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m-maji


 Team ASK
 Anuraag Chigurupati, MS Computer Science
 Sunny Jeon, PhD Political Science
 Katherine Hoffmann, MA International Policy Studies
We live in a world like this




                               Credit: Moore Landscaping
Zoom out for a minute




                   Credit: Formae Mentis
Credit: Sean Hawkley
meet Salome
three times
      where infant mortality is
               the Nairobi average




and the second most costly cause of under-
 five mortality is   diarrheal disease



             Source: Crow (2009), Kyobutungi (2008); Image Credit: Chrissy Olson
people who buy water joke that
   they are buying cholera




                                 Credit: Global Giving
rivers may
look like this




                 Credit: Chrissy Olson
pipes look like this




                       Credit: Water and Sanitation Program
and tap water may be scarce,
                               costly, uncertain, and contaminated
Credit: AFP/Getty Images/ Roberto Schmidt
Every day, Salome looks for
        clean water
                every day, Salome
                  looks for water
she looks for water on normal days
Credit: AFP/ Roberto Schmidt
Credit: AFP/Marco Longari




she looks for water on shortage days
this can take an hour
three hours




      Credit: Professor Ben Crow, Sociology, UCSC
or a day




     Credit: Professor Ben Crow, Sociology, UCSC
Credit: AFP/Getty Images/ Roberto Schmidt




                                   Salome is not alone
68%     of Kibera residents
   rely on water kiosks




 Source: Birongo and Le (2009); Image Credit: St. Aloysius Gonzaga High School Journalism Club
they need
clean water
  to drink,




    Credit: Catherine Neumann
wash,




        Credit: Christopher Elam
Credit: Chrissy Olson


                        cook,
Credit: Mamen Saura
and do laundry
and they therefore face this
  problem every day




Credit: Reuters/ Noor Khamis
meet Samuel
Samuel sells water in Kibera




                     Credit: Catherine Neumann
40% of
                                                  vendors in
           But he               doesn’t knowdo not have a
                                         Kibera
                                                when
                                he’ll have constant supply
                                           it.
                                                10% get water only
                                                          once a week




Source: Water and Sanitation Program; Photo Credit: AFP/ Getty Images/ Roberto Schmidt
looking for water and
people are
       waiting for water




                 Credit: Ben Crow, Anthropology, UCSC
he needs a way to let people
 know that he has water




                  Credit: AP/Alixa Sharkey
So that he can attract
   customers who may not




                             Credit: Daily Nation
    who know about him
        may
not know   about him
or who
don’t want
   to risk
traveling to
     an
empty
 tap




               Credit: MYSA Shootback
this problem is complex


but information can help
this problem is complex


but information can help
shortages are   common, but not predictable




                                              Salome
Salome
Salome
where is water today?




                        Salome
Salome
Salome
Salome




Samuel
Salome




Samuel
m-maji


Samuel



                      ***: Mashimoni
                      Community Tank @ 2.8
                      Ksh, **: next to
                      GLORY food kiosk @ 3
                      Ksh / rt turn from
                      Geojam video hall @
                      2.5 Ksh / near
                      Frepals hosp. @ 2.7
                      Ksh




             Salome
m-maji       near Frepals hosp. @
                      2.7 Ksh



Samuel



                                             Mashimoni Community
                                             Tank @ 2.8 Ksh




             Salome
m-maji       Dialing
                      20 427 2100...



Samuel



                                       Dialing
                                       20 427 2100...




             Salome
m-maji       ***:, near Frepals
                      hosp. @ 2.7 Ksh
                      **: Mashimoni Commun
                      ity Tank @ 2.8 Ksh /
                      next to GLORY food
Samuel                kiosk @ 3 Ksh / rt
                      turn from Geojam
                      video hall @ 2.5 Ksh   ***: Mashimoni
                                             Commu nity Tank @
                                             2.8 Ksh, **: next
                                             to GLORY food kiosk
                                             @ 3 Ksh / rt turn
                                             from Geojam video
                                             hall @ 2.5 Ksh /
                                             near Frepals hosp.
                                             @ 2.7 Ksh




             Salome
m-maji

                      If a vendor misrepresents
Samuel
                      availability or price, Salome can
                      file a complaint




             Salome
m-maji


Samuel




             Salome
We considered a range of different
issues around coordinating
information on water
Usability


     User                       Cost
 Interactions
                               Format
                             Limitations




        Markets,                                             Information
        Politics                                               Context



                                           Location   Availability    Price       Quality
    Law of One Price


Collective Action Problems


    Winners / Losers
                                             We considered a range of different
  Gangs & Government
                                             issues around coordinating
                                             information on water
Professor Ben Crow,
               UCSC




