• Title/Summary/Keyword: Hierarchical Multiple Regression Analysis

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Stress and Well-Being in Mothers of Children with Diabetes Mellitus : The Mediating or Moderating Effect of Optimism (당뇨아동 어머니의 스트레스와 안녕감의 관계에 미치는 낙관성의 매개 및 조절효과)

  • Kim, Dong Won;Ju, Hyeon Ok
    • Journal of Home Health Care Nursing
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    • v.24 no.2
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    • pp.160-168
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    • 2017
  • Purpose: Optimism is an important psychological variable that functions positively in stress adaptation process. The purpose of this study was to identify either a mediating or moderating effect of optimism in the relationship between stress and well-being among mothers of children with diabetes mellitus. Methods: A sample of 109 mothers of children with diabetes mellitus was recruited in a tertiary hospital in B city and they completed self-reported questionnaires. Multiple regression analysis models were used to test the mediating and moderating effects of optimism in the relationship between stress and well-being. Results: The results of the multiple and hierarchical regression analysis showed that the role of optimism was examined a partial mediator of the relation between stress and well-being, not a moderator. Increased stress was associated with decreasing optimism and well-being, and increased optimism predicted increased well-being among mothers of children with diabetes mellitus. Conclusion: Optimism is more likely to play a role as mediator, rather than as a moderator. This finding suggests the importance of optimism in improving the well-being of mothers of children with diabetes mellitus.

Effect of Role Conflict on Job Satisfaction by Comprehensive Nursing Care Service Ward Nurse: Moderating and Mediating Effect of Resilience (간호·간병통합서비스 병동간호사의 역할갈등이 직무만족에 미치는 영향: 회복탄력성의 조절 및 매개효과)

  • Lee, So Hee;Seol, Roma;Kim, Min Hye
    • Journal of Korean Critical Care Nursing
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    • v.14 no.3
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    • pp.50-61
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    • 2021
  • Purpose : This study aimed to identify the moderating and mediating effects of resilience on the relationship between role conflict and job satisfaction among nurses working in a comprehensive nursing care service ward. Methods : Participants were 130 comprehensive nursing care service ward nurses from four hospitals. Data were collected using structured questionnaires and analyzed by t-test, ANOVA, Scheffe test, Pearson correlation coefficients, and hierarchical multiple regression analysis, using SPSS 25.0. The mediating effect of resilience on the relationship between role conflict and job satisfaction was analyzed using multiple regression analysis according to Baron and Kenny's procedure. Results : Statistically significant negative correlations were found between role conflict and resilience (r=-.25, p<.007) and between role conflict and job satisfaction (r=-.38, p<.001). A significant positive correlation was found between resilience and job satisfaction (r=.54, p<.001). A partial mediating effect of resilience was found between role conflict and job satisfaction (Z=-2.53, p=.012) but no moderating effect was found. Conclusion : To improve the job satisfaction of comprehensive nursing care service ward nurses, interventions for alleviating role conflict and improving resilience as well as evaluations of the two variables are necessary.

Factors Affecting on Death Anxiety in Elderly Cancer Survivors : Focusing on Ego Integrity, Depression and Awareness of Good Death (노인 암 생존자의 죽음불안에 영향을 미치는 요인 : 자아통합감, 우울, 좋은 죽음에 대한 인식을 중심으로)

  • Lim, Heon Suk;Yoo, Jae Soon
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.21 no.1
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    • pp.197-207
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    • 2020
  • The purpose of this study was to identify the predictors of death anxiety among community-dwelling elderly cancer survivors in Korea. This study was a descriptive correlation study with 216 elderly cancer survivors who live in the jurisdiction of community health centers in Chugbuk province. Data of this study were collected from February 27 to March 15 2019 by a structured questionnaire. The data were analyzed using independent t-test, one-way ANOVA, Pearson's correlation coefficient, and hierarchical multiple regression. In the results, the mean score of death anxiety was 2.47±0.39 out of 4.0, while that of ego integrity was 2.60±0.29, depression 6.35±4.0, and awareness of a good death 2.97±0.35. Based on the hierarchical multiple regression analysis, subjects' awareness of a good death had the greatest impact on death anxiety (β = 0.255, p < .001), followed by depression (β = 0.185, p = .020) and religion (no= 1; β= 0.148, p = .021). These factors explained 16.4% of death anxiety (F=8.04, p<.001). Therefore, the results of this study are expected to be utilized as basic data for developing an intervention program that will be designed to reduce the death anxiety in elderly cancer survivors.

