• Title/Summary/Keyword: SPSS PROCESS macro

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Predictors of Blood and Body Fluid Exposure and Mediating Effects of Infection Prevention Behavior in Shift-Working Nurses: Application of Analysis Method for Zero-Inflated Count Data (교대근무 간호사의 혈액과 체액 노출 사고 예측 요인과 감염예방행위의 매개효과: 영과잉 가산 자료 분석방법을 적용하여)

  • Ryu, Jae Geum;Choi-Kwon, Smi
    • Journal of Korean Academy of Nursing
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    • v.50 no.5
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    • pp.658-670
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    • 2020
  • Purpose: This study aimed to identify the predictors of blood and body fluid exposure (BBFE) in multifaceted individual (sleep disturbance and fatigue), occupational (occupational stress), and organizational (hospital safety climate) factors, as well as infection prevention behavior. We also aimed to test the mediating effect of infection prevention behavior in relation to multifaceted factors and the frequency of BBFE. Methods: This study was based on a secondary data analysis, using data of 246 nurses from the Shift Work Nurses' Health and Turnover study. Based on the characteristics of zero-inflated and over-dispersed count data of frequencies of BBFE, the data were analyzed to calculate zero-inflated negative binomial regression within a generalized linear model and to test the mediating effect using SPSS 25.0, Stata 14.1, and PROCESS macro. Results: We found that the frequency of BBFE increased in subjects with disturbed sleep (IRR = 1.87, p = .049), and the probability of non-BBFE increased in subjects showing higher infection prevention behavior (IRR = 15.05, p = .006) and a hospital safety climate (IRR = 28.46, p = .018). We also found that infection prevention behavior had mediating effects on the occupational stress-BBFE and hospital safety climate-BBFE relationships. Conclusion: Sleep disturbance is an important risk factor related to frequency of BBFE, whereas preventive factors are infection prevention behavior and hospital safety climate. We suggest individual and systemic efforts to improve sleep, occupational stress, and hospital safety climate to prevent BBFE occurrence.

Relationship between Perfectionism and Parenting Behavior of Working Mothers: Double Mediating Effects of Work-family Conflict and Parenting Guilt (취업모의 완벽주의와 양육행동 간의 관계: 일-가정 갈등과 양육죄책감의 이중매개효과)

  • Jeong, Youjin;Jeon, Gweeyeon
    • Human Ecology Research
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    • v.56 no.4
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    • pp.377-390
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    • 2018
  • This study examined the double mediating effects of work-family conflict and parenting guilt on the relationship between perfectionism and parenting behavior for working mothers. The survey was conducted on 340 working mothers with 3 to 5 year-old children, who lived in Daegu and Kyungpook Province, Korea. Data were collected through questionnaires on perfectionism, work-family conflict, parenting guilt, and parenting behavior. To analyze the collected data, descriptive statistics, factor analysis, and analysis of variance were conducted by using SPSS 22.0 and Model 6 in PROCESS macro, with bootstrapping method. Work-family conflict and parenting guilt were used as mediators. Children's birth order and household income were controlled throughout the analysis. The major findings of this study were as follows. First, work-family conflict and parenting guilt had inconsistent double mediating effects on the relationship between adaptive perfectionism and positive parenting behavior. Second, work-family conflict and parenting guilt had complete double mediating effects on the relationship between adaptive perfectionism and negative parenting behavior. Third, work-family conflict and parenting guilt did not have double mediating effects on the relationship between maladaptive perfectionism and positive parenting behavior. Finally, work-family conflict and parenting guilt had partial double mediating effects on the relationship between maladaptive perfectionism and negative parenting behavior. The findings provide a better understanding of the relationship between perfectionism and parenting behavior. The results also have implications for providing education for and counseling working mothers with children.

