• 제목/요약/키워드: logistic multiple regression

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Oral Health Belief and Oral Health Behavior of Taxi Driver in Jeollabuk-do (전라북도 일부 운수종사자의 구강건강신념과 구강보건행태에 관한 연구)

  • Kim, Sun-Mi;Lee, Heung-Soo
    • Journal of dental hygiene science
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    • 제15권5호
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    • pp.542-550
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    • 2015
  • The purpose of this study was to examine the relationship between the oral health behavior and oral health belief of transportation workers. The subjects in this study were 270 selected taxi drivers who engaged in the taxi transportation industry in Jeollabuk-do. They were selected by convenience sampling. To determine the influence of their general characteristics and oral health belief on scaling experience and oral health education experience, a logistic regression analysis was made. And a multiple regression analysis was made by selecting general characteristics and oral health behavior as independent variables and by selecting oral health belief as a dependent variable. A statistical package SPSS for Windows ver. 12.0 was employed to make all the statistical analysis. As a result of making the logistic regression analysis, benefit that was one of the subfactors of oral health belief had something to do with oral health education experience, and the subfactors that exerted an influence on scaling experience were benefit, susceptibility and barrier. When the multiple regression analysis was carried out to find out influential factors for oral health belief, monthly mean income had an impact on susceptibility and barrier among the subfactors of oral health belief, and self-rated oral health status affected seriousness and barrier. There were differences among the taxi drivers in oral health belief according to their own characteristics, and oral health belief was linked to oral health behavior. Therefore oral health belief and oral health behavior should be taken into account when it's planned to promote the oral health of taxi drivers.

A Study on Promoting Inter-organizational Linkages for Vocational Rehabilitation of People with Psychiatric Disabilities : Focusing on Linkage Experiences and Predictors (지역기반 정신장애인 직업재활수행기관간 연계강화에 관한 연구 : 연계경험 및 예측요인 분석을 중심으로)

  • Lee, Keum-Jin
    • Korean Journal of Social Welfare
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    • 제54권
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    • pp.35-64
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    • 2003
  • This study is to explore experience on the inter-organizational linkages for vocational rehabilitation of people with psychiatric disabilities and to find out predictors affecting the linkages. This study used triangulation a way as to combine the advantages of both the qualitative and the quantitative approach. The qualitative approach is based on grounded theory by Strauss & Cobin. The quantitative research used the samples of 122 organizations, and was analyzed by multiple regression & logistic regression. The results are as follows. First, as results of in-depth interview, interviewees perceived linkage experience as 'turning the eyes on the other organization in community', namely 'the pursue of collaboration'. This concept is classified four types: initiative, cooperative, authoritative and passive type. Second, according to Tobin(1986)'s five phase of the closeness of inter-organizational linkages, our linkages were found to be in third phase, "coordination". Finally, predictors of the attempt of having linkages & linkage strengthening were analyzed by logistic regression & multiple regression. 'The experience of professional training on people with psychiatric disabilities' and 'the resource dependency' have statistically significant relation with the attempt to have linkages. 'The length of current service', 'the experience of professional training on people with psychiatric disabilities', and 'recognition about other organizational activities' are significantly related to strengthening linkage. Based on the results of this study, alternatives for promoting inter-organization linkages for vocational rehabilitation of people with psychiatric disabilities were proposed.

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Factors Associated with the Middle-aged or the Old-aged Koreans' Enrollment in Private Health Insurance (국내 중고령층의 민간의료보험 가입에 대한 영향 요인)

