• Title/Summary/Keyword: Beta regression analysis

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Post Occupancy Evaluation of Image and Satisfaction for Storytelling Theme on the Kim Gwang-Seok Street (스토리텔링 테마골목 이미지 및 만족도에 관한 이용 후 평가 - '김광석다시그리기길'을 대상으로 -)

  • Koo, Min-Ah;Eom, Boong-Hoon
    • Journal of the Korean Institute of Landscape Architecture
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    • v.46 no.5
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    • pp.59-68
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    • 2018
  • This study deals with post-occupancy evaluation (POE) of 'Kim Gwang-seok Street'as storytelling road for urban regeneration. The evaluation focused on image preference and use satisfaction of visitors. This is the initial project of popular singer-storytelling street as a new attraction, and the results could be used as basic data for the sustainable planning and management of storytelling streets. 200 respondents of visitor group were analyzed. Frequency analysis for demographics, use, behavior, reliability, and means, were evaluated. Factor analysis and multiple regression analysis were conducted for image preference and use satisfaction. Responses showed high frequency of twenties in age, who were typically students. In use motives and activities, strolling, sightseeing, and taking pictures were shown to be the most common. The mean scores of image variables showed symbolic (5.03), familiar (4.84), beautiful (4.71), and bright (4.63), the highest. The result of exploratory factor analysis, led to 3 factors being categorized; the mood of street, the design, and the dynamics. Due to the result of multiple regression analysis, the preference of space image was significantly influenced by 4 image variables; symbolic (${\beta}=.314$), stable (${\beta}=.248$), friendly (${\beta}=.204$), and fresh (${\beta}=.142$). In the use satisfaction analysis, the mean scores were highest concerning facility design (3.81), typical street (3.78), the image of street (3.81), continued use (3.66), and experiential tourism (3.53), respectively. The mean score of parking space (2.56) was the lowest. In factor analysis concerning use satisfaction, 3 factors were categorized; facility management, experience, and image. By the result of multiple regression analysis, the total satisfaction of use was significantly influenced by 4 independent variables; image of street (${\beta}=.296$), management (${\beta}=.277$), continued use (${\beta}=.205$), and typical street (${\beta}=.183$). As storytelling road for urban regeneration, 'Kim Gwang-seok Street' has shown considerable success in significant improvement of image preference and user satisfaction. Therefore, the enhancement of 'placeness' through storytelling of Kim Gwang-seok, and the strengthening of its identity and symbolism, should be the basic focus of development for the street in the future.

Influencing Factors of Awareness of Support for the Aged among Adolescents in Korea (청소년의 노인부양의식에 미치는 영향 요인 분석)

  • Na, Eun Young;Kim, Hyeon Suk
    • Journal of the Korean Society of School Health
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    • v.31 no.3
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    • pp.203-213
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    • 2018
  • Purpose: This study provides information for the development of educational programs for improving awareness of support to the elderly among adolescents. Methods: The 350 students of high schools located in Seoul were selected as subjects and surveyed using structured questionnaires during 11th~15th of April in 2014. The 327 subjects were used for analysis and the response rate was 93.4%. SPSS/WIN18.0 program was performed for t-test, ANOVA and regression analysis. Results: First, adolescents with parents aged over 50 compared to those with parents younger than 40 showed high level of awareness of support to the elderly. The high level of cognitive factors including image and perception towards the elderly (t=3.07, p=.01) were significant factors of awareness of support to the elderly. In experiential factors, adolescents with extensive influence of media and experiences with cohabitation with grandparents, and experiences with voluntary service activities were statistically significant with the high level of awareness of support to the elderly. Second, in regression analysis, adolescents' economic support awareness was higher with the stronger influence in the elderly-related media (${\beta}=.221$, p=.032). The emotional support awareness was higher among the eldest sons (${\beta}=.220$, p=.017) and perception (${\beta}=.352$, p=.001) to elderly (${\beta}=.221$, p=.032). Physical support awareness was higher when the positive image for the elderly (${\beta}=.223$, p=.016) and the high perception towards the elderly (${\beta}=.293$, p=.007). Conclusion: The awareness of support to the elderly should be constantly strengthened to the adolescents. Despite the rapid increase of the elderly, studies are not sufficient. Further research will be necessary.

Evaluation of a Traditional Korean Medicine Content Factor and Satisfaction with the Drama "Daejanggeum" (드라마 "대장금"의 한의학 콘텐츠 요소 및 만족도 평가)

  • Kim, Song-Yi;Kim, Ho-Sun;Nam, Min-Ho;Li, Yuejuan;Chung, Hung-Chiang;Park, Hi-Joon;Lee, Hye-Jung;Chae, Youn-Byoung
    • Journal of Acupuncture Research
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    • v.27 no.1
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    • pp.11-20
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    • 2010
  • Objectives : The study was performed to evaluate a traditional Korean Medicine content in drama "Daejanggeum". Methods : One hundred sixty-nine participants in Taiwan responded to the survey with 10 items, regarding components of success of drama "Daejanggeum". Principal component factor analysis and multiple regression analysis were performed to identify the possible factors to satisfaction with watching drama "Daejanggeum". Results : Factor analysis revealed that dramatic factor(44.8%), content factor(12.3%), and cultural factor(11.3%) were the most important factors to success of drama "Daejanggeum". Multiple regression analysis showed that dramatic factor(beta = .342), content factor(beta = .278), and cultural factor(beta = .131) were associated with the satisfaction with watching drama "Daejanggeum"($R^2$ = .394, with F = 32.280, p<.001). Conclusions : This study demonstrated that dramatic factor, content factor, and cultural factor are the most important factors associated with satisfaction with drama "Daejanggeum" in Taiwan. These findings suggest that a traditional Korean Medicine as a content factor would be very influential in enhancing the possibility of success of drama.

