• 제목/요약/키워드: beta regression model

검색결과 241건 처리시간 0.028초

농촌지역주민의 의료이용행위에 영향 주는 자극요인분석 (Analytical Studies on Medical Utilization Behaviors in Rural Areas)

  • 김영임
    • 대한간호학회지
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    • 제15권2호
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    • pp.5-15
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    • 1985
  • This study was conducted for the purpose of fin-ding out the variance explaining the medical facilities utilization behavior, which is defined adaptation behavior Process by focal, contextual, residual stimuli in Roy's Adaptation Model. What kinds of characteristics can explain adaptation behavior in Roy's Model? And which is the relative importance of input variables? For this analysis, stepwise multiple regression and path analysis was used. The data come from the 1981 Baseline Household Interview Survey in remote rural area. The findings of the analysis can be summarized as follows: First, Total variance of independant variables for adaptation behavior, that is medical facilities utilization including clinic, drug store, health center, herb medicine was shown 16.2 percent. The most important variable which explain the dependent variable was the occurance of illness with the Ra of value 0.112. The illness symptom, living level, regular care source was shown important variables with relatively high the R²value and significant beta coefficient. Second, in the path analysis of variables which is selected important variables, the occurance of illness was shown variable which has the highest direct effect which 0.297 path coefficient. Also the education level of household was shown variable which has the highest indirect effect through living level and the occurance of illness in causal model. Third, This analysis suggests that the occurance of illness belonging focal stimuli are more influenced than others. To sum up, It is seem to the occurance of illness, illness symptom belonging focal stimuli have high explanation ability through direct effect, education level of household among contextual stimuli have explanation ability through indirect effect.

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중환자실 간호사의 이직의도 예측요인 (Predictive Factors of Turnover Intention among Intensive Care Unit Nurses)

  • 이정훈;송영숙
    • 임상간호연구
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    • 제24권3호
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    • pp.347-355
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    • 2018
  • Purpose: The purpose of this study was to understand morality identity, occupational stress and authentic leadership and identify factors contributing to turnover intention among intensive care unit (ICU) nurses. Methods: Data were collected from 230 nurses at the university hospitals in Daegu, Ulsan and Busan between February 15 and March 23, 2017. Instruments measuring turnover intention, moral identity, occupational stress, and authentic leadership were utilized. Statistical analysis included t-test, ANOVA, Pearson correlational analysis, and hierarchical regression analysis. Results: A total of 207 nurses in ICU participated in this study. The power of explanation with age and dependents on turnover intention was 4.1%. With inclusion of occupational stress, moral identity, and authentic leadership factors put into the model, further 20.4% was explained. The explanatory power of the turnover intention in the final model was 23.6% (F=11.63 p<.001), and occupational stress was the key factor explaining turnover intention (${\beta}=.28$, p<.001). Predictive factors contributing to turnover intention were age, occupational stress, moral identity, and authentic leadership in final model. Conclusion: These findings demonstrated occupational stress, moral identity and authentic leadership as critical factors contributing turnover intention of ICU nurses. It is necessary to promote nursing manager's authentic leadership, and to encourage moral identity in ICU nurses. In addition, providing intervention programs to reduce occupational stress for ICU nurses is necessary.

유역(流域) 물 수지(收支)의 회귀모형화(回歸模型化) (Regression Modeling of Water-balance in Watershed)

