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

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Effect of the Elderly's Change of Life on the Satisfaction of Care Service through the Donation Bank of Social Contribution Activities : Focusing on the Mediating Effect of Social Integration (사회공헌활동 기부은행을 통한 돌봄노인의 생활변화가 돌봄서비스 만족도에 미치는 영향 : 사회통합감의 매개효과를 중심으로)

  • Choi, Mi-Young;Jang, Young-Shin
    • The Journal of the Korea Contents Association
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    • v.20 no.4
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    • pp.254-263
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    • 2020
  • The purpose of this study is to verify whether there is a mediating effect of social integration in the relationship between the elderly's change of life and satisfaction of care service through the 'Donation Bank of Social Contribution Activities'. The ultimate aim is to improve social values and the quality of life of the senior citizens. In order to achieve the purpose of this study, a survey was conducted focusing on senior citizens using care services from 50 institutions performing Care Bank activities and data of 434 people were finally used for analysis. For the analysis method, frequency analysis, descriptive statistics, correlation analysis and hierarchical regression analysis were applied by using SPSS 25 package program. As a result of the analysis, it was found that the life changes of caring elderly had a significant effect on satisfaction of care service. In addition, the social integration had a statistically significant mediating effect on the relationship between the elderly's change of life and satisfaction with care service. Based on these findings, practical and policy alternatives were discussed to improve the quality of life of senior citizens, and to enhance social integration and satisfaction with care services.

Efficiency analysis of Oriental hospitals according to characteristics (한방병원 특성별 경영효율성 분석)

  • Kim, Young-Sik;Lee, Woo-Chun
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.18 no.5
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    • pp.59-67
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    • 2017
  • This study analyzes the efficiency of oriental hospitals using DEA(Data Envelopment Analysis). The input variables include the numbers of doctors, nurses, medical technicians, and beds. The output variable iscomprised of the sales account. The analysis tools used are EnPas and IBM SPSS Statistics 19. As a result of efficiency analysis, the private hospitals(establishment), less than 10 years in operation(operating period), containing less than 50 beds (number of the beds), located in the metropolitan area(location) showed high efficiency in the BCC(Banker, Charnes & Cooper) model, but indicated relatively low efficiency in CCR(Charnes, Cooper & Rhodes) model. This contradictory result is caused by inefficiencies in hospital size. The logistic regression analysis conducted to analyze the variables that affect the efficiency of oriental hospitals found that the efficiency decreased by 0.955 with each increase of 1 bed in the hospital.

The Analysis on Location and Service Factors Affecting the Management and Use of Judo Gym (유도체육관 운영 및 이용에 영향을 미치는 입지와 서비스 요인 분석)

  • Lee, Do-Heui;Oh, Kyung-Ah
    • Journal of the Korean Applied Science and Technology
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    • v.36 no.2
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    • pp.507-523
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    • 2019
  • This purpose of study was to Analysis on Location and Service Factors Affecting the Management and Use of Judo Gym. This study aims at providing fundamental data and information on Judo coach by studying what effects of location and use factor on trainee satisfaction. The survey was done through 350 copies and excluding 11 copies ran an analysis on the remaining 339(96.8%) copies. After question investigating the data which is collected used IBM SPSS statistics 21 program, frequency analysis, Exploratory factor analysis, Cronbach's ${\alpha}$, correlation analysis, multiple regression. The result of this study were as follows. First, management, location, coach, trainee value, facility, communication in Judo gym location and use factors showed (+) effects on trainee satisfaction. Second, Program operation, Gym quit use, Whether or not to insure in management factor showed (+) effects on trainee satisfaction. Third, Coach credibility in coach factor showed (+) effects on trainee satisfaction. Forth, Member communication in communication factor showed (+) effects on trainee satisfaction. Fifth, Wholesome leisure, Athletic ability improving in trainee value factor showed (+) effects on trainee satisfaction. Sixth, main facility level, additional facility level in facility factor showed (+) effects on trainee satisfaction. Seventh, Visibility in location factor showed (+) effects on trainee satisfaction. And location type(station area, residential district, commercial area) of Judo gym showed (+) effect on management, trainee value, location, communication, facility.

The Effects of Information Utilization Ability on Life Satisfaction in the Elderly (노인의 정보 활용능력이 생활만족에 미치는 영향)

  • Yoo, Yong-Shik
    • Journal of Korea Entertainment Industry Association
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    • v.15 no.2
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    • pp.213-222
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    • 2021
  • The purpose of this study is to provide basic data for practical measures to improve life satisfaction through appropriate information utilization ability for the elderly by specifically grasping the effect of information utilization ability of the elderly on life satisfaction. The subjects of this study were 220 elderly people aged 65 and over who live in J city, Chungbuk. In order to examine the effects of the information literacy of the elderly on life satisfaction, frequency analysis, descriptive statistics analysis, correlation analysis, and multiple regression analysis were conducted. For statistical analysis, SPSS 20.0 program was used for analysis. The results of this study showed that information technology and information literacy were significant factors affecting life satisfaction among the information literacy abilities of the elderly. This means that the higher the information technology ability and information utilization ability in the information utilization ability of the elderly, the higher the life satisfaction. Especially, information literacy has a greater effect on life satisfaction than information technology ability. However, information provision ability and information criticism ability did not have a significant effect on life satisfaction. Based on the results of this study, policy suggestions are as follows: First, it is necessary to activate information education to improve the information literacy of the elderly. Second, it is necessary to build information infrastructure to improve the information technology ability of the elderly.

