• Title/Summary/Keyword: Process Macro

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Influence of Telecommuting due to Covid-19 on Psychological State : Moderating Effect of LMX and Mediating Effect of Job Satisfaction (코로나19로 인한 재택근무가 사회적 소외감 및 조직몰입에 미치는 영향 : LMX의 조절효과 및 직무만족의 매개효과)

  • Lee, Dong-joo;Jung, Sung-cheol
    • Journal of Venture Innovation
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    • v.5 no.4
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    • pp.117-133
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    • 2022
  • Telecommuting is rapidly spreading because of the prevalence of Covid-19 but the research on the psychological characteristics of telecommuters and their attitudes(organizational commitment, job satisfaction, etc.) in the workplace is not abundant. We would like to verify whether the number of telecommuting affects social alienation and whether LMX moderates this relationship. Further, the alienation affects, in turn, job satisfaction and organizational commitment. A survey of 317 male and female workers aged 18 or older who are currently experiencing telework was conducted. The results are as follows. Firstlty, we confirmed that the number of telecommuting has a significant impact on social alienation and that LMX moderates this relationship. Secondly, we found that social alienation affects organizational commitment and that job satisfaction showed a mediating effect between social alienation and organizational commitment. Implications and limitations are discussed.

The Effect of Corporate Social Responsibility(CSR) Activities on Innovation Performance: The Sequential Mediation Effect of Knowledge Sharing and Innovation Behavior (기업의 사회적 책임(CSR) 활동이 혁신성과에 미치는 영향: 지식공유와 혁신행동의 직렬이중매개효과)

  • Yang Lyu;Chun-Hua Jin
    • Asia-Pacific Journal of Business
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    • v.14 no.2
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    • pp.63-84
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    • 2023
  • Purpose - The purpose of this study is to examine the effect of CSR activities on innovation performance and to identify the mediating role of knowledge sharing and innovation behaviors between CSR activities and innovation performance. In addition, the purpose of this study is to verify the role of sequential mediating effect of knowledge sharing and innovation behavior between CSR activities and innovation performance. Design/methodology/approach - This study collected survey data from 293 organizational members working in Chinese companies. The exploratory factor analysis (EFA), confirmatory factor analysis (CFA), reliability analysis, correlation analysis and process macro were used in order to analyze the data. Findings - First, this study verified that CSR activities had a significant positive effect on knowledge sharing, innovation behavior, and innovation performance. Second, it was found that knowledge sharing had a significant positive effect on innovation behavior and innovation performance. Third, it was verified that innovation behavior had a significant positive effect on innovation performance. Fourth, knowledge sharing and innovation behavior had a sequential mediating effect in the relationship between CSR activities and innovation performance. Research implications or Originality - With the uncertainty of the environment and the intensification of competition among companies, more and more companies begin to pay attention to innovation. Different from existing studies, this study focuses on CSR activities, identifies the role of CSR activities, explores ways to guide innovation performance, and verifies the sequential mediating role of knowledge sharing and innovation behavior. Through this measure, the importance of knowledge sharing and innovative behavior among organizational members is emphasized, solutions to strengthen innovation are explored, and theoretical and practical implications are provided for companies.

The relationship between nursing professionalism and nursing intention for patients with emerging infectious diseases of nursing students who had experienced COVID-19 pandemic: the mediating effect of e-Health literacy (코로나19를 경험한 간호대학생의 간호전문직관과 신종감염병 환자 간호의도와의 관계: e-헬스 리터러시의 매개효과)

  • Kim, Hee Jung
    • The Journal of Korean Academic Society of Nursing Education
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    • v.30 no.1
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    • pp.71-81
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    • 2024
  • Purpose: This study aimed to identify the relationship between nursing professionalism and nursing intention for patients with emerging infectious diseases of nursing students who had experienced coronavirus disease 2019 (COVID-19), with a focus on the mediating effect of e-Health literacy. Methods: The study surveyed 177 nursing students who had experienced COVID-19. The data were collected using self-reported questionnaires. The collected data were analyzed using IBM SPSS statistics 25.0, and the mediating effect was analyzed through the SPSS Process macro model 4. Results: Nursing professionalism (β=.26, p=.002) and e-Health literacy (β=.18, p=.021) were found to be significant predictors of nursing intention for patients with emerging infectious diseases. In addition, e-Health literacy partially mediated the relationship between nursing professionalism and nursing intention for patients with emerging infectious diseases. Conclusion: e-Health literacy was a mediating factor in the relationship between the nursing professionalism and nursing intention of nursing students for patients with emerging infectious diseases. In order to improve nursing intention of nursing students for patients with emerging infectious diseases, it is important to develop an education program that can enhance their e-Health literacy as well as nursing professionalism.