  • 김태철
    • 농업과학연구
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    • 제10권2호
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    • pp.324-333
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    • 1983
  • 장기유출해석(長期流出解析) 모형(模型)은 물수지(收支)에 그 기반(基盤)을 두고 있다. 하천(河川) 유출량(流出量)의 물수지(收支)를 강우량(降雨量), 증발산량(蒸發散量), 토양수분변화량(土壤水分變化量)으로 단순화(單純化)하여, 이를 강우량(降雨量)pan증발량(蒸發量), 전기유출량(前期流出量)의 변수(變數)로 회귀모형화(回歸模型化)하여 회귀계수(回歸係數)로 부터 다음과 같은 유역(流域) 수문반응(水文反應)의 일반화(一般化) 경향(傾向)을 모색하였다. 이들 회귀계수(回歸係數), $b_1$, $b_2$, $b_3$로부터 개괄적(槪括的), 정성적(定性的), 연역적(演譯的)으로 유역(流域)의 수문반응(水文反應)을 해석(解析)할 수 있었다. 물수지(收支) 회귀모형(回歸模型)의 특성(特性)은 다음과 같다. 1. 회귀계수(回歸係數) $b_1$은 강우중(降雨中)에서 차단(遮斷), 지표저류량(地表貯溜量) 및 하도손실(河道損失)을 뺀 직접유출성분(直接流出成分)으로, 수계별(水系別)로 하류지점(下流地點), 유역면적(流域面積)이 커짐에 따라 $b_1$값은 작아진다. 2. 회귀계수(回歸係數) $b_2$는 토양수분변화에 따른 유출 체(滯)를 나타내는 기저유출(基底流出)의 Index로 유역면적(流域面積)이 커지고 유역평균경사(流域平均傾斜)가 완만할수록 유역(流域)의 저류능(貯溜能)이 커지므로 $b_2$값도 커진다. 3. 회귀계수(回歸係數) $b_3$는 토양수분과 토양피복상태에 따른 유역증발산(流域蒸發散)에 의(依)한 손실(損失)을 나타내어 부치(負値)를 가지며 하류지점(下流地點), 유역면적(流域面積)이 커짐에 따라 지표(地表), 지하저류능(地下貯溜能)이 커지므로 $b_3$값도 커진다. 4. 강우일수(降雨日數)가 많은 달은 대체로 Pan증발량(蒸發量)이 적으므로 큰 유출(流出)이 발생(發生)하여 전(前)달의 유출(流出)이 많았으면 그 달에 강우(降雨)가 없어도 기저유출(基底流出)이 나타내는 등(等) 유출(流出)의 계절적변화를 해석(解析)할 수 있다. 5. 월(月) 유출(流出)에 대한 강우량(降雨量), 증발산량(蒸發散量) 토양수분변화(土壤水分變化)의 상대적(相對的) 기여도(寄與度)는 ${\beta}$ Coeff.의 백분율(百分率)로 나타내면 각각(各各) 80%, 11%, 9%이다.

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졸업학년 간호대학생의 환자안전 지식, 태도 및 간호전문직관이 환자안전 수행자신감에 미치는 효과 (Effects of Nursing Students' Knowledge, Attitude and Nursing Professionalism on Confidence in Performance of Patient Safety)

  • 박수진;최효신;김정윤
    • 한국산학기술학회논문지
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    • 제20권9호
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    • pp.341-350
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    • 2019
  • 본 연구의 목적은 임상실습 경험이 있는 간호대학생의 환자안전 지식, 태도 및 간호전문직관이 환자안전 수행 자신감에 미치는 효과를 파악하여 간호대학생이 환자안전 역량을 증진시키기 위한 교육과정 개발에 기초자료를 제공하고자 시행된 서술적 조사연구이다. 연구대상은 대구 경북지역에 소재한 3개 대학 간호학과 4학년에 재학 중인 286명이며, 자료분석은 SPSS 22.0 Program을 이용하였다. 환자안전 수행자신감은 여자가 남자보다, 연령이 많을수록, 학업성적 높을수록 높게 나타났으며, 환자안전 수행자신감은 환자안전 지식(r=.25, p=.000), 환자안전 태도(r=.39, p=.000), 간호전문직관(r=.33, p=.000)과 통계적으로 유의한 정적 상관관계를 나타내었다. 다중회귀분석을 실시한 결과는 성별(${\beta}=.12$, p=.019), 연령(${\beta}=-.17$, p=.003), 환자안전 교육을 받은 경험(${\beta}=-.73$, p=.000), 부주의 정도(${\beta}=.09$, p=.024), 잊어버리는 정도(${\beta}=-.02$, p=.024), 환자안전 태도(${\beta}=.14$, p=.010), 간호전문직관(${\beta}=.18$, p=.001)이 통계적으로 유의한 영향관계를 보였으며, 모형의 설명력은 49.2%였다(F=24.04, p=.000). 환자안전 수행자신감에 가장 많은 영향을 미치는 요인은 환자안전 교육을 받은 경험으로 나타났다. 이러한 결과를 바탕으로 학부과정 초기부터 적극적인 환자안전 개념에 대한 노출로 학년이 올라갈수록 그 개념에 대해 확장해 나갈 수 있는 다양한 교육 방법을 모색할 필요가 있다. 특히 환자안전과 관련된 시나리오 개발을 통한 학생들이 적극적이고 능동적인으로 참여할 수 있는 시뮬레이션 교육방법이나 동영상을 이용한 정보공유 등 다양한 교육전략이 필요할 것으로 사료된다.

