• Title/Summary/Keyword: the multiple regression analysis

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A Statistical Study of SNR, SDNR on Water Temperature, C/N Ratio, and BOD Loads in Wastewater Treatment process (하수처리공정에서 수온, C/N비, BOD부하량에 따른 SNR, SDNR의 통계적 연구)

  • An, Sang-Woo;Min, Jee-Eun;Park, Jae-Woo
    • 한국방재학회:학술대회논문집
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    • 2008.02a
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    • pp.823-826
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    • 2008
  • Statistical methods were used in the analysis of data, which are the SNR and SDNR in describing the various natures, and the methodology relating the results with the operation was developed. Multiple regression analysis based on the results of statistics of data were SNR = 0.0219 + 0.000044BOD lording - 0.00600C/N ratio and SDNR = 0.0226 + 0.000044BOD lording - 0.00602C/N ratio. It were concluded that the variability of the process performance should be reflected to the operation condition procedure through the analysis based on the statistics methods.

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The effects of dietary protein intake and quality on periodontal disease in Korean adults (한국 성인의 단백질 섭취량과 식생활의 질이 치주질환에 미치는 영향)

  • Hwang, Su-Yeon;Park, Jung-Eun
    • Journal of Korean society of Dental Hygiene
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    • v.22 no.2
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    • pp.107-115
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    • 2022
  • Objectives: This study aimed to examine the effects of dietary protein intake and quality on periodontal disease in Korean adults. Methods: The data used for analysis were obtained from the 7th Korean National Health and Nutrition Examination Survey (2016-2018). Data were analyzed using chi-square and t-test. Additionally, multiple logistic regression analysis was performed to assess the association between dietary protein intake and quality and periodontal disease. Statistical significance level was set at <0.05. Results: Multiple logistic regression analysis of dietary protein intake and periodontal disease in the model adjusted for socioeconomic factors showed that were significantly related to the Q1 (odds ratio [OR]: 1.18, 95% confidence interval [CI]: 1.01-1.39). However, this correlation was not significant in the model in which all variables were corrected. Moreover, analysis of the dietary protein quality and periodontal disease in model 4, which was adjusted for socioeconomic variables, showed that were significantly related to the low score (OR: 1.13, 95% CI: 1.00-1.27). Conclusions: The results showed a significant association between periodontal disease and poor intake and quality of dietary protein in the Korean adult population.

Pine Forest Soil Characteristics and Major Soil Impact Factors for Natural Regeneration

  • Kim, Min-Suk;Kim, Yong-Suk;Min, Hyun-Gi;Kim, Jeong-Gyu;Koo, Namin
    • Korean Journal of Soil Science and Fertilizer
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    • v.50 no.3
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    • pp.179-186
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    • 2017
  • This study was conducted to identify characteristics of domestic pine forest soils and to elucidate major soil influencing factors for natural regeneration. We analyzed the physico-chemical characteristics of the soil samples collected from 23 pine forests and confirmed the similar results with the forest soil characteristics. Soil pH, organic matter content, total nitrogen, exchangeable Ca, silt content, and exchangeable Al were selected as the major soil factors among the exposed soils through 10 days of pine seedlings exposure and cultivation experiments and statistical analysis. Multiple regression analysis showed that soil pH had a positive effect on specific root length (SRL) of red pine seedlings and exchangeable Al was a significant factor affecting negative change in SRL. Taken together, the reduction of exchangeable Al by soil pH adjustment would be helpful for natural regeneration by restoring the forest and improving the fine root and root integrity of pine seedlings. Therefore, soil pH and exchangeable Al could be recommended as a major soil factor to be carefully considered in the monitoring and management of soil in pine forests that need to be renewed in the future.

