• Title/Summary/Keyword: 영향력계수

Search Result 236, Processing Time 0.029 seconds

Structural Relationships Among Innovativeness, Perceived Risk, Product Purchase Intention of Internet Shopping Mall Users: With Focus on Multi-group Analysis by Product Type (인터넷 쇼핑몰 이용자들의 소비자 혁신성, 지각된 위험, 제품 구매의도 간의 구조적 관계: 제품유형에 따른 다중집단분석을 중심으로)

  • Shim, Taeyong;Yoon, Sungjoon
    • Journal of the Korea Academia-Industrial cooperation Society
    • /
    • v.19 no.11
    • /
    • pp.701-710
    • /
    • 2018
  • This study aims to verify the mediating effect of perceived risk of internet shopping mall users' innovativeness on product purchase intention. Research subjects included consumers with prior experience of using internet shopping malls, and 405 respondents were used for final analysis. The major findings of the study are as follows: First, as a result of the investigation on the relationships among users' innovativeness, perceived risk, and product purchase intention, all correlation coefficients were positive. Second, consumer innovativeness was found to significantly influence perceived risk and purchase intention, and perceived risk mediated the relationship between consumer innovativeness and purchase intention. Third, when we performed sub-group analysis on the research model by dividing products into hedonic and utilitarian products, it was found that hedonic products revealed path coefficients which are statistically more significant compared with those for utilitarian products. We can draw the conclusion that in terms of internet shopping mall purchases, hedonic products exert a greater influence on the effect of consumer innovativeness on purchase intention compared to utilitarian products.

rences in the Impact of Social Capital on Well-being between Korean Liberation Generation and Baby-boom Generation (해방세대와 베이비붐세대 간 사회적 자본이 안녕감에 미치는 영향의 차이)

  • Park, Seoung-Tag
    • Journal of the Korea Academia-Industrial cooperation Society
    • /
    • v.22 no.2
    • /
    • pp.755-765
    • /
    • 2021
  • The objectives of this study are to subdivide the group of elderly population into the liberation generation as a poor generation that experienced the barley hump, and the baby boom generation to verify differences in the mean of social capital and well-being between those groups of two generations, to verify the effects of social capital on the well-being, and then to review differences between those groups of two generations regarding the effects of subfactors of social capital on the well-being. This study collected and analyzed data from 200 people excluding missing values from the baby boom generation and liberation generation born in 1945-1963, in the D region from July 1st to July 31st, 2018. The main results of this study are as follows. in the results of comparatively reviewing the social capital having effects on the well-being of each group of liberation generation and baby boom generation, when relieving the statistical significance level to 90%, the network was working as a variable having effects on both groups. In this case, when mutually comparing the influence of regression coefficient as �� value, the network had a relatively larger effect on the well-being of the liberation generation.

Analysis of Spatial Characteristics of Vacant Houses using Geographic Weighted Regression Model - Focus on Busan Metropolitan City - (지리가중회귀모델을 적용한 빈집 발생의 공간적 특성 분석 - 부산광역시를 대상으로 -)

  • KIM, Ji-Yun;KIM, Ho-Yong
    • Journal of the Korean Association of Geographic Information Studies
    • /
    • v.24 no.1
    • /
    • pp.68-79
    • /
    • 2021
  • The recent occurrence of vacant houses in urban areas is a remarkable social problem. One of the physical declines, the occurrence of vacant houses, accelerates various social and economic declines, such as a decline in population and a slump in the commercial district. Vacant houses have regional characteristics and spatial influence, and it is necessary to approach them locally in order to grasp the exact status of vacant houses. Therefore, in this study, the effect of urban decline on the occurrence of vacant homes was examined by region using global Moran's I and Geographic Weighted Regression(GWR) model. As a result of the analysis, there were spatial autocorrelation and heterogeneity in the occurrence of vacant houses in each eup·myeon·dong, Busan metropolitan city. In addition, there is a difference in the influence of each variable of urban decline on the occurrence of vacant houses, and even the same variable of urban decline has different effects on the occurrence of vacant houses in different regions. Therefore, it is expected that a more efficient vacant home management plan can be presented if the GWR model is used to analyze the coefficient values differentiated by region and categorize the occurrence of vacant houses.

The Mediating Effect of Emotional Behavioral Problems on the Relationship between Socioeconomic Status and Middle School Students' Life Satisfaction: A Multi-group Analysis According to Parental Composition and Parents' Life Satisfaction (가정의 경제적 수준과 중학생의 삶의 만족도 관계에서 정서행동문제의 매개효과: 부모구성 및 부모의 삶의 만족도에 따른 다집단분석)

  • Ha, Gyuyoung;Lee, Minyoung
    • Korean Journal of School Psychology
    • /
    • v.17 no.1
    • /
    • pp.39-63
    • /
    • 2020
  • This study examined the relationship between family socioeconomic status, emotional behavioral problems, parental composition, and parents' life satisfaction, all of which are factors that affect the life satisfaction of Korean middle school students. To this end, multi-group analysis was conducted on KCYPS panel data. The results showed four major patterns. First, family socioeconomic status has a significant direct effect on the students' life satisfaction only when the student has two parents and when the student's parents have high life satisfaction. Second, family socioeconomic status only significantly influenced students' emotional behavioral problems when parents had low life satisfaction, regardless of parental composition. Third, the mediating effect of emotional behavioral problems (aggression) in the relationship between family socioeconomic status and student life satisfaction was only significant when the student had two-parents and when the student's parents' had low life satisfaction. Fourth, depression was the variable most stronly correlated with student life satisfaction. This paper discusses the limitations of this study and the impliations of its results about how to improve students' life satisfaction.