The Relationship Between the Social Network of Community-living Elders and Their Health-related Quality of Life in Korean Province

  • Lim, Jun Tae;Park, Jong-Heon;Lee, Jin-Seok;Oh, Juhwan;Kim, Yoon
    • Journal of Preventive Medicine and Public Health
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    • v.46 no.1
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    • pp.28-38
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    • 2013
  • Objectives: This study aimed to collect information that will help enhance the social networks and improve the quality of life among elderly people by observing the relationship between their social network and health-related quality of life (HRQoL) and by analyzing social network factors affecting HRQoL. Methods: This study was based on the 2008 Community Health Survey in Yeoncheon County. Three hundred elders were included in the study population. We compared the revised Lubben Social Network Scale (LSNS-R) score and Euro quality of life-5 dimensions health status index by demographic characteristics and chronic disease prevalence. We analyzed the data using multiple regression and tobit regression by setting the HRQoL as the dependent variable and social network and other characteristics as the independent variables. We analyzed social network factors by using factor analysis. Results: The LSNS-R score differed significantly according to age and existence of a spouse. According to the results from the hierarchical multiple regression analysis, the LSNS-R explained 0.10 of the variance and LSNS-R friends factor explained 0.10 of the variance. The tobit regression indicated that the contribution of the LSNS-R family size factor to the regression coefficient of the independent variable that affected the HRQoL was $B_T$=2.96, that of the LSNS-R family frequency factor was $B_T$=3.60, and that of LSNS-R friends factor was $B_T$=5.41. Conclusions: Social networks among elderly people had a significant effect on HRQoL and their networks of friends had a relatively higher effect than those of family members.

An Effect of Personal Assistance Services for the Disabled Persons upon the Burdens of Raising a Family - Focusing on Family Resilience Control Effect - (활동보조서비스가 가족부양부담에 미치는 영향 -가족탄력성 조절효과-)

  • Shin, Jun Ok
    • 재활복지
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    • v.18 no.4
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    • pp.95-117
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    • 2014
  • This study aims to examine the effects of personal assistance services(physical activity support, homemaking activity support, social activity support) on caregiver burden and determine whether family resilience(family belief system, family cohesion, interaction) has a moderating effect between personal assistance services and caregiver burden, thereby presenting a reference data which can be used to seek a practical measure for handicapped welfare. This study was conducted on 200 primary caregivers with disabled family members of rank 1 or 2 in east, west, south, and north Gyeonggi-do using personal assistance services. Data was collected in 2013 from April 1 to May 15, and was analyzed using the SPSS 19.0 statistics program in which a moderated multiple regression analysis based on exploratory factor analysis, confirmatory factor analysis, and hierarchical regression analysis was performed. The primary conclusions of this study were as follows; First, the use of physical activity support was showed to have a positive effect in reducing family burden related to disabled care. Second, personal assistance services exhibit significant moderator effects related to family burden in family belief systems and family cohesion.

Factors Influencing the Use of Multiple Childcare for Working Mothers with Preschool Children (미취학아동을 둔 취업모 가정의 보육·교육서비스 다중이용에 영향을 미치는 요인)

  • Kim, Eunji;Ahn, Jaejin
    • Korean Journal of Human Ecology
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    • v.22 no.5
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    • pp.419-431
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    • 2013
  • This study examined the childcare use pattern of the working mothers with preschool children and the factors affecting their use of multiple childcare. The 7th wave data of "Korea Welfare Panel Study" were analyzed for this study. The working mothers with preschool children were selected from the data set and a total of 292 working mothers were included in the analysis. More than 70% of the working mothers were using only one kind of childcare, mostly childcare center and kindergarten and 22.5% of the mothers were using more than two of childcare arrangements. Child factors, maternal factors, household factors, and economic factors were included in the hierarchical logistic regression model in the presented order to predict the use of multiple childcare. The results showed that the child's age and maternal education were positively related to the use of multiple childcare, while whether both parents live with the child, number of children within household, and the poverty status were negatively related to the use of it. Based on these results, we can confer that the main motive for multiple childcare use is to provide various experiences for their children.

Effects of Young Children's Multiple Intelligences and Temperament on their Play Behaviors (유아의 다중지능과 기질유형이 놀이행동에 미치는 영향)

  • Cha, Hye Kyung;Shin, Nary
    • Korean Journal of Childcare and Education
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    • v.12 no.3
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    • pp.79-97
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    • 2016
  • The purpose of this study was to investigate the effects of children's multiple intelligences and temperaments on their play behaviors. In order to achieve this, 155 mothers and 21 teachers of children aged 4 to 6 years old were invited to participate in an observe-reported survey. The data were analyzed using descriptive statistics, Cronbach's ${\alpha}$, Pearson's correlation, and hierarchical regression analysis using SPSS version 18.0. It was found that both multiple intelligences and temperament types have partial influences on play behaviors of young children; it was confirmed that among multiple intelligences of children, logical-mathematical intelligence influences onlooker behaviors in a positive way, body-kinesthetic intelligence has a positive effect on rough-and-tumble play, and musical intelligence positively affects social play during free-choice play. Also, children with a difficult temperament were more likely to participate in solitary play than children with a slow temperament. These results imply that teachers' guidance and involvement of children's play should differ by types of temperament and levels of multiple intelligence in children.