A Convergence Study on the Relationship among Patient Safety Activity Experience, Patient Safety Perception and Willingness to Participate in the General Population (일반인의 환자안전활동 경험, 환자안전인식 및 환자참여 의지 간의 관계에 관한 융합연구)

  • Shin, Sun-Hwa
    • Journal of the Korea Convergence Society
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    • v.11 no.9
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    • pp.405-415
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    • 2020
  • This cross-sectional study investigated the relationship among three factors related to patient safety activities: (1) Experiences, (2) Perceptions, and (3) Willingness to Participate. An online survey was administered to 195 people in November 2019. Participants were admitted to a general hospital within the past year. Patient safety activity experience had a significant direct effect on patient safety perception, and patient safety perception had a significant direct effect on willingness to participate. Patient safety perception thus significantly mediates the relationship between patient safety activity experience and willingness to participate. It is necessary to increase patient safety perception through publicity of and educating on patient safety activities performed by hospitals. Doing so may increase willingness to participate in patient safety activities.

The Effect of Authentic Leadership and Grit on the Happiness and Job Crafting of Social Enterprise Employee - Focused on Social Enterprise in Chungbuk - (진성리더십과 그릿이 사회적기업 구성원의 행복과 직무재창조에 미치는 영향 - 충청북도 사회적기업을 대상으로 -)

  • Ha, Deok-Cheon;Eom, Seong-Jun;Rhee, Shin-Ho
    • Journal of Korean Society of Rural Planning
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    • v.26 no.4
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    • pp.117-129
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    • 2020
  • The purpose of this study is to verify the effect of the authentic leadership of social enterprise leaders on the happiness and job crafting of employees, the mediation effect of job crafting in the authentic leadership of the leader and the happiness of the employees, and the coordination effect by the Grit of the employees. For verification, the relationship between authentic leadership and job crafting, happiness and grit and seven research theories were established. In addition, 47 questionnaires were drawn through prior research on happiness, authentic leadership, job crafting, and grit, and five executives and workers of social enterprises in Chungcheongbuk-do(Province) were surveyed on a five-point Likert scale. The collected survey data were conducted through the SPSS and AMOS for basic statistical analysis. The Macro Process of the bootstrap method was used to verify the mediation effects, the regulated effects. This study has conducted exploratory and confirmatory factor analysis, correlation analysis, structural model analysis through the survey results and the analysis results verify the hypothesizes. The study found that authentic leadership affects the happiness and job crafting of employees, and that job crafting affects the happiness of employees, and the relationship between authentic leaders and employees affects job crafting. It has also been shown that the Grit of its employees affects their job crafting and happiness and also has a mediation effect on job crafting and happiness. In the policy environment of the changing rural development project, the social economy establishment plan for the virtuous circle of resources in the region should be considered, and education programs should be introduced to improve the authentic leadership of the leaders.

Mediation Effects of Health Self-efficacy and Activity Confidence on the Relationship between Body Image and Health Promoting Behavior in Middle School Girls (여중생의 신체이미지와 건강증진행위와의 관계: 건강자기효능감과 활동역량의 매개효과를 중심으로)

  • Ryu, Jeong Lim;Back, Su-Mi
    • The Journal of Korean Society for School & Community Health Education
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    • v.22 no.4
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    • pp.11-24
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    • 2021
  • Purpose: This study aims to explore the mediating effect of the health self-efficacy and activity confidence in the relationship between body image and health promoting behavior in middle school girls. Methods: A descriptive correlational design was used. Participants were 142 in middle school girls. The questionnaire consisted of measuring tools for body image, health promoting behavior, health self-efficacy and activity confidence. The collected data were analyzed using descriptive statistics, independent t-test, one-way ANOVA, Pearson's correlation coefficient and the PROCESS Macro for SPSS 23.0 to verify the multiple mediated effect with a parallel structure. Results: Body image showed a significant positive correlation with health self-efficacy (r=.28, p=.001), activity confidence (r=.45, p<.001) and health promoting behavior (r=.37, p<.001). Health self-efficacy was also significantly correlated with activity confidence (r=.51, p<.001) and health promoting behavior (r=.63, p<.001). Activity confidence was significantly health promoting behavior (r=.67, p<.001). Furthermore, health self-efficacy (B=.35, p<.001) and activity confidence (B=.38, p<.001) showed a mediation effect on the relationship between body image and health promoting behavior. Conclusion: The impact of body image on health promoting behavior in middle school girls was mediated by health self-efficacy and activity confidence. Result suggest that strategies for improving health self-efficacy and activity confidence in middle school girls should be considered when developing an educational program for enhancing their health promoting behavior.

