SlideShare a Scribd company logo
1 of 69
Download to read offline
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

More Related Content

Recently uploaded

Mookuthi is an artisanal nose ornament brand based in Madras.
Mookuthi is an artisanal nose ornament brand based in Madras.Mookuthi is an artisanal nose ornament brand based in Madras.
Mookuthi is an artisanal nose ornament brand based in Madras.Mookuthi
 
毕业文凭制作#回国入职#diploma#degree澳洲弗林德斯大学毕业证成绩单pdf电子版制作修改#毕业文凭制作#回国入职#diploma#degree
毕业文凭制作#回国入职#diploma#degree澳洲弗林德斯大学毕业证成绩单pdf电子版制作修改#毕业文凭制作#回国入职#diploma#degree 毕业文凭制作#回国入职#diploma#degree澳洲弗林德斯大学毕业证成绩单pdf电子版制作修改#毕业文凭制作#回国入职#diploma#degree
毕业文凭制作#回国入职#diploma#degree澳洲弗林德斯大学毕业证成绩单pdf电子版制作修改#毕业文凭制作#回国入职#diploma#degree ttt fff
 
Pharmaceutical Packaging for the elderly.pdf
Pharmaceutical Packaging for the elderly.pdfPharmaceutical Packaging for the elderly.pdf
Pharmaceutical Packaging for the elderly.pdfAayushChavan5
 
cda.pptx critical discourse analysis ppt
cda.pptx critical discourse analysis pptcda.pptx critical discourse analysis ppt
cda.pptx critical discourse analysis pptMaryamAfzal41
 
How to Empower the future of UX Design with Gen AI
How to Empower the future of UX Design with Gen AIHow to Empower the future of UX Design with Gen AI
How to Empower the future of UX Design with Gen AIyuj
 
ARt app | UX Case Study
ARt app | UX Case StudyARt app | UX Case Study
ARt app | UX Case StudySophia Viganò
 
(办理学位证)埃迪斯科文大学毕业证成绩单原版一比一
(办理学位证)埃迪斯科文大学毕业证成绩单原版一比一(办理学位证)埃迪斯科文大学毕业证成绩单原版一比一
(办理学位证)埃迪斯科文大学毕业证成绩单原版一比一Fi sss
 
Dubai Calls Girl Tapes O525547819 Real Tapes Escort Services Dubai
Dubai Calls Girl Tapes O525547819 Real Tapes Escort Services DubaiDubai Calls Girl Tapes O525547819 Real Tapes Escort Services Dubai
Dubai Calls Girl Tapes O525547819 Real Tapes Escort Services Dubaikojalkojal131
 
FiveHypotheses_UIDMasterclass_18April2024.pdf
FiveHypotheses_UIDMasterclass_18April2024.pdfFiveHypotheses_UIDMasterclass_18April2024.pdf
FiveHypotheses_UIDMasterclass_18April2024.pdfShivakumar Viswanathan
 
Design principles on typography in design
Design principles on typography in designDesign principles on typography in design
Design principles on typography in designnooreen17
 
办理(UC毕业证书)查尔斯顿大学毕业证成绩单原版一比一
办理(UC毕业证书)查尔斯顿大学毕业证成绩单原版一比一办理(UC毕业证书)查尔斯顿大学毕业证成绩单原版一比一
办理(UC毕业证书)查尔斯顿大学毕业证成绩单原版一比一z xss
 
PORTFOLIO DE ARQUITECTURA CRISTOBAL HERAUD 2024
PORTFOLIO DE ARQUITECTURA CRISTOBAL HERAUD 2024PORTFOLIO DE ARQUITECTURA CRISTOBAL HERAUD 2024
PORTFOLIO DE ARQUITECTURA CRISTOBAL HERAUD 2024CristobalHeraud
 
Call Girls Aslali 7397865700 Ridhima Hire Me Full Night
Call Girls Aslali 7397865700 Ridhima Hire Me Full NightCall Girls Aslali 7397865700 Ridhima Hire Me Full Night
Call Girls Aslali 7397865700 Ridhima Hire Me Full Nightssuser7cb4ff
 
