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Designing Data Collection Methods for Applying Learning Analytics in Resource Constrained Schools

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Sanket Kulkarni,

Venkatesh RajamanickamAuthors Info & Claims

IndiaHCI '16: Proceedings of the 8th Indian Conference on Human-Computer Interaction

Pages 44 - 51

https://doi.org/10.1145/3014362.3014366

Published: 07 December 2016 Publication History

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Abstract

The use ofLearning Analytics (LA) has shown significant improvements in online learning environments. This paper intends to discuss the challenges of applyingLA in the context of elementary schools of India.Out of many challenges, we focus on solving the unavailability of school data in digital format. Most of the data in such schools is stored on physical mediums like notebooks. These schools also lack the critical resources like the availability of computing devices, internet and digitally literate manpower.As the primary outcome of this paper, we propose a data collection system, named as OSLA, which provides multiple ways of data collection in resource constrained environment. OSLA distributes the need of resources across different touchpoints to tolerate the unavailability of specific computing device, internet and digitally literate manpower.

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Miswar Suhardi Kurniawan N(2018)A Systematic Literature Review on Survey Data Collection System2018 International Conference on Information Technology Systems and Innovation (ICITSI)10.1109/ICITSI.2018.8696036(177-181)Online publication date: Oct-2018
https://doi.org/10.1109/ICITSI.2018.8696036

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IndiaHCI '16: Proceedings of the 8th Indian Conference on Human-Computer Interaction

December 2016

194 pages

ISBN:9781450348638

DOI:10.1145/3014362

Permission to make digital or hard copies of all or part of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for components of this work owned by others than ACM must be honored. Abstracting with credit is permitted. To copy otherwise, or republish, to post on servers or to redistribute to lists, requires prior specific permission and/or a fee. Request permissions from [email protected]

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SIGCHI: ACM Special Interest Group on Computer-Human Interaction

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Association for Computing Machinery

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Published: 07 December 2016

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IHCI '16

IHCI '16: India HCI 2016

December 7 - 9, 2016

Mumbai, India

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Miswar Suhardi Kurniawan N(2018)A Systematic Literature Review on Survey Data Collection System2018 International Conference on Information Technology Systems and Innovation (ICITSI)10.1109/ICITSI.2018.8696036(177-181)Online publication date: Oct-2018
https://doi.org/10.1109/ICITSI.2018.8696036

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Teachers’ data literacy for learning analytics: a central predictor for digital data use in upper secondary schools

Teachers' perception of data-driven school ecosystem and data analytics

Do Learning Analytics Promote Schools as Learning Organisations? A Case Study of Latvia: Learning analytics for promoting school as a learning organization

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