buyers Vendors
  • 9. Vendors Advertise M- Maji Use USSD to notify M-Maji of water availability, location, price, and quality . Listings updated to reflect current information. Welcome to M-Maji! 1. Request Water 2. Sell Water 3. Complain OK < > Back Buyers Vendors
  • 10. Buyers Query M- Maji Use USSD to find the closest , cheapest , and cleanest water. Water information verified by M-Maji staff on the ground. Welcome to M-Maji! 1. Request Water 2. Sell Water 3. Complain OK < > Back Buyers Vendors
  • 11. Buyers Rate M- Maji Buyers can provide feedback and file complaints about vendors who misrepresent water availability, price, or quality. M-Maji maintains “vendor ratings” and alerts future buyers of any negative histories. Welcome to M-Maji! 1. Request Water 2. Sell Water 3. Complain OK < > Back Buyers Vendors
  • 12. M- Maji Better information will: 1. Reduce water search costs (time, money) 2. Improve clean water uptake 3. Encourage vendor accountability Buyers Vendors
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  • 21. Randomized Impact Evaluation 500 households recruited Visited 3-5 times over 6 month period Week 1: Baseline survey (household survey, water quality test, GPS/price survey) Weeks 3-4: All households receive quality test results, water ed. course, and GPS/Price survey. Random selection encouraged to use M-Maji. Weeks 12, 24: Return to examine changes in access to clean water and household water quality. 1. Lower Water Prices? 2. Lower Search Costs? 3. Household Water Quality?
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  • 26. Special Thanks Leann Bankoski Prof. Michele Barry Aidah Binale Prof. Joshua Cohen Prof. Ben Crow Prof. Rob Daines Prof. Larry Diamond Erica Estrada Wendy Ju Sam Kitonyi Kelvin Bai Lugaka Prof. Edward Miguel Hilda Moraa Sally Madsen Caleb Ogara Josiah Omotto Prof. Dan Orwa Jackie Sargent Prof. Peter Waiganjo Prof. Terry Winograd and our amazing collaborators at Umande Trust and the University of Nairobi More details available at: http://mmaji.wordpress.com

Notas del editor

  1. Safaricom 4 hops = Ksh 6 per USSD, Ksh 1.5 per SMS; means 58,800 + 12,000 =