• Title/Summary/Keyword: Hayes PROCESS macro

검색결과 51건 처리시간 0.023초

대학생이 지각한 부모통제가 진로성숙도에 미치는 영향: 자기결정성과 자기효능감의 다중매개효과를 중심으로 (The Effects of Parental Control Perceived by College Students on Career Maturity: Focusing on Multiple Mediating Effects of Self-Determination and Self-Efficacy)

  • 정은혜;임지영
    • Human Ecology Research
    • /
    • 제59권3호
    • /
    • pp.325-340
    • /
    • 2021
  • The purpose of this study was to examine that multiple mediating effects of self-determination and self-efficacy in the relationship between the parental control and career maturity. In the study, 747 university students in Daegu, Busan and Seoul area were surveyed on their perceived level of parental control, career maturity, self-determination and self-efficacy. Data were analyzed using descriptive statistics, one-way ANOVA, and Pearson correlation analysis with SPSS 25.0 program, Hayes'Process Macro program and bootstrapping. The major results of this study were as follows; First, there were significant differences in college student's career maturity by grade, major, experience in career-related services and part-time job experience period. Second, there were significant correlations between parental control(behavioral control and psychological control), career maturity, self-determination and self-efficacy. Third, self-determination and Self-efficacy had multiple mediating effects in the relationship between parental control and career maturity. In conclusion, this study found multiple mediating effects of self-determination and self-efficacy in the relationship between parental control(behavioral control and psychological control) and career maturity. It was also found that parental behavioral control had a positive effect on career maturity by increasing self-determination and self-efficacy while parental psychological control had a negative effect on career maturity by decreasing self-determination and self-efficacy.

다문화 청소년의 문화적응 스트레스가 삶의 만족도에 미치는 영향: 이중문화 수용태도, 자아존중감, 사회적 위축의 순차적 다중 매개효과 -2016년 다문화 청소년패널조사 이용- (Effect of Acculturative Stress on Multicultural Adolescents' Life Satisfaction: Sequential Multiple Mediating Effects of Bicultural Acceptance Attitude, Self-Esteem, and Social Withdrawal -Using the 2016 Multicultural Adolescents Panel Study-)

  • 김수미;김현옥
    • 대한간호학회지
    • /
    • 제52권3호
    • /
    • pp.324-340
    • /
    • 2022
  • Purpose: This study determined acculturative stress' effect on the life satisfaction of multicultural adolescents based on Roy's Adaptation Model and some earlier studies. Further, it examined the sequential multiple mediating effects of bicultural acceptance attitude, self-esteem, and social withdrawal on life satisfaction. Methods: Participants included 1,163 multicultural adolescents who participated in the sixth Multicultural Adolescents Panel Study. A hypothesis test was conducted using Hayes' Process Macro Model 81. Results: Life satisfaction increased with a decline in acculturative stress. Each of bicultural acceptance attitude, self-esteem, and social withdrawal had a single mediating effect on the relationship between acculturative stress and life satisfaction in multicultural adolescents. The sequential multiple mediating effects of bicultural acceptance attitude and self-esteem were confirmed significant after their impact on the relationship between acculturative stress and life satisfaction was analyzed. Bicultural acceptance attitude and social withdrawal were found to have a significant sequential multiple mediating effect on the relationship, as well. Conclusion: This study's results demonstrate that acculturative stress reduction is critical to improving multicultural adolescents' life satisfaction. Bicultural acceptance attitude, self-esteem, and social withdrawal have a single mediating or sequential multiple mediating effect on the relationship between multicultural adolescents' acculturative stress and life satisfaction. The findings, which highlight mediating effects, indicate that by increasing bicultural acceptance attitude and self-esteem, and reducing social withdrawal, multicultural adolescents' life satisfaction can be improved.