Effect of Adolescents' Perceived Parental Blame on Learned Helplessness: The Sequential Mediating Effects of Maladaptive Metacognitive Beliefs and Rumination (청소년이 지각한 부모의 비난이 학습된 무기력에 미치는 영향에서 역기능적 메타인지신념과 반추의 순차적 매개효과)

  • Jiyoon Kang;Min Ju Kang
    • Human Ecology Research
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    • v.62 no.1
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    • pp.101-120
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    • 2024
  • This study aimed to examine the effect of adolescents' perceived parental blame (criticism) on learned helplessness and to examine whether maladaptive metacognitive beliefs and rumination sequentially mediate the relationship between parental blame and learned helplessness. The participants were 316 adolescents (Mean age=16.7, SD=0.75; 137 male, 179 female) attending grades 1st and 2nd in high school in South Korea. The participants were selected using a snowball sampling method, while the data was collected via an online self-report questionnaire. This survey was completed by the participants and analyzed using SPSS 28.0, Amos 26.0 (IBM Co., Armonk, NY), and PROCESS macro version 4.2 (Model 6; Hayes, 2022). The main results are summarized as follows. Firstly, the adolescents' perceived paternal and maternal blame indicated significant direct effects on learned helplessness. Secondly, rumination mediated the effect of paternal and maternal blame on learned helplessness. Lastly, paternal and maternal blame significantly affected learned helplessness through the sequential mediating effects of maladaptive metacognitive beliefs and rumination. This study elucidates the causal structure among the various factors influencing learned helplessness in adolescents, focusing on parental blame, maladaptive metacognitive beliefs, and rumination. Furthermore, considering the verified sequential mediating effects of maladaptive metacognitive beliefs and rumination in the relationship between adolescents' perceived parental blame and learned helplessness, these findings suggest that modifying maladaptive metacognitive beliefs may help to reduce learned helplessness among adolescents who perceive high levels of parental blame.

Effects of Perceived Discrimination on Multicultural Adolescents' Ethnic Identity Conflict: A Moderated Mediation Effect of Parent-Child Open Communication through Bicultural Competence (다문화 청소년의 지각된 차별감이 민족정체성 혼란에 미치는 영향: 이중문화역량을 통한 부모-자녀 개방형 의사소통의 조절된 매개효과)

  • Jeewon Kim;Min Ju Kang
    • Human Ecology Research
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    • v.62 no.1
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    • pp.151-164
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    • 2024
  • This study examined the effects of perceived discrimination on multicultural adolescents regarding feelings of conflict over their ethnic identity by investigating the moderating role of father-child open communication and mother-child open communication mediated by bicultural competence. A total of 234 middle school students (grades 7-8; 139 girls and 95 boys) from multicultural families, from which the father is Korean and the mother is not, participated in the study. Data was collected through an online self-report questionnaire and was analyzed via SPSS 26.0 and Process (Version 4.1) MACRO. The results can be summarized as follows. First, bicultural competence mediated the effects of perceived discrimination on feelings of conflict over one's ethnic identity. Enhanced bicultural competence resulting from a lower perception of discrimination contributed to a reduction in feelings of conflict over one's ethnic identity. Second, the moderated mediation effect of fatherchild open communication was significant, while the effect of mother-child open communication was not. Thus, the mediation relationship (lower perceived discrimination increased bicultural competence and, thus, reduced conflict over one's ethnic identity) grew stronger as the level of father-child open communication increased. The significance of this study lies in uncovering the causal relationships between individual and environmental factors that contribute to ethnic identity development among multicultural adolescents, particularly highlighting the important role of Korean fathers within multicultural households.

