• Title/Summary/Keyword: stepwise regression analysis

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A Study of Stress Factors Experienced by the Hospitalized Patients (입원이 불안감(Stress)으로서 환자에게 미치는 영향에 관한 일 연구)

  • 최옥신
    • Journal of Korean Academy of Nursing
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    • v.5 no.1
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    • pp.93-111
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    • 1975
  • As the hospitalized patients will be facing new stress situation due to change of his environment from home to hospital it will be very important to understand the psychological stress experienced by hospital patients not only for helping patients in the process of recovery from illness but also fulfil1ing the objective of comprehensive nursing care by understanding the needs of the patients. There is no doubt that it would be very helpful for treatment of patients as well as for improvement of nursing care if we know more about psychological needs of patients and give them adequate support to meet these needs. The study to find out the causes and degree of stress events experienced by hospitalized patients, with the objective of instituting improvement of nursing care program based on the needs of patients, was conducted during the month of September 1974 with 60 patients randomly selected from those admitted to medical and surgical wards at Yonsei Medical Center in that period The questionnaire form included 36 questions which are considered to be stress events for hospital patients, and was devide into five areas namely, such events related to 1) disease itself, 2) hospital environment, 3) nursing care and treatment, 4) communication and human relations, and 5) family and economic problems. The results of the study were as follows: 1. It was confirmed that hospitalization considered to be a stress producing factor and most patients perceived the admission to hospital as a stress factor. 2. According to the rating scale, it was found that degree of perceived stress shows a variation according to the source of stress producing event. 3. No significant differences in the mean values were observed statistically with the perceived stress levels according to demographic and other variables of patients related to hospitalization. 4. Among the questions related to disease itself, "Admission for surgery" was perceived most frequently as a stress event (97.14%) by patients. 5. With regard to the questions related to hospital environment, "death of the patient room-mate" was the most serious stress event perceived by patients (90%) and "living with hospital regulations"was considered to be less serious stress event (23.33%). 6. As for the questions related to nursing care and treatment, "limitation of freedom" was perceived as a stress factor most frequently (70.91%) by the patients and "worry for wrong treatment" turned out to be less frequent stress event (50.0%). 7. As for the questions related to communication and human relations, "difficulty to meet doctors when wanted"appeared to be the most frequent stress event by the respondents (75.86%) , followed by "no explanation about treatment or examination"(75.0%) and "no explanation about nursing care procedures"(71.66%). 8. With regard 111 tile questions related to family and economic problems, "inadequate finances for family living due to hospitalization"and "high cost of hospitalization" were the most frequent cause of stress mentioned by the patients. (80.0%). 9. As a result of application of the stepwise regression analysis, it was found that about 89% was explained by those events associated with disease itself, hospital environment and family and economic problems. By adding those events related to "nursing care and treatment" and "communication and human relation", 100% of stress associated with hospitalization was explained.

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Factors Influencing Sexual Satisfaction in Women who have had a Hysterectomy : A comparative group study (자궁적출술을 받은 부인과 자궁적출술을 받지 않은 부인의 성생활 만족 요인 분석)

