• 제목/요약/키워드: beta regression model

검색결과 241건 처리시간 0.024초

항문보존술을 받은 직장암 환자의 배변기능, 불안 및 우울이 삶의 질에 미치는 영향 (Impact of Bowel Function, Anxiety and Depression on Quality of Life in Patients with Sphincter-preserving Resection for Rectal Cancer)

  • 권현준;신윤희
    • 대한간호학회지
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    • 제45권5호
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    • pp.733-741
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    • 2015
  • Purpose: This study was a descriptive survey research to identify the impact of bowel function, anxiety and depression on quality of life in patients with rectal cancer who had a sphincter-preserving resection. Methods: Participants were 100 patients who had rectal cancer surgery at W hospital in Korea. Bowel function, anxiety & depression, and quality of life were measured using the BFI (Bowel Function Instrument), HADS (Hospital Anxiety-Depression Scale) and the FACT-C (Functional Assessment of Cancer Therapy-Colorectal). Results: The mean scores were $39.81{\pm}5.16$ for bowel function, $6.15{\pm}3.25$ for anxiety, $7.24{\pm}3.13$ for depression, and $72.50{\pm}13.27$ for quality of life. There were significant negative correlations between quality of life and anxiety (r= -.59, p <.001) and between quality of life and depression (r= -.53, p <.001). But the correlation between quality of life and bowel function was significantly positive (r=.22, p =.025). The influence of the independent variables on the total quality of life was examined using multiple regression analysis. Anxiety (${\beta}$= -.38, p =.002), bowel function (${\beta}$= -.25, p =.028) and occupation (${\beta}$=.16, p =.048) were identified as factors affecting quality of life. The explanation power of this regression model was 44% and it was statistically significant (F=16.53, p <.001). Conclusion: The results of this study indicate that in order to improve the bowel function of patients after sphincter-preserving resection for rectal cancer, effective nursing interventions should be developed. As psychological problem such as anxiety and depression can relate to quality of life for these patients, nurses should work on improving the situation by providing continuous emotional nursing.

Assessment of Factors Associated with the Safety Depth of GV15 Yamen -Factors Associated with the Safety Depth of GV15-

  • Park, Soo-Jung;Jin, Ming;Joo, Jong-Cheon;Kwon, Young-Mi
    • 대한약침학회지
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    • 제17권1호
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    • pp.70-73
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    • 2014
  • Objectives: Yamen is the fifteenth acupoint of the Governor Vessel Meridian (GV15). It is anatomically close to the medulla oblongata, so finding the safety depth of the acupoint is very important. However, few studies on the safety depth of GV15 have been done. Methods: This study tried to measure the safety depth of GV15 by using magnetic resonance imaging (MRI) scans and to analyze the factors affecting the safety depth through multiple regression analyses. This study was carried out for patients who had a brain MRI scan while visiting Jeonju Wonkwang Hospital, Korea. The shortest distance between the glabella and the occipital protuberance (DGO), the horizontal distance between the glabella and the back of the head (DGB) and the dangerous depth (DD) were measured from the sagittal views of the MRI images. The DD is the horizontal distance from the skin's surface at GV15 to the spinal dura mater. Results: The model suggested that the safety depth (SD) was significantly associated with gender (${\beta}$ = 0.474, P < 0.0001), DGO (${\beta}$ = 0.272, P = 0.027), and BMI (${\beta}$ = 0.249, P = 0.005) and the combination of three variables can explain the SD, with $R^2$ = 0.571 (Table 3). A longer SD was associated with males and with greater BMI and DGO. Conclusion: This study suggests that gender, BMI and DGO may be important factors when the SD of GV15 is considered clinically through a multiple regression analysis of GV15.

