• Title/Summary/Keyword: 이중차이회귀분석

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Relations among Personal, Occupational Characteristics and Preparation for the Old Age - Focused on the Workers in the Banwol·Siwha Industrial Complex- (근로자의 개인적·직업적 특성과 노후준비와의 관계 - 반월·시화공단 근로자를 중심으로 -)

  • Choi, Myung-Hwa;Choi, Soo-Il
    • The Journal of the Korea Contents Association
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    • v.12 no.6
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    • pp.249-264
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    • 2012
  • The purpose of this study is to clarify the general concept and preparation process for successful aging. At the same time another object is to find out factors which were affecting influences on the preparations for the old age and analyze the relationships between the factors and preparation for old age. 280 questionnaires were distributed to over 40 years-old workers working in Banwol and Siwha industrial complex in Kyeonggi-do. Using 261 questionnaires, frequency analysis, factor analysis and multiple regression analysis, etc were executed with SPSS 18.0 to fulfill the purposes. Findings of the study are as follows. First, health condition had a positive effect on the general preparation for old age, but age, educational career, monthly income, religion and the number of children had partially positive effects. Second, job satisfaction had a positive effect on physical and economical preparation for old age, but job commitment had a positive effect on economical preparation only. Third, Age, educational career, spouse, religion, health condition and the number of children showed different effects on those preparations.

The Relationship between Gymnasium Selection and Training Adherence of Security Martial Arts Trainees (경호무도 수련생의 도장선택과 수련지속의 관계)

  • Song, Gyu-Geun;Lee, Ki-Se;Min, Jae-Ki
    • Korean Security Journal
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    • no.27
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    • pp.107-128
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    • 2011
  • The purpose of this study was to determine the relationship between gymnasium selection and training adherence of security martial arts trainees. To this aim, this study selected 8 gymnasiums in Gyounggi and Incheon province and sampled 220 people above the fourth grade in elementary school. Out of these, 14 cases were dropped due to insufficient answers or incomplete answers, and 206 qualified cases were finally adopted for this study. Data were analyzed using exploratory factor analysis, reliability analysis and frequency analysis, MANOVA, correlation analysis and multiple regression analysis with SPSS 18.0. The results of this study were as follows. First, there were significant differences in gymnasium selection factors(instructor background, training program, public relations) depending upon the trainee's sex. Second, there were significant differences in gymnasium selection factors(training program, main others, public relations) depending upon the trainee's school grade. Third, there were no significant differences in training adherence factors depending upon the trainee's sex and school grade. Fourth, there were positive correlations between instructor background, training program and public relations-factors among gymnasium selection and management program, external and social relations-factors among training adherence. Fifth, the partial sub-factors of gymnasium selection have influenced training adherence. Consequently, security martial arts managers and instructors need to establish marketing strategies suitable for sex and school grade to recruit new security martial arts trainees. It may be considered that security martial arts instructors should construct the differentiated management system for trainees and the specialized training program for lasting training of new or existing security martial arts trainees.

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Analysis of Differences in Information Security Compliance according to Individual Coping and Organizational Homogeneity Culture (개인 대처와 조직 동질성 문화에 따른 정보보안 준수 차이 분석)

  • Hwang, In-ho
    • Journal of Digital Convergence
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    • v.19 no.2
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    • pp.105-115
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    • 2021
  • The purpose of this study is to present the effect of differences in individual coping and organizational homogeneity culture on information security compliance from an exploratory perspective. The study divided groups into individual coping (task-oriented, emotion-oriented) and organizational homogeneity culture (homogeneity, heterogeneity), confirms the difference in information security for each group through cross-design and presents a multiple mediation model between information security factors. As a result of the study, in the coping dimension, the average of the security compliance factors was higher in the emotion-oriented than the task-oriented, and in the homogeneity culture dimension, the average of the security compliance factors was higher in the homogeneity than the heterogeneity. Additionally, social influence and involvement had a multiple mediation effect on the relationship between information security awareness and compliance intention. The implications of this study were to confirm the difference in the effect of individual decision-making styles on security compliance according to the organizational culture differences. The results suggest the necessity of applying a customized information security compliance model for each organization and individual characteristics.