  • 장순복
    • Journal of Korean Academy of Nursing
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    • v.20 no.3
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    • pp.357-367
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    • 1990
  • This descriptive study was done to identify factors influencing sexual satisfaction in women who had had a hysterectomy and to compare these with women who had not had a hysterectomy. The purpose was to contribute theoretical understanding on which to base nursing care planning. One group of subjects were 156 women who had had a hysterectomy, between one and 18 months post surgery, living with their spouse, having no complications, and menstruating before surgery. The other group of subjects were 282 healthy women who were living with their husbands and menstruating. The study tool consisted of 108 items including item concerning personal characteristics, characteristics related to the hysterectomy, husband's support, body image, emotions, attitude toward the sexual relationship, knowledge of sexuality, sexual behavior, and sexual satisfaction. Sexual satisfaction was measured by a tool based on Derogatis Sexual Function Inventory. The range of the internal level of the study tool was from. 5208 to .9462. Data collection was done during the period from June 20 to Aug.20, 1989. The same questionnaire was used of data collection for both groups, but a mail survey method was used for the women who had had a hysterectomy, and an interview method was used for the women who had not had a hysterectomy. Data analysis was done using frequency, ratio, mean and S.D. for the characterstics of the subjects and level of sexual satisfaction. t - test or ANOVA was used for the differences between the groups with regard to the general and hysterectomy related characteristics. The relationship between the score for sex life related factors and the level of sexual satisfaction was analyzed using the Pearson Correlation, and the influencing factors on sexual satisfaction were analyzed by stepwise multiple regression. The results of this study were as follows ; 1. Mean age and income level were the only general characteristics for the two groups that were significantly different. The mean age, and income level of the group who had had a hysterectomy were 45years, and 1,150,000 won respectively, and for those who had not had a hysterectomy, 41 years and 999,000 won. 2. There was no statistical difference of the sexual satisfaction score between the two groups. 3. There was differences in the factors influencing sexual satisfaction between the two groups. Factors influencing sexual satisfaction for the group who had had a hysterectomy were husband's support (R=.5793, P=.000) and the women's Knowledge of sexuality(R=.6670, P=.000) (total variance : 33.56). On the other hand, emotional status(R=.4294, P=.000), sexual behavior(R=.4294, P=.000), husband's support(R=.5274, P=.000) and attitude towards sexual relations (R=.5412, P=.000) (total variance : 54.12) were the factors influencing sexual satisfaction in the group who had not had a hysterectomy. Since husband's support and sexuality knowledge were identified as factors influencing sexual satisfaction of women who have had a hysterectomy, it can be concluded that, before a woman who has had a hysterectomy is discharged from hospital, nurses should include strategies in the nursing care plan that will promote husband's support and the women's knowledge of sexuality.

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Determinants of Health-Promoting Behavior in the Elderly (노인의 건강증진행위와 관련된 변인에 관한 연구)

  • Kim Hyo-Jung;Park Young-Sook
    • Journal of Korean Academy of Fundamentals of Nursing
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    • v.4 no.2
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    • pp.283-300
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    • 1997
  • This study was undertaken to grasp health-promoting behavior of the elderly and to identify variables related to them in order to facilitate nursing intervention for health promotion of this population. The subjects for this study were 291 old persons obtained by cluster sampling from twenty general social welfare centers located in Tague. Data were collected by self-reported questionnaires from August 13 to September 13, 1996. Questionnaires were developed based on Sherer and others' Self-Efficacy scale, Rosenberg's Self-Esteem scale, Wallston and other's Multidimensional Health Locus of Control scale, Northern illinois University's Helath Self Rating Scale, Walker and others' Health Promotion Lifestyles Profile. Analysis of the data was done by use of descriptive statistics, stepwise multiple regression, Pearson Correlation Coefficient, MANOVA, t-test, and ANOVA. The results were summarized as follows : 1. For the practice of health-promoting behavior, the mean score was 2.89 and range was 3.59 to 2.09. The factor of the highest mean score was regular diet(M=3.42) and factor of the lowest mean score as stress management(M=2.27). 2. The combination of self-efficacy, internal health locus of control, family number, and average monthly pocket money explained 30.0% of the variance of health-promoting behavior. 3. With regard to the relationship between health-promoting behavior and cognitive perceptual factor, self-efficacy correlated positively with health-promoting behavior(r=.4951, P=.0001), self-esteem correlated positively(r=.3263, P=.0001), internal health locus of control correlated positively(r=.3244, P=.0001), perceived health status correlated positively(r=.1355, P=.0274). 4. According to age(F=2.50, P=.0431), sex(t=2.14, P=.0332), marital status(F=7.85, P=.0005), education(F=5.44, P=.0003), family number(F=11.18, P=.0001), people living together(F=7.21, P=.0009), previous occupation(F=5.83, P=.0001), average monthly pocket money(F=7.27, P=.0001), there were differences of health-promoting behavior. The above findings show that health-promoting behavior are related to demographic characteristics, four cognitive perceptual factors(self-efficacy, self-esteem, internal health locus of control, perceived health status). On the basis of the above findings the following recommendations are made ; 1. Nursing interventions enhancing exercise or activity, accountability for health, stress management of the elderly must be provided. 2. Nursing strategies enhancing self-efficacy which is most significant effect on health-promoting behavior must be developed.

