• Title/Summary/Keyword: Industrial Correlation Analysis

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On the Early Diagnosis of Dementia by Nonlinear Analysis of the EEG in Alzheimer's Disease (알츠하이머 환자 뇌파의 비선형 분석을 통한 치매증의 조기진단에 관한 연구)

  • 이동형;이재훈
    • Journal of Korean Society of Industrial and Systems Engineering
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    • v.19 no.39
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    • pp.129-142
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    • 1996
  • The early diagnosis has an very important role in curing dementia. But there was not the effective method to diagnose it until now. In this paper we analyzed the EEG of Alzheimer's disease patients and normal groups by nonlinear methods. In the analysis we calculated the correlation dimensions $D_2$ and the largest Lyapunov exponent $L_1$. We found that patients with Alzheimer's disease have significantly lower $D_2$ and TEX>$L_1$ than normal groups. It means that brains injured by Alzheimer's disease have electrophysiological inactive elements and have decreased chaotic behaviour. We propose the nonlinear analysis of the EEG as a useful tool for the early diagnosis of Alzheimer's disease.

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Correlation Analysis of Stress to Industrial Safety Regulatory Compliance, Human Error and Job Satisfaction (산업안전규제 순응 스트레스, 인적오류, 직무만족도간의 연관성 분석)

  • Park, Yong-Houn;Baek, Jong-Bae
    • Journal of the Korean Society of Safety
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    • v.29 no.3
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    • pp.91-97
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    • 2014
  • This study aims to suggest a measure to reduce industrial accident and secure adaptation to the industrial safety regulation policies by empirically establishing the effects of stress from adaptation to the industrial safety regulation on the human error, one of direct causes of industrial accident to the target groups of the industrial safety regulation policies. This study as for content range examines the stress from adaptation to the industrial safety regulation, job satisfaction, human error, and as for spatial range, this study performed an empirical research on the workers of 24 companies located within Chungcheong region centers district among 153 companies nationwide that uses 7 chemicals by introducing PSM (process safety management) system of the Ministry of Employment & Labor as of January 2012. Based on these results and suggestions there are five(5) necessities to reduce industrial safety regulations adaptation stress and human error generation, first(1st) is the necessity of understanding influential factors to stress, second(2nd) is the necessity to customized vocational training, third(3rd) is improving enhance system of job satisfaction, forth(4th) is preparing stress-reduction program, and fifth(5th) is introducing on-site restrictive action of advanced country as politics items.

Reliability of External Ear Measurements Obtained by Direct, Photocopier Scanning and Photo Anthropometry

  • Liu, Bor-Shong;Tseng, Hsien-Yu;Chia, Tung-Chung
    • Industrial Engineering and Management Systems
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    • v.9 no.1
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    • pp.20-27
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    • 2010
  • The purpose of this study was to compare the consistency of external ear measurements obtained by electronic digital caliper, photocopier scanning and digital photographic methods. Photogrammetric measurements were made after image editing software was used to optimize the brightness, contrast, size and image clarity. The CorelDRAW dimension tool was used to create a dimension line that measured the vertical and horizontal length between any two landmarks. Results of repeated measures analysis of variance revealed no significant differences in length and width of the pinna between the three methods. The reliability of the three measurement techniques showed a high degree of consistency. Further study and efforts could be extended to measurement hands, foots and facial dimensions by present techniques.

A Study on Analysis of the Main Factors Influencing Researchitivity in Principal Korean Manufacturing Industries (우리나라의 주요(主要) 제조산업분야(製造産業分野)에 있어서 연구생산성(硏究生産性)에의 영향분석모형(影響分析模型))

  • Gwon, Cheol-Shin;Lee, Jae-Ha
    • IE interfaces
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    • v.7 no.3
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    • pp.239-248
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    • 1994
  • The main objective of this study is to develop a model which describe and explain R&D productivity (Researchitivity measured by patents) in Korea four manufacturing industries-electric & electronic, machine, textile, industrial chemicals-during the last ten years. The model largely focuses on the variables related to R&D investment in order to investigate the efficiency of R&D. The results suggest that there is associated with a significant positive correlation between Researchitivity and industrial size. There are interaction effects between the Researchitivity and the sales volume. Researchitivity is positively correlated with the average wage of R&D employees. It also founded that Researchitivity is more closely associated with investment size than industrial nature.

