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

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A Study on the Characteristics of Participants' Perception for Improvement of Education on Return to Mountain Village - In the Case of the Participants in Senior Mountain Village School - (귀산촌 교육 개선을 위한 교육 참가자 인식 특성 분석 - 시니어 산촌학교 참가자를 대상으로 -)

  • Kim, Ye-Ji;Seo, Jeong-Weon;Kim, Seong-Hak
    • Journal of Environmental Science International
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    • v.27 no.12
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    • pp.1249-1260
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    • 2018
  • The present study aimed to examine participants' perception regarding improvements in education for their return to a mountain village, based on "satisfaction, motivation's achievement, and effectiveness." Survey was conducted with 80 participants in 2017, of which 64 valid responses were used for statistical analysis. SPSS 21.0 program was used to conduct descriptive statistics, reliability analysis, factor analysis, and multiple regression analysis. The major findings were that a higher level of "satisfaction regarding the instructor and teaching materials" resulted in a higher level of motivation's achievement of technology skills, social skills and effectiveness in interpersonal exchange. The findings also revealed that if "the content of education" were satisfactory, there was effective self development. In addition, the higher the motivation's achievement of social skill, the higher the perception in effectiveness of self development and interpersonal exchange. The study can contribute to provide baseline data for improvement of education on return of people to their mountain villages, which are collaborating with civic groups, governments, research institutions and enterprises.

Effects of Appearance Stress and Appearance Management Behavior on Job-seeking Stress among Male University Students (남자대학생의 외모 스트레스와 외모관리행동이 취업 스트레스에 미치는 영향)

  • Kang, Hyun-Ju;Choe, Hye Jeong;Kim, Joo Hyun;Chae, Young Ran;Kang, So Yean;Lee, Sun Hee;Kim, Won Hee
    • Journal of the Korean Society of School Health
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    • v.31 no.2
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    • pp.108-116
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    • 2018
  • Purpose: The purpose of this study was to investigate the effects of appearance stress and appearance management behavior on job-seeking stress among male university students. Methods: The participants of this cross-sectional and descriptive study were 158 male students attending a university in K Province who completed a self-report structured questionnaire. The survey period was from September 19th to November 9th, 2017. Data were analyzed using descriptive statistics, independent t-test, one-way ANOVA, correlation and multiple linear regression analyses with the SPSS statistics 23 program. Results: Job-seeking stress showed significant differences according to BMI (F=2.55, p=.042) and pocket money (F=3.08, p=.049). The results of the regression analysis showed that grade (${\beta}=8.93$, p=.008), pocket money (${\beta}=-5.11$, p=.029), appearance stress (${\beta}=.52$, p<.001), and appearance management behavior (${\beta}=.25$, p=.001) were significant factors affecting jog search stress. Conclusion: The findings of this study suggest that variables such as grade, pocket money, appearance stress, and appearance management behavior significantly explain job-seeking stress among male students in college. Therefore, it is necessary to develop a program to reduce job-seeking stress for senior male students who are preparing for employment before graduation. In addition, when organizing a program to reduce job-seeking for male university students, it is necessary to help them have a more positive evaluation of their appearance and pursue proper appearance management behaviors.

Creation of Intellectual Capital in Hospital Organizations and Factors Influencing Creation of Intellectual Capital (임상간호사가 지각한 병원조직의 새로운 지적자본 창출 능력 영향요인)

  • Jang, Keum-Seong;Kim, Eun-A;Kim, Min-Soo;Sim, Jae-Yeun;Park, Hyun-Young
    • Journal of Korean Academy of Nursing Administration
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    • v.18 no.1
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    • pp.46-55
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    • 2012
  • Purpose: This study was designed to identify creation of intellectual capital and factors influencing the creation of intellectual capital in hospital organizations. Methods: A cross-sectional design was used, with a convenience sample of 300 nurses from three general hospitals in Gwangju and South Cholla province. The tools used for this study were scales measuring creation of intellectual capital (8 items), social capital (20 items), knowledge management (8 items). Data was analyzed with descriptive statistics, Pearson's correlation coefficient and regression using the SPSS WIN 18.0 program. Results: There were significantly positive relationships between social capital and knowledge management with creation of intellectual capital. The mean score for creation of intellectual capital in hospital organizations was 4.59 points. Factors influencing creation of intellectual capital in hospital organization were identified as knowledge management (${\beta}$=.625), shared values & action (${\beta}$=.166), and participation in civic activities (${\beta}$=.118). These factors explained 59.3% of the variance in creation of intellectual capital in hospital organizations. Conclusion: The results indicate which factors are major factors influencing creation of intellectual capital and therefore, serve as predictors of creation of intellectual capital in hospital organizations.

