• Title/Summary/Keyword: SPSS PROCESS Macro

Search Result 343, Processing Time 0.021 seconds

Structural Relationships among Factors Influencing Academic Achievement In Synchronous Online Learning (대학 실시간 쌍방향 수업 성과에 영향을 미치는 요인들 간의 구조적 관계 규명)

  • Park, Saerok;Lee, Jeongmin
    • The Journal of the Korea Contents Association
    • /
    • v.21 no.11
    • /
    • pp.826-839
    • /
    • 2021
  • The purpose of this study was to provide instructional implications for synchronous online learning at universities by examining variables that influence the outcome of synchronous online learning and investigating the relationships of the variables. To achieve the purpose, self-regulated learning, social presence, learning engagement and perceived academic achievement were measured by 123 university students who had taken synchronous online learning for spring semester in 2020. The collected data were analyzed through SPSS and SPSS PROCESS macro. The results were as follows. First, self-regulated learning and learning engagement significantly predicted perceived academic achievement while social presence did not. Second, self-regulated learning had a direct effect on perceived academic achievement and had an indirect effect on perceived academic achievement through learning engagement. Third, social presence did not have a direct effect on perceived academic achievement, but had an indirect effect on perceived academic achievement through learning engagement. The implications based on the results were suggested.

Effect of Self-determination Motivation on Job Engagement and the Moderating Effect of Compensation Satisfaction in Dental Hygienists (치과위생사의 자기결정성동기가 직무열의에 미치는 영향 및 보상 만족도의 조절효과)

  • Kim, Min-Jeong;Kim, Ji-Young;Ryu, See-Won
    • Journal of The Korean Society of Integrative Medicine
    • /
    • v.10 no.3
    • /
    • pp.173-184
    • /
    • 2022
  • Purpose : The purpose of this study was two-fold: to identify the effect of dental hygienist's self-determination motivation on their job engagement and to analyze the moderating effect of compensation satisfaction that affect the relevance. Methods : Data were collected using a structured self-report questionnaire administered to 260 dental hygienists working in dental hospitals and clinics in Busan, South Korea. These were analyzed using IBM SPSS Statistics version 26.0 and SPSS Process Macro 3.5. A frequency analysis, including the respondents' general characteristics, frequency, percentages, and standard deviations, was performed. A regression analysis was also performed using SPSS Process Macro to verify the moderating effect of compensation satisfaction in the effect of self-determination motivation on job engagement. Results : The self-determination motivation of the dental hygienists had a statistically significant positive effect on their job engagement, which was the dependent variable. Higher intangible compensation satisfaction levels led to a stronger effect of intrinsic motivation but a weaker effect of extrinsic motivation on job engagement. Moreover, higher tangible compensation satisfaction levels strengthened the effect of intrinsic motivation on job engagement. Conclusion : Recently, the demand for oral health care has been increasing, Competition in the dental medical service market warrants, high-quality dental services based on accurate diagnosis and treatment. In this context, dental hygienists' job engagement must be improved. For this purpose, increasing the satisfaction of dental hygienists with self-determination motivation and appropriate compensation is effective. In addition, attention must be paid to the moderating effect of compensation satisfaction on the relationship between intrinsic motivation and job engagement. On the basis of the implications of this study, the results can be used as basic data for improving dental hygienists' welfare system and manpower management.

The Roles of Welfare and Hope Between Boss Incivility Experience and Flourishing of Childcare Teachers (보육교사의 상사무례경험과 플로리싱의 관계에서 복지와 희망의 역할)

  • Suk-gyeong, Kim;Hea-yeon, Yun;Kye-Lim, Ahn;Soon-Min, Suh
    • Journal of Industrial Convergence
    • /
    • v.20 no.11
    • /
    • pp.95-104
    • /
    • 2022
  • This study aimed to provide basic data for the promotion of flourishing by analyzing whether welfare and hope mediated and double-mediated in the relationship between boss incivility and flourishing with 400 childcare teachers. The subjects of the survey were collected through offline questionnaires. The data were analysed using SPSS PC+ Win ver. 25.0 and PROCESS macro. Frequency, reliability, correlation, and double mediation effect analysis were performed. As a result of the study, first, experience of incivility from bosses showed a negative correlation with welfare, hope, and flourishing. welfare, hope and flourishing showed a positive correlation with each other. Second, welfare and hope played a double mediating role in the relationship between boss and co-worker incivility and flourishing. Welfare and hope played a role in partially offsetting the negative (-) effect of incivility on flourishing. The conclusion of this study confirmed that the promotion of flourishing can be promoted by using the dual mediating role of welfare and hope.

