• 제목/요약/키워드: SPSS statistics(regression analysis)

검색결과 1,223건 처리시간 0.027초

중년층의 사회적 노후준비 결정요인분석: 성차를 중심으로 (Determinants of Middle Aged's Social Preparation for Later Life : Focused on Gender)

  • 김백수;이정화
    • 한국지역사회생활과학회지
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    • 제21권3호
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    • pp.411-425
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    • 2010
  • The purpose of this study is to examine the middle aged social preparation for later life and to explore the effect of social activities and social relationships on social preparation for later life. This research is also focused on gender differences in social activities, social relationships and social preparation for later life. The survey data was gathered from 424 middle aged citizens who live in the Gwangju & Jeonnam area, using a structured questionnaire. The statistical methods used for data analysis were descriptive statistics, cross tables, t-test, correlations, and hierarchical regression with SPSS win 18.0 program. The major findings of this study are as follows: Most of the respondents perceive an importance of social activities and social relationships. Middle aged women enjoy leisure activities such as learning and religious activity more than men. Middle aged men engage in hobby activities more than women. And most of respondents perceive they are making an effort to keep a relationship with spouses, family & friends. The results show that there are no differences in social preparation for later life between gender groups, but the variables which have an effect in social preparation for later life are different between gender groups. Social activities and Social relationships play an important role in social preparation for later life of Middle aged men and women. At the same time, Social activities and Social relationships have more positive effect on the social preparation of women. Implications of the results are discussed.

딸의 자궁경부암 예방 관련 HPV 백신접종에 대한 어머니 수용도와 영향요인 (Factors Influencing Mothers' Acceptance of Human Papillomavirus Vaccination to Prevent Cervical Cancer in their Daughters)

  • 김혜원
    • 여성건강간호학회지
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    • 제17권2호
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    • pp.137-147
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    • 2011
  • Purpose: This study was done to examine mothers' acceptance and its influencing factors in daughters' human papillomavirus (HPV) vaccination to prevent cervical cancer. Methods: From July 20 to August 31, 2010, 220 mothers of unmarried daughters responded to self-administered questionnaires about their acceptance of HPV vaccination for their daughters and the optimal age for HPV vaccination. Descriptive statistics, univariate logistic and multiple logistic regression were used for data analysis with SPSS/WIN 12.0. Results: Mothers indicating their willingness to pay for their daughters to receive HPV vaccination accounted for 61.8%, and willingness with health insurance coverage, 84.5%. Mean optimal age for HPV vaccination was $19.78{\pm}3.96$) years. With self-payment the factor influencing mothers willingness was necessity of HPV vaccination (OR= 30.45, 95% CI=10.33~89.15). With health insurance coverage, income (OR=3.02, 95% CI: 1.19~7.62), necessity of HPV vaccination (OR=15.05, 95% CI=4.15~54.64), concern about HPV vaccine safety (OR=2.99, 95% CI=1.15~7.76), and experience of Pap test (OR=3.16, 95% CI=1.24~8.05) were factors influencing mothers willingness. Other influencing factors were optimal age for HPV vaccination, knowing about HPV (OR=7.66, 95% CI=2.19~26.82), and age of youngest daughter (OR=3.95, 95% CI=1.34~11.68). Conclusion: Financial support is anticipated for low income families in a primary approach to increase HPV vaccination. And focusing on earlier age and concerns about vaccination are necessary to gain mothers' acceptance.

Impact of Age, Tumor Size, Lymph Node Metastasis, Stage, Receptor Status and Menopausal Status on Overall Survival of Breast Cancer Patients in Pakistan