Studies on the preference of weft knit fabrics (위편성 니트 소재의 선호도에 관한 연구)

  • Ju, Jeong-Ah
    • Korean Journal of Human Ecology
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    • v.14 no.4
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    • pp.665-671
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    • 2005
  • This study aims to examine the effect of structural properties, subjective textures, sensibilities, and objective handle on the preference for weft knit fabrics, and then to provide useful information in planning and designing knit fabrics through predicting the preference. We made 20 plain knit fabrics, as specimens, with a combination of 5 kinds of wool/rayon fiber contents and 4 kinds of stitch loop length. For the subjective evaluation of textures, sensibilities, and preference, we used the questionnaire that had been developed in the previous study. The data analysis was conducted with Pearson's correlation analysis, ANOVA, Duncann multiple range test and regression analysis. The results are as follows: In relationship of structural properties and preference, we could not recognize any difference in whole ranges of wool/ rayon fiber contents and in 7.5mm and less stitch loop length. On the other hand, we could find the decrease of preference in over 7.5mm stitch loop length. As to subjective textures and sensibilities, a multiple regression analysis of preference indicated a higher determination coefficient by sensibilities than by textures. But there were little correlation between a objective handle and preference of weft knit fabrics.

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Factors of Oral Health-Related Quality of Life among College Students (대학생의 구강건강관련 삶의 질에 영향을 미치는 요인)

  • Han, Ye-Seul;Lee, Geun-Yu;Lee, Ju-Yul;Kim, Hye-Young
    • The Journal of Korean Society for School & Community Health Education
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    • v.15 no.2
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    • pp.51-61
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    • 2014
  • Objectives: This study examined the factors affecting the quality of life relating to oral health using OHIP-14 of college students. Also, this was to help college students to enhance their oral health. Methods: A Total of 334 self-administered questionnaires were collected from university student in Cheon-an. The statistical methods used for data analysis were the descriptive statistics, Independent samples t-test, One-way ANOVA, correlation analysis, multiple linear regression analysis. Results: First, A month pocket money and coffee consumption were significantly related to functional and physical Oral health foctor. Second, A month pocket money and coffee consumption were significantly related to Mental and social Oral health foctor. Finally, multiple linear regression analysis showed that a month pocket money, coffee consumption have a negative effect on the quality of life relating to oral health, Whereas an experience of oral health education a positive effect on this. Conclusion: Oral health related quality of life should be improved by investigating the factors affecting oral health and thus developing the program enhancing the oral health to prevent oral disease. In addition, in order to health promotion physical, mental, social, including the oral health, program development and research incessant must be carried out.

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Physical and Psychosocial Risk Factors Affecting Mental Health and Presenteeism among South Korean Hairdressers (미용사의 정신건강 및 프리젠티즘에 영향 미치는 물리적·심리사회적 작업환경요인)

  • Lee, Jinhwa;Lee, Bokim
    • Korean Journal of Occupational Health Nursing
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    • v.25 no.4
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    • pp.290-299
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    • 2016
  • Purpose: The purpose of this study was to examine the relationship among physical and psychosocial risk factors, mental health, and presenteeism of South Korean hairdressers. Methods: This study is a secondary analysis of data extracted from the 2014 Korean Working Conditions Survey (KWCS), conducted by the Korea Occupational Safety and Health Agency. For the present analysis, 920 hairdressers were selected. Based on existing literature, a set of variables was chosen from the KWCS. A multiple logistic regression analysis was performed to examine the association among risk factors in working place, mental health, and presenteeism. Results: The prevalence of poor mental health and presenteeism was 45.1% and 36.0%, respectively. The results of multiple logistic regression analysis indicated that 'repetitive hand or arm movements,' were significant predictors of mental health (OR: 0.63, CI: 0.41~0.97), and 'role clarity' was a significant predictor of presenteeism (OR: 1.86, CI: 1.10~3.13). Conclusion: Based on these results, we suggest to improve the clarification of the role of hairdressers as a strategy to reduce their presenteeism.

