• 제목/요약/키워드: simple regression analysis

검색결과 923건 처리시간 0.029초

직업분류에 따른 의료비 지출 규모와 영향 요인 (Influence Factors on Medical Expenditure according of Occupation Classification)

  • 최령
    • 디지털융복합연구
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    • 제17권4호
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    • pp.203-210
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    • 2019
  • 본 연구는 직업분류에 따른 의료비 지출 영향요인을 분석하였다. 한국의료패널(Korea Health Panel)의 2012년도 데이터를 이용하여 만20세 이상의 성인을 대상으로 결측값을 제외한 총 4,538명을 최종 분석대상으로 하였다. 자료분석은 의료비 지출 영향요인을 분석하기 위하여 로지스틱 회귀분석을 하였다. 연구분석 결과 Model 1은 단순노무 종사자에 비해 농림어업 숙련 종사자, Model 2의 경우 직종의 경우 판매 종사자에 비해 단순노무 종사자에서 의료비 지출 증가에 영향을 주는 것으로 분석되었다. 성별은 남자에 비해 여자, 혼인은 무에 비해 유, 소득계층은 1분위에 비해 4분위, 5분위, 만성질환은 무에 비해 유에서 의료비 지출이 높은 것으로 분석되었다. 따라서, 건강검진 또는 예방활동 활성화를 위한 보건의료정책 및 보건학적 접근에 있어서 직종, 만성질환 등을 반영한 보다 체계화된 접근이 필요하다.

계획된 행위이론 기반 COVID-19 환자 간호의도 예측요인: 지각된 행위통제의 조절효과 (Predicting Factors of Nurses' Intention to Care for COVID-19 Patients based on the Theory of Planned Behavior: The Moderating Effect of Perceived Behavior Control)

  • 안법왕;유미
    • 임상간호연구
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    • 제30권1호
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    • pp.24-34
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    • 2024
  • Purpose: This study aimed to identify factors influencing nurses' intention to care for COVID-19 patients based on the theory of planned behavior, and to test the moderating effect of perceived behavior control between attitude, subjective norms, and nurses' intention to care. Methods: The participants were 167 nurses working at two designated hospitals for infectious diseases located in J and C city, South Korea. Data were collected from October 10th to 25th, 2020, and analyzed using independent t-test, ANOVA, and Pearson correlation coefficient, and hierarchical multiple regression analysis. The moderating effect was analyzed using the Process Macro model 1 (95% confidence interval, 10,000 bootstrapping), and a simple slope analysis was performed to identify the moderating effect of perceived behavior control. Results: The factors affecting nurses' intention to care for patients with COVID-19 were attitude toward the behavior (β=.32, p<.001) and perceived behavior control (β=.37, p<.001) in model 1, attitude toward the behavior (β=.28, p<.001) and perceived behavior control (β=.36, p<.001), and perspective taking (β=.26, p<.001) in model 2. The explanation power of this model was 65.0% (F=18.41, p<.001). The moderating effect of perceived behavioral control was statistically significant in the relationship between subjective norms and intention to care for patients with COVID-19 (F=16.37, p<.001). In the simple slope analysis, the reinforcement effect was greatest when the level of perceived behavioral control was at the mean (95% CI=0.46~0.67) and high (95% CI=0.70~1.08). Conclusion: Developing and applying a training program that enhances confidence and improves empathy is necessary to increase nurses' intention to care for COVID-19 patients.

외식기업 온라인 웹사이트를 이용하는 소비자들의 기능별 지각 수준이 전환 행동에 미치는 영향 (A Study on the Influence of Consumers Functional Recognition on Their Switching Behaviors, using Food Providers' Web Sites)