  • Kim, Hyo-Jin;Lee, Jae-Hee
    • The Journal of the Korea Contents Association
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    • 제12권12호
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    • pp.683-693
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    • 2012
  • In this study we investigated the factors determining people's decision on whether to subscribe to private health insurance, on how many private health insurances they subscribe to and the average amount of monthly payment from subscribers of private health insurances. For analysis, logistic regression analysis and multiple linear regression analysis were conducted on the sample of 8,167 people using 2008 Korean Longitudinal Study of Ageing(KLoSA) data. From the analysis, whether to enroll in private health insurance is found to be greatly influenced by population and socioeconomic factors as well as regular exercise, smoking, cognitive function scores, subjective health status, hospitalization, the number of outpatient services, free primary health screenings benefits. We also found that number of private health insurances purchased is affected by age, household income, subjective health status, drinking, free primary health screenings benefits and that the average amount of monthly payment for private health insurances purchased is influenced by age, marriage status, economic activities status, subjective sense of hierarchy, household income, drinking, hospitalization. This study is expected to contribute to show the healthy role of private health insurance so that the desirable direction in expansion of health security policy in Korea can be explored further.

The Influence of Dental Hygienist Images and Career Advice among High School Teachers (인문계 고등학교 교사가 지각한 치과위생사 이미지와 치위생직 진로 권유 의사에 관한 연구)

  • Chung, Kyung-Yi
    • Journal of dental hygiene science
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    • 제17권2호
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    • pp.108-115
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    • 2017
  • The purpose of this study was to investigate the influence of dental hygienist images and career advice among high school teachers. A self-reported questionnaire was administered to 212 high school teachers in Gwangju, South Korea. The questionnaire contained subject's general characteristics, images of dental hygienists, and career advice. We performed an independent t-test, the Kruskal-Wallis test, Pearson's correlation coefficient, multiple regression analysis, and logistic regression analysis using the IBM SPSS ver. 21.0 software. Using a five-point scale, the average of all the dental hygienist images was 3.50, with personal images receiving the most positive rating at 3.83 and social images receiving the least positive rating at 2.86. The images of dental hygienists were significantly more positive in instances where the subjects recognized the dental hygienist or received treatment within one year. There were positive correlations among different kinds of images. Through multiple regression analysis, occupational images were associated with business and social images. Business images were associated with occupational and personal images. Personal images were associated with business images, especially in cases where the subjects recognized the dental hygienist. Social images were associated with occupational images, especially in cases where subjects received treatment within one year. Through logistic regression analysis, career advice was associated with social and occupational images. Therefore, our study provides suggestions on how to enhance positive recognition of social images of dental hygienists.

Usefulness of Comorbidity Indices in Operative Gastric Cancer Cases (위암 수술 환자의 건강결과 측정을 위한 동반상병 측정도구의 유용성 연구)

  • Hwang, Se-Min;Yoon, Seok-Jun;Ahn, Hyeong-Sik;An, Hyong-Gin;Kim, Sang-Hoo;Kyeong, Min-Ho;Lee, Eun-Kyoung
    • Journal of Preventive Medicine and Public Health
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    • 제42권1호
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    • pp.49-58
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    • 2009
  • Objectives : The purpose of the current study was to evaluate the usefulness of the following four comorbidity indices in gastric cancer patients who underwent surgery: Charlson Comorbidity Index(CCI), Cumulative Illness rating scale(CIRS), Index of Co-existent Disease(ICED), and Kaplan-Feinstein Scale(KFS). Methods : The study subjects were 614 adults who underwent surgery for gastric cancer at K hospital between 2005 and 2007. We examined the test-retest and inter-rater reliability of 4 comorbidity indices for 50 patients. Reliability was evaluated with Spearman rho coefficients for CCI and CIRS, while Kappa values were used for the ICED and KFS indices. Logistic regression was used to determine how these comorbidity indices affected unplanned readmission and death. Multiple regression was used for determining if the comorbidity indices affected length of stay and hospital costs. Results : The test-retest reliability of CCI and CIRS was substantial(Spearman rho=0.746 and 0.775, respectively), while for ICED and KFS was moderate(Kappa=0.476 and 0.504, respectively). The inter-rater reliability of the CCI, CIRS, and ICED was moderate(Spearman rho=0.580 and 0.668, and Kappa=0.433, respectively), but for KFS was fair(Kappa=0.383). According to the results from logistic regression, unplanned readmissions and deaths were not significantly different between the comorbidity index scores. But, according to the results from multiple linear regression, the CIRS group showed a significantly increased length of hospital stay(p<0.01). Additionally, CCI showed a significant association with increased hospital costs (p<0.01). Conclusions : This study suggests that the CCI index may be useful in the estimation of comorbidities associated with hospital costs, while the CIRS index may be useful where estimatation of comorbiditie associated with the length of hospital stay are concerned.

