• Title/Summary/Keyword: Stepwise 회귀분석

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The Effect of Needs for Professional Development and Organizational Climate on Organizational Socialization (병원간호사가 지각하는 성장욕구와 조직분위기가 조직사회화에 미치는 영향)

  • Song, Young Shin;Lee, Mi Young
    • Journal of Korean Clinical Nursing Research
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    • v.16 no.3
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    • pp.51-61
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    • 2010
  • Purpose: The purpose of this study was to determine the effect of needs for professional development and organizational climate on organizational socialization of clinical nurses. A cross-sectional analysis were performed to assess the factors affecting organizational socialization. Methods: The data used in this study were obtained from clinical nurses who were employed in a hospital (N=606). Using multiple regression, we tested variables to assess their effects on organizational socialization in this sample. The data were analyzed using descriptive test, t-test, ANOVA, Pearson correlation coefficiency and stepwise multivariate regression. SPSS 17.0 program was utilized for data analysis. Results: The mean scores of organizational socialization, needs for professional development and organizational climate were statistically differed by career ladder, educational level and position. Organizational socialization had significant positive correlations with the needs for professional development (r=.332, p<.01) and organizational climate (r=.523, p<.01). Those variables including career ladder explained 33.4% of organizational socialization. Conclusion: Our findings indicate that organizational socialization of clinical nurses could be enhanced by meeting the needs for professional development and organizational climate. Developing innovative educations for encouraging clinical nurses' carrier development and creating a positive organizational climate are mandated for clinical nurses to have constructive organizational socialization.

Analysis of Ecological Factors Affecting School Life Satisfaction of Commercial High School Students (상업계열 고등학생들의 학교생활만족도에 영향을 미치는 생태체계 변인 분석)

  • Kim, Leejin;Chang, Inhee
    • The Journal of the Korea Contents Association
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    • v.16 no.7
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    • pp.135-145
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    • 2016
  • This research intended to investigate, from an ecological perspective, significant predictors affecting school life satisfaction. The subjects were 312 students(2nd grade) of commercial high school in Kyonggido. Data collected by questionnaire survey were analyzed by SPSS Win 22.0 and descriptive statistics, correlation analysis, hierarchical linear regression, and stepwise regression were conducted. There were 21 independent variables: 8 organism variables (self-competence, interpersonal skills, internal control, mood awareness, emotional expression, empathy, emotional regulation, emotional capability), 9 microsystem variables(school variables: the relationship with teachers, school learning, classroom climate, school welfare facilities, school environment/peer variables: peer relationship/family variables: family functioning, education level of fathers, economic status), 2 mesosystem variables(parent-teacher relationship, parent-children's peer relationship), 1 exosystem variables(satisfaction with Korean educational system), 1 macrosystem variables(Korean's primal belief in educational achievement). The results are as follows; the significant variables were the relationship with teachers, satisfaction with Korean educational system, peer relationship, emotional capability, parent-teacher relationship($R^2=45.3%$); and the effect of microsystem was the strongest($R^2=35.7%$). This research is meaningful of analyzing school life satisfaction of commercial high school in terms of ecological perspective.

Factors Influencing on College Life Adjustment of Nursing Students (간호학생의 대학생활적응에 영향을 미치는 요인)

  • Jeong, In-Ju;Lim, Semi
    • Journal of Convergence for Information Technology
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    • v.11 no.4
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    • pp.64-73
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    • 2021
  • The purpose of this study was to identify the influencing factors on college adjustment of nursing students. Data were collected using questionnaires from 334 students who were 1st and 2nd years in the nursing college in G city, from April 8 to May 13, 2019. These result were analyzed for significance using t-test, ANOVA, Pearson's correlation, and stepwise multi regression from the SPSS program. Significant relationships were found among professor-student relationship, self-esteem, stress coping, and college adjustment in nursing students. The results of stepwise multiple regression indicates that stress coping and professor-student relationship predicts 48.4% in college adjustment. In conclusion, it is necessary to develop a program that encourage to cope with stress and improve the interaction between professors and students in order to enhance college life adjustment for nursing students.

