• Title/Summary/Keyword: 잠재변인을 이용한 구조방정식

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The Influence of AI Technology Acceptance and Ethical Awareness towards Intention to Use (인공지능 기술수용과 윤리성 인식이 이용의도에 미치는 영향)

  • Ko, Young-Hwa;Leem, Choon-Seong
    • Journal of Digital Convergence
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    • v.19 no.3
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    • pp.217-225
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    • 2021
  • This study analyzed the perception formed by artificial intelligence users by converging technology readiness index and technology acceptance models and expanding them to models considering artificial intelligence ethics in order to find out the impact of technology acceptance and ethics. Independent variables include optimism, transparency, ethical awareness, user-centeredness, perceived usefulness and perceived ease of use as potential variables affected by independent variables, and defined the intention of use as potential variables as dependent variables. The survey results from an online and offline of men and women aged over 17 years old across the country (N=260) from September 5 to October 12, 2020 were used in the analysis. The findings, first, showed that optimism had a significant static effect on perceived usefulness and ease of use. Second, ethical awareness (transparency, ethical awareness, user-centeredness) did not have a significant impact on perceived usefulness and ease of use. Third, perceived usefulness and ease of use are finally found to have a significant static effect on the intention of use. Fourth, perceived usefulness has a relatively high influence over ease of use.

A Study on the Educational Satisfaction and the Occupational Readiness among the Home-health-care Workers Licensing Program Participants: An Application of Educational Service Quality (SERVQUAL) Model (가족지지 자원인 요양보호사 양성과정 교육프로그램 만족도와 직무수행준비에 관한 연구: SERVQUAL 모델의 적용)

  • Auh, Seong-Yeon;Paik, Sun-Ah;Kim, Yang-Hee
    • Journal of Family Resource Management and Policy Review
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    • v.14 no.3
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    • pp.69-85
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    • 2010
  • The purpose of this study is to investigate the home-health-care workers licensing education course in Seoul, Korea. Based on the previous research, a conceptual model was suggested explaining the dynamics of perceived educational service quality (SERVQUAL), educational satisfaction and the occupational readiness. The data set for this study drawn from the 297 self-administered surveys were analyzed with the suggested conceptual model by utilizing AMOS program. The measurement models and conceptual model fit well with the collected data set. As results of this study, 5 domains of SERVQUAL were produced including accountability, trustiness, responsiveness, sympathy, and assurance. The results of structural modeling with latent variables confirmed that SERVQUAL were influenced perceived educational satisfaction as well as occupational readiness. Among the SERVQUAL domains, accountability, trustiness, responsiveness, and assurance had significant impacts on the educational satisfaction while accountability, trustiness and responsiveness had significant direct effects on the occupational readiness. The trustiness had significant indirect effects on the occupational readiness via the educational satisfaction. Hence, the educational satisfaction had the significant impacts on the occupational readiness. Based on the findings of this study, we suggest to intense the educational program or curricular focusing on the SERVQUAL elements. Those changes will enhance self-confidence among the prospective home-health-care workers as well as public trustiness on the national long-term care program.

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The Causal Relationship among Vocational Basic Competencies, Self-Efficacy, Nursing Professionalism and Self-Directed Learning Ability of Nursing Students (간호대학생의 직업기초능력과 자기효능감, 간호전문직관 및 자기주도학습능력의 인과적 관계)

  • Seo, Yohan
    • The Journal of the Korea Contents Association
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    • v.17 no.11
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    • pp.274-289
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    • 2017
  • The purpose of this study was to examine empirically the influence of self-efficacy on the selection of behavior and sustainability as a variable affecting vocational basic competencies. There is a need to confirm the influence of the mediating effect of nursing professionalism and self-directed learning ability formed through the recognition of nursing professional intuition on the vocational basic competencies. For this purpose, 396 nursing students from three junior colleges in J province were sampled for convenience. All of the latent variables were measured by vocational core competency, self-efficacy, nursing professionalism and self-directed learning ability. The collected data were analyzed using Structural Equation Modeling. The result of this study were as follows: First, the fix indexed of causal model among ocational core competency, self-efficacy, nursing professionalism and self-directed learning ability were identified suitably. Second, self-efficacy had no direct effect on vocational core competency, however, nursing professionalism and self-directed learning ability had moderating effect in the relationship between self-efficacy and vocational core competency. Third, nursing professionalism had direct effect on vocational core competency and also self-directed learning ability had moderating effect in the relationship between nursing professionalism and vocational core competency. Fourth, self-directed learning ability had direct effect on vocational core competency.