Dual Path Impacts of the Consumer Innovativeness in the New Products Adoption Situation (소비자의 감각적 혁신성향과 인지적 혁신성향이 신제품 구매의도에 미치는 이중 경로)

  • Kim, Hyung-Jun
    • The Journal of the Korea Contents Association
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    • v.11 no.8
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    • pp.187-197
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    • 2011
  • There are many researches about effects of consumer innovativeness on the new product adoption behavior. However most of these studies regard this construct as one dimensional concept so that the extant studies suggest very ambiguous results about the relationship between consumer innovativeness and adoption behavior. This study subdivides the construct as cognitive innovativeness and sensory one and suggest these two types of consumer innovativeness affect on the risk perception of the potential adopter differently when the consumer adopt new product. In the empirical research through regression analysis and structure equation model with 217 samples, the study shows the consumer who have high level of cognitive innovativeness are more sensitive to functional risk of new products compared to one who have high level of sensory innovativeness. On the other side, sensory innovative consumer perceive social risk more when they adopt new products than cognitive innovator who have higher level of cognitive innovativeness. The result means there are dual paths on the relationship between consumer innovativeness and new products adoption behavior. Unlike the early studies, this study shows that there's dual path in relationship between the consumer's innovativeness and new product adoption. That is the consumer who have higher sensory innovativeness perceive the social risk of new products more sensitively than functional risk but the consumer who have cognitive innovativeness perceive functional risk more. So, new product adoption behavior would be different depending on the sensory or cognitive innovativeness.

ADHD, Depression, Anxiety, Self-esteem, Impulsivity, Suicide Idea and Quality of Life with Burnout of Kindergarten Teacher (어린이집 교사의 소진과 ADHD, 우울, 불안, 자존감, 충동성, 자살사고, 삶의 질)

  • Lee, Hey An;Shim, Su Yeon;Yang, Young Ae;Lim, Myung Ho
    • The Journal of the Korea Contents Association
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    • v.16 no.7
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    • pp.291-299
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    • 2016
  • This study aimed to evaluate the relationship of ADHD, depression, anxiety, self-esteem, impulsivity, suicide idea and quality of life as well as burnout of kindergarten teachers for the first time in Korea. Also, it examined the odds ratio with ADHD, depression, anxiety, self-esteem, impulsivity, suicide idea and quality of life between burnout group and the comparison group through logistic regression analysis. A set of questionnaires was provided to a total of 310 participants (80 with higher burnout risk and 230 without burnout risk) from April 2015 to July 2015. All of participants were evaluated using the Korean Adult Attention Deficit Hyperactivity Disorder Scales, Beck's Depression Inventory, Beck's Anxiety Inventory, Baratte' Impulsivity Scale, Rosenberg's Self-esteem Inventory and Qulity of Life Scale. The results of this study indicated that burnout risk group is related to ADHD and anxiety and impulsivity. For the treatment of burnout in kindergarten teachers, effective evaluation and treatment of ADHD and impulsivity, as well as anxiety, seem to be necessary.

Studies on the Amino Acid Composition of Korean Fermented Soybean Meju Products and the Evaluation of the Protein Quality (장류제품의 아미노산 조성과 그 단백질 품질평가에 관한 연구)

  • Lee, Cherl-Ho
    • Korean Journal of Food Science and Technology
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    • v.5 no.4
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    • pp.210-214
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    • 1973
  • This study analyses and compares the amino acid composition and available lysine content between Korean fermented soybean Meju and its products as well as home-made and commercially made products. The protein quality of the products was evaluated by the result, and the biological value of the proteins was estimated by using the regression equation for chemical score to biological value as calculated by B.O. Eggum. The amino-N content of soybean is found to be 85% of the total nitrogen content and is reduced to approximately 75% in the fermented products except home-made soysauce, where as the content of ammonia-N and other N-compounds is increased. The difference in protein quality between home-made and commercially made products is not found to be significant. The protein quality of soybean is not damaged greatly in the making of Meju but is seriously damaged during the long periods of ripening. After the ripening the chemical score of the products' protein is reduced to approximately one half of the original soybean protein and the available lysine content to $1/3{\sim}1/2$.

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Cutting Load Analysis according to Blades Installation Angle of the Stem Cutter using EDEM (EDEM을 이용한 줄기절단기의 칼날 설치각에 따른 절단부하 분석)