Effect Young Children's Temperament and Teacher-child Relationship on Young Children's Leadership (유아 기질 및 교사-유아 관계가 유아 리더십에 미치는 영향)

  • Ko, Jeong-Lee
    • The Journal of the Korea Contents Association
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    • v.14 no.5
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    • pp.524-540
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    • 2014
  • The purpose of this study was to analyze effect young children's temperament and teacher-child relationship on child's leadership. Subject were 3~5 years old 333 kindergarten young children. young children's parents answered young children's temperament questionnaire. young children's teacher answered young children's temperament and teacher-child relationship questionnaire. The research tools used in this study were the questionnaire for assessment scale of young children's temperament, teacher-child relationship and young children's leadership. To analyze effect young children's temperament and teacher-child relationship on young children's leadership, questionnaires were reconstruted from existing questionnaires. Using SPSS statistics 20 for window program, Scheff$\acute{e}$ verification, pearson product moment correlation, mutiple regression analysis, tolerance, variance inflation factor and VIF were used to analyze the data. Results of this study are summarized as follows: In child's temperament, regularity, in teacher-child relationship, closerelationship, in young children's leadership, goal achivement competence were appeared most high. In young children's temperament, adaptabilituy and durability effected on child's leadership positively. In teacher-child relationship, closerelationship and dependency relationship effected on young children's leadership positively.

Influence of Nursing Students' Stress and Self Esteem on Subjective Happiness (간호학생의 스트레스, 자아존중감이 주관적 행복감에 미치는 영향)

  • Park, Mi-Sook
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.19 no.4
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    • pp.395-402
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    • 2018
  • This study was conducted to identify factors influencing subjective happiness among nursing students. Participants consisted of 147 nursing students who were in the third and fourth years at two universities located in the Chungbuk and Kyungbuk provinces. Data were collected using questionnaires that looked at college-based stress, clinical-based stress, self-esteem, and subjective happiness from September 26 to October 29, 2016. Collected data were analyzed using the SPSS 22.0 statistics program with descriptive statistics, an independent t-test, analysis of variance (ANOVA), Scheffe's test, and hierarchical regression. The mean score for subjective happiness was 19.91 (range: 4 to 28). The mean for college-based stress was 2.92, and clinical-based stress was 2.61 (range: 1 to 5). The mean for self-esteem was 29.74 (range: 10 to 40). The significant predictors of subjective happiness in nursing students were self-esteem (p<.001), economic status (p=.002), interpersonal relationships (p=.001), and satisfaction with their major (p=.003). The explanatory power of variance was 68%, with self-esteem serving as the major predictor variable for subjective happiness. Therefore, we need various strategies that can enhance self-esteem, satisfaction with the major, and interpersonal relationships in order to improve nursing students' subjective happiness.

119 Rescuers' image of Citizens (일반시민의 119구급대원에 대한 이미지)

  • Uhm, Dong-Choon;Kim, Jin-Woo
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.13 no.5
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    • pp.2259-2266
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    • 2012
  • This study was analyzed the 119 rescuers' image of citizens to provide a fundamental material to improve 119 rescuers' image effectively. This research design was a descriptive study. Data were collected from November 9, 2011 to December 9, 2011, and analyzed by SPSS PASW statistics 18.0 program. Among the 4 subcategories of the image, occupational image was found the highest value($3.17{\pm}0.36$), and the social image($2.81{\pm}0.48$) was found the lowest. There were statistical different between age($p$ <.001), occupation($p$ <.001), whether or not the emergency first response education is completed($p$ <.05), and whether or not 119 emergency service is received($p$ <.05). In the result of multivariate regression analysis, adjusted $R^2$ value was 0.120. The model fit 12.0%. Occupation (students, housewives and office workers) and those who completed emergency first response education were showed a positive image of 119 rescuers. There is a need to compare and analyze the image of 119 rescuers in accordance with whether or not 119 emergency service is received and the satisfaction with the emergency service under the control of the general characteristics(sex, age, occupation, economic level, etc.) of subjects.