Machine-Learning Evaluation of Factors Influencing Landslides (머신러닝기법을 이용한 산사태 발생인자의 영향도 분석)

  • Park, Seong-Yong;Moon, Seong-Woo;Choi, Jaewan;Seo, Yong-Seok
    • The Journal of Engineering Geology
    • /
    • v.31 no.4
    • /
    • pp.701-718
    • /
    • 2021
  • Geological field surveys and a series of laboratory tests were conducted to obtain data related to landslides in Sancheok-myeon, Chungju-si, Chungcheongbuk-do, South Korea where many landslides occurred in the summer of 2020. The magnitudes of various factors' influence on landslide occurrence were evaluated using logistic regression analysis and an artificial neural network. Undisturbed specimens were sampled according to landslide occurrence, and dynamic cone penetration testing measured the depth of the soil layer during geological field surveys. Laboratory tests were performed following the standards of ASTM International. To solve the problem of multicollinearity, the variation inflation factor was calculated for all factors related to landslides, and then nine factors (shear strength, lithology, saturated water content, specific gravity, hydraulic conductivity, USCS, slope angle, and elevation) were determined as influential factors for consideration by machine learning techniques. Minimum-maximum normalization compared factors directly with each other. Logistic regression analysis identified soil depth, slope angle, saturated water content, and shear strength as having the greatest influence (in that order) on the occurrence of landslides. Artificial neural network analysis ranked factors by greatest influence in the order of slope angle, soil depth, saturated water content, and shear strength. Arithmetically averaging the effectiveness of both analyses found slope angle, soil depth, saturated water content, and shear strength as the top four factors. The sum of their effectiveness was ~70%.

The Effect of Teachers' Teaching Efficacy and Happiness on Teacher-Infant Interaction (교사의 교수 효능감과 행복감이 교사-유아 상호작용에 미치는 영향)

  • Jeong Yeong Mi
    • The Journal of the Convergence on Culture Technology
    • /
    • v.9 no.4
    • /
    • pp.223-228
    • /
    • 2023
  • This study examines the relationship between teacher-perceived teaching efficacy and happiness and teacher-infant interaction, and analyzes the effect of teaching efficacy and happiness on teacher-infant interaction. The purpose was to reveal that it was an important variable in the quality of action. Frequency analysis and descriptive statistics analysis were conducted for the Korean Children's Panel 7th year (2014) data, and Pearson's moment-moment correlation coefficient was calculated for correlation analysis between variables. Multiple regression analysis was conducted to examine the influence of teachers' teaching efficacy and happiness on teacher-infant and infant-infant interactions. The research results were as follows. First, teachers' teaching efficacy, teacher happiness, teacher-infant, and infant-infant interactions were all found to have significant positive correlations. Second, teachers' teaching efficacy was found to have a significant effect on teacher-infant and infant-infant interactions, and the influence increased when teacher's happiness was added. Therefore, we need to come up with a plan to increase teachers' teaching efficacy and teacher happiness at the same time so that the quality of teacher-infant and infant-infant interactions can be meaningfully improved.

The Influence of Carcass Traits on Carcass Price in Mature Hanwoo Cow (한우 암소에서 도체형질과 도체가격간의 상관관계)

  • Kim, Dae-Jung;Lee, Chang-Woo;Lee, Chae-Young;Kim, Jong-Bok
    • Journal of Animal Science and Technology
    • /
    • v.52 no.2
    • /
    • pp.157-164
    • /
    • 2010
  • We investigated the influence of carcass traits on carcass price for Hanwoo cow using multiple regression and path analyses. Data for carcass traits and price were collected on mature Hanwoo cow raised in private farms in Kangwon province that were slaughtered in 2008. A total of 96 animals with the average slaughter age of 51 months were used in the current study. Of the carcass traits studied, marbling score (MAR), dressing percentage (DP), and eye-muscle area (EMA) showed moderate and positive correlations with auction price (AP), while correlation coefficients of meat yield index (MINDEX) with AP were low or even negligible. In multiple regression analyses of AP and carcass price (CP) on cold carcass weight (CWT), back fat thickness (BFT), EMA, MAR, and DP, estimates of $R^2$ were 69.86 and 85.43%, respectively. Partial regression coefficients for CWT, BFT, EMA, MAR and DP were -0.028, -0.106, 0.107, 0.814, and 0.075 in the equation of AP and 0.561, -0.060, 0.083, 0.590, and 0.051 in the equation of CP. In path analyses, MAR's total contribution on the variation of AP was largest (0.667), and the total contributions of MAR and CWT on the variation of CP were 0.403 and 0.397. The current study suggested that marbling was the most influential trait on the variation of auction price, and marbling and cold carcass weight were critical traits on the variation of carcass price.

