• Title/Summary/Keyword: Stepwise multiple regression analysis

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The Effect of Husband's Emotional Support on Postpartum Mother's Depression who had immigrated to the United States (이민 산모가 인지한 배우자지지 행위가 산후 우울에 미치는 영향)

  • Kim, Tae-Im
    • Journal of Haehwa Medicine
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    • v.5 no.2
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    • pp.485-496
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    • 1997
  • This study explored the relationships between Husband's emotional support and the mother's postpartum depression. The purpose of this study was to contribute to theoretical understanding of the relationships among these two variables and eventually to direct the planning of nursing care that enhance the health status of mothers in the postpartum period. Data were collected from January to June, 1995, with 47 postpartum Korean mothers in NewHampshire state in The United States of America. Postpartum depression was measured by Jung's Self-rating Depression Scale and husband's support was measured by Husband's support scale developed by Cho, Young Sook. Postpartum depression and husband's support were measured by postpartum mothers on the 3rd postpartum day and 2 weeks. The data were analysed by an SPSS computerized program and Percentages, t-test, paired t-test. ANOVA, Pearson correlation coefficients, and Stepwise multiple regression were used. The result of this study were summerized as follows ; 1. Mother's postpartum depression was greater at two weeks than the 3rd day (t=-2.64, p<.05). 2. Mother's percieved husband's supportive behavior was lower at 2 weeks than the 3rd day(t=-3.14,p<.01) 3. The higher the husband's supportive behavior, the lower the postpartum mother's depression (r=-2650,-2845;p<.01) 4. In this study, variables related to the mother's postpartum depression were husband's support, how much the husband liked the baby, occupation, and the knowledge of how to care for the baby. 5. In addition, by using Stepwise multiple regression analysis, it was determined that the main influencing factors on the postpartum depression. The variables - husband's support, how much the husband liked the baby and job made it possible to explain 48.61% of variance in postpartum depression. In conclusion, this study revealed that husband's support is an important factor that decrease the immigrant mother's postpartum depression.

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Convergence Analysis on The Determinants of Reuse Intention in Patients Visiting a Dentist (치과 내원 환자들의 재이용 의사에 영향을 미치는 결정요인에 관한 융합 분석)

  • Ji, Min-Gyeong
    • Journal of Convergence for Information Technology
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    • v.7 no.4
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    • pp.1-9
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    • 2017
  • The purpose of this study, is to identify the factors affecting reuse intention, determine the accurate demand of suppliers and consumers for qualitative dental care service, and identify the cyclic factors positively affecting one another. The data were analyzed by SPSSWIN 18.0, t-test and one way ANOVA, Pearson correlation and Stepwise multiple regression. Human service quality was significantly positively correlated with service value (r=0.609) and reuse intention (r=0.627) and service value was significantly positively correlated with reuse intention (r=0.645). The higher service value, the higher human service quality, the lower medical service discrimination, the higher level of reuse intention, which accounted for 56.9%. Therefore, it is necessary to make optimal maintenance of the system from the broad viewpoint of dental care in general and apply it in practice by developing good methods steadily.

The Anthropometric Factors in Isokinetic Peak Torque of Young Female Dancers (무용전공 여대생들의 등속성 최대우력에 영향을 미치는 인체계측적 요인)

  • Won, Jong-Im;Lee, Young-Jung
    • Physical Therapy Korea
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    • v.14 no.3
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    • pp.41-47
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    • 2007
  • Dance movements consist of combinations of movements such as jumping, rotation, maintaining balance, leg lifts, and plantar flexion with toe shoes. Dance movements require great muscle strength of lower extremities as well as muscular endurance. The purposes of this study were to investigate correlation between the anthropometric variables and the peak torque in young female dancers and to identify variables that affect isokinetic peak torque. Twenty-six female dancers ($19.7{\pm}1.2$ years of age) performed concentric maximum force efforts on the knee extensors and flexors at $60^{\circ}/sec$ and $120^{\circ}/sec$, the ankle plantar flexors (PF) and dorsiflexors (DF) at $30^{\circ}/sec$ and $120^{\circ}/sec$. Antropometric variables such as age, height, weight, body mass index (BMI), thigh girth, calf girth and duration of dance training were measured. To identify antropometric variables related to muscle strength, Pearson correlations were computed and a stepwise multiple regression analysis was performed. Pearson correlation coefficients of Knee extensor at $60^{\circ}/sec$ and $120^{\circ}/sec$ revealed moderate positive associations with BMI and thigh girth. Pearson correlation coefficients of ankle PF revealed low-to-moderate positive associations with height. Ankle DF also revealed moderate positive associations with BMI and calf girth. The main predictor variables of knee extensor at 60/sec, were stepwise multiple regression, age, height, thigh and girth.