  • 최은주
    • 한국조리학회지
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    • 제16권2호
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    • pp.31-48
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    • 2010
  • 본 연구의 목적은 웹사이트를 이용하는 소비자들이 기능별 지각 수준이 다른 웹사이트로 전환하는 행동에 미치는 영향을 알아보고자 실시되었다. 분석 방법은 외식기업 웹사이트 사용자들을 대상으로 설문지를 배포하였으며, 응답자들의 일반적인 특성 파악을 위해 빈도분석과 외식기업 웹사이트의 기능별 지각 수준이 전환 행동과의 영향 관계를 분석하기 위해 단순 회귀분석과 다중회귀분석을 사용하였다. 연구 결과는 다음과 같다. 외식기업 웹사이트 기능별 지각 수준이 전환 행동에 미치는 영향을 분석한 결과, 오락 기능, 광고 기능, 커뮤니케이션 기능, 구매 결정 기능 모두 전환 행동에 유의한 영향을 미쳤으며, 지각 수준이 높을수록 전환 행동도 높아지는 것으로 나타났다. 특히 다음의 요소들이 전환 행동에 유의성을 나타내었다. 오락 기능의 지각 수준 중 검색이 이해하기 용이했다. 광고 기능의 지각 수준 중에서는 레스토랑 이미지가 쉽게 각인된다. 커뮤니케이션 기능의 지각 수준에 있어서는 신 메뉴 출시를 쉽게 알 수 있다. 구매 결정기능의 지각 수준 중에서는 웹사이트 이용은 자유롭다에서 전환 행동에 높은 유의성을 나타내었다.

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Using ranked auxiliary covariate as a more efficient sampling design for ANCOVA model: analysis of a psychological intervention to buttress resilience

  • Jabrah, Rajai;Samawi, Hani M.;Vogel, Robert;Rochani, Haresh D.;Linder, Daniel F.;Klibert, Jeff
    • Communications for Statistical Applications and Methods
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    • 제24권3호
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    • pp.241-254
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    • 2017
  • Drawing a sample can be costly or time consuming in some studies. However, it may be possible to rank the sampling units according to some baseline auxiliary covariates, which are easily obtainable, and/or cost efficient. Ranked set sampling (RSS) is a method to achieve this goal. In this paper, we propose a modified approach of the RSS method to allocate units into an experimental study that compares L groups. Computer simulation estimates the empirical nominal values and the empirical power values for the test procedure of comparing L different groups using modified RSS based on the regression approach in analysis of covariance (ANCOVA) models. A comparison to simple random sampling (SRS) is made to demonstrate efficiency. The results indicate that the required sample sizes for a given precision are smaller under RSS than under SRS. The modified RSS protocol was applied to an experimental study. The experimental study was designed to obtain a better understanding of the pathways by which positive experiences (i.e., goal completion) contribute to higher levels of happiness, well-being, and life satisfaction. The use of the RSS method resulted in a cost reduction associated with smaller sample size without losing the precision of the analysis.

Comparative Cost Analysis for Surgical and Endovascular Treatment of Unruptured Intracranial Aneurysms in South Korea

  • Kim, Myungsoo;Park, Jaechan;Lee, Joomi
    • Journal of Korean Neurosurgical Society
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    • 제57권6호
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    • pp.455-459
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    • 2015
  • Objective : A cost comparison of the surgical clipping and endovascular coiling of unruptured intracranial aneurysms (UIAs), and the identification of the principal cost determinants of these treatments. Methods : This study conducted a retrospective review of data from a series of patients who underwent surgical clipping or endovascular coiling of UIAs between January 2011 and May 2014. The medical records, radiological data, and hospital cost data were all examined. Results : When comparing the total hospital costs for surgical clipping of a single UIA (n=188) and endovascular coiling of a single UIA (n=188), surgical treatment [$mean{\pm}$standard deviation (SD) : \$8,280,000{\pm}1,490,000$] resulted in significantly lower total hospital costs than endovascular treatment ($mean{\pm}SD$ : \$11,700,000{\pm}3,050,000$, p<0.001). In a multi regression analysis, the factors significantly associated with the total hospital costs for endovascular treatment were the aneurysm diameter (p<0.001) and patient age (p=0.014). For the endovascular group, a Pearson correlation analysis revealed a strong positive correlation (r=0.77) between the aneurysm diameter and the total hospital costs, while a simple linear regression provided the equation, y (\)=6,658,630+855,250x (mm), where y represents the total hospital costs and x is the aneurysm diameter. Conclusion : In South Korea, the total hospital costs for the surgical clipping of UIAs were found to be lower than those for endovascular coiling when the surgical results were favorable without significant complications. Plus, a strong positive correlation was noted between an increase in the aneurysm diameter and a dramatic increase in the costs of endovascular coiling.

