• Title/Summary/Keyword: SPSS statistics(regression analysis)

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Factors that affect the frailty of the elderly people Over 70-Year-old in a Local Community (70세 이상 지역사회 거주노인의 허약 영향 요인)

  • Kim, Kyung-Hee;Yoon, Hee-Jung
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.18 no.2
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    • pp.313-323
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    • 2017
  • This study is a descriptive study that investigates the factors that affect the frailty of the elderly in the late period. The data were collected using a questionnaire during the period from 1 to 31 of December 2013. The subjects were 301 elderly people aged 70 years living in M city. The data were analyzed using a $x^2$ test, t-test, and ANOVA with the SPSS Statistics 18.0 program. Hierarchical regression analysis was performed to examine the factors that affect the weakness of elderly people. The results showed that 15.3% of the elderly living at home were frail. The factors that affect the frailty of the elderly were sex (p<0.01), nutritional status (p<0.01), cognition function (p<0.01), ADL (p<0.01), IADL (p<0.05), visual acuity (p<0.05), and chewing discomfort (p<0.05). A higher the degree of frailty was associated with women, poorer nutritional status, higher impairments to perform the daily activities (ADL and IADL), poorer hearing, and more feeling of chewing discomfort. These results can explain the frailty of elderly people over 70 years of age in a local community and the variables of health. The results suggest that the development of a comprehensive program for the elderly with weak physical, emotional, and functional health should be given priority.

SNS Addiction Tendency and Its Related Factors among University Students (대학생의 SNS 중독경향성 관련 영향요인)

  • Lee, Young-Mee
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.17 no.12
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    • pp.561-568
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    • 2016
  • The purpose of this study was to investigate the influence of SNS addiction tendency, pathological narcissism, social support, and stress among university students. Data were collected via questionnaires from 385 students and were analyzed by descriptive statistics, t-test, ANOVA, Scheffe's test, Pearson's correlation coefficients, and Stepwise multiple regression analysis using SPSS/WIN 19.0 program. The levels of SNS addiction tendency depended on gender, SNS usage time, SNS over-usage, health problem, and household economic status. SNS addiction tendency was significantly correlated with pathological narcissism, social support, and stress. Influential factors that affect SNS addiction tendency were pathological narcissism, SNS usage time, SNS over-usage, gender, social support, and academic performance, which explained about 39.4% of the variance. The results of this study indicate that nursing interventions are necessary to improve SNS addiction tendency, and also suggesting that such variables should be carefully considered in intervention programs for university students.

The Effects of Self-Control, Parental Behaviors, and Marital Conflict on Boys' Aggression in Korean Upper Elementary School Students (초등학생 고학년 남아의 자기통제력, 부모의 양육행동, 부모간 갈등이 공격성에 미치는 영향)

  • Jun, Joo-Ram;Kim, Soon-Ok
    • Journal of Families and Better Life
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    • v.30 no.2
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    • pp.101-120
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    • 2012
  • This research was conducted in order to find out the effects of boys' self-control, their parents' behaviors and marital conflict on boys' aggression. Subtypes of aggression in the present research consist of dimensions of the functions and forms (proactive-overt, proactive-relational, reactive-overt, reactive-relational). The participants of this study were 237 boys in the fifth and sixth grades in elementary schools located in Seoul and Gyeonggi province. The questionnaires were derived and modified from Lee Hong (2009) for boys' aggression, from Ju So Young and Lee Yang Hee (2008) for boys' self-control, from Jun Joo Ram (2008) and Heo Seung Yeon (2009) for maternal behaviors and from Kang Na Jung (2008) for marital conflict. In order to grasp the general characteristics of the participants, frequency and descriptive statistics were used. Also, Pearson's correlation was applied to the relationships amomg boys' self-control, marital behaviors and marital conflict on boys' aggression. Lastly, the variables that can predict boys' aggression were analyzed through multiple regression analysis by SPSS 19.0. The major results of this study were as follows. This research showed that this model fit well for boys. To summarize the important results, what is interesting in the present study is the effect of the mother's role in rearing their sons. It was found that mothers' criticism, negative behaviors, and excessive interference can cause boys' high level of aggressiveness. Also, having parents who fight frequently was strongly associated with boys' relational aggression. An interesting finding is that the mother's support influenced boys' reactive-overt aggression. Lastly, boys' self-control was highly associated with boys' proactive-relational aggression. This research may contribute to understanding boys' aggression' subtypes. To that end, the current results suggest that the dimensions of the functions and forms may be a useful tool in an effort to inform developmental theory and intervention. Also, this research may provide guidance for the resolution of problems caused by boys' aggression. Lastly, it was found that self- control training and parental education programs might prove beneficial for helping aggressive boys to overcome their aggressive impulses.