흡연 남자대학생의 스트레스, 금연에 대한 자기효능감 및 흡연유혹이 니코틴 의존도에 미치는 영향 (Influence of Stress, Self-efficacy for Smoking Cessation, Smoking Temptation and Nicotine Dependency in Male College Students who Smoke)

  • 김남조;홍해숙
    • Journal of Korean Biological Nursing Science
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    • 제18권1호
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    • pp.1-8
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    • 2016
  • Purpose: The purpose of this study was to explore the levels of stress, self-efficacy for smoking cessation, smoking temptation, and nicotine dependency, and to identify factors influencing nicotine dependency among male college students who smoke. Methods: In this study, a cross-sectional survey design was adopted for 283 male college students who smoke in D city, Korea. Data was analyzed for descriptive statistics, Pearson's correlation, and multiple regression using the SPSS 20.0 program. Results: The mean score of stress was $27.00{\pm}6.28$, self-efficacy for smoking cessation was $25.61{\pm}6.71$, smoking temptation was $53.87{\pm}11.02$, and nicotine dependency was $3.63{\pm}1.96$. There was a significant positive correlation between stress and nicotine dependency (r=.58, p<.001) and between smoking temptation and nicotine dependency (r=.59, p<.001). There was a significant negative correlation between self-efficacy for smoking cessation and nicotine dependency (r=-.59, p<.001). The significant factors influencing nicotine dependency were stress (${\beta}=.357$, p<.001), self-efficacy for smoking cessation (${\beta}=.359$, p<.001), and smoking temptation (${\beta}=.297$, p<.001). This model explained 60.3% of variance in nicotine dependency (F=105.59, p<.001). Conclusion: The results suggest that an intervention program is needed to reduce the perception of stress and smoking temptation, and to increase the ability of self-efficacy for smoking cessation among male college students who smoke with the intention to quit smoking.

고속도로 커브구간에서 운전자의 운전부하와 감마파 특성분석에 관한 연구 (The Analysis of Driving Workload and Gamma Waves on Curved Sections in Expressway)

  • 강학건;남궁문;김원철;왕위걸
    • 대한교통학회지
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    • 제34권6호
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    • pp.560-569
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    • 2016
  • 운전자의 정신부하는 교통사고를 감소하는데 중요한 역할을 하는 것으로 선행연구에서 나타나고 있다. 본 연구에서는 도로 및 환경요소 뿐만 아니라 운전자의 알파파, 베타파, 감마파를 측정할 수 있는 운전시뮬레이터를 활용하여 분석자료를 확보하였다. 운전자의 운전부하와 감마파의 연관성을 분석하기 위한 방법으로 로지스틱모형을 적용하였다. 분석결과, 도로의 커브가 많을수록 운전자의 베타 영역은 증가하는 반면 알파와 감마 영역은 감소되는 것으로 나타났다. 그리고, 운전부하는 감마영역과 음의 상관관계를 지닌 것으로 나타났다. 결론적으로, 직선구간에서의 도로주행이 운전자의 스트레스를 줄이고 행복감을 높일 수 있을 것으로 판단된다.

군 병원 간호사의 감성지능, 조직내 의사소통이 팀워크에 미치는 영향 (The Influence of Nurses' Emotional Intelligence and Communication within the Organization on Teamwork in Armed Forces Hospitals)

  • 윤숙희;이태화;박하영;송연화
    • 한국직업건강간호학회지
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    • 제27권1호
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    • pp.67-75
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    • 2018
  • Purpose: The purpose of this study was to identify the influence of nurses' emotional intelligence and communication within the organization on teamwork in Armed Forces hospitals. Methods: This study employed a cross-sectional design with a convenience sample of 195 nurses from five Armed Forces hospitals in Korea. Data were collected through a self-administered questionnaire from August 7 to 23, 2017 and analyzed using descriptive statistics, t-test, ANOVA, Pearson's correlation coefficient, and multiple regression. The SPSS/WIN 21.0 program was used for all analyses. Results: The degree of teamwork was $5.03{\pm}0.73$, with scores ranging from 1 to 7. Emotional intelligence and communication within the organization were positively correlated with teamwork. Specifically, communication within the organization (${\beta}=.60$, p<.001), the intensive care unit (${\beta}=.21$, p=.001), and the medical general ward (${\beta}=.17$, p=.010) were identified as factors influencing teamwork. This model explained 51% of the variance in teamwork, and it was statistically significant (F=35.09, p<.001). Conclusion: These results imply the need to develop an approach including communication within the organization to improve teamwork among nurses in Armed Forces hospitals.