  • Park, Donghyeok;Lee, Chungu;Baek, Seunghwan;Rhee, Joongyong
    • Proceedings of the Korean Society for Agricultural Machinery Conference
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    • 2017.04a
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    • pp.65-65
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    • 2017
  • 밭작물 중 양파와 마늘은 높은 노동투하시간, 노임의 상승, 복잡한 수거 과정 등으로 최근 재배면적이 감소하는 추세이다. 밭농업 활성화 방안으로 생산비 절감과 작업 속도 향상을 위한 수확기계 개발 연구로 줄기절단기가 개발되었다. 이 연구는 줄기절단기 예취날의 설치각이 절단부하에 미치는 영향을 분립체 해석 기법으로 분석하고자 하였다. 실험에 사용한 시뮬레이션은 EDEM으로 인장탄성계수, 전단탄성 계수, 중첩길이, 입자 반경 및 질량, 상대속도를 이용하여 충돌시 힘을 해석하고 인장 및 전단강도, 한계, 결합 길이를 통해 입자간 결합을 설정할 수 있다. 시제품으로 설계된 줄기절단기의 치수를 활용하여 프로그램 상에서 줄기 절단 시뮬레이션을 진행하여 절단부하 결과를 얻도록 하였고 칼날 설치각을 30도, 45도, 60도로 변경하여 각각의 부하를 분석하여 경향성을 파악하고자 하였다. 실험에서 사용한 프로그램은 EDEM 2.7.1 Academic Research 버전이며 시뮬레이션을 진행한 PC의 사양은 Intel(R) $Core^{TM}$ i7-4790 CPU @ 3.60GHz, Memory 16.0GB이다. 줄기 절단 시뮬레이션에 적용시킨 줄기 모델은 마늘의 조건을 적용시켜 직경 1mm의 입자로 이루어진 지름 12mm, 높이 214mm의 원통형 모델이며 60.32N의 최대절단력을 가지고 있다. 줄기절단기는 2개의 회전날을 가지고 있으나 좌우대칭을 적용하여 절반에 대한 해석으로 하나의 회전날로 절단을 하도록 줄기 모델은 4조로 하여 3열을 140mm 간격으로 위치시켰다. 줄기절단기의 칼날은 반경 350mm로 회전하며 진행속도는 1.65m/s, 회전속도는 1680rpm으로 작업하도록 하였다. 시뮬레이션은 0.5초의 시간에 대해 해석하도록 하였으며 0.003초 간격으로 칼날에 가해지는 힘을 구하여 저장하도록 하였다. 시뮬레이션 해석시간은 약 116시간이었으며 설치각별 시간에 따른 칼날에 가해지는 압축력 값과 그래프를 얻을 수 있었다. 대부분의 시간에서 절단이 이루어지지 않으므로 0의 값을 나타내었으며 절단이 이루어지는 시점에 절단부하가 나타났다. 결과 해석을 위해 그래프의 피크 값들을 이용하였으며 그 중 상위 6개의 값으로 분석하였다. 30도, 45도, 60도의 설치각에 따른 절단부하의 평균 값은 각각 105.4N, 160.5N, 215.9N으로 나타났다. 설치각에 따른 절단부하의 경향성은 유의수준은 3.93%로 각각의 차이가 유의미하게 나타났으며 상관계수는 0.489로 증가하는 경향이 보였다. 그러나 $R^2$는 0.2394로 낮은 값을 보여 데이터 처리 방법의 개선과 적절한 회귀 모델의 적용이 필요하다. 향후 포장시험을 진행하고 복합적으로 분석하여 경향성을 자세히 분석하고자 한다.

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Visual Image Analysis on the Types of Natural Funeral (자연장의 유형별 시각적 이미지 분석)

  • Kim, Chuljae;Lee, Shiyoung
    • Journal of the Korean Institute of Landscape Architecture
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    • v.42 no.1
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    • pp.75-88
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    • 2014
  • This research aims to introduce the external type of natural funeral landscape facilities and to examine the effect of its visual image factor on the preference for them. For this purpose, a survey was conducted among 549 persons including 224 experts on the funeral services. The majority of respondents in this research live in the Seoul, Daejeon, Jeonju, and Busan areas. Burial place facilities and memorial facilities among natural funeral landscape facilities for the study are selected and categorized into five types, respectively. Of these, the funeral area type includes a woody style, a garden style, a flower style, a grass style and a scattered ashes style. As a result, firstly, from the factor analysis, three image factors are extracted such as a physical factor, an external-appearing factor and a symmetrical factor from the burial place facilities. Secondly, the most flavored among 5 burial palace facilities is woody style, followed a flower style, a garde style, a grass style and a scattered ashes style. Third, we draw a perception map based on the average values of each image factors. Forth, we find some significant difference in the evaluation of the image factors of burial place facilities by characteristics of the respondents. The gender, age, the education level and the facilities type reveal the significant difference in a physical factor. Moreover, we find a significant difference in the level of an external-appearing factor according to a gender, religion, a group members, and in the level of a symmetrical factor according to the gender, the education level, and the facilities type. Fifth, we execute a regression analysis in order to analyze the effect of the image factors on its preference for the burial place and memorial facilities. We find a positive effect of a physical, an external appearing and a symmetrical factor on its preference. Finally, we examine a moderating effect of a group member between the image factors and its preference. We find a significant positive moderating effect of an external-appearing factor for a garden style in the case of the burial place facilities. In this study are suggests that fix the problem of natural funeral landscape facilities typical naming contribute to the development of the early beginning natural funeral landscape facilities and study on development of natural funeral landscape facilities suitable for domestic. In addition, this study has shown that having rational guideline when people use natural funeral that develop a funeral culture through preference natural funeral standard visual image analysis such as preserve the traditional funeral philosophy and a new aesthetic needs.