Research on Oral Health Knowledge and Oral Health Behavior of Chinese Domestic Students

  • Chung, Kyung-Yi
    • Journal of the Korea Society of Computer and Information
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    • 제27권11호
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    • pp.173-179
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    • 2022
  • This study was conducted to provide basic data for the development of oral health education programs by examining oral health knowledge and oral health behaviors, and by identifying factors affecting oral health knowledge and scaling experience of Chinese domestic students. From March to May, a self-reported questionnaire was administered to 194 in the G area. The data were analyzed frequency analysis and independent t-test, multiple regression analysis, logistic regression analysis by using SPSS/WIN 26.0 program. The overall average of oral health knowledge was 13.83 out of 24, and knowledge of periodontal disease and scaling was the highest at 3.75, and knowledge of oral hygiene products was the lowest at 1.38. Oral health knowledge was significantly higher in those who had scaling experience for the past year, brushed teeth for more than 3 minutes at a time, used oral hygiene products, and had oral health education experience. As a result of multiple regression analysis, oral health education experience was the most important factor on oral health knowledge. As a result of logistic regression analysis, oral health knowledge was the most influential factor on scaling experience. It is necessary to expand education on the importance of oral care and actively introduce oral health management program for Chinese domestic students.

Factors Contributing to Winning in Ice Hockey: Analysis of 2017 Ice Hockey World Championship (2017 International Ice Hockey Federation World Championship의 승리 결정요인 분석)

  • Lee, Jusung;Kim, Hyeyoung;Kim, Chaeeun;Pathak, Prabhat;Moon, Jeheon
    • 한국체육학회지인문사회과학편
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    • 제57권4호
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    • pp.387-394
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    • 2018
  • The purpose of this study is to provide information regarding the strategies by identifying the main variables that determines the winning team based on the records of all games of the 2017 IIHF World Championship Top league. 64 matches were analyzed for the study. 6 variables were analyzed which included ratio of saves, shots on goal, penalties in minutes, time for power play, power play goals, and face off wins. Logistic regression analysis (LRA), multiple regression analysis (MRA), and principal component analysis (PCA) were implemented to examine the relationship between win and loss. In case of LRA, shots on goal (p<.001), face-off wins (p<.001) had significantly positive relation to winning of game whereas, penalties in minutes (p<.01) and time on power play (p<.01) had significantly negative. Using MRA, win percentage was calculated which had significant positive correlation to ratio of saves (p<.01) and face-off wins (p<.001) whereas, a significant negative with penalties in minutes (p<.001). For PCA, the winning team consisted of penalty, attack, and defense factors whereas, losing teams consisted only the attack and defense factors.

COMPARISON OF OPERATIVE TECHNIQUES BETWEEN FEMALE AND MALE DENTISTS IN CLASS 2 AND CLASS 5 RESIN COMPOSITE RESTORATIONS (2급/ 5급 와동 복합레진 수복 술식에 대한 남녀 치과 의사의 비교)