The Relationship between Depression and Dysphagia among Community-Dwelling Older Adults (지역사회 거주 노인의 우울과 연하장애의 관계)

  • Young-Mi Lee
    • Journal of Industrial Convergence
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    • v.20 no.12
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    • pp.39-47
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    • 2022
  • The purpose of this study was to investigate the level of depression and dysphagia among the community-dwelling older adults and to find the relationships between depression and dysphagia. The study was cross-sectional survey and participants were 159 older adults above 65 years of age recruited by convenience sampling in two cities. The data were analyzed using descriptive statistics, t-test, ANOVA, Pearson's correlation coefficient, and Stepwise multiple regression. According to results, the average score of participant's depression were 4.56. There was a significant correlation between depression and dysphagia. Multiple regression analysis showed that self-rated health status(𝛽=-.210, p=.019), dysphagia(𝛽=.202, p=.006), number of chronic diseases(𝛽=.188, p=.015), and oral condition(𝛽=-.174, p=.041) were significant factors of depression. These variables explained 23.9% of depression. Therefore, effective health management strategies considering self-rated health status, dysphagia, chronic diseases, and oral condition should be established to reduce depression in the elderly.

Depression and Social Support among Adults in Jeju Province, South Korea (제주지역 성인의 사회적 지지와 우울)

  • Park, Eun-Ok
    • Journal of agricultural medicine and community health
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    • v.36 no.1
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    • pp.25-35
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    • 2011
  • Objectives: This study aimed to compare depression and social support according to general characteristics and to investigate the influence of social support on depression. Methods: This study analyzed raw data from a project funded by Jeju Province. Data were collected through home visit interview with 750 households selected by using a randomized cluster sampling method. CES-D was used to measure depression, and the Medical Outcomes Study Social Support Survey was used to measure social support. The data of 1,155 subjects were analyzed using t-test, ANOVA, and regression. Results: The mean was 11.35 for depression and 75.53 for social support. Women showed a higher depression score and a lower social support score than men did. Older people; the divorced or the bereaved; and those in groups comprising people with lower education, lower social class, poor health, or high stress presented higher depression and lower social support. The result of stepwise regression showed that social support was one of the predictive variables of depression, and 22% of variance was explained by social support in this study. Conclusions: Social support was a powerful predictive variable of depression, and it was suggested that to prevent and manage depression, strategies that enhance social support should be developed and evaluated.

A Convergence Study on Influencing Factors of Paid Care Service: Andersen's Behavioral Model (유급 간병서비스 이용 영향요인에 관한 융복합적 연구: Andersen's Behavioral Model)

  • KIM, Han-Kyoul;Kim, Sung Kuk;Shim, Hyun-Jin;Lee, Hee Myung;Rhee, Hyunsill
    • Journal of Digital Convergence
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    • v.15 no.4
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    • pp.327-337
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    • 2017
  • The purpose of this study is to identify the current state of paid care services and to identify the factors that affect the utilization of private nursing services. This study constructed and utilized the Korean Health Panel data (2011-2014) in the form of panel data, and selected 5,110 patients who had experience using one or more hospitalization services per year. STATA 12.0 SE was used for data processing and analysis of this study. Frequency analysis was performed to confirm basic characteristics of hospitalized patients. Cross-analysis and t-test were conducted to confirm the status of paid care services according to characteristics. Respectively. Finally, panel logistic regression was performed by applying a hierarchical method to stepwise modeling the three categories of Andersen's Behavioral Model to identify factors affecting the use of paid care services for inpatients. The results showed that the use of paid nursing services was higher in women, elderly, long - term hospitalized and disabled. On the other hand, significant household income variables in private employment did not show significant results. The results of this study are expected to be used as basic data for the selection of the nursing care integrated services under discussion. In addition, detailed discussions on the selection of subjects should be made in the future.

Influencing Factors for Post-traumatic Growth in Patients with Breast Cancer (유방암 환자의 외상 후 성장 영향 요인)

  • Choi, Sung-Hee;Lee, Young-Whee
    • The Journal of the Korea Contents Association
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    • v.16 no.11
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    • pp.499-509
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    • 2016
  • This study was undertaken to investigate the factors that influence post-traumatic growth in patients with breast cancer. The study subjects were 100 outpatients with breast cancer who visited the outpatient clinic of a university hospital. The instruments used for this study were Korean Post-traumatic Inventory (K-PTGI), Modified Medical Outcomes Study Social Support Survey (mMOS-SS), Self-Efficacy Scale for Self-Management of Breast Cancer (SESSM-B) and Cancer Coping Questionnaire (CCQ). The data were analyzed by t-test, ANOVA, Pearson-correlation coefficient, and stepwise multiple regression using SPSS/WIN 21.0. The mean score of post-traumatic growth was $3.4{\pm}0.9$ out of 5. Post traumatic growth had statistically significant correlation with social support, breast cancer self-management self-efficacy, and coping behavior. In stepwise multiple regression analysis, post-traumatic growth was significantly influenced by therapeutic compliance related self-efficacy and positive reframing coping behavior and it was account for 29% of the total variance. These results suggest that these influencing factors should be considered in developing the nursing intervention to improve the post-traumatic growth in patient with breast cancer.