An Evaluation of the Statistical Techniques Used in the 1995-2007 Editions of the Korea Institute of Oriental Medicine (한국한의학연구원 논문집에 사용된 통계기법의 평가)

  • Kang, Kyung-Won;Kang, Byung-Gab;Go, Mi-Mi;Shin, Sun-Hwa;Choi, Sun-Mi
    • Korean Journal of Oriental Medicine
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    • v.13 no.2 s.20
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    • pp.121-125
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    • 2007
  • Background and Purpose : The purpose of this study was done to investigate what kinds of statistical techniques have been used to analyze data from oriental medicine research Methods : 135 original articles which used statistical techniques in their data analysis were selected from the articles published in The Journal of Korea Institute of Oriental Medicine(JKIOM) between 1995 to 2007. Results : Among 135 articles, 59 articles used descriptive statistics while 76 articles used inferential statistics for data analysis. For that 76 articles, two-sample t-test(33 articles), analysis of variance(29 articles), regression(9 articles), chi-square test(5 articles), nonparametic test(4 articles), Fisher's exact test(3 articles), and other test(9 articles) were chosen to analyze the data. SAS and SPSS statistical softwares(82.50%) were mostly used to analyze the data. Nonparametic tests were used to 4 articles(6.97%) of 67 articles and parametic tests were used to 63 articles(93.03%) of 67 articles. Among 29 articles used analysis of variance, duncan(8 articles), dunnet(4 articles), bonferroni(4 articles), turkey(3 articles), scheff(1 article) were used to do multiple comparison. 9 articles did not carry out the multiple comparison. Conclusions : It was found that the frequencies of statistical package used and statistical analysis used were not much by now. High level statistical analyses were not used most for oriental medicine research.

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The Effect of Food Choice Motive on Attitude and Intention of Purchasing Organic Food (식품의 선택 동기가 유기농 식품에 대한 태도 및 구매의도에 미치는 영향에 관한 연구)

  • Kim, Dong-Ki;Kim, Sun-Joo;Lee, Kyung-Hee
    • Journal of the Korean Society of Food Culture
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    • v.26 no.5
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    • pp.506-512
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    • 2011
  • Due to an overall increase of income, the general standard of living has improved and people have begun to be interested in being more healthy in their lives. This tendency has affected the food market, especially in relation to organic and eco-friendly food. Thus, the overall market size for those products has grown to give more choices to consumers. To examine the effect of the motive for choosing certain food products on the actual attitude and intent to purchase the products, a survey was given to 330 people living in Seoul, which resulted in 235 usable responses. The content of the questionnaire consisted of 18 questions on food choice motives, 3 questions on the attitude toward organic foods and 3 questions on the intention of purchasing for organic foods. The SPSS 12.0 statistics program was used to analyze of following: frequency analysis, factor analysis, reliability analysis, t-test, one way ANOVA and regression analysis. Five factors of food choice motives were obtained from the analysis: health, convenience, price, familiarity and environmental protection. The regression analysis showed that food choice motive, health and environmental protection factors have a positive relationship with organic food attitudes and organic food attitudes have a positive relationship with the intent to purchase organic food.

Strengthening of prestressed girder-deck system with partially debonding strand by the use of CFRP or steel plates: Analytical investigation

  • Haoran Ni;Riliang Li;Riyad S. Aboutaha
    • Computers and Concrete
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    • v.31 no.4
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    • pp.349-358
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    • 2023
  • This paper describes an in-depth analysis on flexural strength of a girder-deck system experiencing a strand debonding damage with various strengthening systems, based on finite element software ABAQUS. A detailed finite element analysis (FEA) model was developed and verified against the relevant experimental data performed by other researchers. The proposed analytical model showed a good agreement with experimental data. Based on the verified FE model, over a hundred girder-deck systems were investigated with the consideration of following variables: 1) debonding level, 2) span-to-depth ratio (L/d), 3) strengthening type, 4) strengthening material thickness. Based on the data above, a new detailed analytical model was developed and proposed for estimating residual flexural strength of the strand-debonding damaged girder-deck system with strengthening systems. It was demonstrated that both finite element model and analysis model could be used to predict flexural behaviors for debonding damaged prestressed girder-deck systems. Since the strands are debonding from surrounding concrete over a certain zone over the length of the beam, the increase of strain in strands can be linked with a ratio ψ, which is Lp/c. The analytical model was proposed and developed regarding the ratio ψ. By conducting procedure of calculating ψ, the ψ value varies from 9.3 to 70.1. Multiple nonlinear regression analysis was performed in Software IBM SPSS Statistics 27.0.1 to derive equation of ψ. ψ equation was curved to be an exponential function, and the independent variable (X) is a linear function in terms of three variables of debonding level (λ), span length (L), and amount of strengthening material (As). The coefficient of determinate (R2) for curve fitting in nonlinear regression analysis is 0.8768. The developed analytical model was compared to the ultimate capacities computed by FEA model.