Call Girls in Ashok Nagar Delhi ✡️9711147426✡️ Escorts Service
Call Girls in Ashok Nagar Delhi ✡️9711147426✡️ Escorts ServiceCall Girls in Ashok Nagar Delhi ✡️9711147426✡️ Escorts Service
Call Girls in Ashok Nagar Delhi ✡️9711147426✡️ Escorts Servicejennyeacort
 
昆士兰大学毕业证(UQ毕业证)#文凭成绩单#真实留信学历认证永久存档
昆士兰大学毕业证(UQ毕业证)#文凭成绩单#真实留信学历认证永久存档昆士兰大学毕业证(UQ毕业证)#文凭成绩单#真实留信学历认证永久存档
昆士兰大学毕业证(UQ毕业证)#文凭成绩单#真实留信学历认证永久存档208367051
 
Top 10 Modern Web Design Trends for 2025
Top 10 Modern Web Design Trends for 2025Top 10 Modern Web Design Trends for 2025
Top 10 Modern Web Design Trends for 2025Rndexperts
 
办理卡尔顿大学毕业证成绩单|购买加拿大文凭证书
办理卡尔顿大学毕业证成绩单|购买加拿大文凭证书办理卡尔顿大学毕业证成绩单|购买加拿大文凭证书
办理卡尔顿大学毕业证成绩单|购买加拿大文凭证书zdzoqco
 
group_15_empirya_p1projectIndustrial.pdf
group_15_empirya_p1projectIndustrial.pdfgroup_15_empirya_p1projectIndustrial.pdf
group_15_empirya_p1projectIndustrial.pdfneelspinoy
 
How to Be Famous in your Field just visit our Site
How to Be Famous in your Field just visit our SiteHow to Be Famous in your Field just visit our Site
How to Be Famous in your Field just visit our Sitegalleryaagency
 

Recently uploaded (20)

Mookuthi is an artisanal nose ornament brand based in Madras.
Mookuthi is an artisanal nose ornament brand based in Madras.Mookuthi is an artisanal nose ornament brand based in Madras.
Mookuthi is an artisanal nose ornament brand based in Madras.
 
毕业文凭制作#回国入职#diploma#degree澳洲弗林德斯大学毕业证成绩单pdf电子版制作修改#毕业文凭制作#回国入职#diploma#degree
毕业文凭制作#回国入职#diploma#degree澳洲弗林德斯大学毕业证成绩单pdf电子版制作修改#毕业文凭制作#回国入职#diploma#degree 毕业文凭制作#回国入职#diploma#degree澳洲弗林德斯大学毕业证成绩单pdf电子版制作修改#毕业文凭制作#回国入职#diploma#degree
毕业文凭制作#回国入职#diploma#degree澳洲弗林德斯大学毕业证成绩单pdf电子版制作修改#毕业文凭制作#回国入职#diploma#degree
 
Pharmaceutical Packaging for the elderly.pdf
Pharmaceutical Packaging for the elderly.pdfPharmaceutical Packaging for the elderly.pdf
Pharmaceutical Packaging for the elderly.pdf
 
cda.pptx critical discourse analysis ppt
cda.pptx critical discourse analysis pptcda.pptx critical discourse analysis ppt
cda.pptx critical discourse analysis ppt
 
How to Empower the future of UX Design with Gen AI
How to Empower the future of UX Design with Gen AIHow to Empower the future of UX Design with Gen AI
How to Empower the future of UX Design with Gen AI
 
ARt app | UX Case Study
ARt app | UX Case StudyARt app | UX Case Study
ARt app | UX Case Study
 
(办理学位证)埃迪斯科文大学毕业证成绩单原版一比一
(办理学位证)埃迪斯科文大学毕业证成绩单原版一比一(办理学位证)埃迪斯科文大学毕业证成绩单原版一比一
(办理学位证)埃迪斯科文大学毕业证成绩单原版一比一
 
Dubai Calls Girl Tapes O525547819 Real Tapes Escort Services Dubai
Dubai Calls Girl Tapes O525547819 Real Tapes Escort Services DubaiDubai Calls Girl Tapes O525547819 Real Tapes Escort Services Dubai
Dubai Calls Girl Tapes O525547819 Real Tapes Escort Services Dubai
 
