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    예비교사의 AI 교과 수강여부와 AI 교수효능감 사이에서 AI 수용의도와 AI 리터러시의 직렬다중매개효과 분석 = Analyzing the Serial Multiple Mediating Effect of AI Acceptance Intention and AI Literacy on Pre-service Teachers’ AI Course Taking and AI Teaching Efficacy

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    https://www.riss.kr/link?id=A109220087

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    국문 초록 (Abstract) kakao i 다국어 번역

    본 연구는 예비교사의 디지털·인공지능(AI) 관련 교과의 수강여부가 예비교사의 교수효능감에 미치는 영향에 대해 알아보고자 하였으며, AI 관련 교과 수강 여부가 어떠한 메커니즘을 통하여 예비교사의 AI 교수효능감이 향상으로 이어지는지 알아보고자 하였다. AI 수용의도와 AI 리터러시가 교수효능감 향상에 영향을 미칠 것이라 고 예상을 하여 매개 변인으로 설정하였으며, 이를 위해 전국에 있는 예비교사 273명을 대상으로 직렬다중매개 효과 분석을 실시하였다. 분석 결과는 다음과 같다. 첫째, 관련 교과의 수강여부와 교수효능감 간의 직접 효과는 유의하지 않은 것으로 확인되었다. 둘째, 관련 교과 수강여부가 수용의도, 리터러시를 매개하여 교수효능감으로 가는 경로가 유의한 것으로 확인되었다. 셋째, 관련 교과 수강여부가 수용의도, 리터러시를 차례로 매개하여 교 수효능감으로 가는 경로가 유의한 것으로 확인되었다. 본 연구에서는 이러한 분석 결과를 바탕으로 연구의 시사 점과 제한점을 논의하였다.
    번역하기

    본 연구는 예비교사의 디지털·인공지능(AI) 관련 교과의 수강여부가 예비교사의 교수효능감에 미치는 영향에 대해 알아보고자 하였으며, AI 관련 교과 수강 여부가 어떠한 메커니즘을 통하�...

    본 연구는 예비교사의 디지털·인공지능(AI) 관련 교과의 수강여부가 예비교사의 교수효능감에 미치는 영향에 대해 알아보고자 하였으며, AI 관련 교과 수강 여부가 어떠한 메커니즘을 통하여 예비교사의 AI 교수효능감이 향상으로 이어지는지 알아보고자 하였다. AI 수용의도와 AI 리터러시가 교수효능감 향상에 영향을 미칠 것이라 고 예상을 하여 매개 변인으로 설정하였으며, 이를 위해 전국에 있는 예비교사 273명을 대상으로 직렬다중매개 효과 분석을 실시하였다. 분석 결과는 다음과 같다. 첫째, 관련 교과의 수강여부와 교수효능감 간의 직접 효과는 유의하지 않은 것으로 확인되었다. 둘째, 관련 교과 수강여부가 수용의도, 리터러시를 매개하여 교수효능감으로 가는 경로가 유의한 것으로 확인되었다. 셋째, 관련 교과 수강여부가 수용의도, 리터러시를 차례로 매개하여 교 수효능감으로 가는 경로가 유의한 것으로 확인되었다. 본 연구에서는 이러한 분석 결과를 바탕으로 연구의 시사 점과 제한점을 논의하였다.

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    다국어 초록 (Multilingual Abstract) kakao i 다국어 번역

    This study aimed to examine the impact of pre-service teachers' enrollment in courses related to digital and artificial intelligence on their teaching efficacy. Specifically, it sought to understand the mechanisms through which taking courses related to AI leads to an improvement in pre-service teachers' AI Teaching Efficacy. The intention to AI Acceptance Intention and AI Literacy were hypothesized to influence the improvement of AI Teaching Efficacy, and were set as mediating variables. To this end, a serial multiple mediation analysis was conducted with 273 pre-service teachers nationwide. The results of the analysis are as follows. First, the direct effect be- tween enrollment in relevant courses and AI Teaching Efficacy was found to be non-significant. Second, the pathway from course enrollment to AI Teaching Efficacy, mediated by AI Acceptance Intention and AI Literacy, was found to be significant. Third, the pathway from course enrollment to AI Teaching Efficacy, mediated se- quentially by AI Acceptance Intention and AI Literacy, was also found to be significant. Based on these analysis results, the study discussed the implications and limitations of the research.
    번역하기

    This study aimed to examine the impact of pre-service teachers' enrollment in courses related to digital and artificial intelligence on their teaching efficacy. Specifically, it sought to understand the mechanisms through which taking courses related ...

