Toward Learning at Scale in Developing Countries: Lessons from the Global Learning XPRIZE Field Study - Robotics Institute Carnegie Mellon University

Toward Learning at Scale in Developing Countries: Lessons from the Global Learning XPRIZE Field Study

Andrew A. McReynolds, Sheba P. Naderzad, Mononito Goswami, and Jack Mostow
Conference Paper, Proceedings of 7th ACM Conference on Learning @ Scale (L@S '20), pp. 175 - 183, August, 2020

Abstract

Advances in education technology are enabling tremendous advances in learning at scale. However, they typically assume resources taken for granted in developed countries, including reliable electricity, high-bandwidth Internet access, fast WiFi, powerful computers, sophisticated sensors, and expert technical support to keep it all working. This paper examines these assumptions in the context of a massive test of learning at scale in a developing country. We examine each assumption, how it was broken, and some workarounds used in a 15-month-long independent controlled evaluation of pre- to posttest learning and social-emotional gains by over 2,000 children in 168 villages in Tanzania. We analyze those gains to characterize who gained how much, using test score data, social-emotional measures, and detailed logs from RoboTutor. We quantify the relative impact of pretest scores, literate aspirations, treatment, and usage on learning gains.

BibTeX

@conference{McReynolds-2020-126657,
author = {Andrew A. McReynolds and Sheba P. Naderzad and Mononito Goswami and Jack Mostow},
title = {Toward Learning at Scale in Developing Countries: Lessons from the Global Learning XPRIZE Field Study},
booktitle = {Proceedings of 7th ACM Conference on Learning @ Scale (L@S '20)},
year = {2020},
month = {August},
pages = {175 - 183},
}
Copyright notice: This material is presented to ensure timely dissemination of scholarly and technical work. Copyright and all rights therein are retained by authors or by other copyright holders. All persons copying this information are expected to adhere to the terms and constraints invoked by each author's copyright. These works may not be reposted without the explicit permission of the copyright holder.