The Association between Medical Service Quality, Consumer Satisfaction, Service Value and Customer Loyalty of Dental Patients (치과내원환자가 인지하는 의료서비스 품질과 고객만족, 서비스가치 및 고객충성도와의 관계분석)

  • Lee, Byung-Ho;Choi, Yu-Jin
    • The Korean Journal of Health Service Management
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    • v.8 no.2
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    • pp.89-100
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    • 2014
  • The purpose of this study was to reveal association between medical service quality, consumer satisfaction, service value and customer loyalty. Medical service quality was composed of physical quality, personal quality, technical quality, procedural quality. We thought these factors affect to the consumer satisfaction, service value and customer loyalty. For this study, 221 dental patients in Busan and Ulsan are participated in this study. The data were analyzed with descriptive statistics, t-test, ANOVA, pearson's correlation coefficients, and stepwise multiple regression analysis with SPSS 18.0 program. In conclusion, we obtained the next results. First, the influencing factor in consumer satisfaction were physical quality(${\beta}$=.519), personal quality(${\beta}$=.262), procedural quality(${\beta}$=.110), adjusted $R^2$=.537. Second, the influencing factor in service value were physical quality(${\beta}$=.253), personal quality(${\beta}$=.251), technical quality(${\beta}$=.210), procedural quality(${\beta}$=.136), adjusted $R^2$=.401. Third, the influencing factor in customer loyalty were personal quality(${\beta}$=.343), physical quality(${\beta}$=.302), procedural quality(${\beta}$=.148), adjusted $R^2$=.398. As dental patients' desire to medical service quality becomes diversified, the analysis result is considered to help the future dental service management.

Statistical Analysis of Effective Components for Aroma of Sigumjang

  • Choi, Ung-Kyu;Park, June-Hong
    • Food Science and Biotechnology
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    • v.14 no.2
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    • pp.249-254
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    • 2005
  • The relationship between Sigumjang gas chromatographic patterns precisely analyzed with capillary column and ranked order in sensory analysis was investigated by stepwise multiple regression analysis. Highly predictable multiple regression models were obtained in the analysis. Ninety percent of the Sigumjang aroma was explained by the regression models at step 15 in four transformation except for absolute value transformed with root square and relative value transformed with logarithm. The aroma of Sigumjang was most affected by 2,3-dimethylpyrazine at absolute value and absolute value transformed with logarithm and by 2-furancarboxaldehyde in other transformation. The quality of sigumjang was highly affected by ${\beta}$-phallendrenal, methylpyrazine, tetramethylpyrazine, 5-methyl-2-furancarboxaldehyde, unknown 2, octanoic acid, 4-ethylphenol, methyl 10,13-octadecanoate and ethyl linoleate.

Factors Influencing Fatigue in Mothers of Hospitalized Children (입원 아동 어머니의 피로 영향 요인)

  • Song, Hee Seung
    • Child Health Nursing Research
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    • v.22 no.4
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    • pp.363-369
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    • 2016
  • Purpose: Fatigue in mothers of hospitalized children is an important component for her child's health. This study was done to identify factors influencing fatigue in mothers of hospitalized children. Methods: A descriptive correlation study design was used. Participants were 157 mothers of hospitalized children in a university hospital located in one city. Data were analyzed using t-test, ANOVA, Pearson correlation coefficients and stepwise multiple regression. Results: Mean score for fatigue in mothers of hospitalized children was $2.11{\pm}0.53$. There were significant differences in scores for fatigue in these mothers according to education, sleep satisfaction, and family support. Multiple regression analysis showed that the important factors related to fatigue in mothers of hospitalized children were parenting stress (${\beta}=.44$), hours of sleep (${\beta}=-.25$), and age (${\beta}=-.21$). These factors explained 38% of the total variance. Conclusion: Research results suggest that nursing interventions for mothers of hospitalized children are needed in order to improve the comfort and health of the mothers and facilitate the recovery of their child.