FiveHypotheses_UIDMasterclass_18April2024.pdf
FiveHypotheses_UIDMasterclass_18April2024.pdfFiveHypotheses_UIDMasterclass_18April2024.pdf
FiveHypotheses_UIDMasterclass_18April2024.pdf
 
Design principles on typography in design
Design principles on typography in designDesign principles on typography in design
Design principles on typography in design
 
办理(UC毕业证书)查尔斯顿大学毕业证成绩单原版一比一
办理(UC毕业证书)查尔斯顿大学毕业证成绩单原版一比一办理(UC毕业证书)查尔斯顿大学毕业证成绩单原版一比一
办理(UC毕业证书)查尔斯顿大学毕业证成绩单原版一比一
 
PORTFOLIO DE ARQUITECTURA CRISTOBAL HERAUD 2024
PORTFOLIO DE ARQUITECTURA CRISTOBAL HERAUD 2024PORTFOLIO DE ARQUITECTURA CRISTOBAL HERAUD 2024
PORTFOLIO DE ARQUITECTURA CRISTOBAL HERAUD 2024
 
Call Girls in Pratap Nagar, 9953056974 Escort Service
Call Girls in Pratap Nagar,  9953056974 Escort ServiceCall Girls in Pratap Nagar,  9953056974 Escort Service
Call Girls in Pratap Nagar, 9953056974 Escort Service
 
Call Girls Aslali 7397865700 Ridhima Hire Me Full Night
Call Girls Aslali 7397865700 Ridhima Hire Me Full NightCall Girls Aslali 7397865700 Ridhima Hire Me Full Night
Call Girls Aslali 7397865700 Ridhima Hire Me Full Night
 
Call Girls in Ashok Nagar Delhi ✡️9711147426✡️ Escorts Service
Call Girls in Ashok Nagar Delhi ✡️9711147426✡️ Escorts ServiceCall Girls in Ashok Nagar Delhi ✡️9711147426✡️ Escorts Service
Call Girls in Ashok Nagar Delhi ✡️9711147426✡️ Escorts Service
 
昆士兰大学毕业证(UQ毕业证)#文凭成绩单#真实留信学历认证永久存档
昆士兰大学毕业证(UQ毕业证)#文凭成绩单#真实留信学历认证永久存档昆士兰大学毕业证(UQ毕业证)#文凭成绩单#真实留信学历认证永久存档
昆士兰大学毕业证(UQ毕业证)#文凭成绩单#真实留信学历认证永久存档
 
Top 10 Modern Web Design Trends for 2025
Top 10 Modern Web Design Trends for 2025Top 10 Modern Web Design Trends for 2025
Top 10 Modern Web Design Trends for 2025
 
办理卡尔顿大学毕业证成绩单|购买加拿大文凭证书
办理卡尔顿大学毕业证成绩单|购买加拿大文凭证书办理卡尔顿大学毕业证成绩单|购买加拿大文凭证书
办理卡尔顿大学毕业证成绩单|购买加拿大文凭证书
 
group_15_empirya_p1projectIndustrial.pdf
group_15_empirya_p1projectIndustrial.pdfgroup_15_empirya_p1projectIndustrial.pdf
group_15_empirya_p1projectIndustrial.pdf
 
How to Be Famous in your Field just visit our Site
How to Be Famous in your Field just visit our SiteHow to Be Famous in your Field just visit our Site
How to Be Famous in your Field just visit our Site
 

Featured

Product Design Trends in 2024 | Teenage Engineerings
Product Design Trends in 2024 | Teenage EngineeringsProduct Design Trends in 2024 | Teenage Engineerings
Product Design Trends in 2024 | Teenage EngineeringsPixeldarts
 
How Race, Age and Gender Shape Attitudes Towards Mental Health
How Race, Age and Gender Shape Attitudes Towards Mental HealthHow Race, Age and Gender Shape Attitudes Towards Mental Health
How Race, Age and Gender Shape Attitudes Towards Mental HealthThinkNow
 