                                                           NextDrop,
                                                   Crowdsourcing Water in India
                           University of Nairobi




Professor Edward Miguel,
      UC Berkeley                    We considered a range of different
                                     issues around coordinating
                                     information on water
We considered a range of different
issues around coordinating
information on water
Usability


    User          Cost
Interactions
                 Format
               Limitations
Usability    •  SMS
                             •  Flashing
    User
Interactions
                  Cost       •  Voice
                 Format
                             •  USSD
               Limitations
Usability    •  SMS
                             •  Flashing
    User
Interactions
                  Cost       •  Voice
                 Format
                             •  USSD
               Limitations
Information
                   Context



Location   Availability    Price   Quality
Information
                    Context



 Location   Availability    Price   Quality




•  Describing
   locations
Information
                    Context



 Location   Availability    Price   Quality




•  Describing
   locations
Information
                    Context



 Location   Availability    Price   Quality




•  Describing
   locations
Markets,
        Politics



    Law of One Price


Collective Action Problems


    Winners / Losers


  Gangs & Government
Markets,
        Politics



    Law of One Price


Collective Action Problems


    Winners / Losers


Gangs & Government
Usability           •  SMS
                                                  •  Flashing
     User
 Interactions
                                Cost              •  Voice
                               Format
                                                  •  USSD
                             Limitations




        Markets,                                            Information
        Politics                                              Context




    Law of One Price                       Location   Availability    Price   Quality


Collective Action Problems
                                       •  Describing
    Winners / Losers
                                          locations
Gangs & Government
Next Steps…
Next Steps…

1. More Needs-finding
Next Steps…

1.  More Needs-finding

2.  Build Local
    Partnerships
Next Steps…

1.  More Needs-finding

2.  Build Local
    Partnerships
    - Maji Bora Kibera
    - KWAHO
Next Steps…

1.  More Needs-finding

2.  Build Local
    Partnerships
    - Maji Bora Kibera
    - KWAHO

3. Run a Pilot
Pilot / Field Test
Pilot / Field Test
Pilot / Field Test
Pilot / Field Test




              User Feedback
              Lower Water Prices?
            Converge to Truthfulness?
             Reduced Travel Costs?
Special Thanks
 Leann Bankoski                  Emily Krumpel
Prof. Michele Barry           Prof. Edward Miguel
 Prof. Josh Cohen                 Sally Madsen
  Prof. Ben Crow               Caroline O’Connor
  Jason Dunford                    Ben Olding
  Lauren Finzer                   Macy Parker
Lucky Gunasekara                Alexis Sampson
  Eva Hoffmann                   Karen Warner
     Wendy Ju                 Prof. Terry Winograd
                       and
           our amazing collaborators
           at the University of Nairobi