A Study on the Variables associated with Leadership Life Skills in Nursing Students (간호대학생의 리더십생활기술 관련변인에 관한 연구)

  • Lee, Mi-Ryon
    • Journal of Digital Convergence
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    • v.14 no.1
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    • pp.65-73
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    • 2016
  • The objective of this study was to investigate factors influencing leadership life skills of self esteem and club activities by nursing students. Participants were 331 nursing students in 3 cities. The data were analyzed with the SPSS/Win 20.0 programs, using descriptive statistics, Pearson's correlation coefficients and multiple regression. Findings revealed that; 1) Pearson's correlation revealed a significant association among leadership life skills and self esteem; 2) hierarchical multiple regression analysis showed self esteem and major satisfaction significantly influenced leadership life skills in nursing students. The regression model explained 29.6% of leadership life skills. These findings can be utilized to development of strategies for increasing leadership life skills of nursing students.

Influence of Social Support and Illness Perception on Depression among Hospitalized Older Adults Prior to Discharge from an Acute Care Hospital (퇴원을 앞둔 노인 환자의 사회적 지지와 질병지각이 우울에 미치는 영향)

  • Yeom, Jeung Heui;Shin, Yong Soon
    • Korean Journal of Adult Nursing
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    • v.29 no.3
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    • pp.246-255
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    • 2017
  • Purpose: This study was designed to identify factors affecting depression among hospitalized older adults prior to discharge from an acute care hospital. Methods: This descriptive study included adults aged 65 or older who were hospitalized in a general hospital in Seoul, Korea. Depression was measured by the Short Form Geriatric Depression Scale and illness perception was evaluated by the Brief Illness Perception Questionnaire. Social support was examined using the Perceived Geriatric Social Support Scale. Data were collected from August 25 to October 12, 2015. Data analysis included descriptive statistics, independent t-test, Kruskal-Wallis test, Pearson's correlation coefficient, and hierarchical multiple regression. Results: Among a total of 120 participants, 57 patients (47.5%) experienced depression. Mean depression score was $7.37{\pm}3.67$. Depression was associated with illness perception (r=.53, p<.001), social support (r=-.19, p=.043), number of admission due to the recurrence (r=.31, p=.001), and time to recognize discharge plan (r=.25, p=.044). In hierarchical multiple regression, illness perception (${\beta}=.45$, p<.001) and time to recognize discharge plan (${\beta}=.21$, p=.039) were predictors of depression (F=7.68, p<.001, Adjusted $R^2=.38$). Conclusion: The findings of this study suggest that management of illness perception and timely notice of discharge are important to reduce depression in hospitalized elderly patients.

Predictors of Postpartum Depression: Prospective Cohort Study (산후우울증 관련요인: 전향적 코호트 연구)

  • Youn, Ji Hyang;Jeong, Ihn Sook
    • Journal of Korean Academy of Nursing
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    • v.43 no.2
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    • pp.225-235
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    • 2013
  • Purpose: This prospective cohort study was done to investigate recall bias to antepartum variables measured at postpartum periods and predictors of postpartum depression. Methods: Participants were 215 women who answered a self-administered questionnaire which included demographics, Postpartum Depression Predictors Inventory-Revised and Korean version of Edinburgh Postpartum Depression Scale at antepartum 36-40 weeks and postpartum 2 weeks and 6 weeks. Data were analyzed using kappa, and hierarchical multiple logistic regression. Results: Agreement between antepartum variables at both antepartum and two postpartum periods was relatively high (${\kappa}$=.55- .95). Postpartum depression rates were 36.3% and 36.7% at two follow-up points. In hierarchical multiple logistic regression analysis, prenatal depression (OR=4.32, 95% CI: 1.41-13.19; OR=5.19, 95% CI: 1.41-19.08), social support (OR=1.40, 95% CI: 1.18-1.66; OR=1.27, 95% CI: 1.06-1.53) and maternity blues (OR=4.75, 95% CI: 1.89-11.98; OR=4.22, 95% CI: 1.60-11.12) were commonly associated with postpartum depression at two follow-up points. Child care stress (OR=1.85, 95% CI: 1.01-3.37) was only associated with postpartum depression at 2 weeks postpartum and pregnancy intendedness (OR=1.57, 95% CI: 1.09-2.27) was only associated with postpartum depression at 6 weeks postpartum. Conclusions: The results indicate a need to apply nursing interventions such as prenatal education and counseling with families from antenatal period.