The Effect of Children's Screen Media Time on Bedtime and Executive Function Difficulties: A Moderated-Moderated Mediation Effect of Children's Media Content Selection and Parental Restrictive Media Mediation (유아의 영상미디어 시청시간과 취침시간이 집행기능곤란에미치는 영향: 유아의 채널 선택권과 부모의 제한형 미디어중재의 조절된-조절된 매개효과)

  • Yoon Kyung Kim;Ju Hee Park;Ye Seul Park;Jeeyeon Hong
    • Korean Journal of Childcare and Education
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    • v.20 no.2
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    • pp.145-167
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    • 2024
  • Objective: This study aimed to investigate the moderated-moderated mediating effects of children's media content selection and parental restrictive media mediation on the relationship between children's screen media time and executive function difficulties. Methods: A total of 693 parents of children aged 5~6 years participated in this study and were asked to answer all survey questions. The data were analyzed by descriptive statistics and correlation analysis using SPSS 27.0. Model 11 of PROCESS macro 4.3 was used to examine the moderated-moderated mediation model. Children's gender, age, childcare enrollment status, and household income were included in the analyses as covariates. Results: The moderated-moderated mediating effects of children's media content selection and parental restrictive media mediation were found to be significant. Specifically, bedtime mediated the relationship between screen media time and executive function difficulties only when parents did not appropriately implement restrictive mediation and children freely selected media content. Conclusion/Implications: It is recommended that parents understand the importance of implementing restrictive media mediation and selecting appropriate media contents for their child to prevent executive function difficulties in early childhood. Also, child education or day-care centers should offer education program about appropriate media use to reach more parents.

Convolutional neural network of age-related trends digital radiographs of medial clavicle in a Thai population: a preliminary study

  • Phisamon Kengkard;Jirachaya Choovuthayakorn;Chollada Mahakkanukrauh;Nadee Chitapanarux;Pittayarat Intasuwan;Yanumart Malatong;Apichat Sinthubua;Patison Palee;Sakarat Na Lampang;Pasuk Mahakkanukrauh
    • Anatomy and Cell Biology
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    • v.56 no.1
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    • pp.86-93
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    • 2023
  • Age at death estimation has always been a crucial yet challenging part of identification process in forensic field. The use of human skeletons have long been explored using the principle of macro and micro-architecture change in correlation with increasing age. The clavicle is recommended as the best candidate for accurate age estimation because of its accessibility, time to maturation and minimal effect from weight. Our study applies pre-trained convolutional neural network in order to achieve the most accurate and cost effective age estimation model using clavicular bone. The total of 988 clavicles of Thai population with known age and sex were radiographed using Kodak 9000 Extra-oral Imaging System. The radiographs then went through preprocessing protocol which include region of interest selection and quality assessment. Additional samples were generated using generative adversarial network. The total clavicular images used in this study were 3,999 which were then separated into training and test set, and the test set were subsequently categorized into 7 age groups. GoogLeNet was modified at two layers and fine tuned the parameters. The highest validation accuracy was 89.02% but the test set achieved only 30% accuracy. Our results show that the use of medial clavicular radiographs has a potential in the field of age at death estimation, thus, further study is recommended.

The Impact of Virtual Influencers' Characteristics on Purchase Intentions Toward Fashion Products: Focusing on the Mediating Effect of Mimetic Desire (버추얼 인플루언서의 특성이 패션제품 구매의도에 미치는 영향: 모방욕구의 매개효과를 중심으로)

  • Haram Shin;Misun Yum
    • Fashion & Textile Research Journal
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    • v.26 no.1
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    • pp.1-14
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    • 2024
  • Virtual influencers, who are emerging as new players in digital marketing, impact consumers' purchase intentions. They promote positive perceptions and mimetic consumption of specific brands or products through interactions with followers. Therefore, this study aims to examine the effect of the characteristics of virtual influencers on the purchase intention for fashion products through the consumers' mimetic desire. As characteristics of virtual influencers, five factors were set: reality, attractiveness, professionalism, trustworthiness, and curiosity. Data for analysis were collected through an online questionnaire from the 8th to the 15th of August 2023, and 268 data points in total were analyzed using SPSS and Process Macro 4.3. The results of the study showed that the characteristics of virtual influencers all positively affected mimetic desire and purchase intention for fashion products. Moreover, it was found that mimetic desire has a mediating effect between the five characteristics of virtual influencers and the purchase intention for fashion products. Mimetic desire fully mediates the relationship between reality and the intention to purchase fashion products, and partially mediates the relationship between attractiveness, professionalism, trustworthiness, and curiosity and the purchase intention for fashion products. These findings further enhance the understanding of the relationship between virtual influencers and consumer behavior and identify the relationship between virtual influencers, mimetic desire, and fashion product purchase intentions. Consequently, leveraging virtual influencers strategically in digital marketing, the fashion industry can amplify positive brand perceptions, drive consumer engagement, and ultimately foster increased purchase intent.