Impact of Depression on Medication Adherence of Patients with Systemic Lupus Erythematosus: Focusing on Mediating Effect of Self-Efficacy and Belief about Medication (전신성 홍반성 루푸스 환자의 우울이 복약순응도에 미치는 영향: 자기효능감과 약물에 대한 신념의 매개 효과를 중심으로)

  • Lee, Su Jin;Ju, Hyeon Ok
    • Journal of Korean Clinical Nursing Research
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    • v.25 no.2
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    • pp.170-178
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    • 2019
  • Purpose: The purpose of this study was to determine the mediating effects of self-efficacy and the belief about medication on the association between depression and medication adherence in patients with systemic lupus erythematosus. Methods: 128 patients aged ${\geq}19years$, who were regular outpatients or admitted patients diagnosed with systemic lupus erythematosus at a tertiary hospital in B city, participated in this study. Data were collected by using a self-administered questionnaire. Testing of mediating effects was analyzed by a parallel redundant mediated model using the PROCESS macro for SPSS version 3.3. Results: They scored an average of $16.71{\pm}11.13$ for depression, $694.14{\pm}170.68$ for self-efficacy, $3.05{\pm}4.60$ for the belief about medication, and $90.14{\pm}15.37$ for medication adherence. The direct effect of depression on medication adherence was not statistically significant, but the indirect effects of depression mediated with self-efficacy and belief about medication were statistically significant. Conclusion: It is necessary to develop and apply a nursing intervention program that can not only relieve depression but also promote self-efficacy and the belief about medication with the objective of improving medication adherence among patients with systemic lupus erythematosus.

Korean Executive Trust, Social Responsibility, and Financial Performance: A Moderated Mediation Model

  • Jang, Sumi
    • Asia-Pacific Journal of Business
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    • v.12 no.1
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    • pp.1-24
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    • 2021
  • Purpose - The purpose of this study is to explore the impacts of Korean executives' trust on a firm's corporate social responsibility (CSR) activities and corporate financial performance (CFP), which depends on their individual social responsibility (ISR). Design/methodology/approach - A survey was conducted, and 273 Korean executives were recruited. I used SPSS version 25.0, AMOS version 26.0, SmartPLS version 3.2., and PROCESS Macro 3.4. to analyze the moderated mediation model. And, the Structural Equation Modelling (SEM) was employed to confirm the proposed relationships in the model. Findings - The results show that Korean executives' trust is positively related to CSR. I also found that Korean executives' trust is positively related to CFP. Moreover, I found that there is a mediating effect of a firm's CSR activities on the trust-CFP relationship. However, I didn't find conditional indirect and direct effects on the relationships among the proposed constructs. The findings overall suggest that Korean executives' trust is such an important mechanism that will affect firm-level CSR and CFP. Research implications or Originality - Although prior studies reveal that executives' trust in their subordinates positively influences cooperation, creativity, and innovation among subordinates in a team, it is still unclear whether executives' trust in their employees or strangers impacts firm-level CSR and CFP. Moreover, not many studies examined the mediating effect of CSR on executives' trust and CFP especially in the Korean context. Therefore, this study intends to fill the knowledge gap by focusing on South Korea. This study also contributes to extant CSR and trust literature, and practically contributes to executives, policy makers, and practitioners in South Korea.

The Effect of Solution-Focused Thinking on Marital Satisfaction of Mothers with Infants Mediated by Father Involvement in Childcare and Marital Conflict (유아기 어머니의 해결중심사고가 배우자 양육참여와 부부갈등을 매개로 결혼만족도에 미치는 영향)