  • Chang, Ju-Hea;Kim, Hae-Young;Son, Ho-Hyun
    • Restorative Dentistry and Endodontics
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    • 제35권2호
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    • pp.116-124
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    • 2010
  • This study aimed to assess whether the gender of the dental practitioner affects operative techniques in class 2 and class 5 resin composite restorations. In 2008, a nationwide survey was given to Korean dentists. Total 12,193 e-mails were distributed, 2,632 were opened by recipients, and 840 responses were collected. Of the respondents, 78.9% were male and 21.1% were female. The gender distribution in the age groups between respondents and the total population did not differ (p > 0.05). A chi-square test was used to compare technical differences between female and male dentists. A multiple logistic regression analysis was performed to assess the association between gender and operative techniques in resin composite restoration. For class 2 resin composite restoration, female dentists were 1.87 times more likely than male dentists to do multiple incremental fillings (four layers or more) and 2.72 times more likely than males to spend 30 minutes or more for the treatment (p < 0.05). For class 5 resin composite restoration, female dentists were 2.69 times more likely than their male counterparts to use a cavity base or liner, 1.83 times more likely to do multiple incremental fillings (four layers or more) and 1.63 times more likely to spend 20 minutes or more for the procedure (p < 0.05). The gender factor was influential to individual operative techniques in restorative treatment.

Strengthening Causal Inference in Studies using Non-experimental Data: An Application of Propensity Score and Instrumental Variable Methods (비실험자료를 이용한 연구에서 인과적 추론의 강화: 성향점수와 도구변수 방법의 적용)

  • Kim, Myoung-Hee;Do, Young-Kyung
    • Journal of Preventive Medicine and Public Health
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    • 제40권6호
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    • pp.495-504
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    • 2007
  • Objectives : This study attempts to show how studies using non-experimental data can strengthen causal inferences by applying propensity score and instrumental variable methods based on the counterfactual framework. For illustrative purposes, we examine the effect of having private health insurance on the probability of experiencing at least one hospital admission in the previous year. Methods : Using data from the 4th wave of the Korea Labor and Income Panel Study, we compared the results obtained using propensity score and instrumental variable methods with those from conventional logistic and linear regression models, respectively. Results : While conventional multiple regression analyses fail to identify the effect, the results estimated using propensity score and instrumental variable methods suggest that having private health insurance has positive and statistically significant effects on hospital admission. Conclusions : This study demonstrates that propensity score and instrumental variable methods provide potentially useful alternatives to conventional regression approaches in making causal inferences using non-experimental data.

Predictors of Intention to Quit Smoking among Woman Smokers in Korea (한국 흡연여성의 금연의도 영향요인)

  • Park, Kyung-Yeon
    • Journal of Korean Academy of Fundamentals of Nursing
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    • 제21권3호
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    • pp.253-263
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    • 2014
  • Purpose: This study was done to explore the predictors asssociated with Korean women smokers' intentions to quit smoking. Methods: This study was a cross-sectional study including 3,578 women smokers. Data from the 2010 Community Health Survey conducted by the Korea Centers for Disease Control and Prevention were examined and analyzed using SPSS 21.0 for multiple logistic regression. Results: Of the women smokers 52.2% reported having an intention to quit smoking but only 3.9% had received education in smoking cessation. In the logistic analysis, factors associated with intention to quit smoking were age (Odds ratio and 95% [confidence interval]: 0.97 [0.96-0.98]), health-related quality of life (OR=2.39 [1.14-5.03]), perceived stress (OR=1.11 [1.00-1.22]), marital status (OR=0.93 [.86-1.00]), age of starting to smoke (OR=1.14 [1.04-1.24]), number of cigarettes per day (OR=0.84 [0.76-0.93]), exposure to smoking-quitting campaigns (OR=1.48 [1.22-1.80]), previous attempts at weight-control (OR=1.37 [1.15-1.63]), frequency of alcohol use (OR=1.16 [1.01-1.34]), hypercholesterolemia (OR=1.62 [1.18-2.24]), experiences of trying to quit smoking (OR=4.04 [3.45-4.73]), and regular medical check-up (OR=1.13 [1.03-1.43]). Conclusion: Identifying factors associated with the intentions to quit smoking provides possibilities for shaping effective policies and programs to increase smoking cessation among Korean women.