• 제목/요약/키워드: The variance of the multiple regression model

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지역사회 거주 여성 독거노인의 삶의 의미 관련 요인 (Factors associated with Meaning in Life among Elderly Female Community Dwellers Living Alone)

  • 이시은;김분한
    • 지역사회간호학회지
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    • 제27권3호
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    • pp.221-230
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    • 2016
  • Purpose: This study was conducted to examine the factors associated with meaning in life among elderly female community dwellers aged 65 or older who were living alone. Methods: A quota sample of 222 elderly female living alone was recruited. Data were analyzed with descriptive statistics, independent t-test, one-way ANOVA, Welch's test, Pearson's correlation, and multiple regression using the SPSS 22.0 program. Results: The factors associated with meaning in life included age, education level, perceived economic status, perceived health status, social support, and loneliness. This regression model explained 66% of the variance in meaning in life. Conclusion: Based on the results, comprehensive nursing intervention programs for enhancing meaning in life are required.

아파트 단지 경로당의 공간 특성과 사회적 기능 (The Relationship of Spatial Characteristics and Social Functions of Elderly Center in Apartment Complex)

  • 양세화;류현주
    • 한국주거학회논문집
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    • 제26권1호
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    • pp.11-18
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    • 2015
  • The purpose of this research is to analyze the relationships between spatial characteristics and social functions of elderly center in apartment complex. The data for the analysis were collected from July 3 to 13, 2012 in Ulsan by interviewing 177 elderly persons from 56 elderly centers in apartment complex, and were analyzed with descriptive statistics, analysis of variance, and multiple regression analysis. The eleven questions for social functions of elderly center were developed by the researchers based on the related literatures and were categorized into four factors including kinship, social interaction, leisure activity, and community belonging. The social functions of elderly center were found to be evaluated moderately appropriate except for the community belonging. The results of the multiple regression analysis of total social functions of elderly center provide strong support for the model. Five variables (one-person household, health condition, location of the center, floor plan of the center, and user organization) are shown to be significantly related to total social functions of the elderly center.

시멘트 사업장 생산직 남자 근로자의 건강증진행위 (Health Promotion Behavior of the Labor Workers at the Cement Manufacturing Company)

  • 이선혜;전미영
    • 보건교육건강증진학회지
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    • 제21권3호
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    • pp.35-51
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    • 2004
  • The purpose of this study was to identify the health promotion behavior(HPB) of the labor workers at the cement manufacturing company based on the Health Promotion Model by Pender(1996). Data were collected by self-reported questionnaire from 180 blue workers at the 2 cement factories under the permission of data collection and cooperation with managers in the factories. For data analysis, Descriptive statistics, t-test, ANOVA, Pearson correlation, Multiple regression with SPSS/PC + 10.0 version were used. The results were as follows: 1. The average scores for the HPB, consisted of 6 subdimensions was 2.74. The highest mean score was 2.88 in 'Exercise' and the lowest on was 2.58 'Responsibility of health'. 2. The score of the HPB was statistically different according to educational level(p<.00l), perceived health status(p<.00l) and satisfaction of working environment(p<.05). 3. HPB was positively related to age(p<.05), perceived health status(p<.00l), job satisfaction(p<.05), and satisfaction of working environment(p<.05), while it showed negative correlation with educational level(p<.01). 4. According to the results of multiple regression analysis, factors affecting HPB were perceived health status and education level explained 20.3% of variance. From this research findings, we need to different approach in develop health promotion program of Cement manufacturing company workers and focusing on improvement to job satisfaction and satisfaction of working environment.

Factors Affecting the End-of Life Care Competency of Tertiary Hospital Nurses

  • Jeong, Da-In;Eun, Young
    • Journal of Hospice and Palliative Care
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    • 제23권3호
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    • pp.139-150
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    • 2020
  • Purpose: The purpose of this study was to investigate the levels of end-of-life care competency; knowledge, attitudes, and experiences regarding advance directives; perceptions of good death; and end-of-life care obstacles and supportive behaviors among tertiary care nurses. Methods: The participants were 150 nurses at a tertiary hospital in Jinju, Korea. The data collected using a questionnaire were analyzed using descriptive statistics, the t-test, analysis of variance, Pearson correlation coefficients, and stepwise multiple regression in SPSS for Windows version 24.0. Results: The mean (±SD) score of end-of-life care competency was 3.63 (±0.53) on a 5-point scale. A significant difference in end-of-life care competency was found according to whether nurses had experienced the death of a family member or acquaintance (P=0.029). According to stepwise multiple regression analysis, the factors affecting end-of-life care competency were the frequency of end-of-life care supportive behaviors (β=0.38, P<0.001), experience with advance directives (β=0.29, P<0.001), and marriage (β=0.15, P=0.039). This model had an explanatory power of 27.9% (F=18.87, P<0.001). Conclusion: In order to improve nurses' end-of-life care competency, it is important to strengthen end-of-life care supportive behaviors by exposing nurses to those behaviors and providing frequent experience with advance directives.