코로나바이러스감염증-19로 인한 두려움, 사회적 거리두기가 여성의 자살 생각에 미치는 영향: 우울의 매개효과 (Effects of Fear of Coronavirus Disease 2019 and Social Distancing on Women's Suicidal Ideation: Mediating Effect of Depression)

  • 김효연;박한종
    • 대한간호학회지
    • /
    • 제52권4호
    • /
    • pp.464-475
    • /
    • 2022
  • Purpose: This study aimed to identify the mediating effects of depression amid the influence of fear and social distancing arising from Coronavirus disease 2019 (COVID-19) in Korean women's suicidal ideation. Methods: A descriptive correlation study was conducted. Study participants, recruited by Hankook Research from March 2 to March 5, 2021, included 300 women aged 19 to 49 living in South Korea, and 100 people were randomly allocated and enlisted for each age group out of 700,000 Hankook Research Panels recruited in advance from 17 cities and provinces nationwide. Data were collected through a self-reported questionnaire and analyzed using Pearson's correlation coefficient and Hayes' Process Macro Model 4 with 95% bias-corrected bootstrap confidence interval via SPSS statistics 27.0. Results: Suicidal ideation was significantly correlated with fear of COVID-19 (r = .16, p = .006) and depression (r = .65, p < .001). The mediation effect of depression in the relationship between the fear of COVID-19 and suicidal ideation was found to be significant (B = 0.40, boot 95% CI: 0.21~0.61). However, social distancing did not significantly affect suicidal ideation via depression (B = - 0.79, boot 95% CI: - 1.94~0.26). Conclusion: It is necessary to develop and apply interventions to prevent depression and suicidal behaviors by continuously observing and reducing the negative psychological responses caused by COVID-19.

Factors influencing the health-related quality of life in Korean menopausal women: a cross-sectional study based on the theory of unpleasant symptoms

  • Kang, Ji-Hyun;Kim, Moon-Jeong
    • 여성건강간호학회지
    • /
    • 제28권2호
    • /
    • pp.100-111
    • /
    • 2022
  • Purpose: Based on the theory of unpleasant symptoms (TOUS), this study aimed to examine the direct effect of antecedent factors on health-related quality of life (HRQoL) and its indirect effect via symptoms in Korean women during the late menopausal transition (MT) and early postmenopause. Methods: This cross-sectional survey employed a descriptive correlational research design. The respondents were 152 middle-aged women 40 to 60 years with an intermenstrual interval of 60 days or more (late MT) or less than 5 years from the last menstrual period (early postmenopause). The respondents were recruited through convenience sampling in Busan, Korea, from December 1, 2020, to January 31, 2021. Based on the TOUS, self-report data were collected on perceived health status, psychological distress, social support, menopausal symptoms, and HRQoL. The collected data were analyzed using descriptive statics, independent t-test, one-way analysis of variance, Pearson's correlation coefficient, and the Hayes' PROCESS macro. Results: TOUS was supported on this sample (n=152) of Korean women during the late MT and early postmenopause. Perceived health status, psychological distress, and social support had significant direct relationships with HRQoL. Menopausal symptoms had significant indirect relationships between antecedent factors (perceived health status, psychological distress, and social support) and partially mediated HRQoL. Conclusion: The findings of this study indicate that menopausal symptoms play an important role as an intervening factor of HRQoL in women during the late MT and early postmenopause. Therefore, women need an integrated program that manages antecedent factors and menopausal symptoms to improve HRQoL in these menopausal stages.

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

  • 강지윤;강민주
    • Human Ecology Research
    • /
    • 제62권1호
    • /
    • pp.101-120
    • /
    • 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.