일부 한국 성인 여성들의 혈중 PCBs 농도 및 그 노출요인의 연구 (The Concentrations of PCBs in the Serum and Theri Predictors of Exposure n Korean Women)

  • 민선영;정문호;이강숙;노영만;구정환
    • 한국환경보건학회지
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    • 제26권2호
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    • pp.97-107
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    • 2000
  • PCBs [Polychlorinated biphenyls] are halogenated aromatic compounds with the empirical formula C12H10-nCln(n=1~10), and are a mixture of possible 209 different chlorinated congeners. PCBs were widely used as dielectric fluids for capacitors, transformers, plasticizers, lubricant inks, and paint additives. once released into the environment, PCBs persist for years because they are so resistant to degradation. In addition to their high degree of lipophilicity. In 1970s, the worldwide production of PCBs seem to be still in use. The environmental load of PCBs was prohibited since 1983 in Korea. In spite of these actions, many PCBs seem to be still in use. The environmental load of PCBs will continue to be recycled through air, land, water, and the biosphere for decades to come. This study was conducted to measure the concentrations of PCBs I the serum samples of 112 women by GC/MSD(Hewlett Packard 5897 Gas Chromatography-Mass Chromatography Detector) and CG/ECD(Hewlett Packard 5890 series-II gas chromatography-Electron capture detector, U.S.A). The main results of this study were as follows; The mean and standard deviation of serum PCBs were 3.613, 0.759 ppb, respectively and median of it was 3.828 ppb. The correlation coefficients of the concentrations of 13 PCB congeners ranged from 0.7913 to 0..9985 and were significantly correlated between each items(p=0.0001). The PCB concentrations were positively associated with age(simple linear regression; R2=0.86, =0.08023, p<0.001) and with total lipids in serums(simple linear regression; R=0.7058, =0.00486, p<0.001). The age adjusted model (Y=$\beta$0+$\beta$1age+$\beta$2X) was applied for possible predictors of PCBs levels in serum. For BMI(Body Mass Index), major residential area, and fish, meat, and dairy consumption, there was no association with PCBs levels, Also there was negative association for the number of pregnancy and lactation period with PCBs levels.

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권역단위사업에서 주민 갈등 분석에 의한 사회적 취약성 평가 (Social Vulnerability Assessment by Resident's Conflict Analysis on Rural Development Project of Region Unit)

  • 리신호;민흥기;윤성수;정남수;장우석
    • 농촌계획
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    • 제21권1호
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    • pp.77-87
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    • 2015
  • In this study, we try to quantify resident's conflict by rural development project based on previous researches about community capacities required for residents and social networks in rural village for suggesting efficient project model. we analyzed conflict elements in six category such as 'conflict in residents', 'conflict in residents and leaders', 'conflict in leaders', 'conflict in villages', 'conflict in development fund', 'conflict in village by common income project'. These results also analyzed by personal background(age, role, education, income) of respondent in questionary survey. Results show that 'conflict in residents and leaders', 'conflict in leaders', 'conflict in development fund' are perceived differently by age, role, education, and income in 5% significance level. Especially, relatively young age(below 40 years old) expressed clearly about conflict and high scored in item of 'residents and leaders'. Regression model show statistical significance(F=39.807, P=0.000) in influence relation analysis of conflict, network, leadership, and project fund. In this model, network ${\beta}=-0.237$, leadership ${\beta}=-0.375$, project fund ${\beta}=-0.000$ show network and leadership have negative relation to conflict but project fund is difficult to find relation with conflict. In this study, we defined social vulnerability using conflict, network, and leadership and verified the vulnerability of rural village applying regional community capacity in analysis results; vulnerability increased by the size of region and show inverse correlation to future vision of residents.

제1형 당뇨병 청소년의 자기관리 영향요인: 정보-동기-행동기술 모델을 기반으로 (Factors Affecting the Self-Management of Adolescents with Type 1 Diabetes Mellitus based on the Information-Motivation-Behavioral Skills Model)