치과기공사의 조직 내 갈등 및 직무 만족이 이직 의도에 미치는 영향 (The influences of organizational conflict and job satisfaction on the turnover intention of dental technicians)

  • 김경임
    • 대한치과기공학회지
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    • 제42권3호
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    • pp.290-297
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    • 2020
  • Purpose: This study aimed at exploring the impacts of organizational conflict and job satisfaction on the turnover intention among dental technicians. Methods: This study utilized a descriptive research design. A structured questionnaire was administered to 159 dental technicians. Of the collected questionnaires, data from 127 valid questionnaires were analyzed using t-tests, analysis of variance, Pearson's correlation coefficient, and hierarchical multiple regression using the IBM SPSS 20.0 statistical package. Results: A positive correlation was identified between organizational conflict and turnover intention (r=0.46, p<0.001); however, a negative correlation was shown between job satisfaction and turnover intention (r=-0.50, p<0.001). A hierarchical multiple-regression model was employed to analyze working hours, unfair treatment from dentists and dental hygienists, organizational conflict, and job satisfaction, which contributed to providing an explanation to 39% of the turnover intention of dental technicians (F=14.16, p<0.001). Furthermore, organizational conflict (β=0.32, p<0.001), job satisfaction (β=-0.31, p=0.003), and working hours (β=0.21, p=0.010) were all shown to affect turnover intention. Conclusion: The impact of the negative consequences of organizational conflict and working hours on the turnover intention should be considered within core strategies for increasing the turnover periods for dental technicians.

능형회귀분석을 활용한 부동산 헤도닉 가격모형의 정확성 및 해석력 향상에 관한 연구 - 서울시 구로구 아파트를 대상으로 - (Using Ridge Regression to Improve the Accuracy and Interpretation of the Hedonic Pricing Model : Focusing on apartments in Guro-gu, Seoul)

  • 구본상;신병진
    • 한국건설관리학회논문집
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    • 제16권5호
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    • pp.77-85
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    • 2015
  • 헤도닉 가격 모형은 부동산 가격에 영향을 미치는 여러 요소를 모델링하는데 활용되는 대표적 방법이다. 부동산 가격은 전용면적, 방의 개수, 주차공간과 같은 내재적 속성 뿐 아니라 주변 선호/비선호시설의 존재여부에 따라 영향을 받는다. 주변 입지시설의 경우, 그 영향을 파악하기 위해서는 해당 부동산과의 인접거리를 설명변수로 사용하게 된다. 그러나 다수의 입지시설이 인접해 있는 경우에는 설명 변수 간 다중공선성이 발생하는 문제가 존재한다. 본 연구에서는 분산팽창지수 및 능형회귀분석을 이용해 다중공선성을 파악하고 유의한 설명변수를 선별하는데에 활용하였다. 이들 기법을 서울시 구로구 아파트들에 적용한 결과, 전철 차량 기지, 디지털 단지 및 위도에 해당하는 변수간의 다중공선성을 파악하였으며, 능형회귀분석을 통해 적합한 변수들을 체계적으로 선정할 수 있었다. 본 사례를 통해 상기 기법들이 더 정확하고 적정한 헤도닉 가격 모형을 구축하는데 중요한 보완적 기능을 해준다는 것을 알 수 있다.

상급초보 간호사의 감정노동과 극복력이 재직의도에 미치는 영향 (Effects of Emotional Labor and the Resilience on Retention Intention among Advanced Beginner-Stage Nurses)

  • 박해진;김춘자
    • 근관절건강학회지
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    • 제30권2호
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    • pp.103-110
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    • 2023
  • Purpose: The present study examined the psycho-emotional factors that affect the retention intention among advanced beginner-stage nurses. Methods: A cross-sectional study was conducted using a convenience sample of 118 nurses with a work experience of at least one to three years of work experience in a university hospital in Suwon, Korea. Structured questionnaires were used to assess retention intention, emotional labor, and resilience. Multiple regression analysis was used to examine factors affecting retention intention. Results: Retention intention had a moderate mean score (4.75 out of 8). Factors influencing participants' retention intention were founded in the order of resilience (β=.29, p<.001) and emotional labor (β=-.20, p=.011) after adjusting nursing satisfaction as a covariate. The multiple regression model accounted for 42% of the variance in retention intention (p<.001). Conclusion: Resilience and emotional labor may be primary factors influencing retention intention of advanced beginner-stage nurses. Therefore, this study finding suggested that psycho-emotional factors such as emotional labor and resilience should be considered while designing programs to increase nurses' retention intention.

