Using the Analytic Hierarchy Process Method to Explore the Important Factors Affecting Hakka Language Learning Motivation and New Media Literacy

Chul Lee, I-Shan Jao, Yu-Sheng Lin, Ching-lin Lai
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Abstract

The problems of the inheritance of the Hakka language have remained unresolved for a long time. The biggest of these is the lack of opportunity to use the language, which means that young people lose the chance to practice it. This causes a gap in language inheritance, and the current University students are one of the main age groups responsible for that gap. Therefore, it is important to enhance the motivation of University students to learn the Hakka language. Besides, since the rapid increase in the use of new media by University students, it is an appropriate time to use new media to promote Hakka language. Therefore, if teachers can understand how to increase students' motivation to learn Hakka and their attitudes towards using new media, then teachers' teaching effectiveness will certainly improve. The purpose of this study is to propose a complete research process, the first step is to discuss three aspects in terms of Hakka language learning motivation and new media literacy. 1. To investigate the willingness of University students to access Hakka and the problems they face in language learning, and new media related to language learning commonly used by users and their characteristics; 2. Using a literature review to analyze the most effective method of learning a language and identify the necessary elements of new media that can be used to assist language learning; 3. Using the revised Delphi method to compile the important factors of Hakka language experts on the use of new media in Hakka language learning activities and classify them into levels, and the original literature review results consisted of 7 main criteria and 17 sub-criteria, reduced to 7 main criteria and 16 sub-criteria. Next, the Analytic Hierarchy Process (AHP) is used for the second part. Then, 20 respondents are asked to evaluate the 7 main criteria of value, expectation, emotion, functional consumption, critical consumption, functional production and sales literacy, and critical production and sales literacy on a 1-9 scale assessment form, and calculate the relative weights. Then, 20 experts are invited to evaluate the 7 main criteria of value, expectation, emotion, functional consumption, critical consumption, functional production and sales literacy and critical production and sales literacy on the 1-9 scale, and calculated the relative Weights. The results of the questionnaire are used to build a comparison matrix, and the eigenvalue and eigenvector are also computed. Then, consistency verification is applied to measure the degree of consistency among the pairwise comparisons by computing the consistency ratio. If the consistency ratio is over 0.1, the above steps are performed again for all levels in the hierarchy. However, since this was deemed to be unnecessary in this case because the CR was less than 0.1, the judgments are acceptable. According to the research results, University students attach the most importance to "value" in the use of new media in Hakka language learning motivation. In addition, the consensus on new media literacy attaches the most importance to "functional consumption", so that learners can quickly and effectively obtain media information and understand media content. The results will be used to construct an AHP decision-making system by this systematic research method. This research result can be used as a basis for future Hakka-related curriculum plans for teachers, and these methods can also be used for other endangered language teachings, so that the best solution can be obtained quickly and conveniently.
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运用层次分析法探讨影响客家语学习动机与新媒体素养的重要因素
客家语的传承问题长期没有得到解决。其中最大的问题是缺乏使用语言的机会,这意味着年轻人失去了练习语言的机会。这就造成了语言传承的差距,而现在的大学生是造成这一差距的主要年龄组之一。因此,提高大学生学习客家语的积极性是十分重要的。此外,由于大学生使用新媒体的人数迅速增加,现在正是利用新媒体推广客家话的合适时机。因此,如果教师能够了解如何提高学生学习客家话的动机和他们对新媒体的使用态度,那么教师的教学效果肯定会提高。本研究的目的是提出一个完整的研究过程,首先从客家语学习动机与新媒体素养三个方面进行探讨。1. 调查大学生接触客家语的意愿和在语言学习中遇到的问题,以及用户常用的与语言学习相关的新媒体及其特点;2. 通过文献综述来分析最有效的语言学习方法,并确定新媒体可用于辅助语言学习的必要元素;3.采用修正的德尔菲法,对客家语专家在客家语学习活动中使用新媒体的重要因素进行整理,并对其进行分级,将原文献综述结果由7个主要标准和17个次要标准,缩减为7个主要标准和16个次要标准。其次,层次分析法(AHP)用于第二部分。然后,要求20名受访者对价值、期望、情感、功能消费、关键消费、功能生产和销售素养、关键生产和销售素养7个主要标准进行1-9分制的评估,并计算相对权重。然后,邀请20位专家对价值、期望、情感、功能消费、关键消费、功能产销素养和关键产销素养7个主要标准进行1-9分制的评价,并计算出相对权重。利用问卷调查的结果构建比较矩阵,并计算特征值和特征向量。然后,一致性验证通过计算一致性比来衡量两两比较之间的一致性程度。如果一致性比率大于0.1,则对层次结构中的所有级别再次执行上述步骤。然而,由于CR小于0.1,在这种情况下,这被认为是不必要的,因此判断是可以接受的。研究结果显示,大学生在客家语学习动机中,最重视新媒体使用的“价值”。此外,关于新媒体素养的共识是最重视“功能性消费”,使学习者能够快速有效地获取媒体信息,理解媒体内容。通过该系统的研究方法,将研究结果用于构建AHP决策系统。本研究成果可作为未来教师制定客家相关课程的依据,也可用于其他濒危语言的教学,从而快速便捷地获得最佳解决方案。
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