About the Authors

Evan Thomas

Roles Conceptualization, Data curation, Formal analysis, Funding acquisition, Investigation, Methodology, Project administration, Supervision, Visualization, Writing – original draft

evan.thomas@colorado.edu

Affiliation Mortenson Center in Global Engineering, University of Colorado Boulder, Boulder, Colorado, United States of America

Sally Gerster

Roles Data curation, Investigation, Methodology, Writing – review & editing

Affiliation Mortenson Center in Global Engineering, University of Colorado Boulder, Boulder, Colorado, United States of America

Lambert Mugabo

Roles Conceptualization, Data curation, Project administration, Writing – review & editing

Affiliation Amazi Yego Ltd., Kigali, Rwanda

Huguens Jean

Roles Data curation, Formal analysis, Writing – original draft

Affiliation Synaptiq Inc., Portland, Oregon, United States of America

Tim Oates

Roles Conceptualization, Methodology, Writing – original draft

Affiliations Synaptiq Inc., Portland, Oregon, United States of America, Department of Computer Science and Electrical Engineering, University of Maryland Baltimore County, Baltimore, Maryland, United States of America

Competing Interests

HJ and TO are employed by Synaptiq Inc. which is contracted to provide analysis services similar to those presented in this paper. Author LM is employed by Amazi Yego Inc., which is contracted by the University of Colorado Boulder to conduct research data collection within the study described. This does not alter our adherence to PLOS ONE policies on sharing data and materials.