    This study aimed to examine the impact of pre-service teachers' enrollment in courses related to digital and artificial intelligence on their teaching efficacy. Specifically, it sought to understand the mechanisms through which taking courses related to AI leads to an improvement in pre-service teachers' AI Teaching Efficacy. The intention to AI Acceptance Intention and AI Literacy were hypothesized to influence the improvement of AI Teaching Efficacy, and were set as mediating variables. To this end, a serial multiple mediation analysis was conducted with 273 pre-service teachers nationwide. The results of the analysis are as follows. First, the direct effect be- tween enrollment in relevant courses and AI Teaching Efficacy was found to be non-significant. Second, the pathway from course enrollment to AI Teaching Efficacy, mediated by AI Acceptance Intention and AI Literacy, was found to be significant. Third, the pathway from course enrollment to AI Teaching Efficacy, mediated se- quentially by AI Acceptance Intention and AI Literacy, was also found to be significant. Based on these analysis results, the study discussed the implications and limitations of the research.

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    참고문헌 (Reference)

    1 Kim, S. H., "The proposal of AI education direction reflecting cases in major countries and review of Korean textbooks" The Graduate School of Jeonbuk National University of Education 2021

    2 Lee, J. N., "The effects of early childhood teachers' technostress on teacher efficacy : mediating effect of digital literacy" The Graduate School of Yonsei University of Education 2023

    3 Kim, B. H., "The Impact of Digital Literacy on Teaching Efficacy and Implementation in Smart Education" 2018 : 715-733, 2018

    4 진현정 ; 방희석, "The Effects of Pre-service Teachers’ Self-efficacy, Teaching Efficacy, and Personal Innovativeness on Technology Adoption in the Field of Education-Focusing on the Differences before and after the Covid-19Pandemic-" 24 (24): 583-591, 2023

    5 윤혜연 ; 최지영, "The Effect of Early Childhood Teachers' Digital Literacy on Play Teaching Efficacy and Teaching Creativity" 18 (18): 625-635, 2023

    6 조혜영 ; 백우진, "The Effect of Early Childhood Teachers Intention to Accept Artificial Intelligence on Perceived Usefulness and Perception of Artificial Intelligence Education : Focusing on the Mediating Effect of Software Education Teaching Efficacy" 23 (23): 375-384, 2022

    7 Hong, S. H., "The Criteria for Selecting Appropriate Fit Indices in Structural Equation Modeling and Their Rationales" 19 (19): 161-177, 2000

    8 한형종 ; 김근재 ; 권혜성, "The Analysis of Elementary School Teachers' Perception of Using Artificial Intelligence in Education" 18 (18): 47-56, 2020

    9 Lee, J. H., "The AI Education Revolution: What to Learn, How to Teach?" Siwon Books 2021

    10 Chan, K., "Synthesizing technology adoption and learners' approaches towards active learning in higher Education" 13 (13): 431-440, 2015

    1 Kim, S. H., "The proposal of AI education direction reflecting cases in major countries and review of Korean textbooks" The Graduate School of Jeonbuk National University of Education 2021

    2 Lee, J. N., "The effects of early childhood teachers' technostress on teacher efficacy : mediating effect of digital literacy" The Graduate School of Yonsei University of Education 2023

    3 Kim, B. H., "The Impact of Digital Literacy on Teaching Efficacy and Implementation in Smart Education" 2018 : 715-733, 2018

    4 진현정 ; 방희석, "The Effects of Pre-service Teachers’ Self-efficacy, Teaching Efficacy, and Personal Innovativeness on Technology Adoption in the Field of Education-Focusing on the Differences before and after the Covid-19Pandemic-" 24 (24): 583-591, 2023

    5 윤혜연 ; 최지영, "The Effect of Early Childhood Teachers' Digital Literacy on Play Teaching Efficacy and Teaching Creativity" 18 (18): 625-635, 2023

    6 조혜영 ; 백우진, "The Effect of Early Childhood Teachers Intention to Accept Artificial Intelligence on Perceived Usefulness and Perception of Artificial Intelligence Education : Focusing on the Mediating Effect of Software Education Teaching Efficacy" 23 (23): 375-384, 2022

    7 Hong, S. H., "The Criteria for Selecting Appropriate Fit Indices in Structural Equation Modeling and Their Rationales" 19 (19): 161-177, 2000

    8 한형종 ; 김근재 ; 권혜성, "The Analysis of Elementary School Teachers' Perception of Using Artificial Intelligence in Education" 18 (18): 47-56, 2020