  • 이후연;최은경;김희정;김호성;김희순
    • Child Health Nursing Research
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    • 제25권2호
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    • pp.234-243
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    • 2019
  • Purpose: The purpose of this study was to investigate associations between self-management and diabetes knowledge, diabetes-related attitudes, family support, and self-efficacy in adolescents with type 1 diabetes mellitus based on the information-motivation-behavior skills model. Methods: Data collection was conducted between March 18 and September 30, 2018. Patients (N=87) aged 12 to 19 years were recruited from the outpatient clinic of S children's hospital and an online community for patient with type 1 diabetes mellitus. Data were analyzed using descriptive statistics, the independent t-test, one-way ANOVA, Pearsons correlation, and hierarchical multiple linear regression with SPSS IBM 23.0, with the two-tailed level of significance set at 0.05. Results: The mean score of self-management in adolescents with type 1 diabetes mellitus was $61.23{\pm}10.00$ out of 80. The regression analysis showed that self-efficacy and family support significantly explained 56.9% of the variance in self-management (F=21.38, p<.001). Self-efficacy (${\beta}=.504$, p<.001) and family support (${\beta}=.188$, p<.001) were significant predictors of self-management. Conclusion: It is necessary to develop individual interventions to improve self-efficacy and family support for adolescents with type 1 diabetes mellitus to help them enhance their self-management.

지리적환경조건에 따른 수도 보통기 재배시기 추정에 관한 연구 (Geographic Factors and the Modeling of Rice Culture under Normal Season in Korea)

  • 임무상;정근식;조재연;박래경;배성호;함영수;이은웅;최현옥
    • 한국작물학회지
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    • 제29권2호
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    • pp.118-127
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    • 1984
  • 한국 수도작의 재배시기 추정식을 유도하기 위하여1962∼1980년의 지역적응시험성적을 이용하여 몇가지 분석을 한 결과틀 요약하면 다음과 같다. 1. 기상, 지리조건 및 재배시기 상호간에는 고도의 상관이 있었고 기상요인 중에서는 최저평균기온이 재배시기에 가장 크게 작용하나 기타요인들도 관여함을알 수 있었다. 지리적 요인 중에서는 위도, 고도 및 경도의 순으로 기상과 경종시기에 관여하였다. 2. 반종부터 적정출수까지의 전생육일수는 Japonica 품종군의 경우가 115일, I/J품종군은 111일 이었고 육묘기간은 각각 44일과 42일 이었다. 3. 위치결정요소인 위도, 경도 및 고도를 이용하여 파종기, 이앙기, 적정출수기 및 안전출수. 한계기 추정식을 유도한 결과 편회귀계수와 중상관계수가 모두 유의성을 보여 재배시기추정식은 합리적인 것으로 판단되었다. 4. 그러나 본 연구분석에 Topology 효과는 고려되지 않아서 특수지역에의 적용은 어려울 것으로 보인다. 또한 특수생태형을 가진 품종이나 특이한 재배법에의 적용은 좀더 검토되어야 할 것으로 생각된다.

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폐경기 이후 여성의 우울증상에 영향을 미치는 융합적 분석: 불쾌증상이론에 근거하여 (An Analysis of Convergence Factors on Depressive Symptoms Women in the Postmenopausal: Based on the Theory of Unpleasant Symptoms)

  • 한은경
    • 융합정보논문지
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    • 제8권1호
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    • pp.59-67
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    • 2018
  • 본 연구의 목적은 불쾌증상이론에 근거하여 폐경기 이후 여성의 우울증상에 영향을 미치는 융합적 요인을 분석하기 위하여 시행되었다. 연구 방법은 제 6기 2015년 국민건강영양조사 자료를 사용하여 분석한 이차 자료 분석 연구이다. 폐경을 경험한 1,298명을 대상으로 우울 증상, 생리적 요인, 상황적 요인 및 심리적 요인을 조사하였다. 연구 결과, 우울 증상에 영향을 미치는 예측요인은 소득수준(${\beta}=-.14$, p<.001), 건강상태(${\beta}=.24$, p<.001), 스트레스(${\beta}=-.20$, p<.001)로 나타났다. 모형의 설명력은 14.1%로 통계적으로 유의하였다. 이와 같은 연구결과는 바탕으로 폐경기 이후 여성의 우울 증상을 개선시키기 위해서는 소득수준, 건강상태, 스트레스를 고려한 간호중재가 필요하다.