Factors Associated with Physical Activity among Chinese Immigrant Women (중국 이민여성의 신체활동 관련 요인)

  • Cho, Sung-Hye;Lee, Hyeonkyeong
    • Journal of Korean Academy of Nursing
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    • v.43 no.6
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    • pp.760-769
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    • 2013
  • Purpose: This study was done to assess the level of physical activity among Chinese immigrant women and to determine the relationships of physical activity with individual characteristics and behavior-specific cognition. Methods: A cross-sectional descriptive study was conducted with 161 Chinese immigrant women living in Busan. A health promotion model of physical activity adapted from Pender's Health Promotion Model was used. Self-administered questionnaires were used to collect data during the period from September 25 to November 20, 2012. Using SPSS 18.0 program, descriptive statistics, t-test, analysis of variance, correlation analysis, and multiple regression analysis were done. Results: The average level of physical activity of the Chinese immigrant women was $1,050.06{\pm}686.47$ MET-min/week and the minimum activity among types of physical activity was most dominant (59.6%). As a result of multiple regression analysis, it was confirmed that self-efficacy and acculturation were statistically significant variables in the model (p<.001), with an explanatory power of 23.7%. Conclusion: The results indicate that the development and application of intervention strategies to increase acculturation and self-efficacy for immigrant women will aid in increasing the physical activity in Chinese immigrant women.

Effects of Psychological Ownership, Self-leadership, and Social Exchange Relationships on Innovative Behavior of Military Hospital Personnel (심리적 주인의식, 셀프리더십, 사회적 교환관계가 군병원 종사자의 혁신행동에 미치는 영향)

  • Woo, Chung Hee;Park, Ju Young;Kim, Hye-Won
    • Korean Journal of Occupational Health Nursing
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    • v.28 no.3
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    • pp.166-175
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    • 2019
  • Purpose: The purpose of the study was to identify factors affecting the innovative behavior of military hospital personnel. Methods: The study involved the analysis of 146 structured questionnaires received from military hospital personnel in D city and S city. Data were collected from January 10 to February 9, 2019. The SPSS/WIN 24.0 program was used for data analysis, which included the t-test, ANOVA, $Scheff{\acute{e}}$ test, Pearson's correlation coefficient, and multiple regression analysis. Results: The multiple regression analysis showed that factors affecting innovative behavior of military hospital staff were the natural reward strategies of self-leadership, behavior-focused strategies of self-leadership, and organization-based psychological ownership ($R^2=.30$). Conclusion: The results suggest that to promote innovative behavior in military hospital staff, it is necessary to implement strategies that inspire self-leadership and psychological ownership.

The Effect of K-university Professors' Perception of University on Job Satisfaction (K대학 교수들의 대학에 대한 인식이 직무만족도에 미치는 영향)

  • Baek, Seunghiey;Seol, Soonuk
    • Journal of Practical Engineering Education
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    • v.14 no.2
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    • pp.259-266
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    • 2022
  • The purpose of this study is to explore the effect of K-university professors' perception of the university on job satisfaction. To do this, correlation analysis and multiple regression analysis were applied on job satisfaction and university perception (curriculum, lecture, research support, research system, undergraduate(major), organizational communication, personnel system, welfare system) data of 81 professors at K-University. As results, each factor showed a statistically significant correlation, and it was found that the perception of lectures, the perception of research support, the recognition of the research system, and the perception of personnel system had a significant positive effect on job satisfaction. Based on the results of this study, policy measures to help increase job satisfaction were suggested.

Development and Application of Effect Measurement Tool for Victory Factors in Offensive Operations Using Big Data Analytics (빅데이터를 통한 공격작전 승리요인 효과측정도구 개발 및 분석 : KCTC 훈련사례를 중심으로)

  • Kim, Gak-Gyu;Kim, Dae-Sung
    • Journal of the Korean Operations Research and Management Science Society
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    • v.39 no.2
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    • pp.111-130
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    • 2014
  • For the key factors determining victory of combat, many works have been focusing on qualitative analyses in the past. As military training paradigm changes along with technology developments, demands for scientific analysis to prepare future military strength increase regarding military training results, and big data analysis has opened such possibility. We analyze the data from KCTC (Korea Combat Training Center) training to investigate the factors affected victory in offensive operations. In this context, we develop a way to measure the victory and the factors related to it from existing studies and military doctrines. We first identify Independent variables that affect offensive operations through variable selection and propose a mathematical model to explain combat victory by performing multiple regression analysis. We also verify our results with battalion-level live training data as well as previous studies on victory factors in the military doctrines.