치유체험프로그램이 만족도에 미치는 영향에 관한 연구: 체험비용과 체험시간을 중심으로 (A Study on the Effect of Healing Experience Program on Satisfaction: Focused on Experience Cost and Experience Time)

  • 안혜정;강순아
    • 벤처창업연구
    • /
    • 제17권3호
    • /
    • pp.183-200
    • /
    • 2022
  • 본 연구는 치유농업 분야에서 치유체험프로그램이 만족도에 미치는 영향에 관한 연구이다. 농촌 체험프로그램을 개발 하는데 있어서 치유 체험프로그램을 구성하는 어떤 요인이 만족도에 영향을 미치는지와 치유체험프로그램의 마케팅관점에서 어느 정도의 참여시간과 참여비용이 치유체험프로그램의 만족도에 미치는지에 대한 영향을 실증분석하고자 한다. 치유 체험프로그램의 체험비용과 체험시간이 만족도에 미치는 영향에 대하여 연구해 봄으로써, 치유체험프로그램의 개발 방향성을 제시하고자 한다. 이를 위하여 체험비용과 체험시간을 매개변수로 하는 치유체험프로그램이 만족도에 미치는 영향을 실증분석함으로써 농촌 체험프로그램의 개발 시 우선적으로 고려해야 할 부분에 대한 이론적 기반을 제시한다. 체험프로그램의 하위요인으로 오락적 체험, 교육적 체험, 일탈적 체험, 심미적 체험이 있으며, 매개변수로 체험시간, 체험비용이 있으며, 종속변수로 만족도를 두었다. 또 한 설문대상자의 인구통계학적 변수를 통제변수로 설정하여 연구결과의 신뢰성을 확보하였다. 조사대상은 치유체험프로그램에 관심이 있거나 인지하고 있는 불특정 다수를 대상으로 수집한 설문지 중 유효한 314명을 대상으로 실증분석을 시행하였다. SPSS v22.0을 사용하였으며, 매개 효과를 검정하기 위하여 Baron & Kenny(1986)의 3단계 검증법과, Andrew F. Hayes(2018)의 SPSS PROCESS Macro Model No.4 검증 방법을 적용하여 분석결과에 대하여 비교함으로써 매개 효과에 대한 신뢰성을 확보하였다. 연구결과 교육적 체험(𝛽=.134, t=1.759*)이 체험비용에 정(+)의 영향을 미치는 것으로 나타났으며, 심미적 체험(𝛽=.144 t=1.684*)이 체험시간에 정(+)의 영향을 미치는 것으로 나타났다. 또한 교육적 체험(𝛽=.239, t=4.112***)이 만족도에 정(+)의 영향을 미치는 것으로 나타났으며, 심미적 체험(𝛽=.330 t=4.921***)이 만족도에 정(+)의 영향을 미치는 것으로 나타났다. 체험시간은 심미적 체험과 만족도 사이에서 부(-)의 비일관적 매개 효과를 미치는 것으로 나타났다. 즉 심미적 체험이 만족도에 미치는 총 효과는 𝛽=.330 t=4.921***이며, 체험시간을 매개변수로 투입 시 직접효과(𝛽=.349 t=5.241***)는 총효과에 비해 𝛽=.019 만큼 증가한 반면, 간접효과(𝛽=-.019)로 부(-)의 매개 효과를 미치는 것으로 나타났다.

중국 서비스 종업원의 내재적 동기와 종업원 창의성, 직무성과 : 동료지원의 조절적 매개모형 (Bridging Service Employee's Intrinsic Motivation and Job Performance : A Moderated Mediation Model)