만성질환 관련 비마약성 진통제 처방 노인의 약물사용 실태 및 약물복용이행에 영향을 미치는 요인 (Factors Influencing Medication Adherence and Status of Medication Use of the Elderly with Chronic Disease Taking Non-opioid Analgesics)

  • 전해옥;김복연;김혜숙;채명옥;김명애;김아린
    • Journal of Korean Biological Nursing Science
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    • 제19권1호
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    • pp.18-29
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    • 2017
  • Purpose: This study investigates the status of medication use of the elderly with chronic disease taking non-opioid analgesics and attempts to identify factors influencing medication adherence. Methods: Data were collected from September 1 to October 19, 2016. A structured questionnaire was used for face-to-face interview with a convenience sample of 161, elderly people with chronic disease taking non-opioid analgesics. The survey included questions about status of medication use, medication adherence, symptom experience, depression and family function. Data were analyzed using descriptive statistics, t-tests, ANOVA, Pearson's correlation coefficients, and stepwise multiple regression with IBM SPSS 23.0 program. Results: The mean score of medication adherence of the elderly with chronic disease was $4.48{\pm}2.35$. Experiences of side effects (${\beta}=.31$, p< .001), use of over-the-counter pain medication (${\beta}=.19$, p= .009), and family function (${\beta}=.16$, p= .031) were identified as significant predictors. The final model explained 18.0% of the variation of medication adherence of the elderly with chronic disease taking non-opioid analgesics (F= 12.30, p< .001). Conclusion: Therefore, as a strategy to improve medication adherence of the elderly with chronic disease, therapeutic intervention should be developed to improve family function and to manage with personalized plans considering experiences of side effects and use of over-the-counter pain medication.

Relationship of Prostate-Specific Antigen Level With Obesity Indices in Korean Middle-Aged Population

  • Min, Seung Ki;Choi, Kwibok;Kim, Byoung Hoon;Cho, In-Chang
    • 대한비뇨기종양학회지
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    • 제16권3호
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    • pp.103-109
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    • 2018
  • Purpose: We evaluated the relationship of prostate-specific antigen (PSA) and obesity indices (weight, body mass index [BMI] and waist circumference [WC]) in Korean middle-aged men. Materials and Methods: From February to September 2013, 1,900 police men under 60 years old who participated in a prostate health screening program were included this cross-sectional study. All subjects underwent clinical examinations including weight, height, BMI, WC, fasting blood sugar, lipid profiles, estimated glomerular filtration rate (GFR), and PSA. Total prostate volume (TPV) was assessed clinically. Spearman correlation and multiple linear regression tests were performed to evaluate the obesity indices and PSA relationships. Results: The mean age was $52.0{\pm}4.7years$, and the mean PSA was $0.97{\pm}0.99ng/mL$. The PSA showed a significant positive correlation with the age (r=0.108, p<0.01), TPV (r=0.349, p<0.01), height (r=-0.052, p<0.05), weight (r=0.186, p<0.05), low-density lipoprotein cholesterol (r=0.056, p<0.05), and GFR (r=-0.096, p<0.01). All obesity indices including weight, BMI, and WC showed negative correlations with PSA (beta=-0.013, p<0.001; beta=-0.039, p<0.001; and beta=-0.010, p=0.005; respectively) in age and TPV-adjusted model. Conclusions: Common obesity indices (weight, BMI, and WC) were associated with lower PSA in Korean middle-aged population. Thus, an individual's degree of obesity should be considered when PSA is checked in the first prostate cancer screening of life.

종합병원 신규간호사의 태움, 건강증진생활양식, 신체증상이 직무 스트레스에 미치는 영향 (Effects of Workplace Bullying, Health Promotion Lifestyle, and Physical Symptoms on Occupational Stress of New Nurses in General Hospitals)

  • 김경순;차지은;김영임
    • 한국직업건강간호학회지
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    • 제28권1호
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    • pp.12-20
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    • 2019
  • Purpose: This descriptive study aimed to explore the effects of bullying, health promotion lifestyles, and physical symptoms on the occupational stress of new nurses in general hospitals. Methods: The participants of this study were 157 new nurses in fivegeneral hospitals with 100 to 399 beds in Gyeonggi-do. Data were collected from January to February, 2018, using a structured questionnaire and analyzed using the SPSS software version 20. Results: A total of 60.5% of the participants experienced bullying, and 38.2% experienced bullying more than 10 times a month. The perceived severity of bullying was severe (32.4%) and the nurses' first bullying experience began within the first six months (47.7%). Their occupational stress was scored 3.1. The regression model for occupational stressors was significant (F=23.86, p<.001), and the total explanatory power was 46.8%. The variables affecting occupational stress were bullying awareness (${\beta}=-.30$, p<.001), preceptor satisfaction (${\beta}=-.30$, p<.001), and health promotion lifestyles (${\beta}=-.26$, p=.001). Conclusion: It is important to reduce the incidence of bullying in order to help new nurses with high occupational stress. Stress management programs are needed to improve relationships between new nurses and preceptors and to encourage their health promotion lifestyles.