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m-maji

  • 1. m-maji Team ASK Anuraag Chigurupati, MS Computer Science Sunny Jeon, PhD Political Science Katherine Hoffmann, MA International Policy Studies
  • 2. We live in a world like this Credit: Moore Landscaping
  • 3. Zoom out for a minute Credit: Formae Mentis
  • 5. three times where infant mortality is the Nairobi average and the second most costly cause of under- five mortality is diarrheal disease Source: Crow (2009), Kyobutungi (2008); Image Credit: Chrissy Olson
  • 6. people who buy water joke that they are buying cholera Credit: Global Giving
  • 7. rivers may look like this Credit: Chrissy Olson
  • 8. pipes look like this Credit: Water and Sanitation Program
  • 9. and tap water may be scarce, costly, uncertain, and contaminated Credit: AFP/Getty Images/ Roberto Schmidt
  • 10. Every day, Salome looks for clean water every day, Salome looks for water
  • 11. she looks for water on normal days Credit: AFP/ Roberto Schmidt
  • 12. Credit: AFP/Marco Longari she looks for water on shortage days
  • 13. this can take an hour
  • 14. three hours Credit: Professor Ben Crow, Sociology, UCSC
  • 15. or a day Credit: Professor Ben Crow, Sociology, UCSC
  • 16. Credit: AFP/Getty Images/ Roberto Schmidt Salome is not alone
  • 17. 68% of Kibera residents rely on water kiosks Source: Birongo and Le (2009); Image Credit: St. Aloysius Gonzaga High School Journalism Club
  • 18. they need clean water to drink, Credit: Catherine Neumann
  • 19. wash, Credit: Christopher Elam
  • 22. and they therefore face this problem every day Credit: Reuters/ Noor Khamis
  • 24. Samuel sells water in Kibera Credit: Catherine Neumann
  • 25. 40% of vendors in But he doesn’t knowdo not have a Kibera when he’ll have constant supply it. 10% get water only once a week Source: Water and Sanitation Program; Photo Credit: AFP/ Getty Images/ Roberto Schmidt
  • 26. looking for water and people are waiting for water Credit: Ben Crow, Anthropology, UCSC
  • 27. he needs a way to let people know that he has water Credit: AP/Alixa Sharkey
  • 28. So that he can attract customers who may not Credit: Daily Nation who know about him may not know about him
  • 29. or who don’t want to risk traveling to an empty tap Credit: MYSA Shootback
  • 30. this problem is complex but information can help
  • 31. this problem is complex but information can help
  • 32. shortages are common, but not predictable Salome
  • 35. where is water today? Salome
  • 40. m-maji Samuel ***: Mashimoni Community Tank @ 2.8 Ksh, **: next to GLORY food kiosk @ 3 Ksh / rt turn from Geojam video hall @ 2.5 Ksh / near Frepals hosp. @ 2.7 Ksh Salome
  • 41. m-maji near Frepals hosp. @ 2.7 Ksh Samuel Mashimoni Community Tank @ 2.8 Ksh Salome
  • 42. m-maji Dialing 20 427 2100... Samuel Dialing 20 427 2100... Salome
  • 43. m-maji ***:, near Frepals hosp. @ 2.7 Ksh **: Mashimoni Commun ity Tank @ 2.8 Ksh / next to GLORY food Samuel kiosk @ 3 Ksh / rt turn from Geojam video hall @ 2.5 Ksh ***: Mashimoni Commu nity Tank @ 2.8 Ksh, **: next to GLORY food kiosk @ 3 Ksh / rt turn from Geojam video hall @ 2.5 Ksh / near Frepals hosp. @ 2.7 Ksh Salome
  • 44. m-maji If a vendor misrepresents Samuel availability or price, Salome can file a complaint Salome
  • 45. m-maji Samuel Salome
  • 46. We considered a range of different issues around coordinating information on water
  • 47. Usability User Cost Interactions Format Limitations Markets, Information Politics Context Location Availability Price Quality Law of One Price Collective Action Problems Winners / Losers We considered a range of different Gangs & Government issues around coordinating information on water
  • 48. Professor Ben Crow, UCSC NextDrop, Crowdsourcing Water in India University of Nairobi Professor Edward Miguel, UC Berkeley We considered a range of different issues around coordinating information on water
  • 49. We considered a range of different issues around coordinating information on water
  • 50. Usability User Cost Interactions Format Limitations
  • 51. Usability •  SMS •  Flashing User Interactions Cost •  Voice Format •  USSD Limitations
  • 52. Usability •  SMS •  Flashing User Interactions Cost •  Voice Format •  USSD Limitations
  • 53. Information Context Location Availability Price Quality
  • 54. Information Context Location Availability Price Quality •  Describing locations
  • 55. Information Context Location Availability Price Quality •  Describing locations
  • 56. Information Context Location Availability Price Quality •  Describing locations
  • 57. Markets, Politics Law of One Price Collective Action Problems Winners / Losers Gangs & Government
  • 58. Markets, Politics Law of One Price Collective Action Problems Winners / Losers Gangs & Government
  • 59. Usability •  SMS •  Flashing User Interactions Cost •  Voice Format •  USSD Limitations Markets, Information Politics Context Law of One Price Location Availability Price Quality Collective Action Problems •  Describing Winners / Losers locations Gangs & Government
  • 61. Next Steps… 1. More Needs-finding
  • 62. Next Steps… 1.  More Needs-finding 2.  Build Local Partnerships
  • 63. Next Steps… 1.  More Needs-finding 2.  Build Local Partnerships - Maji Bora Kibera - KWAHO
  • 64. Next Steps… 1.  More Needs-finding 2.  Build Local Partnerships - Maji Bora Kibera - KWAHO 3. Run a Pilot
  • 68. Pilot / Field Test User Feedback Lower Water Prices? Converge to Truthfulness? Reduced Travel Costs?
  • 69. Special Thanks Leann Bankoski Emily Krumpel Prof. Michele Barry Prof. Edward Miguel Prof. Josh Cohen Sally Madsen Prof. Ben Crow Caroline O’Connor Jason Dunford Ben Olding Lauren Finzer Macy Parker Lucky Gunasekara Alexis Sampson Eva Hoffmann Karen Warner Wendy Ju Prof. Terry Winograd and our amazing collaborators at the University of Nairobi