AI Trends in Creative Operations 2024 by Artwork Flow.pdf
AI Trends in Creative Operations 2024 by Artwork Flow.pdfAI Trends in Creative Operations 2024 by Artwork Flow.pdf
AI Trends in Creative Operations 2024 by Artwork Flow.pdfmarketingartwork
 
PEPSICO Presentation to CAGNY Conference Feb 2024
PEPSICO Presentation to CAGNY Conference Feb 2024PEPSICO Presentation to CAGNY Conference Feb 2024
PEPSICO Presentation to CAGNY Conference Feb 2024Neil Kimberley
 
Content Methodology: A Best Practices Report (Webinar)
Content Methodology: A Best Practices Report (Webinar)Content Methodology: A Best Practices Report (Webinar)
Content Methodology: A Best Practices Report (Webinar)contently
 
How to Prepare For a Successful Job Search for 2024
How to Prepare For a Successful Job Search for 2024How to Prepare For a Successful Job Search for 2024
How to Prepare For a Successful Job Search for 2024Albert Qian
 
Social Media Marketing Trends 2024 // The Global Indie Insights
Social Media Marketing Trends 2024 // The Global Indie InsightsSocial Media Marketing Trends 2024 // The Global Indie Insights
Social Media Marketing Trends 2024 // The Global Indie InsightsKurio // The Social Media Age(ncy)
 
Trends In Paid Search: Navigating The Digital Landscape In 2024
Trends In Paid Search: Navigating The Digital Landscape In 2024Trends In Paid Search: Navigating The Digital Landscape In 2024
Trends In Paid Search: Navigating The Digital Landscape In 2024Search Engine Journal
 
5 Public speaking tips from TED - Visualized summary
5 Public speaking tips from TED - Visualized summary5 Public speaking tips from TED - Visualized summary
5 Public speaking tips from TED - Visualized summarySpeakerHub
 
ChatGPT and the Future of Work - Clark Boyd
ChatGPT and the Future of Work - Clark Boyd ChatGPT and the Future of Work - Clark Boyd
ChatGPT and the Future of Work - Clark Boyd Clark Boyd
 
Getting into the tech field. what next
Getting into the tech field. what next Getting into the tech field. what next
Getting into the tech field. what next Tessa Mero
 
Google's Just Not That Into You: Understanding Core Updates & Search Intent
Google's Just Not That Into You: Understanding Core Updates & Search IntentGoogle's Just Not That Into You: Understanding Core Updates & Search Intent
Google's Just Not That Into You: Understanding Core Updates & Search IntentLily Ray
 
Time Management & Productivity - Best Practices
Time Management & Productivity -  Best PracticesTime Management & Productivity -  Best Practices
Time Management & Productivity - Best PracticesVit Horky
 
The six step guide to practical project management
The six step guide to practical project managementThe six step guide to practical project management
The six step guide to practical project managementMindGenius
 
Beginners Guide to TikTok for Search - Rachel Pearson - We are Tilt __ Bright...
Beginners Guide to TikTok for Search - Rachel Pearson - We are Tilt __ Bright...Beginners Guide to TikTok for Search - Rachel Pearson - We are Tilt __ Bright...
Beginners Guide to TikTok for Search - Rachel Pearson - We are Tilt __ Bright...RachelPearson36
 
Unlocking the Power of ChatGPT and AI in Testing - A Real-World Look, present...
Unlocking the Power of ChatGPT and AI in Testing - A Real-World Look, present...Unlocking the Power of ChatGPT and AI in Testing - A Real-World Look, present...
Unlocking the Power of ChatGPT and AI in Testing - A Real-World Look, present...Applitools
 
12 Ways to Increase Your Influence at Work
12 Ways to Increase Your Influence at Work12 Ways to Increase Your Influence at Work
12 Ways to Increase Your Influence at WorkGetSmarter
 

Featured (20)

Product Design Trends in 2024 | Teenage Engineerings
Product Design Trends in 2024 | Teenage EngineeringsProduct Design Trends in 2024 | Teenage Engineerings
Product Design Trends in 2024 | Teenage Engineerings
 