Effects of Educational Training and Psychosocial Characteristics on Job Involvement in Dental Hygienists (치과위생사의 교육훈련, 자기효능감 및 사회적 지지가 직무몰입에 미치는 영향)

  • Jeung, Da-Yee;Chang, Sei-Jin;Noh, Hie-Jin;Chung, Won-Gyun
    • Journal of dental hygiene science
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    • v.15 no.4
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    • pp.465-471
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    • 2015
  • The purpose of this study was to investigate the effects of educational training and psychosocial characteristics such as self-efficacy and social support on job involvement in dental hygienists. A total of 418 dental hygienists who were working in S, I and G area were recruited in this study. A self-administered questionnaire was used to evaluate individual and job characteristics, educational training, self-efficacy and social support of the study subjects. Hierarchical regression analysis was performed to examine the relationship of individual and job characteristics, educational training, self-efficacy and social support to job involvement. All statistical analyses were performed using the IBM SPSS Statistics ver. 20.0 for Windows, and p<0.05 was considered significant. The results show that learning experiences of liberal arts or social sciences as a part of college curriculum (t=-2.406), self-efficacy (t=3.728) and social support at work (t=4.391) were significantly associated with job involvement in dental hygienists. Dental hygienists who were having experiences of liberal arts or social sciences as a part of college curriculum, showing higher levels of self-efficacy, and receiving adequate social support from supervisors or coworkers at work were more likely to feel job involvement. They explained 17.4% of total variance of job involvement. This result suggests that experiences of liberal arts or social sciences as a part of college curriculum, higher levels of self-efficacy, and adequate social support from supervisors or coworkers at work might play an important role in increasing job involvement of dental hygienists. It is strongly required to develop individual and organizational program or training to promote a positive attitude to their job as a key professionals in the field of dental health, and to increase job involvement of dental hygienists.

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.

Factors Affecting Family Cohesion and Adaptability of College Students and Parents (대학생 자녀와 부모의 가족결속력과 가족적응력에 영향을 미치는 요인)

  • Park, An-Sook
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.18 no.10
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    • pp.539-550
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    • 2017
  • The purpose of this study was to investigate the differences in family cohesion and family adaptability between college students and their parents to identify the factors that affect family cohesion and family adaptability using a descriptive research study design. The subjects of this study were 197 college students and their parents. The data were analyzed using descriptive statistics, the t-test, ANOVA, correlation and multiple regression analysis by SPSS for Windows (ver. 22.0). The mean of the family function index of the subjects was $7.42{\pm}2.28$ on the scale of 1 to 10, and that of the normal family functional group was 65.48%. There was no significant difference in family cohesion between the college students and their parents, and family adaptability was significantly different in discipline(t=-3.100, p<.01) and role(t=.212, p<.05). The factors affecting the family adaptability of the students were the sharing of family activities, emotional intimacy and attending family events, which showed a combined explanatory power of 45.9%. The factors affecting the family cohesion of the parents were housework assignment, emotional intimacy and attending family events, which showed a combined explanatory power of 51.4%. Family emotional intimacy and attending family events, as well as the sharing of family activities, were found to be important to the family adaptability of the college students and housework assignment was found to be important to the family cohesion of the parents.

A Study of the Relationships among Health Promoting Behaviors, Health Locus of Control(HLOC), and Response Patterns to HLOC in Korean Elderly (일지역 노인의 건강증진 행위, 건강통제위 및 건강통제위 반응유형)