The Moderated Mediating Effect of Organization Cultural unbalance on the relationship among the Protean Career Orientation, Continuous Learning Activity and Subjective Career Success (프로티언경력지향성, 지속학습활동, 주관적 경력성공의 관계에서 조직문화 불균형성의 조절된 매개효과)

  • Kim, Na-Young;Jung, Sung Cheol
    • The Journal of the Korea Contents Association
    • /
    • v.21 no.12
    • /
    • pp.477-489
    • /
    • 2021
  • This study was conducted to confirm whether organization culture unbalance plays a role as a moderating variable on the mediation process that protean career orientation influences subjective career success through continuous learning activity. To this end, a survey was carried out on 276 office workers with more than 5 years of work experience in large companies, and the data were analyzed using SPSS 25 and Process Macro v3.5. The results showed that continuous learning activity mediates the relationship of protean career orientation affecting subjective career success, but moderating effect of organizational culture unbalance and the moderated mediation effect were not statistically significant. However, statistical significance was found on the moderating effect of organizational culture unbalance on the mediation process, that 'self-direction', protean career orientation's sub-factor, affects subjective career success and its' sub-factor 'employability', and 'career satisfaction' through continuous learning activity. The significance and limitations of our findings are also discussed.

Factors Affecting Adaptation of North Korean Refugees to South Korean Society: Character Strengths and Psychological Well-being (북한이탈주민의 남한사회적응에 미치는 영향요인 : 성격강점과 심리적 안녕감을 중심으로)

  • Kim, Eun-Mi
    • Journal of Digital Convergence
    • /
    • v.17 no.3
    • /
    • pp.361-369
    • /
    • 2019
  • The purpose of this study was to investigate the adaptation factor to North Korean refugees by identifying the relationship between character strengths affecting adaptation process and psychological well-being(PWB) in South Korea. The study examined the relationship between PWB and character strength of 117 participants and identified the sub-factors of character strength that affect the settlement period in South Korea. The data were analyzed by using the Model 1 of Process Macro and SPSS 22. The results of this study showed a correlation between PWB and sub-factors of character strength such as wisdom, humanity, courage, justice, temperance, and spirituality. The main effect was to investigate the relationship between PWB and sub-factors of character strength by independent variables. The level of PWB increased with the level of sub-factors of character strength. The moderate effect was showed in the courage of the settling period in relation to PWB. Finally, Limitations and implications of this study was discussed.

The Effects of Stigma on Happiness among Children in Community Child Centers: Mediating Effects of Empowerment and Community Social Capital (지역아동센터 이용아동이 인식하는 낙인감이 행복감에 미치는 영향: 임파워먼트와 지역사회자본의 매개효과)

  • Kim, Su-Jeong
    • The Journal of the Korea Contents Association
    • /
    • v.21 no.4
    • /
    • pp.533-544
    • /
    • 2021
  • This study was focused on social stigma in utilizing community child centers which are selective child welfare institutions. The study model derived from the stress process model. The purpose of this research was to investigate the effects of stigma on happiness among children in community child centers and mediating effects of empowerment and community social capital as coping resources. The data were collected from 5, 6th grade students who are attending community child centers located in Daegu and Gyeongsan city. Data of 175 were analyzed and SPSS Process Macro and bootstrapping method were used. The results of the study were follows. First, stigma among children in community child centers showed significant direct effects on happiness. Second, empowerment and community social capital had significant mediating effects on the relationship between stigma and happiness. Based on the results, the policy and practice implications to improve happiness of children in community child centers were suggested.

The Effects of Creativity on Self-Directed Learning Ability among Nursing Students: Mediating Effects of Professors' Autonomy Support and Instructor-student Interaction (간호대학생의 창의성이 자기주도학습능력에 미치는 영향 :교수의 자율성지지와 교수-학생 상호작용의 매개효과)

  • Moon, Ji-Young
    • The Journal of the Korea Contents Association
    • /
    • v.22 no.2
    • /
    • pp.400-410
    • /
    • 2022
  • This study was conducted to examine the effects of creativity on self-directed learning ability of nursing students and to verify the mediating effects of professors' autonomy support and instructor-student interaction in the process. A survey was done on 304 nursing students attending S university located in Kwangju. The analysis on mediating effect was processed through SPSS Process Macro 4 and Bootstrapping. The results of the study showed that the creativity, professors' autonomy support and instructor-student interaction had a significant positive effect on self-directed learning ability among nursing students. The professors' autonomy support and the instructor-student interaction had significant mediating effects on the relationship between creativity and self-directed learning ability. Based on such a result, the implications and limitations of this study were presented and the educational direction for improving self-directed learning ability of nursing students was discussed.