How Race, Age and Gender Shape Attitudes Towards Mental Health
How Race, Age and Gender Shape Attitudes Towards Mental HealthHow Race, Age and Gender Shape Attitudes Towards Mental Health
How Race, Age and Gender Shape Attitudes Towards Mental Health
 
AI Trends in Creative Operations 2024 by Artwork Flow.pdf
AI Trends in Creative Operations 2024 by Artwork Flow.pdfAI Trends in Creative Operations 2024 by Artwork Flow.pdf
AI Trends in Creative Operations 2024 by Artwork Flow.pdf
 
Skeleton Culture Code
Skeleton Culture CodeSkeleton Culture Code
Skeleton Culture Code
 
PEPSICO Presentation to CAGNY Conference Feb 2024
PEPSICO Presentation to CAGNY Conference Feb 2024PEPSICO Presentation to CAGNY Conference Feb 2024
PEPSICO Presentation to CAGNY Conference Feb 2024
 
Content Methodology: A Best Practices Report (Webinar)
Content Methodology: A Best Practices Report (Webinar)Content Methodology: A Best Practices Report (Webinar)
Content Methodology: A Best Practices Report (Webinar)
 
How to Prepare For a Successful Job Search for 2024
How to Prepare For a Successful Job Search for 2024How to Prepare For a Successful Job Search for 2024
How to Prepare For a Successful Job Search for 2024
 
Social Media Marketing Trends 2024 // The Global Indie Insights
Social Media Marketing Trends 2024 // The Global Indie InsightsSocial Media Marketing Trends 2024 // The Global Indie Insights
Social Media Marketing Trends 2024 // The Global Indie Insights
 
Trends In Paid Search: Navigating The Digital Landscape In 2024
Trends In Paid Search: Navigating The Digital Landscape In 2024Trends In Paid Search: Navigating The Digital Landscape In 2024
Trends In Paid Search: Navigating The Digital Landscape In 2024
 
5 Public speaking tips from TED - Visualized summary
5 Public speaking tips from TED - Visualized summary5 Public speaking tips from TED - Visualized summary
5 Public speaking tips from TED - Visualized summary
 
ChatGPT and the Future of Work - Clark Boyd
ChatGPT and the Future of Work - Clark Boyd ChatGPT and the Future of Work - Clark Boyd
ChatGPT and the Future of Work - Clark Boyd
 
Getting into the tech field. what next
Getting into the tech field. what next Getting into the tech field. what next
Getting into the tech field. what next
 
Google's Just Not That Into You: Understanding Core Updates & Search Intent
Google's Just Not That Into You: Understanding Core Updates & Search IntentGoogle's Just Not That Into You: Understanding Core Updates & Search Intent
Google's Just Not That Into You: Understanding Core Updates & Search Intent
 
How to have difficult conversations
How to have difficult conversations How to have difficult conversations
How to have difficult conversations
 
Introduction to Data Science
Introduction to Data ScienceIntroduction to Data Science
Introduction to Data Science
 
Time Management & Productivity - Best Practices
Time Management & Productivity -  Best PracticesTime Management & Productivity -  Best Practices
Time Management & Productivity - Best Practices
 
The six step guide to practical project management
The six step guide to practical project managementThe six step guide to practical project management
The six step guide to practical project management
 
Beginners Guide to TikTok for Search - Rachel Pearson - We are Tilt __ Bright...
Beginners Guide to TikTok for Search - Rachel Pearson - We are Tilt __ Bright...Beginners Guide to TikTok for Search - Rachel Pearson - We are Tilt __ Bright...
Beginners Guide to TikTok for Search - Rachel Pearson - We are Tilt __ Bright...
 
Unlocking the Power of ChatGPT and AI in Testing - A Real-World Look, present...
Unlocking the Power of ChatGPT and AI in Testing - A Real-World Look, present...Unlocking the Power of ChatGPT and AI in Testing - A Real-World Look, present...
Unlocking the Power of ChatGPT and AI in Testing - A Real-World Look, present...
 
12 Ways to Increase Your Influence at Work
12 Ways to Increase Your Influence at Work12 Ways to Increase Your Influence at Work
12 Ways to Increase Your Influence at Work
 

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