• Title/Summary/Keyword: multiple regression techniques

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Knowledge, attitude, and practice of dental health care in the teacher of local children center (지역아동센터 교사의 구강건강관리에 대한 인식, 태도 및 실천행위)

  • Chon, Jin-Eun;Choi, Yeon-Hee
    • Journal of Korean society of Dental Hygiene
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    • v.12 no.4
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    • pp.827-837
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    • 2012
  • Objectives : The purpose of this study was to investigate the knowledge, attitudes, and practices of dental health care among the teachers at local children centers. Methods : The author administered a questionnaire with 105 teachers while undergoing his/her teacher's internship at a Local Center for Children's Welfare in Daegu, from Feb 18th to Feb 20th, 2011. The statistical techniques as frequencies and means, t-test, ANOVA, Pearson's Correlation Coefficient and multiple regression with the PASW 18.0 program were used to analyze the data. Results : The knowledge, attitudes, and practice of dental health care was average 19.1 point in knowledge, average 7.8 point in attitudes, average 11.9 point practically high in gender role values. The multiple regression results related each variable to practice of dental health, the practice is significant associated to oral health education, children's dental check-up opportunities, and the higher score attitude of dental health care. Based on the results of this study mentioned so far, the teacher's practices of administering the oral hygiene is deemed to be influenced by the existence of their experiences in the oral hygiene educations, and their attitudes on the subject. Conclusions : t is, therefore, just to provide an education program about dental health care of the children to the teachers on consistent base, in order to assist them to develop an appropriate attitude which would lead to better practices.

A Study on the Relationship Between Blended Learning Interesting and Satisfaction on Students majoring in Dental Technology (치기공학과 학생들의 블렌디드 러닝 흥미도와 만족도 간의 연관성)

  • Kang, Wol;Pak, Yeon-Kyung;Han, Man-So;Kim, Woong-Chul;Kim, Ji-Hwan
    • Journal of Technologic Dentistry
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    • v.38 no.3
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    • pp.237-245
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    • 2016
  • Purpose: The purpose of this study is to investigate the analysis blended learning interesting and satisfaction on students majoring in dental techniques. Method: The study subject were 181 students from Gimcheon university. Data for this survey was obtain by self-administration method. This questionnaire consist of $lecture^{\circ}$Øs interesting and satisfaction when using an blended learning in the lecture. SPSS 22.0 was used. Analysis of frequency was used and two sammple t-test was used to identify significantly different blended interesting and sataisfaction within the grade. Multiple regression was used to which interestings affect the satisfaction. Results: First, there were significant differences in the grade among the blended interesting and sataisfaction, while on differences in participation satisfaction(p<0.05). Second, The correlation coefficient is 0.714 between blended interesting and staisfaction, Third, Multiple regression showed that the $lecture^{\circ}$Øs interesting applying blended learning affects the satisfaction(p<0.05). Conclusion: Given the findings of the study, lecture applying blended learning seem to be efficient education programs to improve lecture's interesting & satisfaction.

A Study on the Factors affecting the Export Performance of Ventures (벤처기업의 수출성과 영향요인에 관한 연구)

  • Park, Woo-Sik;Kim, Dae-Ho
    • Asia-Pacific Journal of Business Venturing and Entrepreneurship
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    • v.2 no.1
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    • pp.15-36
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    • 2007
  • This study attempts to investigate about the factor affecting the export performance of Korean venture companies. The ways of data collection for this study depend on documentary records, opinion investigation of experts, and the cases. The samples for this study are investigated from the Korea Chamber of Commerce and Industry and he Ministry of Commerce about the nation's 700 the small and medium export venture companies' the business showings in December 2005. The survey executed May 10th, 2006 to May 31st, 2006, for about 22 days. The survey collected total 518 copies which included telephone request and interview researched about 269 copies, direct visits 162 copies, mail survey 87 copies. This study used 500 copies except 18 copies which don't have reliability or can handle easy. The statistical analysis techniques, which are used in survey analysis, areas follows. First, it divided 2 categories which are an export strategy and other factors, then it executed factor analysis and reliability analysis. Second, it executed multiple regression analysis which can search effect export strategy and growth in each categories.