  • Mahmood, Humera;Faheem, Mohammad;Mahmood, Sana;Sadiq, Maryam;Irfan, Javaid
    • Asian Pacific Journal of Cancer Prevention
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    • 제16권3호
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    • pp.1019-1024
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    • 2015
  • Background: Survival of breast cancer patients depends on a number of factors which are not only prognostic but are also predictive. A number of studies have been carried out worldwide to find out prognostic and predictive significance of different clinicopathological and molecular variables in breast cancer. This study was carried out at Nuclear Medicine, Oncology and Radiotherapy Institute (NORI), Islamabad, to find out the impact of different factors on overall survival of breast cancer patients coming from Northern Pakistan. Materials and Methods: This observational retrospective study was carried out in the Oncology Department of NORI Hospital. A total of 2,666 patients were included. Data were entered into SPSS 20. Multinomial logistic regression analysis was performed to determine associations of different variables with overall survival. P values <0.05 were considered significant. Results: The mean age of the patients was 47.6 years, 49.5% being postmenopausal. Some 1,708 were ER positive and 1,615 were PR positive, while Her 2 neu oncogene positivity was found in 683. A total of 1,237 presented with skin involvement and 426 had chest wall involvement. Some 1,663 had > 5cm tumors. Lymph node involvement was detected in 2,131. Overall survival was less than 5 years in 669 patients, only 324 surviving for more than 10 years, and in the remainder overall survival was in the range of 5-10 years. Conclusions: Tumor size, lymph node metastases, receptor status, her 2 neu positivity, skin involvement, and chest wall involvement have significant effects whereas age and menopausal status have no significant effect on overall survival of breast cancer patients in Pakistan.

간호대학신입생의 정서인식, 정서표현, 정서표현양면성이 대학생활적응에 미치는 영향 (Influence of Emotional Awareness, Emotional Expressiveness, and Ambivalence over Emotional Expressiveness on College Student Adjustment in Freshman Nursing Students)

  • 김근면;차선경
    • 한국콘텐츠학회논문지
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    • 제13권1호
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    • pp.322-332
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    • 2013
  • 본 연구는 간호대학신입생의 정서인식, 정서표현, 정서표현양면성과 대학생활적응을 확인하고 대학생활 적응에 영향을 미치는 요인을 파악하고자 수행되었다. 연구대상은 4년제 대학 2곳에 재학 중인 간호학과 신입생 159명이었고, 구조화된 설문지를 이용하여 2012년 5월 20일부터 6월10일까지 자료조사를 실시하였다. 대학생활적응은 정서주의와 정서명명과는 유의미한 양의 상관관계를 보였고, 긍정표현에 대한 양면성과 부정표현에 대한 양면성과는 유의미한 음의 상관관계를 나타냈다. 대학생활적응에 가장 큰 영향을 미치는 요인은 정서주의였으며, 정서주의, 긍정표현에 대한 양면성, 부정표현에 대한 양면성, 정서명명은 대학생활 적응에 대해 31.8%의 설명력을 나타내었다. 간호대학신입생의 대학생활적응 향상을 위해서 정서인식 및 정서표현양면성을 돕는 교육 프로그램의 개발이 필요하다.

스케일링 처치 시 대상자가 느끼는 치과불안도와 자기효능감의 관련성 (Relationship between dental anxiety and self-efficacy that patients feel while dental hygienist conduct scaling)

  • 배성숙
    • 한국치위생학회지
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    • 제9권3호
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    • pp.479-492
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    • 2009
  • This study was conducted to find out the relationship between dental anxiety and self-efficacy, physical and psychological condition and expected self-efficacy. The objective of this study was also to provide foundation for appropriate dental hygiene intervention model for scaling. In this study, anxiety reactions were measured among 178 patients, who made appointment with dental hygienists for scaling between May and July, 2009. The analysis was done in SPSS 12.0 statistical program which confirmed Cranach's alpha value. Technical statistics, t-test and One-way ANOVA, correlation and regression were also used. The result of the study is following: While dental hygienist conducts scaling, the dental anxiety was each measured in following categories: Thus male, age between 40 and 50, single, high school graduated and unemployed were measured highest dental anxiety among various groups. Dental Fear Scale demonstrated the validity of relationship between dental anxiety and self efficacy. The correlation was equated as r=-.409(p<0.01). In the other words, the higher self efficacy, the lower dental anxiety. The relationship between dental anxiety and physical and physiological condition was relevant. Physical condition was r=-.229(p<0.01) And then, the psychological condition was r=-.299(p<0.01). Thus, better physical and physiological condition results in less dental anxiety. The relationship between expected Self-efficacy and dental anxiety is also valid. The dental anxiety after performance accomplishment is r=-.239(p<0.01), after vicarious experience is r=-.195(p<0.01), after verbal persuasion is r=-.152(p<0.05), after recognition of physiological state is r=-.410(p<0.01). In conclusion, sex, age, marital status, education level, employment, physical condition, physiological condition are all relevant to dental anxiety(F=8.834). Both independent and dependent variables p<.05 have 37.5% persuasiveness.

