Acceptance of WhatsApp social media platform for learning in Nigeria: A test of unified theory of acceptance and use of technology

Tajudeen Ahmed Shittu, Yusuf Hamdallat Taiwo
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Abstract

The study tested the efficacy of unified theory of acceptance and use of technology (UTAUT) for explaining the rationale for the acceptance of WhatsApp social media platform for learning among students of public and private universities in Nigeria. To achieve the goal of the study, a cross-sectional survey research method was employed. A questionnaire was deployed for data collection. The sample for the study was drawn from undergraduate students from two different universities. The data gathered for the study was subjected to structural equation modeling analysis using AMOS statistical package. Prior to that, series of analysis, such as descriptive analysis, (mean and standard deviation), inferential analysis such as factor analysis to ascertain the dimensionality of the factor of the study was computed. The study also established construct, content, discriminant and convergent validity. It also determined the internal consistency of all the variables of the study. All hypotheses generated for the study was analyzed by checking the effect size of the independent on the dependent variable of the study. The findings from the model of the study showed that the data fit the model of the study. The total variance explained of the model was 61% and almost all the independent variables statistically and directly influence acceptance process of WhatsApp media for learning with exception of effort expectancy that showed a negative effect on student behavioral intention towards use of WhatsApp for learning. The findings of the study have implication for students, teachers and administrators of higher institution of learning Furthermore, the finding of the study equally provide evident for the empirical strength of UTAUT for explaining rationale for adoption of social media for teaching 21st century learners.
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尼日利亚学习对WhatsApp社交媒体平台的接受:对技术接受与使用统一理论的检验
该研究测试了技术接受和使用统一理论(UTAUT)在解释尼日利亚公立和私立大学学生接受WhatsApp社交媒体平台学习的基本原理方面的功效。为了达到研究的目的,采用了横断面调查的研究方法。为收集数据,使用了一份调查表。这项研究的样本来自两所不同大学的本科生。本研究收集的数据使用AMOS统计软件包进行结构方程建模分析。在此之前,计算一系列分析,如描述性分析(均值和标准差),推断性分析,如因子分析,以确定研究因素的维度。本研究还建立了结构效度、内容效度、判别效度和收敛效度。它还决定了研究中所有变量的内部一致性。通过检查研究的自变量对因变量的效应大小来分析为研究产生的所有假设。研究模型的结果表明,数据符合研究模型。模型解释的总方差为61%,除努力预期外,几乎所有自变量都有统计学意义并直接影响WhatsApp媒体学习的接受过程,对学生使用WhatsApp学习的行为意向产生负向影响。研究结果对高等院校的学生、教师和管理者具有启示意义,此外,研究结果同样为UTAUT在解释采用社交媒体教学21世纪学习者的基本原理方面的经验力量提供了证据。
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