Multiple-Parallel Mediation Effects of Depression·Anxiety and Anger in the Relationship between Anger-out and Interpersonal Problems in Men (성인 남성의 분노 표출과 대인관계 문제와의 관계에서 우울·불안과 분노감의 다중병렬매개효과)

  • Ha Seo Kim;Byoung-Hee Lee
    • Journal of Korean Physical Therapy Science
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    • v.31 no.1
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    • pp.53-69
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    • 2024
  • Background: This study aims to examine the multiple-parallel mediation effects of depression, anxiety, and anger in the relationship between anger-out and interpersonal problems in men. In addition, the purpose of this study was provide a basis for supporting psychological services alongside therapeutic services as a way to increase the overall interpersonal relationship of men. Design: Survey. Methods: This study targeted 208 adult men aged 20 to 59 years. Participants were recruited through online cafe postings, and data were collected by running an online survey link. Based on the collected data, correlations between variables were investigated, and multiple parallel mediation analysis was performed using the model (Model 4) presented by SPSS PROCESS Macro. In addition, the significance of statistics was confirmed by applying the bootstrapping method, and the significance of the indirect effect was confirmed by the Sobel Z test. Results: First, Anger-out in men is related to interpersonal problems(β=.614, P<.001). Second, it can see that anger-out not only increases depression·anxiety, but also increases anger. Third, Anger-out has been shown to increase depression, anxiety, and anger, leading to increasing interpersonal problems. Anger-out had a significant effect on depression, anxiety(β=.324 P<.001), and anger(β=.551, P<.001), and depression, anxiety(β=.239, P<.001), and anger (β=.318, P<.01) had a significant effect on interpersonal relationship problems. Lastly, it can be seen that men's anger-out is experienced more as anger than depression or anxiety. Conclusion: When providing medical services to men, I believe that if externally expressed anger is addressed along with therapeutic treatment, invisible depression can also be intervened and a more positive prognosis can be expected

Predicting Factors of Nurses' Intention to Care for COVID-19 Patients based on the Theory of Planned Behavior: The Moderating Effect of Perceived Behavior Control (계획된 행위이론 기반 COVID-19 환자 간호의도 예측요인: 지각된 행위통제의 조절효과)

  • Ahn, Beob Wang;Yu, Mi
    • Journal of Korean Clinical Nursing Research
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    • v.30 no.1
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    • pp.24-34
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    • 2024
  • Purpose: This study aimed to identify factors influencing nurses' intention to care for COVID-19 patients based on the theory of planned behavior, and to test the moderating effect of perceived behavior control between attitude, subjective norms, and nurses' intention to care. Methods: The participants were 167 nurses working at two designated hospitals for infectious diseases located in J and C city, South Korea. Data were collected from October 10th to 25th, 2020, and analyzed using independent t-test, ANOVA, and Pearson correlation coefficient, and hierarchical multiple regression analysis. The moderating effect was analyzed using the Process Macro model 1 (95% confidence interval, 10,000 bootstrapping), and a simple slope analysis was performed to identify the moderating effect of perceived behavior control. Results: The factors affecting nurses' intention to care for patients with COVID-19 were attitude toward the behavior (β=.32, p<.001) and perceived behavior control (β=.37, p<.001) in model 1, attitude toward the behavior (β=.28, p<.001) and perceived behavior control (β=.36, p<.001), and perspective taking (β=.26, p<.001) in model 2. The explanation power of this model was 65.0% (F=18.41, p<.001). The moderating effect of perceived behavioral control was statistically significant in the relationship between subjective norms and intention to care for patients with COVID-19 (F=16.37, p<.001). In the simple slope analysis, the reinforcement effect was greatest when the level of perceived behavioral control was at the mean (95% CI=0.46~0.67) and high (95% CI=0.70~1.08). Conclusion: Developing and applying a training program that enhances confidence and improves empathy is necessary to increase nurses' intention to care for COVID-19 patients.