    9 Lee, J. H., "The AI Education Revolution: What to Learn, How to Teach?" Siwon Books 2021

    10 Chan, K., "Synthesizing technology adoption and learners' approaches towards active learning in higher Education" 13 (13): 431-440, 2015

    11 Moon, J. G., "Structural Relationships Between the Variables of Elementary School Teachers' Learning Motivation, Self-Directed Learning Ability, Communication Competence, and Teacher-Efficacy" The Graduate School of Soongsil University 2018

    12 Korea Creative Science Foundation, "Research report on the application of artificial intelligence (AI)education in elementary and secondary schools" 2022

    13 Yang, S. H., "Relationships with Early Childhood Teachers' Knowledge, Beliefs, and Behavioral Intention towards AI in Education (AIED)" The Graduate School of Ewha Womans University 2022

    14 Ministry of Science and ICT, "National Strategy for Artificial Intelligence (AI)"

    15 김연희 ; 최현주, "Kindergarten teachers’perception of early childhood AI education" 22 (22): 163-178, 2022

    16 박영진, "Introduction and Implications of AI Education in China" 7 (7): 51-65, 2020

    17 Luckin, R., "Intelligence unleashed: An argument for AI in education" UCL Knowledge Lab 2016

    18 Doleck, T., "Examining CEGEP students’ acceptance of computer-based learning environments : A test of two models" 22 : 2523-2543, 2017

    19 이유미 ; 박윤수, "Establishing a Definition of AI Literacy and Designing a Liberal Arts Education Program" 85 : 451-474, 2021

    20 이수영, "Elementary School Teachers‘Understanding and Awareness of AI Education" 31 : 15-31, 2020

    21 Oh, H. S., "Effects of Pre-school Teachers'Digital Literacy Competence on Their Self-Efficacy : Mediating Effects of Teaching Creativity" The Graduate School of Kongju National University of Education 2022

    22 이소율 ; 김성원 ; 이영준, "Development of Teaching Efficacy Belief Instrument about Artificial Intelligence for Pre-service Teachers" 24 (24): 47-61, 2021

    23 Yi, S. Y., "Development of Teaching Efficacy Belief Instrument about Artificial Intelligence for Pre-service Teachers" 24 (24): 47-61, 2021

    24 Lim, H. J., "Development and Validation of the Pre-secondary school Teacher’s Artificial Intelligence Literacy Scale" The Graduate School of Gyeongsang National University 2023

    25 강영심, "Changes in Pre-service Teachers’ Knowledge of Instructional Adaptations and Teaching Efficacy to Secondary Students with Disabilities Through an Introductory Special Education Course" 55 (55): 339-349, 2016

    26 Ministry of Education, "Artificial intelligence (AI) digital textbooks open the era of 1:1 personalized education"

    27 박효진, "Artificial Intelligence Literacy Class Program Using AI-based Art" 70 : 143-168, 2022

    28 Holmes, W., "Artificial Intelligence In Education: Promises and Implications for Teaching and Learning" The Center for Curriculum Redesign 2019

    29 Yoon, E. J., "Analysis on the structural relationship of the variables that gives Impact on pre-service early childhood teacher's mathematics teaching efficacy" Kyonggi University 2017

    30 Lee, J. S., "Analysis of the effect of technology content and teaching competency(TPACK) on the efficacy of kindergarten teachers" The Graduate School of Ewha Womans University 2021

    31 Busan Metropolitan Office of Education, "AI-based education guidebook" Uhga 2019

    32 Han, S. K., "AI Education for AI Thinking" Sungandang 2021

    33 김국현, "A study on AI Literacy for ethical competencies and tasks of Ethics Education" 61 : 1-26, 2021

    34 Kim, M. J., "A Study on the Variables that predict Science Teaching Efficacy of teachers of 0 to 2-year-olds and 3 to 5-year-olds in child care center" The Graduate School of Myongji University of Education 2015

    35 Lee, M. R., "A Study on the Instructional Design for AI Literacy Level and AI Education Effectiveness of Pre-service Teachers: The case of China Capital Normal University" The Graduate School of Dongguk University 2022

    36 Chung, H. M., "A Structural Relationship among Factors Affecting Teachers’ Smart Devices Acceptance in Secondary School" The Graduate School of Ewha Womans University 2015

    37 Kim, S. M., "A Structural Relationship among Factors Affecting Teachers’ Learning with AI Acceptance in Elementary School : Based on UTAUT" The Graduate School of Ewha Womans University 2021

    38 Ministry of Education, "10 Policy Issues for Transforming Future Education in the Post-Corona Era" 2020

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