Title: The evaluation method of distance learning engagement based on the multi-level linear model

Authors: Humin Yang

Addresses: College of Education, Fuyang Normal University, Fuyang, 236037, China

Abstract: The traditional evaluation process of distance learning engagement cannot solve the problem of hierarchical confusion of the data to be processed, which leads to low recovery rate of distance learning engagement data and large evaluation error. A distance learning engagement evaluation method based on multi-layer linear model is proposed. We establish the level index of distance learning curriculum, compile the questionnaire of students and teachers, and determine the influencing factors of distance teaching involvement. By constructing a multi-layer linear model of distance learning, this paper analyses the curriculum effectiveness that affects students' engagement ability in distance learning, and evaluates the engagement degree of distance learning. The simulation results verify that the recovery rate of the proposed method is above 97%, and the error rate of the evaluation of distance learning engagement is below 0.002%.

Keywords: distance learning engagement; evaluation; multi-levelled linear model.

DOI: 10.1504/IJCEELL.2022.124025

International Journal of Continuing Engineering Education and Life-Long Learning, 2022 Vol.32 No.3, pp.360 - 373

Received: 15 Jan 2020
Accepted: 05 Aug 2020
Published online: 11 Jul 2022 *

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