The Effect of Post-Traumatic Stress on Depression of Korean and Vietnam War Veterans: Mediating Effect Analysis of Ego-Resilience (한국전, 베트남 참전 국가유공자들의 외상 후 스트레스가 우울에 미치는 영향에 대한 융복합적 연구 : 자아-적응유연성의 매개효과 분석)

  • Kim, Yunyoung;Hyun, Hye Sun;Choi, Nayoung;Kim, Tae Yeol
    • Journal of Digital Convergence
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    • v.17 no.11
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    • pp.547-556
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    • 2019
  • The purpose of this study was to investigate the relationship between post-traumatic stress and depression in veterans and to examine mediating effects of ego-resilience in relation. Data were collected from 383 subjects of National Merit of the Korean War or Vietnam War with the cooperation of the Daegu Veterinary Association from March to June 2018, and the collected data were analyzed using the SPSS 24.0 Statistics Program to analyze the mediating effects of ego-resilience in post-traumatic stress and depression with hierarchical multiple regression. Post-traumatic stress was found to be high in the case of long absence(F=7.97, p<.001), unemployment(t=2.09, p=.040), poor economic condition(F=64.49, p<.001), and ego-resilience as a parameter in the relationship between post-traumatic stress and depression. Based on the results of this study, it is required to develop various programs focusing on improving ego-resilience and systematic management at the national level in order to intervene in depression of veteran.

Influence of Clinical Nurses' Personality and Resilience on Happiness Index (임상간호사의 인성, 회복탄력성이 행복지수에 미치는 영향)

  • Kim, Sung-Eun
    • Journal of Digital Convergence
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    • v.17 no.8
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    • pp.357-365
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    • 2019
  • This study was conducted to identify correlations in clinical nurses' personality, resilience and happiness index to provide basic resources for nurses' happiness at work. Methods: From May 1 to 15, 2019, self-report questionnaires were distributed and collected from 307 of clinical nurses in 10 hospitals located in P-metropolitan city and K-province. Analyses included descriptive statistics, t-test, Analysis of Variance, Pearson's correlation coefficient, and multiple regression, conducted using IBM SPSS/WIN 24.0. Mean scores were nurses' personality 3.67, resilience 3.28, and happiness index 3.28. There were significant differences on the happiness index for: clinical experience, type of work, and leisure activities and a positive correlation between personality and resilience, between personality and happiness index and between happiness index and resilience. Happiness index was influenced by clinical experience 'Less than 1-5' (${\beta}=-.41$), '${\geq}10$' ${\beta}=-.39$), 'Less than 5-10' (${\beta}=-.34$), resilience (${\beta}=.35$), personality (${\beta}=.29$), type of work '3 shifts' (${\beta}=.12$), leisure activities (${\beta}=.10$). Explanatory power of these variables was 41%. Conclusion: Based on the findings of this study, so it is necessary to operated the career management, work management, personality training, support for resilience promotion program and leisure activities in order to increase the happiness index of hospital nurses.

Detecting the Climate Factors related to Dry Matter Yield of Whole Crop Maize (사일리지용 옥수수의 건물수량에 영향을 미치는 기후요인 탐색)

  • Peng, Jing-lun;Kim, Moon-ju;Kim, Young-ju;Jo, Mu-hwan;Nejad, Jalil Ghassemi;Lee, Bae-hun;Ji, Do-hyeon;Kim, Ji-yung;Oh, Seung-min;Kim, Byong-wan;Kim, Kyung-dae;So, Min-jeong;Park, Hyung-soo;Sung, Kyung-il
    • Korean Journal of Agricultural and Forest Meteorology
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    • v.17 no.3
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    • pp.261-269
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    • 2015
  • The purpose of this research is to identify the significance of climate factors related to the significance of change of dry matter yield (DMY) of whole crop maize (WCM) by year through the exploratory data analysis. The data (124 varieties; n=993 in 7 provinces) was prepared after deletion and modification of the insufficient and repetitive data from the results (124 varieties; n=1027 in 7 provinces) of import adaptation experiment done by National Agricultural Cooperation Federation. WCM was classified into early-maturity (25 varieties, n=200), mid-maturity (40 varieties, n=409), late-maturity (27 varieties, n=234) and others (32 varieties, n=150) based on relative maturity and days to silking. For determining climate factors, 6 weather variables were generated using weather data. For detecting DMY and climate factors, SPSS21.0 was used for operating descriptive statistics and Shapiro-Wilk test. Mean DMY by year was classified into upper and lower groups, and a statistically significant difference in DMY was found between two groups (p<0.05). To find the reasons of significant difference between two groups, after statistics analysis of the climate variables, it was found that Seeding-Harvesting Accumulated Growing Degree Days (SHAGDD), Seeding-Harvesting Precipitation (SHP) and Seeding-Harvesting Hour of sunshine (SHH) were significantly different between two groups (p<0.05), whereas Seeding-Harvesting number of Days with Precipitation (SHDP) had no significant effects on DMY (p>0.05). These results indicate that the SHAGDD, SHP and SHH are related to DMY of WCM, but the comparison of R2 among three variables (SHAGDD, SHP and SHH) couldn't be obtained which is needed to be done by regression analysis as well as the prediction model of DMY in the future study.