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A Study on Relationship among Positive Psychological Capital, Physical Health Status, Depression, Interpersonal Relationship and Learning Flow in Nursing Students (간호대학생의 긍정심리자본과 신체적 건강상태, 우울, 대인관계 및 학습몰입의 관련성 연구)

  • Kim, Dong-Ok;Lee, Hae Jin;Lee, A Yeong
    • Journal of the Korea Convergence Society
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    • v.11 no.1
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    • pp.349-357
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    • 2020
  • This study is a descriptive study designed to identify the relationships among positive psychological capital, physical health status, depression, interpersonal relationship and learning flow. The subjects were 181 nursing students and the data collection was from May 8 to June 20, 2019. Data analysis methods were descriptive statistics, t-tests, ANOVA, Pearson's correlation coefficients, and stepwise multiple regression, using the SPSS 22.0 program. Positive psychological capital showed statistical differences according to age, grade, motive for major choice, major satisfaction and subjective health status. Positive psychological capital was correlated with depression(r=-.454, p<.001), interpersonal relationship(r=.611, p<.001) and learning flow(r=.452, p<.001). The factors affecting learning flow were positive psychological capital(β=.414, p<.001), major satisfaction(β=.177, p=.014), and grade(β=-.150, p=.026), which explained 24.4% of the variance. Therefore, it is necessary to develop and apply educational programs that can promote positive psychological capital in nursing students.

Relationship of Stress and Aggression on Schoolchildren with Physical disability (학령기 지체장애 아동의 스트레스와 공격성 비교연구)

  • Kim, Hee-Jung;Kim, Dong-Hyun
    • The Journal of Korean society of community based occupational therapy
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    • v.6 no.2
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    • pp.31-38
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    • 2016
  • Purpose : The purpose of this study was to know the relationship of stress and aggression of children with physical disability. The study also tried to search the factors affecting aggression and offer the information to the department of occupational therapy for intervention. Method : We distributed questionnaire to 105 children who have disability grades from hospitals in Gyeongsangbukdo, Gyeongsangnamdo, Daegu, and Busan and collected the data. We used descriptives for analysis of general characteristics, t-test and one-way ANOVA for stress and aggression according to characteristics, and Pearson correlation coefficient and stepwise regression for stress and aggression. Result : The first, stress score was 2.65, aggression was 2.53, and physical aggression was 3.01 that is the highest score in the items. The second, there was a significant difference of physical aggression(p=.021) in comparison of the grades. There was a significant difference of stress(p=.048), total aggression(p=.040), and physical aggression(p=.047) in comparison of gender. There was significant difference of stress(p=.035) and total aggression(p=.042) in satisfaction of school. The third, there was a significant correlation of total aggression(r=.475), physical aggression(r=.568), language aggression(r=.311), anger(r=.397), and hostility (r=.491) quantitatively in correlation of stress and aggression. The fourth, the factors affecting aggression of children with physical disability were stress, male, and satisfaction of school(F=61.187, p<.01). Conclusion : We knew that factors affecting aggression of children with physical disability were their stress and some of general characteristics.

Factors Influencing the motivation for Rehabilitaion in Patients with Spinal Cord Injury (척수손상 환자의 재활 동기에 영향을 미치는 요인)

  • Park Yeong Sook;Kim Jung Hee
    • Journal of Korean Public Health Nursing
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    • v.17 no.1
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    • pp.83-95
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    • 2003
  • The purpose of this study was to provide basic data for nursing interventions to promote rehabilitation motivation by identifying the influencing factors of motivating rehabilitation intention in patients with spinal cord injury. The data were collected using self-reported questionnaires and questionnaires by postal mail services, from September 1 through the October 6, 2002. A total of 148 questionnaires were completed and returned. The instrument developed by Han, Hye Sook(2001) was used to measure the rehabilitation motivation, and depression, family support, participation of self-help group, self-esteem, and self-efficacy were measured to test the variables influencing the rehabilitation motivation. Using SPSS WIN 10.0, descriptive statistics, t-test, one-way ANOVA. Turkey inspection, Pearson's correlation coefficient, and stepwise multiple regression analysis was conducted. The results of the study are as follows: The rehabilitation motivation score ranged from 30 to 100, and the average was $76.78(\pm12.40)$. In terms of the types of motivation, mean task-oriented motivation score was $23.28(\pm3.39)$, change-oriented motivation $22.25(pm3.16)$, obligatory motivation $9.90(\pm2.02)$, external motivation $9.85(\pm1.89)$, and mean amotivation score was $11.50(\pm1.94)$. The scores for the rehabilitation motivation was significantly associated with the time elapsed since injury, economic status, and the degrees of disability. Significant correlations were found between the rehabilitation motivation and the time elapsed since injury(r=-0.222, p=0.007), self-efficacy(r=0.204, p=0.013), depression(r=-0.210, p=0.010). and the economic status(r=-0.189, p=0.022). The variables that can predict the rehabilitation motivation included the time elapsed since injury, and self-efficacy. These variables accounted for $12.8\%$ of the variance of the rehabilitation motivation. In conclusion, the factors influencing the rehabilitation motivation in patients with spinal cord injury were found to be the time elapsed since injury, self-efficacy, depression, and the economic status of the patient, Accordingly, nursing interventions which could alleviate patients' depression and enhance self-efficacy should be designed to motivate rehabilitation. Before planning nursing interventions for patients with spinal cord injury, needs assessment should be conducted including the assessment of patients' economic status and time elapsed since injury.