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연령과 비만에 따른 성인 여성의 기성복 맞음새 정도의 선호 조사 (A Study on the Fit Preference for the Ready to Wear by the Age and Obesity Level of Adult Women)

  • 석혜정
    • 한국의상디자인학회지
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    • 제12권4호
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    • pp.75-88
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    • 2010
  • The objective of this study is to investigate the fit preference tendency for ready-to-wears(jackets, skirts and slacks) of adult women and to find out the respective differences by the age range and the obesity level. The study method was the questionnaire survey with the subjects of 295 women of 20 up to 59 years of age. The questionnaire is composed of fit preference tendency, physical measurements, age, and occupation. For the data analysis, SPSS 18.0 program was used, and descriptive statistics, Crosstabs, ANOVA, Duncan's test, t-test and multiple regression were conducted. The findings were as follows. 1. Regarding the fit preferred for each part of jackets, skirts, and slacks, among ready-to-wears, the 'thing with some extra width' in every part was most favored, followed by the 'thing fitting perfectly.' 2. The differences were found in the fit preference tendency by the age of adult women. The fit preference tendency was higher among those in their 20's than among those of the other age range. 3. The differences were also found in the fit preference tendency by the obesity level of adult women. The fit preference tendency was high in the order of the emaciation, normalcy, and obesity types. 4. For all of three items, age and body type or body type influenced the preference by the fit level. As the age was higher and the body type was fatter, those items with some flexibility were preferred.

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초등학생의 집단따돌림 경험 정도와 생명윤리의식과의 관계 (Relationship between Elementary School Students' Bullying Experience and Bioethics)

  • 문미영
    • 한국학교보건학회지
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    • 제28권2호
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    • pp.127-138
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    • 2015
  • The purpose of this study was to examine the relationship of bully/victim experiences and bioethics of 5th and 6th graders. Participants were 326 elementary school students. Methods: The data was collected from 1th to 30th October, 2014 in G City. Data were analyzed using descriptive statistics, t-test, ANOVA, Pearson's correlation and multiple regression and Scheff$\acute{e}$ post-hoc analysis by SPSS 18.0. Results: First, in regard to bioethics, significant factors were liking for growing plants (p<.001), emotions after killing insects (p<.001) and the number of friends (p=.003). In regard to bullying experiences, significant factors were gender (p=.021), religion (p=.026), participation in religious activity (p=.019), liking for growing plants (p=.009), insect killing experience (p=.009). The bioethics score of the victim group (2.70 point) were higher than the bully group (2.49 point). The relationship between bully/victim experiences and bioethics was negative. The factors affecting bioethics were liking for growing plants (${\beta}=.159$, p=.004), the number of friends (${\beta}=.124$, p=.030), experiences of being bullied (${\beta}=.352$, p<.001), emotions after killing insects (${\beta}=-.135$, p=.011). Conclusion: Therefore, based on the results of this study, it is required to develop rich learning content and a variety of teaching and learning models for bioethics. Efficient bioethics program would help elementary school students have a higher bioethics awareness. The entire society and families should wake up to the evil effects of school bullying and make concerted efforts to root it out with a sense of responsibility.

우리나라 중.고등학생의 자살 생각 관련요인 분석 (The Analysis on Factors related to Suicide Ideation of Middle and High School Students in Korea)

