• 제목/요약/키워드: Beta regression analysis

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

  • 구민아;엄붕훈
    • 한국조경학회지
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    • 제46권5호
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    • pp.59-68
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    • 2018
  • 본 연구는 최근 도시재생사업으로 재개발, 계획되고 있는 가로 중 스토리텔링에 의한 테마골목인 '김광석다시그리기 길'을 대상으로 이용 후 평가를 이미지와 만족도를 중심으로 시행하였다. 이는 새로운 장소성을 가진 공간으로 스토리텔링 테마골목 중 낙후된 골목재생을 위해 우리나라 최초로 대중가수의 음악과 예술에 관한 주제로 스토리텔링 장소로써 지속적인 모니터링을 통해 계획, 관리에 필요한 자료가 되기 위해서이다. 이용자 200명을 대상으로 인구통계문항과 이용행태, 동기는 빈도분석을 실시하였으며, 이미지선호도와 만족도평가는 신뢰도분석, 평균치 분석, 요인분석, 다중회귀분석을 실시하여 만족도에 영향을 미치는 변수들을 추출하였다. 또한, 성별, 연령별, 지역별 그룹의 이미지와 만족도 차이를 분산분석과 독립표본 t-검정과 분산분석을 통해 분석하였다. 그 결과, 이용자 특성은 20대 학생이 가장 많았고, 이용 동기와 활동유형은 산책과 구경, 사진촬영 순으로 분석되었다. 이미지평가 변수들은 매우 높은 신뢰도를 보였으며, 평균치들은 상징적인(5.03), 친근한(4.84), 아름다운(4.71), 밝은(4.63) 등의 순으로 높았다. 요인분석 결과, 거리의 분위기, 디자인성 및 역동성 등의 3개 요인이 추출되었다. 다중회귀분석 결과, 상징적인(${\beta}=.314$), 안정된(${\beta}=.248$), 친근한(${\beta}=.204$), 시원한 (${\beta}=.142$)과 같은 이미지 변수들에 의해 이미지 선호도가 영향을 받는 것으로 분석되었다. 만족도평가 또한 매우 높은 신뢰도를 가지며, 요인분석 결과, 시설관리측면, 체험 요인, 이미지 요인 3가지로 분류되었고, 시설물디자인(3.81), 대표거리(3.78), 거리이미지(3.81), 지속적 이용(3.66), 체험관광(3.53) 순으로 만족도를 보였다. 다중회귀분석 결과, 거리이미지(${\beta}=.296$), 관리(${\beta}=.277$), 지속적 이용(${\beta}=.205$), 대표거리(${\beta}=.183$)에 관한 4개 변수가 만족도에 영향을 주는 것으로 분석되었다. 따라서 김광석다시그리길 스토리텔링 골목의 재생사업 이후, 골목의 이미지는 상징성과 경관미, 친근감 등에서 높은 평가를 받으며 이미지 개선에 성공한 것으로 보이고, 만족도에 있어서는 시설물디자인의 개선, 대표거리로서의 상징성과 이미지의 강화, 다양한 체험 등에서 만족도를 보이고 있는 것으로 평가된다. 추후 김광석다시그리기길의 계획과 관리에서는 좀 더 스토리텔링을 통한 장소성을 확립하고, 그로 인해 골목의 정체성과 상징성 또한 높아질 수 있도록 해 나가야 함을 말해 주는 결과로 사료된다.

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

  • 나은영;김현숙
    • 한국학교보건학회지
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    • 제31권3호
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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.

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

  • 김송이;김호선;남민호;리위에쮜엔;쩡홍치앙;박히준;이혜정;채윤병
    • Journal of Acupuncture Research
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    • 제27권1호
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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.

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

  • 이병호;최유진
    • 보건의료산업학회지
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    • 제8권2호
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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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    • 제14권2호
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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.

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

  • 송희승
    • Child Health Nursing Research
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    • 제22권4호
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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.

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

  • 유재순;이종은;박우영
    • 대한간호학회지
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    • 제46권2호
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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.

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

  • 이충열;원준연
    • 생명과학회지
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    • 제8권5호
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    • pp.492-496
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    • 1998
  • $eta$선투과율을 이용하여 식물잎의 수분함량을 측정하기 위하여 1/5000a 와그너 폿트에 생육시킨 벼와 콩및을 대상으로, 정상적으로 생육한 개체만을 선별하였다. $^{99}$Tc(100 $\mu$ci)과 G-M detector사이를 10cm로 두고 그 사이에 잎을 놓아 잎을 통과한 $eta$선량(I)과 잎을 제외시켰을 때의 $eta$선량(Io)을 각각 측정하여 $eta$선투과율(I/Io)를 구하였고, 잎의 생체중과 건물중, 비엽면적을 측정하여 잎의 함수량과 $\beta$선 투과율(I/Io)과의 관계를 구하였다. 1. 잎 절단후 시간이 경과함에 따라 $eta$선투과율(I/Io)은 증가하는 경향이었으며, 토양수분결핍후 수분공급에 의해 $eta$선투과율(I/Io)은 감소하는 경향이었다. 2. 잎의 함수량과 $eta$선투과율(I/Io)과의 직선회귀관계식은 고도의 유의성이 인정되어, 잎의 함수량이 감소할수록 $eta$선투과율(I/Io)은 증가하였다. 3. 잎의 함수량을 종속변수로, 비엽면적(SLA)과 $eta$선투과율(I/Io)을 각각 독립변수로하여 다중회귀를 분석한 결과, 편회귀계수가 SLA는 벼 0.007, 콩 0.004이었고, I/Io는 벼 -0.863, 콩 -0.904로 수분함량에는 $eta$선투과율(I/Io)의 영향이 지배적이어서, $\beta$선투과율(I/Io)에 의한 식물잎의 수분함량이 측정이 가능하였다.

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

  • 장형순;박현주
    • 한국학교보건학회지
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    • 제32권1호
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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.

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

  • 이성란
    • 디지털융복합연구
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    • 제10권1호
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    • pp.385-389
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    • 2012
  • 본 연구는 대장용종수술환자의 건강행태 실행에 영향을 미치는 요인들을 규명하기 위해 수행되었다. 2010년 12월 6일부터 2011년 1월 31일까지 서울에 소재한 종합병원에 내원한 환자 112명을 대상으로 설문 및 면접조사를 하였다. 자료는 t-test, ANOVA, Pearson correlation coefficient 및 Stepwise multiple regression으로 분석하였다. 연구결과 첫째, 생활습관조절을 잘 할수록 긍정적인 태도가 높았고(r=.350, p<.01), 생활불편은 낮았으며 유의한 상관관계를 나타내었다(r=-.263, p<.05). 둘째, 다중회귀분석결과 대장용종수술환자의 건강행태 실행에는 생활습관조절이 가장 중요한 변수로 나타났고(${\beta}$=.392, p=.000), 그 다음은 생활불편(${\beta}$=-.265, p=.007), 체중증가(${\beta}$=-.248, p=.024)이었다. 결론적으로 대장용종수술환자의 건강행태 증진을 위해서는 긍정적인 태도와 생활습관조절이 필요하다.