유아교사의 직무스트레스와 이직의도의 관계에서 직무만족의 매개효과 (Effects of Early Childhood Teacher job stress on the turnover intention and job satisfaction)

  • 임난주;김안나
    • 한국산학기술학회논문지
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    • 제15권8호
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    • pp.4972-4980
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    • 2014
  • 본 연구의 목적은 유아교사의 직무스트레스와 직무만족이 이직의도에 미치는 영향력을 살펴보고, 직무스트레스와 이직의도의 관계에서 직무만족의 매개효과를 알아보는 것이다. 이를 위하여 유아교사 220명을 대상으로 설문조사하여, 자료처리를 SPSS 19.0을 이용하여 분석하였고, 독립변인이 종속변인을 예측하는 유용한 변인인지를 알아보기 위해 단순회귀분석과 중다회귀 분석을 실시하였다. 연구결과 첫째, 유아교사의 이직의도에 대한 직무스트레스와 직무만족의 영향력을 분석한 결과, 직무스트레스 하위요인 중 원장의 지도력 및 행정적 지원 부족과 업무과부하로 인해 스트레스를 높게 지각하며 이직의도에 유의한 영향을 미치는 것으로 나타났으며, 직무만족의 하위요인 중 근무환경과, 직무자체의 특성이 이직의도에 유의한 영향을 미치는 것으로 나타났다. 둘째, 유아교사의 직무스트레스와 이직의도의 관계에서 직무만족이 부분매개효과를 거의 갖지 않는 것으로 나타났다. 매개효과 검증을 위해 sobel test를 실시한 결과, 매개변인의 효과가 유의미 하지 않은 것으로 나타났다.

일부 노인의 B형간염 예방접종 이행과 건강신념과의 관련성 (The Association between Performance of Hepatitis B Vaccination and Health Belief Factors among Some Aged Persons)

  • 최춘;박종;강명근;김기순
    • 보건교육건강증진학회지
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    • 제23권4호
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    • pp.89-104
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    • 2006
  • Objectives: This study was done to find factors related with performance of hepatitis B Vaccination among some aged persons through health belief model. Methods: A questionnaire survey was made during September 2004 toward 230 elderly persons using institutions for the elderly of Gwangju City. The relations between subjects characteristics including health belief, mass media contact, hepatitis B experience and performance of hepatitis B vaccination were tested by t test or X2 test. Multiple logistic regression analysis was done to find final significantly related variables. Results: 24.8% of the subjects were vaccinated against hepatitis B. By simple analysis of relation between performance of hepatitis B vaccination and subjects characteristics including health belief, significant variables were chosen as 6 variables including perceived susceptibility, perceived seriousness, perception of benefits, knowledge on hepatitis B, age, experience of hepatitis through family or friend. After adjusting for confounding variables by multiple logistic regression analysis, hepatitis B vaccine performance showed significantly higher rate as the perception of disease seriousness increased(OR: 1.08, 95% CI: $1.03{\sim}1.14$) and in the group contacted with TV or radio information about hepatitis compared with non-contact. The group who experienced hepatitis among family or friends showed significantly higher hepatitis B vaccination performance rate compared with non-experienced. Conclusion: These results suggested that hepatitis B vaccine performance was related with health belief including hepatitis susceptibility, disease seriousness perception, acquisition of information through TV or radio and indirect hepatitis experience from family or friends.

도시주부의 성역할 태도와 가정관리에 대한 가치의식이 가사노동 만족도에 미치는 영향 (The Effect of Sex Role Attitude and The Value Consciousness of Home Management on Urban Housewive's Satisfaction of Household Work)

  • 안옥희
    • 대한가정학회지
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    • 제31권4호
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    • pp.1-23
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    • 1993
  • The purpose of this study are to investigate the actual conditions of urban housewive's sex role attitude, the value consciousness of home management and the satisfaction of household work. Further, basic data fro the improvement of the satisfaction of household work and the value consciousness of home management will be produce through grasping the relationship of them. For these purposes, the data are collected by using questionnaire distributed to 394 housewives living in Taegu. The data are analyzed using frequency, pecentile, one way anova, pearson's correlation analysis, simple regression analysis, multiple regression analysis. The results of this research are as follow: 1. Urban housewive's sex role attitude comparatively took the transitional position and the value consciousness of home management was middle. Housewive's satisfaction of household work was generally usual. 2. There were significant differences in the sex role attitude according to housewive's age, educational level, the youngest child's age, durations of marriage. Specially, the variables which significantly affected sex role attitude were housewive's educational level, the youngest child's age. 3. The value consciousness of home management of urban housewives was variable according to housewive's age and educational level, monthly family income, durations of marriage, the youngest child's age, the type of housing, husband's educational level and job. 4. Among the independent variables, the houswive's educational level was variable to have influence on the satisfaction of household work. 5. There were significant differences in the satisfaction of household work according to housewive's sex role attitude. 6. Among the domains of the value consciousness of home management, the value consciousness about family relationships, consuming, educational and leader ship were variable to have influence on the satisfaction of household work.