Factors Influencing Quality of Life of Alcoholics Anonymous Members in Korea (익명의 알코올중독자(AA) 모임 참여자의 삶의 질에 영향을 미치는 요인)

  • Yoo, Jae-Soon;Lee, Jongeun;Park, Woo-Young
    • Journal of Korean Academy of Nursing
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    • v.46 no.2
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    • pp.305-314
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    • 2016
  • Purpose: The purpose of this study was to determine quality of life (QOL) related factors in Alcoholics Anonymous (AA) members based on PRECEDE Model. Methods: A cross sectional survey was conducted with participants (N=203) from AA meeting in 11 alcohol counsel centers all over South Korea. Data were collected using a specially designed questionnaire based on the PRECEDE model and including QOL, epidemiological factors (including depression and perceived health status), behavioral factors (continuous abstinence and physical health status and practice), predisposing factors (abstinence self-efficacy and self-esteem), reinforcing factors (social capital and family functioning), and enabling factors. Data were analyzed using t-test, one way ANOVA, Tukey HSD test and hierarchical multiple regression analysis with SPSS (ver. 21.0). Results: Of the educational diagnostic variables, self-esteem (${\beta}=.23$), family functioning (${\beta}=.12$), abstinence self-efficacy (${\beta}=.12$) and social capital (${\beta}=.11$) were strong influential factors in AA members' QOL. In addition, epidemiological diagnostic variables such as depression (${\beta}=-.44$) and perceived health status (${\beta}=.35$) were the main factors in QOL. Also, physical health status and practice (${\beta}=.106$), one of behavioral diagnostic variables was a beneficial factor in QOL. Hierarchical multiple regression analysis showed the determinant variables accounted for 44.0% of the variation in QOL (F=25.76, p<.001). Conclusion: The finding of the study can be used as a framework for planning interventions in order to promote the quality of life of AA members. It is necessary to develop nursing intervention strategies for strengthening educational and epidemiological diagnostic variables in order to improve AA members' QOL.

Determination of Leaf Water Content by Beta Ray Transmission ($\beta$선에 의한 식물잎의 수분함량측정)

  • 이충열;원준연
    • Journal of Life Science
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    • v.8 no.5
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    • pp.492-496
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    • 1998
  • Intact measurement of leaf water content was attempted using the transmission of beta radiation. Prior to the experiments, two tested plants, rice and soybean, were grown in 1/5000a wagner pot. The moisure ratio of plant leaves were measured with the beta radiation transmission method using a G-M detector and $^{99}$ Tc as the beta ray sou-rce. Beta radiation transmission showed a tendancy to increase with the passage of time after leaf cutting. However, it showed a tendancy to decrease with water supply for the lack of water. A positive correlation was found between the leaf water content and beta radiation transmission. The mutiple regression analysis about leaf water content was obtained that the coefficient of partial regression for beta radiation transmission was much higher(rice; -0.863, soybean; -0.904) than that for specific leaf area(rice; 0.007, soybean: 0.004).

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Comparison of Factors influencing Depression between Non-Multicultural and Multicultural Middle School Students (비다문화 중학생과 다문화 중학생의 우울 관련 요인 비교)

  • Jang, Hyungsoon;Park, Hyunju
    • Journal of the Korean Society of School Health
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    • v.32 no.1
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    • pp.10-19
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    • 2019
  • Purpose: The purpose of this study was to compare the factors related to depression between non-multicultural and multicultural middle school students. Methods: In this study, data were collected using structured questionnaires targeting students of 9 middle schools in G Province, Korea. Finally, the data of 304 students were analyzed by descriptive statistics, t-test, ANOVA, Pearson's correlation, and multiple regression analyses using SPSS 24.0. Results: The multicultural students showed a higher depression score ($47.14{\pm}8.33$) than the counterpart ($44.22{\pm}8.11$) (p<.001). The results of the multiple regression analysis revealed that academic stress (${\beta}=.33$, p<.001), peer attachment (${\beta}=-.13$, p<.02), and body image (${\beta}=.25$, p<.001) were the influencing factors on depression in non-multicultural students. However, in multicultural students, depression was related to peer attachment (${\beta}=-.16$, p=.03) and self-esteem (${\beta}=-.42$, p<.001). Conclusion: To prevent and manage depression in non-multicultural middle school students, it is essential to help them relieve academic stress and build peer relationships and positive body image. For multicultural middle school students, helping them to have high self-esteem and peer attachment would be the first measure to prevent and manage depression.

Effect of Patients with Colon Polypectomy on Health Behavior Practices (대장용종수술환자의 건강행태 실행에 영향을 미치는 요인)

  • Lee, Seong-Ran
    • Journal of Digital Convergence
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    • v.10 no.1
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    • pp.385-389
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    • 2012
  • This study was performed to determine the effect of patients with colon polypectomy on health behavior practices. Data were surveyed using interview and questionnaires by 112 patients with colon polypectomy in a general hospital who were located in Seoul from December 6, 2010 to January 31, 2011. Data were evaluated with t-test, ANOVA, Pearson correlation coefficient, and Stepwise multiple regression. The results were as follows: First, the higher control of life habit was, the more positive attitude(r=.350, p<.01) and the less inconvenience was significant correlation(r=-.263, p<.05). Secondly, in the stepwise multiple regression analysis, the most important factors influencing health behavior practices were control of life habit(${\beta}$=.392, p=.000), and then inconvenience of life(${\beta}$=-.265, p=.007), weight gain(${\beta}$=-.248, p=.024). In conclusion, positive attitude and control of life habit are necessary to improve the health behavior of patient with colon polypectomy.