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The effects of Mother's Discipline Style and Preschooler's Emotional Regulation Strategies on Preschooler's Leadership (어머니의 훈육방식 및 유아의 정서조절전략이 유아의 리더십에 미치는 영향)

  • Kim, Kyung Sook;Yang, MI Kyung
    • Korean Journal of Childcare and Education
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    • v.6 no.3
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    • pp.23-44
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    • 2010
  • This study analyzed the relationships mother's discipline style, preschooler's emotional regulation strategies, and preschooler's leadership. The subjects were 180 preschoolers who were 5 years old and their mothers live in Gwang-ju and Jeon-Nam province. Collected data were analyzed by descriptive statistics, Pearson's correlation, and stepwise regression analysis using the program of SPSS. The findings of the study were as follows. (1) there was a difference between the average score of subcategory and the total score of leadership according to the gender of preschooler and mother's employment and her educational background. However, there was no difference from the birth order of preschooler. (2) A correlation was not found between mother's discipline style and preschooler's leadership, but the significant negative correlation showed up between preschooler's emotional regulation strategies and preschooler's leadership. (3) The leadership of preschoolers who use positive coping strategies of a sub-area of emotional regulation strategies appeared strong. And the leadership appeared low with a boy who uses avoidant & supportive strategies, supportive strategies, aggressive strategies and venting strategies more often. Furthermore, the model of explanatory adequacy (R2) of some independent variables from the average scores of subcategory and the total score of leadership was confirmed to be the statistically significant explanatory model.

Development of Site Index Equations and Assessment of Productive Areas Based on Environmental Factors for Major Coniferous Tree Species (환경요인에 의한 주요 침엽수종의 지위지수 추정식 개발과 적지 평가)

  • Lee, Yong Seok;Sung, Joo Han;Chun, Jung Hwa;Shin, Man Yong
    • Journal of Korean Society of Forest Science
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    • v.101 no.3
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    • pp.395-404
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    • 2012
  • This study was conducted to develop site index equations and to estimate productive areas for major coniferous species in Korea such as Pinus densiflora Sieb. et. Zucc, Pinus densiflora for. erect, Larix leptolepis and Pinus koraiensis using environmental factors. Using the large data set from both a digital forest site map and a climatic map, a total of 43 environmental factors including 15 climatic variables were regressed on site index by tree species to develop site index equations. Six environmental factors by species were selected as independent variables in the final site index equations. The result showed that the coefficients of determination for site index equations by species were ranged from 0.36 to 0.56, which seem to be relatively low but good enough for the estimation of forest stand productivity. The site index equations developed in this study were also verified by three evaluation statistics such as the estimation bias of model, precision of model, and mean square error of measurement. According to the evaluation statistics, it was found that the site index equations by species fitted well to the test data sets with relatively low bias and variation. As a result, it was concluded that the site index equations by species were well capable of estimating site quality. Based on the site index equations, the productive areas by species for all forest areas were estimated by applying GIS technique to the digital forest site map and climate map. In addition, the distribution of productive areas by species was illustrated by using GIS technique.

Nitrogen-corrected True Metabolizable Energy and Amino Acid Digestibility of Chinese Corn Distillers Dried Grains with Solubles in Adult Cecectomized Roosters