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Influence of Goal Orientation and Self-management of Fencing Epee Players on Psychological Skills (펜싱 에페선수의 성취목표성향과 자기관리가 심리기술에 미치는 영향)

  • Lee, sang ki
    • Journal of the Korea Convergence Society
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    • v.8 no.6
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    • pp.349-358
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    • 2017
  • In this study, 109 athletes participating in the national fencing Epee competitions in 2017 were sampled. The purpose of this study was to investigate the effect of achievement goal orientation and self - management on psychological skills of fencing Epee athletes. The research tools used to achieve these research objectives are psychological techniques developed by Kim, Byung - joon (2001), a sports achievement goal orientation test paper, and an athlete self - management questionnaire developed by Huh Jung - hoon (2001) I used the questionnaires. The results obtained were analyzed by SPSS 22.0 program, test validity and reliability test, frequency analysis, Pearson 's correlation analysis and multiple regression analysis. First, task orientation and interpersonal management, mental management, self - orientation and training management, interpersonal management, mental management, team harmony, body management and anxiety control, mental management and team harmony have significant correlations. The relationship between goal orientation, self - management, and psychological skills was found to be correlated. Second, to analyze the effect of achievement goal orientation and self-management on psychological skills, multiple regression analysis showed that there was no statistically significant effect but the subordinate had a partial effect.

Predictors of intentional intoxication using decision tree modeling analysis: a retrospective study

  • Oh, Eun Seok;Choi, Jae Hyung;Lee, Jung Won;Park, Su Yeon
    • Clinical and Experimental Emergency Medicine
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    • v.5 no.4
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    • pp.230-239
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    • 2018
  • Objective The suicide rate in South Korea is very high and is expected to increase in coming years. Intoxication is the most common suicide attempt method as well as one of the common reason for presenting to an emergency medical center. We used decision tree modeling analysis to identify predictors of risk for suicide by intentional intoxication. Methods A single-center, retrospective study was conducted at our hospital using a 4-year registry of the institute from January 1, 2013 to December 31, 2016. Demographic factors, such as sex, age, intentionality, therapeutic adherence, alcohol consumption, smoking status, physical disease, cancer, psychiatric disease, and toxicological factors, such as type of intoxicant and poisoning severity score were collected. Candidate risk factors based on the decision tree were used to select variables for multiple logistic regression analysis. Results In total, 4,023 patients with intoxication were enrolled as study participants, with 2,247 (55.9%) identified as cases of intentional intoxication. Reported annual percentages of intentional intoxication among patients were 628/937 (67.0%), 608/1,082 (56.2%), 536/1,017 (52.7), 475/987 (48.1%) from 2013 to 2016. Significant predictors identified based on decision tree analysis were alcohol consumption, old age, psychiatric disease, smoking, and male sex; those identified based on multiple regression analysis were alcohol consumption, smoking, male sex, psychiatric disease, old age, poor therapeutic adherence, and physical disease. Conclusion We identified important predictors of suicide risk by intentional intoxication. A specific and realistic approach to analysis using the decision tree modeling technique is an effective method to determine those groups at risk of suicide by intentional intoxication.

Development of Artificial Intelligence Model for Outlet Temperature of Vaporizer (기화 설비의 토출 온도 예측을 위한 인공지능 모델 개발)

  • Lee, Sang-Hyun;Cho, Gi-Jung;Shin, Jong-Ho
    • Journal of Korean Society of Industrial and Systems Engineering
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    • v.44 no.2
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    • pp.85-92
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    • 2021
  • Ambient Air Vaporizer (AAV) is an essential facility in the process of generating natural gas that uses air in the atmosphere as a medium for heat exchange to vaporize liquid natural gas into gas-state gas. AAV is more economical and eco-friendly in that it uses less energy compared to the previously used Submerged vaporizer (SMV) and Open-rack vaporizer (ORV). However, AAV is not often applied to actual processes because it is heavily affected by external environments such as atmospheric temperature and humidity. With insufficient operational experience and facility operations that rely on the intuition of the operator, the actual operation of AAV is very inefficient. To address these challenges, this paper proposes an artificial intelligence-based model that can intelligent AAV operations based on operational big data. The proposed artificial intelligence model is used deep neural networks, and the superiority of the artificial intelligence model is verified through multiple regression analysis and comparison. In this paper, the proposed model simulates based on data collected from real-world processes and compared to existing data, showing a 48.8% decrease in power usage compared to previous data. The techniques proposed in this paper can be used to improve the energy efficiency of the current natural gas generation process, and can be applied to other processes in the future.