Clinical Correlation between the Autoimmune Thyroid Disease for the Thyroid Autoimmune Antibodies and the Maximum Standardized Uptake Value: Base on the Hashimoto's Thyroiditis and the Graves' Disease (자가 면역 갑상선 질환에 대한 최대 표준섭취계수와 갑상선 자가 항체의 임상적 상관관계: 하시모토 갑상선염과 그레이브스병 중심으로)

  • Woo, Minsun;Baek, Chulin;Yoo, Jueun;Song, Jongwoo;Im, Inchul;Son, Juchul;Cho, Soodong;Lee, Jaeseung
    • Journal of the Korean Society of Radiology
    • /
    • v.8 no.5
    • /
    • pp.241-248
    • /
    • 2014
  • The purpose of this study were to analyze the clinical correlation between the thyroid autoimmune antibodies (anti-TPO Ab, anti-TG Ab, and TSH) and the maximum standardized uptake value ($SUV_{max}$) base on the Hashimoto's thyroiditis and the Graves' disease in diffusely $^{18}F-FDG$ uptake of the thyroid gland to the PET/CT image. To achieve this, we was performed the PET/CT examination for the 1,097 subjects from May 2010 to April 2013 in the health screening, and was detected the diffused FDG thyroid uptake, and was additionally performed the thyroid function test (TFT) and the ultrasound (US). As a results, the autoimmune thyroid disease with the diffused FDG thyroid uptake were discovered 39 patients (3.9%), of this, the Hashimoto's thyroiditis was 43.6% and the Graves' disease was 23.1%. Hashimoto's thyroiditis was shown the positive reaction of high titer between the anti-TPO Ab and the anti-TG Ab level, and the correlation coefficient between the $SUV_{max}$ and the anti-TPO Ab was a statistically significant (r>04, p<0.05). Also, Graves' disease was shown the positive reaction of high titer most of the thyroid autoimmune antibodies, and the correlation coefficient between the $SUV_{max}$ and the anti-TPO Ab was a statistically significant (r>05, p<0.01). Therefor, when have a high standard of the $SUV_{max}$ due to the diffusely $^{18}F-FDG$ uptake of the thyroid gland, Hashimoto's thyroiditis and Graves' disease were proportionally increased the anti-TPO Ab and TSH level, respectively. The correlation coefficient between the $SUV_{max}$ and the thyroid autoimmune antibodies will be the most influential criterion that was a standard of judgment for the epihpenomenon of the autoimmune thyroid disease, and it will be available for the clinical application.

A Study on Satisfaction of Physical Therapy Majors in Gyeong-sang Province (일부 경상지역 물리치료(학)과 학생들의 전공만족도에 미치는 요인)

  • Kim, Jin-Seop;Lee, Dong-Yeop
    • Journal of Digital Convergence
    • /
    • v.12 no.8
    • /
    • pp.389-396
    • /
    • 2014
  • This study was conducted to analyze the satisfaction level that students in physical therapy departments have with their major after they enter college; it also aimed to present the factors that affect that satisfaction. With regard to satisfaction in relation to general characteristics, no significant difference in satisfaction was shown between the two genders or among the times of selection of the department. Significant differences in satisfaction with the department were found for high school courses, school systems, grades, and the influences on the selection of the department. The variables that significantly affected satisfaction with the department were: satisfaction with perception, satisfaction with curricula, general satisfaction, and satisfaction with relationships. In particular, satisfaction with perception showed the highest standardized regression coefficient value for satisfaction with the department. Based on the results of this study, to enhance the satisfaction levels of students in physical therapy departments, interest in physical therapy should be drawn from the students based on social perception and high level educational environments, and the relationship between the processors and the students should be improved.

Impact of Children's Self-esteem and Happiness on Their Resilience (유아의 자아존중감과 행복감이 회복탄력성에 미치는 영향)

  • Lee, Hajeong;Tak, Jeong Hwa
    • Korean Journal of Childcare and Education
    • /
    • v.11 no.4
    • /
    • pp.39-61
    • /
    • 2015
  • The purpose of this study was to examine the influence of the variables of young children related to self-esteem and happiness on their resilience from multidimensional perspectives. The subjects in this study were 200 young children who spend daily life in early childhood education institutions located in Busan. The findings of the study were as follows: First, the level of young children's awareness about their self-esteem was below average, but the level of their awareness about their happiness and resilience was above average. Second, there were significant positive correlations among their total self-esteem scores, total happiness scores and total resilience scores. Third, the self-esteem and happiness of the young children exerted a significant influence on their resilience. Among the subfactors of happiness and self-esteem had the largest impact on resilience.