일부 치위생(학)과 학생들의 임상실습 감정노동과 자아존중감이 직업정체감에 미치는 융합적 요인 (Convergence factors of emotional labor of clinical practice and self-esteem on professional identity in some dental hygiene students)

  • 최정희
    • 한국융합학회논문지
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    • 제9권5호
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    • pp.99-104
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    • 2018
  • 본 연구의 목적은 일부 치위생(학)과 학생들을 대상으로 임상실습 감정노동과 자아존중감이 직업정체감에 미치는 융합적 요인을 조사하고자 실시하였다. 전남지역에 소재한 대학 3개교에 재학 중인 치위생(학)과 학생 205명의 자료를 사용하였다. 수집된 모든 자료는 SPPS 12.0 통계프로그램을 이용하여 분석하였다. 자아존중감과 직업정체감은 양의 관계(r=0.366, p<0.01)를 보였지만 임상실습 감정노동과 직업정체감은 음의 관계(r=-0.213, p<0.01)로 나타났다. 치위생(학)과 학생들의 직업정체감에 영향을 미치는 융합 요인은 전공만족도(${\beta}=0.434$), 자아존중감(${\beta}=0.236$) 그리고 임상실습 감정노동(${\beta}=-0.199$)이었다. 설명력은 34.6%의 영향력을 보였다. 따라서 치위생(학)과 학생들의 직업정체감 향상을 위하여 전공 만족도와 자아존중감을 증진시키고 임상실습 시 경험하는 감정노동 관리를 위한 프로그램 개발이 필요하리라 사료된다.

뇌졸중 환자의 상지기능, 일상생활활동, 치료적 몰입이 삶의 질에 미치는 영향 (Influence of Upper extremity function, Activities of Daily Living, Therapeutic Flow and Quality of Life in Stroke patients)

  • 김지훈
    • 디지털융복합연구
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    • 제16권12호
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    • pp.417-425
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    • 2018
  • 본 연구의 목적은 뇌졸중 환자의 상지기능, 일상생활활동, 치료적 몰입과 삶의 질 간의 상관관계를 알아보고, 삶의 질에 영향을 미치는 요인을 파악하기 위함이다. 총 13개 병원에서 입원중인 뇌졸중 환자 249명을 대상으로 상지기능, 일상생활활동, 치료적 몰입과 삶의 질을 치료사와 연구자가 평가하였다. 그 결과, 뇌졸중 환자의 상지기능(r=.312, p<.001), 일상생활활동(r=.605, p<.001), 치료적 몰입(r=.525, p<.001)이 양의 상관관계를 나타내었다. 그리고 뇌졸중 환자의 삶의 질에 영향을 미치는 요인을 분석한 결과, 치료적 몰입(${\beta}=.344$, p<.001), 일상생활활동(${\beta}=.293$, p<.001), 발병기간(${\beta}=.145$, p<.05)은 뇌졸중 환자의 삶의 질에 유의한 영향을 미치는 변수로 확인되었으며, 이들 요인은 삶의 질을 35.9% 설명하는 것으로 나타났다(F=35.736, p<.001). 이를 통하여 치료적 몰입은 삶의 질에 영향을 미치는 중요한 요인임을 확인할 수 있었으며, 향후 치료적 몰입에 대한 계속적인 연구가 요구된다.

간호대학생의 자아존중감, 정서지능, 심리적 안녕감이 회복탄력성에 미치는 영향 (Effect of Self-Esteem, Emotional Intelligence and Psychological Well-Being on Resilience in Nursing Students)

  • 이영은;김은영;박선영
    • Child Health Nursing Research
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    • 제23권3호
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    • pp.385-393
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    • 2017
  • Purpose: The purpose of this study was to investigate factors affecting resilience in nursing students. Methods: A survey was conducted with 200 nursing students at a college and a university in P city and K city. Data were collected from March 1 to 20, 2017, and analyzed with SPSS PASW 22.0. Results: In the hierarchical analysis, factors affecting resilience were emotional intelligence (${\beta}=.39$, p<.001), psychological well-being (${\beta}=.31$, p<.001), and self-esteem (${\beta}=.16$, p=.010). The variable that had the highest impact was emotional intelligence and the explanation power of the regression model was 65%(F=34.40 p<.001). Conclusion: The findings of this study indicate that emotional intelligence, psychological well-being, and self-esteem are essential for resilience in nursing students. Thus, enhancing emotional intelligence and psychological well-being would be an effective strategy to improve resilience in nursing students.