The Effect of Life Stress, Social-Anxiety on Smart phone Overdependence of University Students: The Moderated Mediating Effect of Emotional Expressiveness (대학생의 생활스트레스와 사회불안이 스마트폰 과의존에 미치는 영향: 정서표현성의 조절된 매개효과)

  • Kim, Ji Yeon;Choi, Seung Mi
    • Korean Journal of School Psychology
    • /
    • v.16 no.3
    • /
    • pp.361-380
    • /
    • 2019
  • The purpose of this study was to examine the moderated mediating effect of emotional expressiveness through social-anxiety on the relationship between university student' life stress and smart phone overdependence. For this purpose, the survey was conducted at the Southern Post using revised life stress scale for college students(RLSS-CS), social anxietyy scale(SIAS), smart phone overdependence scale(S-scale), and emotional expressiveness scale(BEQ). Data collected from 400 (200 men, 200 women) were analyzed using SPSS 21.0 and SPSS Macro. The results were as follows: first, university students' life stress were positively associated with social-anxiety, smart phone overdependence and emotional expressiveness. Secondly, partially mediating effect of social-anxiety on the process of university students' life stress affecting smart phone overdependence. Thirdly, emotional expressiveness also moderated the mediating effect of university student' life stress on smart phone overdependence through social-anxiety. In this study, the pathway leading to the smart phone overdependence was examined jointly, including life stress, social-anxiety and emotional expressiveness. Finally, the implications and limitations of this study were discussed with suggestions for future studies.

The Mediating Effect of Reflective Thinking in the Relationship between Early Childhood Teachers' Play-Based Curriculum Implementation Competences and Their Digital Competences (유아교사의 놀이중심교육과정 실행역량과 디지털 역량의 관계에서 반성적 사고의 매개효과)

  • Jinhee Park;Wonkyoung Son
    • Korean Journal of Childcare and Education
    • /
    • v.20 no.1
    • /
    • pp.1-19
    • /
    • 2024
  • Objective: The purpose of this study was to verify the mediating effect of reflective thinking in the relationship between early childhood teachers' play-based curriculum implementation competences and their digital competences. Methods: An online survey was conducted targeting 330 early childhood teachers. Descriptive statistical analysis, correlation analysis, and The Process macro model 4 were performed using SPSS 28.0 and The Process macro 4.1. Results: The main results of this study are outlined as follows: first, a significant positive correlation was observed between overall play-based curriculum implementation competences, reflective thinking, and digital competences, including each of their respective sub-factors. Second, the study revealed that reflective thinking played a partial mediating role in the relationship between early childhood teachers' play-based curriculum implementation competences and digital competences. Conclusion/Implications: Through this study, it was confirmed that when reflective thinking mediated play-based curriculum implementation competences, digital competences were further increased. The findings suggest that not only positive play-based curriculum implementation competences of teachers but also reflective thinking should be considered to enhance digital competences.

The Effects of Mothers' Parenting Efficacy on Children's School Adjustment in 1st Grade of Elementary School: Double Mediating Effects of Externalized Problem Behaviors and School Readiness in Early Childhood (유아기의 어머니 양육효능감이 초등학교 1학년 학교적응에 미치는 영향: 유아기 외현화문제행동과 학교준비도의 이중매개효과)

  • En Ha Her;Sang Lim Kim
    • The Journal of the Convergence on Culture Technology
    • /
    • v.10 no.1
    • /
    • pp.129-136
    • /
    • 2024
  • The research purpose was to examine the effects of mothers parenting efficacy on children's school adjustment in the first grade of elementary, using young children's external problem behaviors and school readiness as the mediating variables. KICCE panel data were analyzed utilizing SPSS and Process macro. As results, young children's externalized problem behaviors and school readiness were found to have partial mediating effects in the relationship between mothers' parenting efficacy and school adjustment. In addition, the complete double mediating effect by externalized problem behaviors and school readiness was proved.