남성 생산직과 사무직 근로자의 운동행위에 영향을 미치는 요인: Pender의 건강증진 모형을 활용 (Factors Influencing Exercise Behavior of the Male Manual Worker and Office Worker based on Health Promotion Model)

  • 양승경;하영미;정미라
    • 한국직업건강간호학회지
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    • 제24권3호
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    • pp.235-244
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    • 2015
  • Purpose: The purpose of this study was to identify factors influencing exercise behaviors of the male manual workers and office workers based on health promotion model by examining the relationships among them, and then to provide basic information for developing exercise program. Methods: The 97 laborers and 99 officiers were collected from two worksites. Data were analyzed using descriptive statistics, t-test, ANOVA, Pearson's correlation coefficients and multiple regression. Results: Male laborers' exercise behavior was significantly influenced by exercise self-efficacy, exercise social support and exercise experience over 3 months, and these factors explained 50.2% of the total variance. Male officiers' exercise behavior was significantly influenced by exercise self-efficacy, subjective health status, perceived exercise barriers and exercise social support, and they explained 47.3% of the total variance. Conclusions: Based on the findings that exercise self-efficacy and exercise social support commonly influence exercise behavior of male laborers and officiers, there is a need to develop an exercise program to improve exercise self-efficacy and exercise social support.

건강증진행위의 영향요인 분석 -위암환자중심 - (Predicting Health-Promoting Behaviors in Patients with Stomach Cancer)

  • 오복자
    • 대한간호학회지
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    • 제25권4호
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    • pp.681-695
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    • 1995
  • It has been noted that a genetic alteration of cells influenced by unhealthy lifestyle In addition to a series of other carcinogens increases various neoplasmic diseases. Therefore the importance of lifestyle that minimizes such impact on health should be emphasized. Since stomach cancer, the most common neoplasmic disease in Korea, is re-lated to the Korean lifestyle and as there's a possibility of its recurrence, people with stomach cancer need to lead a healthy lifestyle. The purpose of this study is to provide a basis for nursing intervention strategies to promote health promoting behaviors that are constructive to a healthy lifestyle. A multivariate model was constructed based on the fender's health promotion model and Booker's health belief model by including influential factors such as hope. The sample was composed of 164 patients with stomach cancer who visited outpatient clinics of a university hospital in Seoul. The following instruments were used in the study after some adaptation : Wallston and others' multidimensional health locus of control scale Laffrey's health conception scale, Lawston and others' health self- rating scale, Walker and others' health promotion lifestyle profile and Rogenberg's self esteem scale. In addition Moon's health belief scale was used with some modification. For self efficacy, the present author constructed a self-efficacy scale based on previous research. The above mentioned instruments were tested in a pilot study with 24 patients with stomach cancer. The reliabilities of instruments were tested with Cronbach's alpha(0.574∼0.949). Data were analyzed using a SAS program (or Pearson correlation coefficients, descriptive correlational statistics and stepwise multiple regression. The results are as follows : 1. The scores on the health promoting behavior scale ranged from 55 to 145 with a mean of 107.91 (S. D : 16.50). The mean scores(range 1-4) on the different dimensions were nutrition 3.14, exercise 2.48, stress management 2.69, health responsibility 2.65, interpersonal relationship 2.878E self actualization 2.85. 2. There were significant correlations among all the predictive variables & the health promoting behavior (r=.20-.55, p〈.01) 3. Stepwise multiple regression analysis showed that : 1) Hope was the main predictor and accounted for 29.8% of the total variance. 2) Self efficacy, perceived barriers & self esteem accounted for an additional 14.6% of the total variance. 3) Hope, self efficacy, perceived barriers & self esteem altogether accounted for 44.3% of the total variance. In conclusion, hope, self efficacy, perceived barriers & self esteem were identified as important variables that contributed to promote health promoting behavior.

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The Effects of the Nursing Practice Environment and Self-leadership on Person-centered Care Provided by Oncology Nurses

  • Shin, Sun-Ui;Yeom, Hyun-E
    • Journal of Hospice and Palliative Care
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    • 제24권3호
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    • pp.174-183
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    • 2021
  • Purpose: This study aimed to investigate the effects of the nursing practice environment and self-leadership on person-centered care provided by oncology nurses. Methods: This cross-sectional study included 145 nurses who worked in oncology wards at eight university hospitals in Seoul, Daejeon, and Chungcheong Province with at least six months of experience. Data were collected using a self-administered survey and analyzed using descriptive statistics, Pearson correlation coefficients, the t-test, analysis of variance, and hierarchical multiple regression analysis in SPSS version 26.0. Results: Person-centered care was significantly correlated with the nursing practice environment (r=0.27, P<0.001) and self-leadership (r=0.40, P<0.001), and the nursing practice environment was correlated with self-leadership (r=0.380, P<0.001). Hierarchical multiple regression analysis showed that the nursing practice environment was a significant predictor of person-centered care (β=0.31, P<0.001), after adjusting for covariates including monthly salary, total clinical career, and the position of oncology nurses. Self-leadership was a significant predictor of person-centered care (β=0.34, P<0.001) after controlling for the nursing practice environment, along with covariates. The final model explained 18.7% of the variance in personcentered care. Conclusion: Our findings emphasize the importance of the nursing practice environment and nurses' self-leadership for providing person-centered care in oncology care units. Educational programs to reinforce nurses' self-leadership and administrative support for nursing practice are necessary to improve oncology nurses' capability to provide person-centered care.