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A Comparative Study on Health Promotion Behaviors and Affecting Factors of Aged Women in Urban and Rural Area (도시와 농촌지역 여성노인의 건강증진행위와 관련요인 비교)

  • Yun, Soon-Nyoung;Lee, Ji-Yun
    • Research in Community and Public Health Nursing
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    • v.16 no.1
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    • pp.13-22
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    • 2005
  • Purpose: The purpose of this study is to compare health promotion behavior and influencing factors between aged women of rural areas and urban areas, to investigate factors affecting their behavior, and to provide the primary data for developing heath enhancing program that is appropriate for the population. Method: A survey was conducted on 221 aged women 100 from urban areas and 121 from rural area. The data were collected through a questionnaire and interview. Descriptive statistics, ANOVA and multiple stepwise regression were found by using SPSS PC Win. Package. Result: There were significant difference of factors relating health promotion behavior in Pender model between the aged women in urban areas and rural areas, urban women showed higher scores in factors such as previous heath relating behavior, perceived confidence, self-efficacy, social support, satisfaction with marriage, situational influence, and behavioral plan involvement, while rural women showed higher scores in the factors of fixed idea regarding gender role, perceived disabled feeling, and activity related emotions. At the subscale of HPLP, interpersonal relation, nutrition, health responsibility, stress management, spiritual growth of rural group was lower than urban group. With the multiple stepwise regression analysis, commitment to a plan of action, social support, activity related affect, self efficacy were proved to be significant to urban group, while commitment to a plan of action. activity related affect, social support, sex-role stereotype were proved to be significant to rural group statistically. Conclusion: There were differences of health promotion behavior and influencing factors between aged women in urban areas and rural areas and women in rural areas were found to have more weakness than women in urban areas. With the results, it is concluded that health promotion programs for aged woman should be designed differently between urban and rural area regarding the factors affecting health promotion behaviors.

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Factors Influencing Eating Disorders of College Women (여대생의 섭식장애에 영향을 미치는 요인에 관한 연구)

  • Sung, Mi-Hae
    • Journal of the Korean Society of School Health
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    • v.18 no.1
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    • pp.71-82
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    • 2005
  • Purpose: This study was undertaken in order to examine relations of eating disorders, health locus of control of college women, and to determine factors affecting eating disorders of college women. Method: The subjects were 282 students at a university in Busan. The instrument used for this study was a questionnaire on general characteristics, eating disorders (24 items), health locus of control (11 items) and self-esteem (10 items). Data were analyzed using means, percentages, t-test, ANOVA, Pearson correlation coefficients and stepwise multiple regression with a SPSS WIN 11.0 program. Result: Depending on BMI, there was no obese subject, 62.0% of the subjects were underweight, and 37.9% were normal. Over 40% of the subjects perceived them to be overweight while 62.1% of the women were underweight as defined by BMI. The total mean score of anorexia was higher than bulimia nervosa. There were significant differences in eating disorders according to BMI, perceived view of appearance, body satisfaction, experienced weight-control, and predictors of weight control method. Eating disorders showed a significant negative correlation with health locus of control and self-esteem. Stepwise multiple regression analysis revealed that the most powerful predictor of eating disorders was BMI. Experienced weight control, health locus of control and self-esteem and body appearance had significant effects on eating disorders. These predictive variables of eating disorders explained 27% of variance. Conclusion: The result of this study showed that eating behaviors among college women developed into eating disorders or were seriously disturbed. Therefore, to prevent eating disorders, health education should be provided to college women in relation to eating behaviors for health management.

Factors affecting maternal functioning among early postpartum women (산후 초기여성의 모성기능에 미치는 영향요인)

  • Ban, Min-Kyung;Yeo, Jung-Hee
    • Journal of the Korea Convergence Society
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    • v.12 no.9
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    • pp.323-330
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    • 2021
  • Purpose: This study aimed to identify the maternal functioning and related factors among early postpartum women. Methods: In this cross-sectional study, 243 women recruited from three women's hospitals. Participants completed a structured questionnaire in on-line or off-line between 6 and 12 weeks postpartum. Data were analyzed using descriptive statistics, the t-test, analysis of variance, Pearson correlation coefficients, and stepwise multiple regression with SPSS for Windows ver. 25.0. Results: The mean score for the maternal functioning was 73.28±16.78 out of 120 points. Maternal functioning was associated with postpartum depression (r=-.57 p<.001), and spousal and family support (r=.54, p<.001). According to the stepwise multiple regression, postpartum depression (β=-0.43, p<.001), spouse and family support (β=0.39, p<.001), employment (β=0.12, p=.012) and delivery method (β=-0.10 p=.026) had a significant relationship with the maternal functioning among postpartum women. These variables had an explanatory power of 49.0% for maternal functioning. Conclusion: It is necessary to develop and implement a maternal intervention program focused on alleviating postpartum depression and improving spouse and family support. This study will be the starting point for various studies by identifying the maternal functioning of postpartum women for the first time in Korea.