  • 강성호;허원무
    • 유통과학연구
    • /
    • 제16권5호
    • /
    • pp.71-81
    • /
    • 2018
  • Purpose - Our research aims to investigate the mediating effect of employee creativity on the relationship between intrinsic motivation and job performance using relationship using Chinese department salespeople samples. Another objective of this study is to be clear boundary conditions that strengthen or weaken the effects of intrinsic motivation on work outcomes (i.e., employee creativity and job performance). Drawing on JD-R theory, we suggest that the two types of coworker support play differential moderating roles in the intrinsic motivation, employee creativity relationship by increasing or decreasing job resources and demands in different ways. Research design, data, and methodology - This empirical study data were collected from gathered from a sample of full time salespeople in China. A total of 550 questionnaires were distributed and 300 responses were collected, indicating a response rate of 84.0%. Working with a sample of 300 salespeople working in a department store in China. SPSS 18.0, Process 2.16 Macro, and M-Plus 8.0 software were used in the data analysis. Descriptive statistics were used to evaluate the distribution of the employee profiles and correlations between variables. M-Plus 8.0 software was used to test the model fit, validity and reliability of the variables. Finally, all research hypotheses was estimated by SPSS Macro 2.16. Results - To test our research hypotheses, we employed an analytical strategy suggested by Hayes (2013; 2015) and Shrout and Bolger (2002). In this study, we tested the relationship between intrinsic motivation and job performance throughout employee creativity. Results showed intrinsic motivation and job performance was partially mediated by employee creativity. The positive relationship between intrinsic motivation and employee creativity when coworker emotional support was high than when it was low. In contrast, the positive association between intrinsic motivation and employee creativity was stronger when coworker instrumental support was low than when it was high. Coworker emotional and instrumental support further moderated the indirect effect of intrinsic motivation on job performance through employee creativity. Conclusions - This study extends the conceptual model and empirical researches in coworker supports literature by representing a fundamental mechanism of how salespeople's intrinsic motivation and job performance throughout employee creativity.

인지된 동네 무질서가 청소년의 문제행동에 미치는 영향 -청소년의 부모관계 스트레스의 매개효과- (The effects of perceived neighborhood disorder on problem behavior among adolescents -The mediating effects of parent-child stress-)

  • 정선희;유조안
    • 한국아동복지학
    • /
    • 제56호
    • /
    • pp.1-32
    • /
    • 2016
  • 본 연구는 청소년의 부모관계 스트레스가 인지된 동네 무질서와 문제행동의 관계를 매개하는지 검증하기 위해 수행되었다. 이에 대한 연구 가설은 관련 선행연구와 Pearlin(1999)의 스트레스 과정 모델을 기초로 설정되었다. 활용된 자료는 한국청소년정책연구원의 '한국청소년패널조사(KYPS) 중2 패널 4차년도 데이터'이며, 연구대상은 2,301명의 만16세~만18세 청소년이었다. 가설검증을 위해 Baron과 Kenny(1986)의 분석방법에 따라 회귀분석 및 Sobel test를 실시하고, 추가적으로 Hayes(2013)의 'PROCESS procedure for SPSS' macro를 활용하여 부트스트래핑(bootstrapping)을 실시하였다. 연구 결과, 청소년의 부모관계 스트레스는 인지된 동네 무질서와 문제행동을 부분 매개하는 것으로 나타났다. 인지된 동네 무질서의 수준이 높을수록 청소년은 불안 우울과 공격성을 더 경험하는 것으로 나타났으며, 인지된 동네 무질서의 수준이 높을수록 부모관계 스트레스의 수준이 높아지는 것으로 나타났다. 또한, 인지된 동네 무질서가 통제된 상태에서, 부모관계 스트레스 수준이 높을수록 청소년의 불안 우울과 공격성의 수준이 높아지는 것으로 나타났다. Sobel test 및 부트스트래핑 실시 결과, 청소년의 부모관계 스트레스는 인지된 동네 무질서와 불안 우울의 관계, 인지된 동네 무질서와 공격성의 관계를 부분 매개하는 것으로 나타났다. 이에 따라, 사회복지적인 관점에서 청소년 문제행동을 예방하고 완화하기 위한 연구의 함의와 한계가 논의되었다.

여성 관리자의 자기결정적 직무동기가 직무성과에 미치는 영향: 직무창의성과 창의적 자아효능감의 조절적 매개모형 (The Effects of Female Service Managers' Self-determined Motivations on Job Performance)