  • Son, Seonghui;Kim, Deuksung;Kwon, Yoona
    • Human Ecology Research
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    • v.59 no.1
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    • pp.1-11
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    • 2021
  • This study investigated the impact of solution-focused thinking on marital satisfaction via mediating roles of father involvement in childcare and marital conflict. A questionnaire survey was conducted among mothers with infants, living in Busan, Daegu and Yangsan, South Korea. Data from 264 mothers were analyzed using several multiple regression analyses and bootstrapping method with SPSS 25.0 and PROCESS macro (model 6) to test the serial double mediation model. The results of this study are as follows. First, mothers' solution-focused thinking had a significant direct and indirect positive influence on marital satisfaction through both father involvement in childcare and marital conflict. Second, the sequential mediating effects of father involvement in childcare and marital conflict were statistically significant in the relationship between solution-focused thinking and marital satisfaction. The model accounted for 60% of the variance in mothers' marital satisfaction. The results highlight the importance of solution-focused thinking that can enhance the marital satisfaction of mothers with infants and act as a resource for increasing father involvement in childcare and decreasing marital conflict. Based on the results, it is necessary to include solution-focused thinking, father involvement in childcare, and marital conflict as key elements in the intervention to improve marital satisfaction of mothers with infants.

Moderating effects of clothing-related barriers experienced by North Korean refugees on the relationship between their self-esteem and acculturation in South Korea (북한이탈주민의 자아존중감과 한국 사회 적응의 관계 - 한국에서 경험한 의생활 어려움의 조절효과를 중심으로 -)

  • Choi, Yun Jung;Jang, Seyoon;Lee, Yuri
    • The Research Journal of the Costume Culture
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    • v.28 no.6
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    • pp.845-857
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    • 2020
  • As the number of North Korean refugees increases in South Korean, their acculturation to life in their host country is coming to be an important social issue. This study explores some clothing-related barriers experienced by North Korean refugees and their moderating effects on acculturation to South Korea. Data were collected using a self-administered survey of 163 female and 37 male North Korean refugees in South Korea aged 20 to 69 years. Descriptive analyses, t-tests, ANOVA, Duncan tests, and moderated multiple regression were conducted using SPSS 20.0 and Process Macro v.3.3. The results show that the North Korean refugees who participated in the study had experienced clothing-related barriers regarding fashion terminology and shopping rituals in South Korea. In particular, those in their 60s perceived more clothing-related barriers than those in their 20s and 30s. Next, the clothing-related barriers experienced by North Korean refugees have a negative moderating influence on the relationship between self-esteem and acculturation in South Korea. This study provides a deeper understanding of the relationship between fashion and the acculturation of North Korean refugees to South Korea. The results of the study can be also helpful of government policy makers, practitioners, and academics to develop education programs for North Korean refugees.

Updated Theory of Planned Behavior in Predicting Parents' Intentions to Vaccinate Their Sons in Elementary School against Human Papillomavirus (초등학생 아들에 대한 부모의 인유두종바이러스 백신접종 의도와 예측요인: 개정된 계획된 행위이론의 적용)

  • Kang, Eun Hee;Lee, Eun-Hyun
    • Research in Community and Public Health Nursing
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    • v.32 no.2
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    • pp.195-204
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    • 2021
  • Purpose: This study was to determine how attitude, subjective norm, and perceived behavioral control (PBC) were related to parents' intentions to vaccinate their sons in elementary school against human papillomavirus (HPV), applying the updated theory of planned behavior. Two hypotheses were examined: PBC would moderate the relationship of attitude to intention and subjective norm to intention, respectively. Methods: This was a cross-sectional study with 231 participants recruited in November, 2018. Inclusion criteria for the participants were parents with 5th-6th grade boys in elementary schools. The moderation effects of the hypotheses were analyzed using the PROCESS macro for SPSS. Results: PBC significantly moderated the relationship of attitude to intention on HPV vaccination. The simple effect of attitude to intention was significant under three different levels of the PBC (low, moderate, and high), but the magnitudes of the relationships were not homogeneous. The magnitude of the relationship between attitude and intention was the lowest for the parents with the low level of the PBC. In the relationship of subjective norm to intention on HPV vaccination, the moderating effect of the PBC was not supported. Subjective norm and PBC directly predicted the intention on HPV vaccination. Conclusion: In order to promote the parents' intentions to vaccinate their sons in elementary school against HPV, we need a program that can improve parents' attitude, subjective norm, and PBC, requiring special attention to the parents with the low PBC.