  • Li, F.;Liu, Y.;Yin, R.Q.;Yang, X.J.;Yao, J.H.;Sun, F.F.;Li, G.J.;Liu, Y.R.;Sun, Y.J.
    • Asian-Australasian Journal of Animal Sciences
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    • v.26 no.6
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    • pp.838-844
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    • 2013
  • This study was conducted to evaluate chemical composition, nitrogen-corrected true metabolizable energy (TMEn) and true amino acids digestibility of corn distillers dried grains with solubles (DDGS) produced in China. Twenty five sources of corn DDGS was collected from 8 provinces of China. A precision-fed rooster assay was used to determine TMEn and amino acids digestibility with 35 adult cecectomized roosters, in which each DDGS sample was tube fed (30 g). The average content of ash, crude protein, total amino acid, ether extract, crude fiber and neutral detergent fiber were 4.81, 27.91, 22.51, 15.22, 6.35 and 37.58%, respectively. TMEn of DDGS ranged from 1,779 to 3,071 kcal/kg and averaged 2,517 kcal/kg. Coefficient of variation for non-amino acid crude protein, ether extract, crude fiber and TMEn were 55.0, 15.7, 15.9 and 17.1%, respectively. The average true amino acid digestibility was 77.32%. Stepwise regression analysis obtained the following equation: TMEn, kcal/kg = -2,995.6+0.88${\times}$gross energy+$49.63{\times}a^*$ (BIC = 248.8; RMSE = 190.8; p<0.01). Removing gross energy from the model obtained the following equation: TMEn, kcal/kg = 57.88${\times}$ether extracts+$87.62{\times}a^*$ (BIC = 254.3, RMSE = 223.5; p<0.01). No correlation was found between color scores and lysine true digestibility (p>0.05). These results suggest that corn DDGS produced in China has a large variation in chemical composition, and gross energy and $a^*$ value can be used to generate TMEn predict equation.

A Study on Health Promoting Behavior In Post-Mastectomy Patients (유방절제술을 받은 여성의 건강증진행위에 관한 연구)

  • Kim, Hyun Ju;So, Hyang Sook
    • Korean Journal of Adult Nursing
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    • v.13 no.1
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    • pp.82-95
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    • 2001
  • The purpose of this study was to examine the relationship among perceived health status, self-esteem, self-efficacy and health promoting behavior, and to determine the predictors of health promoting behavior in post-mastectomy patients. The study, a descriptive correlational study, was done with structural questionnaires. A total of 51 post-mastectomy subjects from C university hospital in Kwang-ju, South Korea completed mail-in self-reporting questionnaires during a three month period from March to June, 1999. The data were collected using Lawstone's(1982) perceived health status scale, Rosenberg's(1965) self-esteem scale, the modified self-efficacy scale(Shere et al, 1982), and the modified health promoting lifestyle profile (Walker et al, 1987). The data obtained were analyzed according to percentage, mean and standard deviation, principal component analysis, varimax rotation, t-test, ANOVA, Pearson's correlation, and stepwise multiple regression. The results were as follows: 1. The health promoting behavior measurement resulted in six factors. Each factor was labelled as follows: self-actualization, nutrition, stress management, exercise, health responsibility and interpersonal support. The total percent of variance explained by the six factors was 58.4%. 2. The mean score of health promoting behavior was 85.92(range 58~117). The scores of six factor were nutrition 3.20, self-actualization 2.59, stress management 2.58, interpersonal support 2.58, health responsibility 2.49, and exercise 2.34 on a four point scale. 3. When the score of health promoting behavior factors were compared by general characteristics. Factor I: self-actualization, differed significantly by the frequency of pregnancy (F=3.06, p=.037). Factor II: nutrition differed significantly by drinking experience(t=-2.26, p=.028) and the pre- or post stage of menopause(F=2.69, p=078). FactorIII: stress management differed significantly depending on regularity of mensturation(t=-2.12, p= .042). FactorIV: exercise differed significantly by type of religion (F=2.49, p=.072), marital status(F=5.03, p=.010), and feeding type (F=2.64, p=.036). Factor V: health responsibility differed significantly by regularity of mensturation(t=2.18, p=.037). 4. The total health promoting behavior score was significantly related to self-esteem and perceived health status(r=.610, p.006; r= .378, p=.006). The score of selfactualization also corresponded with selfesteem and perceived health status(r=.556, p=.001; r=.343, p=.013). 5. The predictor to explain the score of health promoting behavior was self-esteem, which accounted for 37.1% of the total variance. The predictor to explain the score of self-actualization was self-esteem, which accounted for 30.9% of the total variance. The score of nutrition was primarily affected by both premenopause and drinking experience, which accounted for 13.1% and 9.5% respectively. Finally, the score of exercise was dictated by marriage, Buddhism, no experience of breast feeding, which accounted for 17%, 9.8%, & 5.2% respectively. In conclusion, self-esteem is the main predictor for health promoting behavior in post-mastectomy women. These findings suggest a need for nursing strategies which promote self-esteem in such patients.

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