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모바일 쇼핑성향과 정보탐색이 쇼핑몰의 만족도와 재구매 의도에 미치는 영향: 패션의류를 중심으로 (Effects of Mobile Shopping Tendencies and Information Search on the Shopping Mall Satisfaction and Repurchase Intention: Focusing on Fashion Clothing)

  • 안상희
    • 디지털융복합연구
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    • 제18권8호
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    • pp.469-478
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    • 2020
  • 본 연구의 목적은 모바일 쇼핑이 일상화된 현시점에서 패션의류 소비자들의 쇼핑성향과 정보탐색이 쇼핑몰 만족도와 재구매 의도에 미치는 영향을 확인하고자 함이다. 이를 확인하고자 최근 1년 이내 모바일 쇼핑몰에서 패션의류 구매 경험이 있는 남녀 대학생들을 표본으로 이루어졌다. 가설 검증을 위해 요인분석과 다중회귀분석, 단순회귀분석을 실시하였다. 연구결과는 다음과 같다. 첫째, 모바일 쇼핑 경험이 있는 소비자들의 쇼핑성향은 경제적 쇼핑성향, 오락적 쇼핑성향, 편의적 쇼핑성향, 유행추구 쇼핑성향으로 확인되었다. 둘째 소비자들의 모바일 쇼핑성향 중 편의적 쇼핑성향, 오락적 쇼핑성향, 경제적 쇼핑성향은 모바일 쇼핑몰 만족도와 재구매 의도에 정의 영향을 미치는 것으로 확인되었다. 셋째, 모바일 쇼핑몰에서 패션의류를 구매하기 위한 정보탐색은 쇼핑몰의 만족도와 재구매 의도에 정의 영향을 미치는 것으로 확인되었다. 본 연구의 결과는 패션의류 기업의 마케팅전략에 유용한 정보로 활용될 수 있을 것이다.

일부 대도시 초등학생의 금연의지와의 관련 요인 (Factors Related with the Intention of Smoking Abstinence among Elementary Students in a Large City)

  • 박순우
    • 한국학교보건학회지
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    • 제22권1호
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    • pp.49-59
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    • 2009
  • Purpose: The aim of this study was to identify the factors related with the intention of smoking abstinence among elementary students in a metropolitan city in Korea. Methods: All the elementary schools in the city were stratified by region, and then schools as a primary sampling units (PSU) were selected by probability proportional to size (PPS) sampling. One class per grade was sampled randomly from 5th and 6th grade in the sampled schools from October to December in 2004. The students completed a standardized self-administered questionnaire anonymously. A total number of 1,712 respondents who did not smoke was included in the final analysis. The dependent variable was an intention of smoking in the future, and it was dichotomized into 'absolutely confident in smoking abstinence' and 'others'. The risk of non-absolute confidence in smoking abstinence was calculated with simple and multiple logistic regression, which were conducted with STATA 9.0 by a design-based analysis considering strata variable, PSU, and sampling weight. Results: In the final model of multiple logistic regression analysis, those who were more likely to have non-absolute confidence in smoking abstinence were male students (OR=2.66, p<0.001); barely attending religious services (OR=3.32, p=0.002) or having no religion (OR=1.95, p=0.027); exposure to environmental tobacco smoke outside home 1${\sim}$2 days per week (OR=1.60, p=0.013); having friends who smoked (OR=1.93, p=0.011); non-absolute confidence in refusing to smoke (OR=5.35, p<0.001); having relatively less negative attitude (OR=2.88, p<0.001), positive attitude (OR=2.35, p<0.001), and indifference (OR=4.05, p=0.034) toward peer smoking; not good relationship with mother (OR=1.52, p=0.016). Conclusion: The factors related with non-absolute confidence in smoking abstinence were coincided with those of smoking among children. The results of this study suggest the smoking prevention education should be applied to the children more actively, especially who are not confident in smoking abstinence in the future.