Models for evaluating and predicting the user satisfaction of product designs (제품다자인의 감성만족도 평가 및 예측모델 개발)

  • Han, Seong-Ho
    • Journal of the Ergonomics Society of Korea
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    • v.20 no.1
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    • pp.87-113
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    • 2001
  • This study introduces the concept of image/impression of a product design, human interface elements, and the relationships between them. It is assumed that the human interface can be decomposed into detailed design elements, called human interface elements. This study attempts to build functional relationships between the image/impression of a product and human interface elements. Two different human factors experiments were conducted to demonstrate the effectiveness of the approach suggested in this study. A total of 35 audio/visual consumer electronics products (e.g., CD players, VCRs) were shown on a display screen and the subjects were instructed to evaluate them in terms of eight image/impression dimensions. One experiment was conducted using Korean subjects while the other using American subjects. The functional relationships were modeled by using the multiple linear regression technique. Similarity and difference between the Korean and the American subjects were analyzed. The approach suggested in this study is expected to help designers and developers identify important design variables to enhance the subjective satisfaction of a product design.

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Relationship between Adolescents' Sexual Knowledge and their Sexual Values and Interests (청소년의 성지식과 성가치관 및 성관심간의 관계)

  • Min, Ha-Yeoung;Lee, Young-Mi;Kim, Kyong-Hwa
    • Journal of the Korean Home Economics Association
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    • v.44 no.3 s.217
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    • pp.171-179
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    • 2006
  • The purpose of this study was to clarify the relationship between the sexual knowledge of adolescents and their sexual values and interests with regards to gender and grade. The case subjects were 272 middle and high school students in Keoungbok 154 boys and 118 girls, who completed the study questionnaire. Statistical techniques used for the investigation were crosstabs, t-test, Pearson's partial correlation and hierarchical multiple regression. The results of this study were as follows: (1) There were gender and grade differences in the adolescents' sexual knowledge and their sexual values and interests. (2) The adolescents' sexual knowledge showed a positive correlation with their own sexual values and interests. (3) The adolescents' sexual interests were a stronger predictor of sexual knowledge than sexual values, gender or grade.

The School Adjustment of Children of Low-Income Families: Ego-Identity and Perceptions of Parenting Behaviors (저소득층 아동의 학교 적응 : 아동이 지각한 부모의 양육행동과 아동의 자아정체감을 중심으로)

  • Min, Ha-Yeoung;Kawn, Ki-Nam
    • Korean Journal of Child Studies
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    • v.25 no.2
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    • pp.81-92
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    • 2004
  • This study examined whether parenting behaviors as perceived by low-income children have indirect effects on their school adjustment through ego-identity. The subjects were 148 6th grade children selected from three elementary schools in Seoul; family income was less than 2,000,000 won, Statistical techniques were Person's Correlation and Simple and Multiple Regression. Findings were that (1) Perceived parenting behavior was a significant predictor of the school adjustment in low-income children. (2) Perceived parenting behavior was a significant predictor of the ego-identity of low-income children. (3) When the effect of perceived supportive parenting behaviors was controlled, the effect of ego-identity of low-income children was significant. However, when the effect of ego-identity of low-income children was controlled, the effect of perceived supportive parenting behaviors became non-significant.

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Personal Innovativeness Toward Housing in American Rural Elderly (미국 농촌지역 노인들의 주거에 대한 개인적인 혁신도)

  • 권오정
    • Journal of the Korean housing association
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    • v.6 no.1
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    • pp.1-8
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    • 1995
  • The major purpose of this study was to determine the factors which affect elderly individuals' innovativeness toward housing. The. study analyzed data from the Southern Regional Research Project. S-194. “Barriers and incentives to affordable Housing”. The sample consisted of 1.878 respondents over age 55 who resided in 28 communties in seven southern states in the U.S. Results describing demographic and housing characteristics of respondents were summarized. The following findings were revealed from two statistical techniques (the ANOVA and Multiple Regression): 1) Those age 55 to 64. previous residents of larger communities. and those with higher incomes possess higher personal innovativeness toward housing: and 2) Age was a significant predictor to explain elderly respondents' positive attitude to adopt new or unusual housing types and technologies in housing.

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