Effect of Motivational Belief about Learning Science and Self-Directed Learning Ability on Middle School Students' Conceptual Understanding of Matter Change (과학학습에 대한 동기적 신념과 자기주도 학습능력이 중학생의 물질 변화 개념 이해에 미치는 영향)

  • Im, Sungmin;Kim, Inwhan
    • Journal of The Korean Association For Science Education
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    • v.36 no.1
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    • pp.125-134
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    • 2016
  • The purpose of this study is to explore the relationship between motivational belief about learning science, self-directed learning ability and conceptual understanding of matter change with a quantitative method, assuming that motivational belief and self-directed learning ability might affect conceptual understanding. To do this, the authors investigated middle school students' motivational belief about learning science, self-directed learning ability, and conceptual understanding of matter change using measurement tools based on previous studies, and then analysed the casual relationship between three variables using PLS structural equation model. As a result, three latent variables in this study could be evaluated as appropriated in reliability and validity. And also, self-directed learning ability could affect both the motivational belief and conceptual understanding, while motivational belief could affect only self-directed learning ability but not conceptual understanding. Through this study the authors confirmed that in the context of science learning self-directed learning ability can directly affect conceptual understanding but motivational belief can affect indirectly. This study is significant in that the causal relationship between different variables in science learning could be confirmed in a quantitate manner, and also in that it can suggest PLS structural equation method as a new research methodology in science education research area.

A Study on the Convergence of Sport Commitment and Smartphone Addiction in adolescents (청소년 운동몰입과 스마트폰 중독에 대한 융합연구)

  • Kim, Jae-Yong
    • Journal of the Korea Convergence Society
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    • v.12 no.4
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    • pp.237-248
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    • 2021
  • Based on sports known to reduce adolescents' smartphone addiction, this study aims to identify the structural causal relationship between sport commitment and smartphone addiction. First of all, based on prior studies, it was intended to show that adolescents' sport commitment is effective in reducing smartphone addiction through social support and ego-resilience, and that such causal relationships vary significantly depending on gender. To this end, a survey of 605 middle and high school students was conducted, and the structural relationship between the four established latent variables was analyzed by analyzing the structural equation model using the SPSS 25.0 and AMOS 23.0 programs. According to the analysis, adolescents' sport commitment was found to have an adverse effect on smartphone addiction, and social support and ego-resilience in the relationship between the two variables were found to have a mediated effect. In addition, these results showed significant differences in gender. This study expanded the field of smartphone addiction and sports convergence study by revealing the relationship between sport commitment as psychological recognition variable and addiction Unlike previous studies using a participation time, duration, and intensity, and suggested that structural relationships with personal characteristic variables and gender-specific approaches are important. Through this, it is meaningful that it provided basic data for in-depth convergence study in the smartphone addiction and development of gender-specific programs.

Detecting types for the influence of math teaching methods perceived by high school students on math self-efficacy: Using REBUS-PLS (고등학생이 지각한 수학 수업방식이 수학자기효능감에 미치는 영향력에 대한 유형탐색: REBUS-PLS를 적용하여)

  • Song, Hyo Seob;Jung, Hee Sun
    • The Mathematical Education
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    • v.61 no.4
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    • pp.613-629
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    • 2022
  • This study explored the heterogeneous latent group on the influence of the learner's perceived math teaching method(instructor-centered, learner-centered) on math self-efficacy. In order to profile the characteristics of the detected latent group, the distribution of variables was confirmed, and multi-group analysis was conducted by SEM. According to the analysis results, two latent groups were detected, and the instructor-type group and the learner-type group were named. As a result of post-hoc analysis, the perception of instructor-centered classes and learner-centered classes, and the perception of math teaching ability were similar between the instructor-type and the learner-type group. But the instructor-type group had higher math self-efficacy, math interest, and math class engagement than the learner-type group. Also, in the instructor-type group, the effect of perception of math teaching ability on math self-efficacy and math class engagement was greater than that of the learner-type group. Whereas, in the learner-type group, the effect of math interest on math self-efficacy and math class engagement was greater than that of the instructor-type group. This study presented a new research method on the influence of math teaching methods on learners by applying the REBUS-PLS method.

The Sex Difference in Relationship Model among Social Support, Self-Esteem and Career Aspiration: The role of Collective Self-Esteem and Personal Self-Esteem (사회적 지지, 자존감, 진로포부 간의 성차 모형 검증: 개인자존감과 집단자존감의 매개 역할)

  • Park, Yongdoo;Lee, Kihak
    • The Korean Journal of Woman Psychology
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    • v.13 no.3
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    • pp.263-282
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    • 2008
  • This study examined the mediating role of collective self-esteem in the relationship between personal self-esteem and career aspiration, and the mediating effects of personal self-esteem and collective self-esteem on the link between social support and career aspiration. Also, This study explored whether the development of career aspiration differs by gender. A total of 316 undergraduate students(155 male and 161 female) completed measures of social support, personal self-esteem, collective self-esteem and career aspiration. Structural equation modeling results provided support for the mediating effects of personal self-esteem and collective self-esteem, In addition, the relationship model differed by gender. The results showed that the full mediation model fit of collective self-esteem in the relationship between individual self-esteem and career aspiration was better than the partial mediation model fit. Next, in the relation of social support and career aspiration, the partial mediating effect of individual self-esteem and collective self esteem was significant. Lastly, when the model of social support, individual self-esteem, and collective self-esteem, and career aspiration was tested to examine gender differences, the relations among these variables were found to be different according to gender-difference. These results suggest that evaluations and perceptions on the individual's social group as well as the individual influedced to career aspiration, interacting with the environmental factors. Also, the gender-difference of relationship model indicates that it might be different from men and women in psychological mechanism in the career aspiration formation.