Self-Efficacy, Career Identity and Professional Self-Concept of Nursing Students (간호대학생의 자기효능감, 진로정체감과 전문직자아개념)

  • Chae, Myung-Ock
    • Journal of Digital Convergence
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    • v.17 no.7
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    • pp.147-156
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    • 2019
  • This study was conducted to understand the relationship among self-efficacy, career identity and professional self-concept of nursing students. Data were collected from 175 nursing students in the 3rd and 4th grades of the nursing students by questionnaire method. The analysis method was stepwise multiple regression. It revealed professional self-concept was statistically significant according to gender, health status, interpersonal relationships, satisfaction on university life, satisfaction on major and perceptive academic achievements and self-efficacy, career identity and satisfaction on major to be significant predictors of professional self-concept. These variables accounted for 56.4% of professional self-concept. Therefore, it is necessary to strengthen the professional self-concept of nursing students by implementing a gradual intervention program that can improve the self-efficacy, career identity and satisfaction on major from the freshman period.

Effect of nurse's self-leadership, job involvement and empowerment on turnover intention (간호사의 셀프리더십, 직무몰입 및 임파워먼트가 이직의도에 미치는 영향)

  • Kwon, Sang Min;Kwon, Mal-Suk
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.20 no.1
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    • pp.152-161
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    • 2019
  • This study analyzed the relationship of turnover intention of clinical nurses with self-leadership, job involvement, and empowerment. The participants were 173 clinical nurses working in D city and K province in Korea. Data analysis consisted of independent t-tests, ANOVA, Scheffe's tests, Pearson's correlations, and stepwise multiple regression conducted using SPSS WIN 21.0. There was a significant correlation between self-leadership, job involvement, empowerment and turnover intention. Factors affecting turnover intention were total clinical career, position, salary, marital status and job involvement. Total clinical career was the most influential factor, with an explanatory power of 28.7%. Based on the results, it is necessary to reduce turnover intention of nurses through the development of educational programs to increase job involvement and reorganization of the hospital organization system to manage nursing manpower resources efficiently.

The Effects of Clinical Nurses' Job Stress, Work-family Conflicts & Burnout on Depression (임상간호사의 직무스트레스, 직장가정 갈등, 소진이 우울에 미치는 영향)

  • Lee, Eun-Sook;Kang, Hee-Sun
    • Journal of Digital Convergence
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    • v.17 no.8
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    • pp.237-248
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    • 2019
  • The purpose of this study was to investigate the effects of clinical nurses' job stress, work-family conflicts, and burnout on their depression. Data was analyzed using descriptive statistics, t-test, one way ANOVA, Pearson's Correlation Coefficient and Stepwise multiple regression analysis. The results of this study shows that the job stress of the nurses was higher than average, the work-family conflicts was moderate, burnout was less than moderate, and depression was mild. The higher the job stress, the higher the conflict between workplace and family, the higher the burnout, and the higher the depression was. The main factor impacting upon the mental health of nurses was work-family conflicts followed by burnout. Therefore, it is necessary to develop a program that can prevent job stress and resolve burnout and support work-family conflicts to prevent depression of clinical nurses and to improve quality of life.

A Convergence Study on Factors Influencing Burnout in Caregivers (요양보호사의 소진에 미치는 영향요인에 대한 융합연구)

  • Shin, Mi-Jeong;Song, In-Ja
    • Journal of the Korea Convergence Society
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    • v.10 no.9
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    • pp.311-321
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    • 2019
  • A Convergence study was conducted to investigate the factors influencing the burnout in caregivers and to present a strategy for effective program development. The subjects of this study were 185 caregivers who had worked for 6 months in a G city Nursing facility and distributed the self-reported questionnaire in September 2015. Data were analyzed using t-test, one-way ANOVA, $Scheff{\acute{e}}$ test, Pearson's correlation coefficient and Stepwise multiple regression analysis were performed. According to the results, the identified influencing factors were stress of personal role and daily work factors(${\beta}=.307$, p<.001), stress of relationship with supervisors(${\beta}=.186$, p<.021), confidence(${\beta}=.182$, p<.005), passive coping(${\beta}=.140$, p<.035) with burnout in caregivers. The explanatory power($R^2$) by 4 variables was 27.5%. Based on the results of this study, it would be necessary to develop an burnout reduction program that can reduce stress, increase self-confidence, and diversify coping strategies in order to reduce burnout of caregivers.