  • Eun, Young;Gu, Mee-Ock
    • Journal of Korean Academy of Nursing
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    • v.29 no.3
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    • pp.625-638
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    • 1999
  • The purpose of this study was to identify the relationships among health promoting behaviors, Health Locus of Control(HLOC), and response patterns to HLOC in Korean elderly. The sample was composed of 162 healthy elderly ranging in age from sixties to eighties. The instruments for this study were modified Health Promoting Lifestyle Profile (45 items, 4 scales), and Multidimensional Health Locus of Control (18 items). For the in data analysis, SPSS PC$^{+}$ program was uilized for descriptive statistics, Pearson correlation, t-test, ANOVA and Stepwise multiple regression. The results of the study are as follows : 1. The total mean score for the HPLP was 2.411 (range 1-4), and the mean scores on the subscales were 3.324 for nutition, 2.709 for interpersonal support, 2.495 for exercise,2.225 for health responsibility, 2.205 for self actualization, 2.026 for stress management. 2. The mean scores for the HLOC in the elderly were HLOC-I : 23.531, HLOC-P : 21.914, HLOC-C : 18.667. 3. The response patterns of the HLOC identified eight types, pure internal, pure powerful others, pure chance, double external, believers in control, yea sayer, nay sayer and complex control. The “believers in control” was the largest group (22.8%), and “yea sayer” was the next largest group(17.9%). The “nay sayer”(5%) was the smallest group. 4. Demographic variables, such as education, economic status, religion and the perception of the health status showed strong connections to health promoting behaviors. 5. The HLOC-I and health promoting behavior were correlated positively(r=.165, P=.017), but the HLOC-P, the HLOC-C and the health promoting behavior were not correlated at the level of statistical significance. 6. There was not significant difference in health promoting behavior depending on the response patterns of the HLOC(F=1.171, P=.108). But, there were significant differences in two subscales of health promoting behavior exercise (F=3.279, P=.002), and stress management (F=3.165, P=.003). 7. Education, the perception of the health and economic status explained 21.0% of the variance for health promoting behaviors. These results suggest that several demographic factors are important factors in predicting the level of health promoting behaviors in elderly. So to enhance the health promoting behavior, nurses should use the different nursing strategies depending on the demographic characters of the elderly.

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The Effects of perceived health status, sleep, depression and pain on quality of life by Gender in Community-dwelling Older Adults (저소득층 재가노인의 지각된 건강상태, 수면, 우울, 통증이 삶의 질에 미치는 영향)

  • Chang, Koung-Oh;Park, Su-Jin;Bae, Du-Yi
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.15 no.3
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    • pp.1566-1575
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    • 2014
  • In this study, we have investigated the effect of perceived health status, sleep, depression and pain on quality of life by Gender in Community-dwelling Older Adults. A cross-sectional descriptive study was conducted with a survey of elderly aged 65 years or older that registered in the health care center located in J city from december 20, 2012 to february 15. Data were analyzed with descriptive statistics, t-test, ANOVA. Pearson correlation coefficients and multiple regression analysis using the SPSS Win 18.0 program. The result of perceived health status on average $9.89{\pm}2.21$ points, sleep $39.72{\pm}8.79$ points, depression, $7.13{\pm}7.54$ points, pain $5.37{\pm}1.90$ points and quality of life, the average was $7.61{\pm}2.25$ points. Perceived health status of low-income that perceived health status, sleep, and pain. explained 44.6% of variance in their quality of life. Based on the findings of the study, low-income elderly in home in order to improve the quality of life of the systematic development of intervention programs for health care and nursing needs to be applied.

Factors Affecting Dental Service Utilization of Adult: An Application of the Andersen Model (앤더슨 모형을 적용한 일부 성인의 치과 의료이용 행태에 영향을 미치는 요인)

  • Choi, Eunsil;Kim, Mi-Na;Noh, Sunmi;Park, Jieun
    • Journal of dental hygiene science
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    • v.15 no.1
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    • pp.67-76
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    • 2015
  • This study aims to determine the factors affecting the dental service utilization of adults. The subjects in this study were 455 adults, whom a survey was conducted form May 7 to June 7, 2013. Statistical verification conducted through PASW Statistics was 18.0. The difference in the distribution of independent variables related with the dental service utilization was verified with chi-square test. Relevant factors were determined using Hierarchical logistic regression analysis. Model I is predisposing factor, Model II is predisposing factor and enabling factor. Model III is predisposing, enabling, need factor. Andersen model factor which infuences dental service utilization of adults resulted that use dental floss (OR, 2.32; CI, 1.39~3.86), use electric toothbrush (OR, 2.98; CI, 1.0~8.89), use interdental brush (OR, 2.55; CI, 1.36~4.78), self-efficacy (OR, 0.68; CI, 0.48~0.96), barriers (OR, 1.45; CI, 1.04~2.04). Predisposing factor and need factor were found to be determinants for dental service utilization in adult.