Acculturative stress amongst multicultural adolescents: Patterns, predictors, and psychosocial outcomes (다문화 청소년의 문화적응 스트레스 변화 궤적 유형화: 유형 예측요인과 유형별 심리·사회적응)

  • 은선민;이수현;이강이
    • Studies on Korean Youth
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    • v.30 no.2
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    • pp.177-211
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    • 2019
  • The number of adolescents from multicultural backgrounds have been constantly increasing, and studies have shown that their acculturative stress highly affects their psychosocial development. This study aims to tap into the individual differences and find the relevant patterns in developing acculturative stress during early adolescence. Based on the stress process model, we explored the influence of moderating resources including bicultural acceptance, social support, and self-esteem, on the pattern of acculturative stress development. We also examined the difference in stress outcomes including depression, life satisfaction, and school adjustment, between the identified patterns. The participants were 1,376 multicultural adolescents in Korea who participated in the MAPS (Multicultural Adolescents Panel Study) 2, 3, 4th wave. Latent class growth analysis was conducted to examine patterns of acculturative stress development. The impact of stress moderating resources were examined using multinomial logistic regression. Analysis of variance followed to prove the difference in stress outcomes. The results demonstrated three distinct classes of acculturative stress development: increasing, decreasing, and constant-low. Social support from family and friends and self-esteem predicted the constant-low pattern of acculturative stress development. There were significant differences in the levels of adolescents' depression, life satisfaction, and school adjustment between the stress patterns. Policy support for multicultural adolescents' psychosocial development and social integration were all discussed in relation to the developmental properties of and individual differences in multicultural adolescents' acculturative stress.

Cross-calibration of Bone Mineral Density between Two Different Dual X-ray Absorptiometry Systems: Hologic QDR 4500-A and Lunar EXPERT-XL (서로 다른 이중에너지 방사선흡수기계 기종(Hologic QDR 4500-A와 Lunar EXPERT-XL) 간의 골밀도 교차 보정)

  • Jo, Jin-Man;Kim, Jae-Seung;Kim, Ghi-Su;Kim, Sang-Wook;Shin, Jung-Woo;Moon, Dae-Hyuk;Lee, Hee-Kyung
    • The Korean Journal of Nuclear Medicine
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    • v.33 no.3
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    • pp.282-288
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    • 1999
  • Purpose: A cross-calibration equation is needed to compare bone mineral density measured by different dual X-ray absoptiometry systems. We performed this study to establish appropriate cross-calibration equations between two different dual X-ray absorptiometry systems. Materials and Methods: Bone mineral density of anterior-posterior lumbar spine (L2-4 level) and femoral neck were measured in 109 women ($55{\pm}11yr$) using two different dual X-ray absorptiometry systems (Lunar EXPERT-XL and Hologic QDR 4500-A). Bone mineral density values measured by two systems, including area, bone mass content, bone mineral density and percentile of young normals were compared and cross-calibration equations between two systems derived. Results: The bone mineral density values of 109 women measured by Lunar system were $0.958{\pm}0.17g/cm^2$ at L2-4 and $0.768{\pm}0.131g/cm^2$ at femur neck, which were significantly higher ($13{\pm}6%$ at L2-4 and $19{\pm}7%$ at femur neck, p<0.001) than those ($0.851{\pm}0.144 g/cm^2$ at L2-4 and $0.649{\pm}0.108 g/cm^2$ at femur neck) by Hologic system. Bone mineral content and percentile of young normals measured by Lunar system were also significantly higher than those by Hologic system (p<0.001), whereas there was no difference in area (p>0.05). There was a high correlation between bone mineral density values of L2-4 and femoral neck obtained with both dual X-ray absortiometry systems (r=0.96 and 0.95, respectively). Cross-calibration equations relating the bone mineral density were Lunar= 1.1287${\times}$Hologic -0.0027 for L2-4 and Lunar= 1.1556${\times}$Hologic+0.0182 for femoral neck. Conclusion: We obtained cross-calibration equations of bone mineral density between Lunar EXPERT-XL and Hologic QDR 4500-A. These equations can be useful in comparing bone mineral density obtained by different dual X-ray absorptiometry systems.

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