  • 강성호;허원무;김민성
    • 유통과학연구
    • /
    • 제16권12호
    • /
    • pp.69-80
    • /
    • 2018
  • Purpose - Our primary goal of this study is to investigate the positive relationship between female managers' self-determined motivations (i.e., RAI: relative autonomy index) and job performances with the mediation of their job creativity in service industries. This study also examines the moderating role of creative efficacy on the relationship between female managers' self-determined motivations and creativities. Finally, based on mediation and moderation hypotheses, we also tested moderating effect of creative efficacy on the mediation effect of job creativity. Research design, data, and methodology - Drawing on SDT(Self-determination theory) and COR(conservation of resources) theories, we developed three research hypotheses. Service female managers from a several service organizations(i.e. banking, retailing, and restaurant/hospitality service) in South Korea were surveyed using self-administered instrument for data collection. A total of 331 usable questionnaires were obtained after list-wise deletion. To test reliability and validity of measurement model, we employed the CFA(confirmatory factor analysis) using M-plus 8.1 Software. Also, internal consistency was tested by Cronbach's α. We, furthermore, used the SPSS PROCESS MACRO 2.16, which was suggested by Hayes (2013; 2015), to test mediation, moderation, and moderated mediation. Results - Our results revealed that self-determined motivation and job performance were positively and fully mediated by job creativity. Furthermore, the positive relationship between female managers' self-determined motivations and job creativities was stronger when their creative self-efficacies were high than when it was low. In addition, female managers' creative self-efficacies also amplified the positive relationship between their self-determined motivations and job performances with the mediation of job creativity. Conclusions - Our research empirically elaborated the previous model of self-determined motivation and manager/female creativity literature by presenting the findings that female managers' self-determined motivations significantly influence their job performances via job creativity and that creative self-efficacy effectively strengthen these positive impacts. Also, our research offered new insight for practitioners (i.e. top service managers) by suggesting that they may enhance female service managers' job performance if they pay more attention to employee creativity in service marketing.

고객접점직원의 고객무례경험이 서비스 성과에 미치는 효과: 감정소진과 정서조절역량의 역할을 중심으로 (The Effect of Frontline Employees' Experienced Customer Incivility on Service Performance)

  • 김민성;허원무;김병수
    • 유통과학연구
    • /
    • 제17권8호
    • /
    • pp.107-118
    • /
    • 2019
  • Purpose - The present study examines the effect of service employees' experienced customer incivility through their emotional exhaustion. We identified service employees' emotion regulation ability as a boundary condition (i.e., moderating variable) that decreased the positive relationship between service employees' experienced customer incivility and their emotional exhaustion. Furthermore, we also investigated the negative relationship between service employees' experienced customer incivility and their service performance via emotional exhaustion. Research design, data, and methodology - Drawing on AET (affective event theory) and COR (conservation of resources) theory, we developed three research hypotheses (i.e., mediation, moderation, and moderated mediation). Online panel survey data from 552 frontline employees at several service organizations (e.g., department stores, retail stores, hotels, restaurants, airlines, banking, insurance company, and etc) in South Korea were examined. To assess two types of validity (i.e., convergent and discriminant validity) and reliability of measurement model, we employed the CFA (confirmatory factor analysis) using M-plus 8.2 software. Internal consistency also was tested by Cronbach' α. In addition, we employed the SPSS PROCESS MACRO 2.16, which was recommended by Hayes (2013, 2015), to estimate mediation, moderation, and moderated mediation effects. Results - As predicted, the negative relationship between service employees' experienced customer incivility and their service performance was mediated by emotional exhaustion. Furthermore, service employees' emotion regulation ability also played a significant moderating role of the relationship between service employees' experienced customer incivility and emotional exhaustion, such that this relationship was less pronounced when service employees had a high level of their emotion regulation ability than when thir emotion regulation ability was low. Service employees' emotion regulation ability further moderated this mediation effect of service employees' experienced customer incivility on service performance through emotional exhaustion. These findings have theoretical implications for employees' experienced customer incivility and emotion regulation ability research and provide managerial implications for practitioners. Conclusions - This study empirically elaborated the previous model of service employees' experienced customer incivility and personal resource (e.g., emotion regulation ability) literature by presenting the findings that service employees' experienced customer incivility influences their service performance via emotional exhaustion and that emotion regulation ability effectively reduces this negative effect.