Street Bump — Boston's Smartphone Pothole-Sensing Pilot and Its Crowdsourcing Limits
United States of America
Boston's Street Bump app used phone accelerometers to detect road defects; an open contest with 700+ solvers improved the algorithm …
Kenya · Nairobi · See the Kenya profile · See the Nairobi profile
Evidence: Observational / pre–post Top 1% 95/100 · Ask Evidence Copilot about this practice
Born in Nairobi during Kenya's 2008 post-election violence, Ushahidi's open-source crowdsourcing platform has since been deployed 150,000+ times in 160+ countries, and used to coordinate 700+ helicopter rescues after Nepal's 2015 earthquake and to monitor Nigerian elections.
Ushahidi ('testimony' in Swahili) was built in Nairobi in early 2008 by four Kenyan technologists — among them Ory Okolloh, Erik Hersman, Juliana Rotich and David Kobia — after mainstream media under-reported violence following Kenya's disputed December 2007 election. The open-source tool let citizens submit incident reports by SMS, email or web form and plotted them on a public map, so eyewitness accounts could reach the public even when official channels went quiet.
Let citizen eyewitness reports reach the public and support crisis coordination and mapping even when official information channels are silent or unreliable.
The platform has since been deployed more than 150,000 times across 160-plus countries. Documented deployments include the 2010 Haiti earthquake response, Nepal's 2015 'Quakemap', Nigeria's 'Reclaim Naija' election-monitoring project, India's 'Safecity' harassment-reporting adaptation, and the UN's own Ushahidi-based instance, SAGE (Situational Awareness Geospatial Enterprise), run across eight peacekeeping-mission countries.
During the 2010 Haiti earthquake response, volunteers mapped 1,500 reports in the first two weeks and 3,500+ over the full deployment; FEMA reportedly relied on the map operationally. After Nepal's 2015 earthquake, the 'Quakemap' deployment logged 2,500+ incident reports and helped coordinate 700+ helicopter rescues. In Nigeria, 'Reclaim Naija' collected 17,700+ citizen reports since 2015 and was associated with an 8-percentage-point rise in voter turnout in a randomised evaluation. India's 'Safecity' has gathered 10,000+ harassment reports across 50+ cities. The UN's SAGE instance logs over 100 field reports per country daily across eight countries.
The platform grew from a grassroots 2008 crisis-response tool into institutional, sustained use, including by UN peacekeeping missions, with a funding mix of roughly 80% foundation grants and 20% fee-based consulting supporting a paid team of 14 by the time of Stanford Social Innovation Review's reporting.
Philanthropic / foundation funding Own resources / municipal budget
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