A Convergence Study on Factors Influencing Health-related Quality of Life in Patients with Chronic Neck Pain (만성경부통증 환자의 건강관련 삶의 질 영향요인에 대한 융합연구)

  • Park, Hyun-Hyang;Song, In-Ja
    • Journal of the Korea Convergence Society
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    • v.9 no.6
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    • pp.299-310
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    • 2018
  • A Convergence study was conducted to investigate the factors influencing the health-related quality of life in patients with chronic neck pain and to present a strategy for effective program development. The participants of this study were 92 patients with chronic neck pain in a region and collected data by self-reported questionnaire. Data were analyzed using PASW 18.0 program, that descriptive statistics, t-test, ANOVA, correlation analysis and stepwise multiple regression analysis were performed. According to the results of stepwise multiple regression, the identified influencing factors were disability(${\beta}=-.403$, p<.001), depression(${\beta}=-.313$, p<.001), age(${\beta}=-.194$, p=.008), muscle disorder(${\beta}=-.176$, p=.009), education(${\beta}=-.151$, p=.043) with health-related quality of life in patients with chronic neck pain. The explanatory power($R^2$) by 5 variables was 67.1%(F=38.118, p<.001). It was found that it is important to consider the individual characteristics, physical function improvement and psychological support for improving the health-related quality of life in patients with chronic neck pain. Therefore, it is necessary to develop a health promotion program based on the factors influencing on the health-related quality of life and analyze its application effect.

Factors Influencing the quality of life in thyroid cancer patients after thyroidectomy (갑상선암 수술환자의 삶의 질에 영향을 미치는 요인)

  • Jeong, Jeong-Sook;Kim, In-Sook;Lee, Eun-Seon
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.16 no.8
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    • pp.5442-5451
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    • 2015
  • The purpose of this study was to examine the affection factors of quality of life in thyroid cancer patients after thyroidectomy. The subject of this study were 125 patients with thyroid cancer who were receiving operation and outpatient medical examination in general hospital in Gwangju city. Data were analysed using descriptive statistics, t-test, one-way ANOVA, Sheffe test, Pearson correlation analysis and stepwise multiple regression analysis using SPSS 21.0 program. The significant factors influencing quality of life were depression(${\beta}=-0.39$, p<.001), spiritual fatigue(${\beta}=-0.30$, p<.001) and physical fatigue(${\beta}=-0.24$, p<.001), which explained 57.2% of the quality of life. Therefore, it is necessary to develop nursing intervention program reducing fatigue and depression for thyroid cancer patients after thyroidectomy.

The Factors Affecting the Perceived Symptoms of Temporomandibular Disorders in Academic High School Students (일부 인문계 고등학생들의 측두하악장애 자각증상 관련 영향요인)

  • Ji, Min-Gyeong
    • Journal of Convergence for Information Technology
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    • v.11 no.10
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    • pp.215-222
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    • 2021
  • The purpose of this study was to analyze the factors affecting the awareness of temporomandibular disorders in high school students and to provide basic data for the development of easy-to-access program to help the management of temporomandibular disorders. For data collection, convenience sampling was performed among academic high school students in Daejeon and North Jeolla Province to complete a self-administered questionnaire from December 1 to 30, 2019. The statistical analysis was conducted by t-test, one-way ANOVA, and Pearson correlation. Stepwise multiple regression analysis was conducted. Oral parafunctional habits were positively correlated with trait anxiety and both of them were positively correlated with the perceived symptoms of temporomandibular disorders. The most influential factors on the awareness symptoms of temporomandibular disorders in high school students were oral parafunctional habits, health habits, and trait anxiety. It is necessary to make positive communication and intervention, which meets high school age, in coping well with anxiety and managing oral parafunctional habits and apply an oral health promotion program that involves socio-psychological efforts to prevent them.