Implementation and evaluation of an IVR rendering platform for data collection in the developing world
Thesis (M. Eng.)--Massachusetts Institute of Technology, Dept. of Electrical Engineering and Computer Science, 2010. === Cataloged from PDF version of thesis. === Includes bibliographical references (p. 91-93). === Due to the rapid spread of mobile phones and coverage in the developing world, mobile...
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ndltd-MIT-oai-dspace.mit.edu-1721.1-611692019-05-02T16:05:14Z Implementation and evaluation of an IVR rendering platform for data collection in the developing world IVR rendering platform for data collection in the developing world Implementation and evaluation of an interactive voice response rendering platform for data collection in the developing world Lerer, Adam Saman Amarasinghe. Massachusetts Institute of Technology. Dept. of Electrical Engineering and Computer Science. Massachusetts Institute of Technology. Dept. of Electrical Engineering and Computer Science. Electrical Engineering and Computer Science. Thesis (M. Eng.)--Massachusetts Institute of Technology, Dept. of Electrical Engineering and Computer Science, 2010. Cataloged from PDF version of thesis. Includes bibliographical references (p. 91-93). Due to the rapid spread of mobile phones and coverage in the developing world, mobile phones are being increasingly used as a technology platform for developing-world applications. Data collection is one such application area, and a variety of software has been written to enable data collection over mobile phones. However, reaching the vast majority of mobile phone users without access to specialized software requires a data collection strategy that operates over IVR or SMS. We have developed ODK Voice, an IVR platform for delivering data collection protocols based on the XForms standard and targeted at users in the developing world. User testing of ODK Voice was performed both in controlled scenario experiments, and in a real-world deployment in Uganda. In controlled experiments in the United States, users were able to complete a complex survey with high accuracy. However, in a real-world deployment with teachers in rural Uganda lacking training or IVR experience, a number of significant interface modifications were required in order to achieve high success rates. The task success rate increased from near 0% to over 75% based on changes in interface design. Notably, most participants were not able to use a touchtone or touchtone-voice hybrid interface without prior training. A set of design recommendations is proposed based on the performance of users in Uganda on several interface iterations. by Adam Lerer. M.Eng. 2011-02-23T14:23:37Z 2011-02-23T14:23:37Z 2010 2010 Thesis http://hdl.handle.net/1721.1/61169 699510712 eng M.I.T. theses are protected by copyright. They may be viewed from this source for any purpose, but reproduction or distribution in any format is prohibited without written permission. See provided URL for inquiries about permission. http://dspace.mit.edu/handle/1721.1/7582 93 p. application/pdf Massachusetts Institute of Technology |
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Electrical Engineering and Computer Science. |
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Electrical Engineering and Computer Science. Lerer, Adam Implementation and evaluation of an IVR rendering platform for data collection in the developing world |
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Thesis (M. Eng.)--Massachusetts Institute of Technology, Dept. of Electrical Engineering and Computer Science, 2010. === Cataloged from PDF version of thesis. === Includes bibliographical references (p. 91-93). === Due to the rapid spread of mobile phones and coverage in the developing world, mobile phones are being increasingly used as a technology platform for developing-world applications. Data collection is one such application area, and a variety of software has been written to enable data collection over mobile phones. However, reaching the vast majority of mobile phone users without access to specialized software requires a data collection strategy that operates over IVR or SMS. We have developed ODK Voice, an IVR platform for delivering data collection protocols based on the XForms standard and targeted at users in the developing world. User testing of ODK Voice was performed both in controlled scenario experiments, and in a real-world deployment in Uganda. In controlled experiments in the United States, users were able to complete a complex survey with high accuracy. However, in a real-world deployment with teachers in rural Uganda lacking training or IVR experience, a number of significant interface modifications were required in order to achieve high success rates. The task success rate increased from near 0% to over 75% based on changes in interface design. Notably, most participants were not able to use a touchtone or touchtone-voice hybrid interface without prior training. A set of design recommendations is proposed based on the performance of users in Uganda on several interface iterations. === by Adam Lerer. === M.Eng. |
author2 |
Saman Amarasinghe. |
author_facet |
Saman Amarasinghe. Lerer, Adam |
author |
Lerer, Adam |
author_sort |
Lerer, Adam |
title |
Implementation and evaluation of an IVR rendering platform for data collection in the developing world |
title_short |
Implementation and evaluation of an IVR rendering platform for data collection in the developing world |
title_full |
Implementation and evaluation of an IVR rendering platform for data collection in the developing world |
title_fullStr |
Implementation and evaluation of an IVR rendering platform for data collection in the developing world |
title_full_unstemmed |
Implementation and evaluation of an IVR rendering platform for data collection in the developing world |
title_sort |
implementation and evaluation of an ivr rendering platform for data collection in the developing world |
publisher |
Massachusetts Institute of Technology |
publishDate |
2011 |
url |
http://hdl.handle.net/1721.1/61169 |
work_keys_str_mv |
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