Factors Influencing the Somatization of Elementary School Students (초등학생의 신체화 증상에 관한 영향요인)

  • Choi, Yeon Hee;Jung, Chang Suk;You, Jun Ok;Hyung, Na Kyum
    • Journal of Korean Public Health Nursing
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    • v.31 no.3
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    • pp.505-517
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    • 2017
  • Purpose: This study was conducted to investigate factors affecting the somatizationof 4th grade elementary school students in South Korea. Methods: The research used cross-sectional data of 2,031 first grade elementary school students that participated in 4th-year Korean Children and Youth Panel Survey (KCYPS). Data analysis, which included descriptive statistics, t-tests, one-way ANOVA, Pearson's correlation, and hierarchical regression,was performed using SPSS/WIN 23.0. Results: Aggression (r=0.60, p<.001) and depression (r=0.69, p<.001) showed significant positive correlation, while affection (r=-0.22, p<.001), reasonable explanation (r=-0.28, p<.001), peer relationship (r=-0.06, p=.001), and teacher relationship (r=-0.20, p<.001) were negatively correlated with somatization of elementary school students. Hierarchical regression analysis revealed that depression (${\beta}=0.52$, t=25.52, p<.001), aggression (${\beta}=0.27$, t=13.30, p<.001), reasonable explanation (${\beta}=0.05$, t=2.99, p=.002), and affection (${\beta}=0.04$, t=2.13, p=.031) were significant predictors of somatization. This regression model has an explanatory power of 52.8%. Conclusion: To reduce somatization, it is necessary to develop a therapeutic intervention to change student emotions into a positive coping mechanism and strategy. The results of this study will contribute to the development of programs and practices for healthy school life.

Factors Affecting on Medical Satisfaction in Multicultural Members (다문화 구성원의 의료만족도에 영향을 미치는 요인)

  • Ahn, Seong sin;Jang, Mi-Hwa
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.21 no.9
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    • pp.199-209
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    • 2020
  • This study was a descriptive study performed to identify factors affecting medical satisfaction in multicultural members. The survey participants were 301 multicultural members in A city. The data were analyzed using descriptive statistics and Independent t-tests, One-way ANOVA, and Stepwise multiple regression analysis with the SPSS 14.0 program. Stepwise multiple regression analysis revealed that the predictors of satisfaction among the medical staff were satisfaction with age and health insurance, which accounted for 28% of all variance. Predictors of satisfaction with the medical environment were age and jobs, which accounted for 17% of all variance. Predictors of satisfaction with medical expenses were multicultural form, educational level, and jobs, which accounted for 33% of all variance. These results suggest that we need to develop and implement strategies and programs that can enhance satisfaction with medical use among multicultural members.

Analysis on the Effect of Oral habits and Stress on Temporomandibular disorder in High school students (고등학생의 구강 악습관과 스트레스가 턱관절 장애에 미치는 영향 분석)

  • Lee, Ga-Ryoung
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.21 no.11
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    • pp.193-200
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    • 2020
  • This study used a structured questionnaire to analyze the effects of oral habits and stress on temporomandibular disorders in high school students. A total of 339 students attending high schools in Ulsan agreed to participate in the study. Data was analyzed using the SPSS Statistics ver. 18.0 for Windows program, t-test, one-way ANOVA, correlation, and regression analysis. Our results reveal that the temporomandibular disorder index is statistically correlated with the oral habit index, school life stress index, family life stress index, interpersonal stress index, and egosphere stress index (p≤0.01). The oral habit index had maximum influence on the temporomandibular disorder index. Moreover, higher the stress level in egosphere stress, greater significant differences were observed in the temporomandibular disorder index (p≤0.01). In other words, persistence of oral habits and non-addressal of stress increased the likelihood of experiencing temporomandibular disorders in adulthood. This was determined by the regression formula Y (temporomandibular disorder index) = 2.563 + 0.550X1 (oral habit index) + 0.134X2 (egosphere stress index). Thus, bad oral habits and stress in adolescence can be the potential cause of jaw joint disorders in adulthood. We believe that measures are needed to actively recognize and improve oral habits, and properly cope with stress during adolescence.

Impact of Social Maturity on Physical Health and Mental Health among Sustained Sport-for-All Participants (지속적인 생활스포츠 참여자의 사회적 성숙이 신체적·정신적 건강에 미치는 영향)

  • Moon, Tae-Young
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.13 no.10
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    • pp.4703-4710
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    • 2012
  • The purpose of this study was to examine the impact of the social maturity of sustained sport-for-all participants on their physical and mental health. The subjects in this study were 190 company employees who were selected by convenience sampling from among the residents in Gangwon Province. The selected office workers continued to participate in sport-for-all programs. After a survey was conduced from November 7 to 25, 2011, the statistical package SPSS WIN 18.0 was employed to analyze the collected data. To find out the general characteristics of the subjects, frequency analysis was made, and the reliability test of the instrument and factor analysis were carried out. Descriptive statistics analysis was made by factor, and multiple regression analysis was utilized to look for connections among their variables. As a result, it's found that the social maturity of the sustained sport-for-all participants made a significant difference to their physical health, and that their social maturity made a significant difference to mental health as well. As sustained sport-for-all participation was found to be correlated to their physical and mental health, office workers should be given a chance to participate in sport-for-all on a long-term basis.