  • 곽수진;이윤정;정혜선
    • 한국학교보건학회지
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    • 제22권2호
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    • pp.103-111
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    • 2009
  • Purpose: By analyzing factors related to suicide ideation of Korean middle and high school students, the purpose of this study was to multi-dimensionally understand suicide ideation of Korean middle and high school students and arrange the plans to prevent suicide. Methods: This study used and analyzed the data on ‘The 3rd (Year2007) Korea Youth Health Risk Behavior Web-based Survey (KYHRBWS)' conducted by the Korea Centers for Disease Control and Prevention. In this study, we analyzed 74,698 respondents in total. SPSS 12.0 Program was used to analyze the survey. Descriptive statistics, Chi-Square Test and multivariate logistic regression were also used as research methods. Results: 23.8% of the Korean middle and high school students had suicide ideation during the last one year. Girls had higher possibility of suicide ideation by 1.51 times compared to boys. Students with poor academic achievement had more suicide ideation. In terms of health characteristics, students who perceived themselves as not healthy, and students with short weekday sleeping hours, more drinking experience and more smoking experience had more suicide ideation than others. Furthermore, students who perceived themselves as overweight or obese had more suicide ideation than other students. In terms of mental characteristics, students with high level of stress, low level of happiness and depression had more suicide ideation. Conclusion: As a result of this study, we found out that the factor that had the biggest influence on suicide ideation of Korean middle and high school students was depression. Consequently, active supports and policies to decrease suicide ideation of Korean middle and high school students are necessary. Therefore, active interviews, education for suicide prevention, and periodical screening inspection should be introduced in schools.

학교급식 조리종사자의 직무 만족도에 영향을 미치는 직무 소진, 직무 관여 및 조리작업안전에 대한 인식 (The Factors (Job Burnout, Job Engagement, the Workplace Safety) Influencing Employees' Job Satisfaction in School Food Service Operations)

  • 송남청;이혜상;이경은
    • 대한지역사회영양학회지
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    • 제12권5호
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    • pp.606-616
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    • 2007
  • The study was conducted to investigate the influences of food service employees' job burnout, job engagement, and workplace safety perception on their job satisfaction. A survey was administered on 589 school food service employees in Gyeongbuk from December 5, 2005 to February 18, 2006. The final response rate was 71% (N= 416); the data were analyzed using SPSS Windows (ver. 12.0). A majority of the respondents were females (99.0%) and 40 years old or older (75.3%); 84% were temporary contact-based or irregular workers. Among the job burnout dimensions, exhaustion ($2.98{\pm}0.59$) was rated higher than cynicism ($2.33{\pm}0.54$), while professional efficacy level ($3.61{\pm}0.47$) was relatively high. In terms of job engagement, the means of absorption ($3.67{\pm}0.49$) and dedication ($3.65{\pm}0.52$) were higher than that of vigor ($3.22{\pm}0.46$). A systematic environmental level ($3.15{\pm}0.58$) was lower than safety knowledge level ($3.63{\pm}0.49$) among the workplace safety statistics, whereas the anxiety level ($3.25{\pm}0.74$) was relatively high. The food service staff were more satisfied with 'supervisors' and 'co-workers' than with 'pay' and 'promotion'. A hierarchial regression analysis revealed that dedication, absorption, systematic environment, and safety knowledge were significant factors to increase job satisfaction and exhaustion which significantly decreased their job satisfaction.

2017년도 경기도 한방 난임 지원 사업 진료 결과 분석 연구 (A Study on the Subfertility Support Project of Korean Medicine in Gyeonggi-do)

  • 최수지;박장경;이미영;김동일
    • 대한한방부인과학회지
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    • 제31권4호
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    • pp.73-88
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    • 2018
  • Objectives: This study aims to assess the subfertility support project of Korean medicine in Gyeonggi-do. Methods: A total of 231 women ($36.84{\pm}3.79yrs$) out of 361 applicants completed the treatment in this study. The copies of the medical records and study-related documents were provided by the association of Korean Medicine in Gyeonggi-do, in which the personal information was discarded. Descriptive analysis and inferential statistics (e.g., Mann-Whitney U test, Paired t-test, Wilcoxon signed rank test, & logistic regression) were applied to examine the statistical differences between groups and before/after treatments utilizing SPSS 23. All Type I errors (${\alpha}$) for the statistical significance were set at .05 Results: After the treatment, 11.3% of participants became pregnant spontaneously. There was no significant change in blood tests before and after the treatment and the observation period. Also there was no adverse event during the project. After the project, the satisfaction survey was conducted, and 87.5% of participants were satisfied with the project. Conclusions: The findings of this study proved the efficacy of Korean medical treatment for infertile women.