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Derivation of affective factors for automotive interior material and its association analysis on material properties (자동차 내장 재질의 감성 품질요인 도출 및 물리적 특성치와의 연관성 분석)

  • Park, Sungjoon;Park, Jaekyu;Choe, Jaeho
    • Journal of Korean Society for Quality Management
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    • v.45 no.3
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    • pp.521-532
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    • 2017
  • Purpose: The purpose of this study is to structure affective factors related to the tactile sense in order to improve tactile sensibility satisfaction of interior material. In this paper, we propose the design direction of interior material by analyzing the association between material properties and affective factors for automotive interior material. Methods: The relationship between sensibility adjectives and feelings related to tactile sensation were derived through factor analysis after touching prepared samples that were made by changing the material properties of automotive interior material. The association between affective factors and interior material properties were analyzed through ANOVA. Results: Seven kinds of visual and tactile affective factors were derived from the correlation between feeling of material and sensibility adjectives measured by 215 subjects. It is found that there is a quadratic relationship rather than a linear relationship through association analysis between affective factors and the material properties such as roughness, friction coefficient, and hardness. Conclusion: This study suggests the direction of the interior material design which can improve the sensibility satisfaction of the automobile customers by identifying the tactile factors related to the material properties of automotive interior material.

Investigation of Eco-toxicological Substances in Banwol Industrial Drainages using the Regression Analysis (회귀분석을 이용한 반월 공단배수의 생태독성 원인물질 조사)

  • Kim, Yo-Yong;Woo, Jung-Sik;Hwang, Sun-Min;Kim, Moon-Jeong
    • Journal of Korean Society on Water Environment
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    • v.28 no.3
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    • pp.467-472
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    • 2012
  • In this study, water quality and acute toxicity using Daphnia magna were analyzed to investigate the eco-toxicological substances identified as statistical analysis and propose a management plan for the effluent of Banwol industrial complex, Ansan, Gyeonggi-do. Cu, Zn, F, Mn concentrations in the effluent far exceeded the US standards to protect the aquatic ecosystem and eco-toxicity values were 5 ~ 22 TU. However, concentrations of heavy metals significantly decreased after Ansan public wastewater treatment plant operating a biological treatment and toxicity values were 0 TU. Zn, Cr, F and Cu in the effluent showed very strong and strong positive correlations with eco-toxicity values, respectively. Regression analysis resulted in an equation between toxicity and Zn, TU = $4.884{\times}Zn$ (mg/L) -0.391 showing Zn concentration should be managed less than 0.285 mg/L to keep the eco-toxicity (TU) less than 1.

A Study about a Stress and index of Living Activity in accordance with the General Characteristics of Elderly Nursing Home Residents (요양시설 입소노인의 일반적 특성에 따른 스트레스와 생활행동지수에 관한 연구)

  • Choi, Jung-Hee;Cho, Sung-Je
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.15 no.7
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    • pp.4184-4190
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    • 2014
  • The present paper examined the stress and ADL (activities of daily living) index in relation to the characteristics of the elderly in nursing homes. For this study, questionnaires were given to 110 seniors in the N-district of Seoul, and S-myeon, Hoengseong-gun, Gangwon Province from May 1 to September 30, 2013. For data analysis, t-test, correlation analysis, and multiple regression analysis were performed using the SPSSWIN18.0 program. The analysis of actual proof was made at a significance level of 5 percent. The findings from the analyses were as follows: first, the relocation syndrome into nursing homes has a positive correlation with the stress of deficient family visits in the category of daily stresses; second, depression has a positive correlation with the stresses of deficient private time and space and deficient family visits in the category of daily stresses; third, weight control has a positive correlation only with the stress of deficient private time and space in the category of daily stresses, whereas a nutrition deficiency has positive correlation with the stress of deficient family visits in the category of daily stresses. These findings may serve as ground source data for establishing policies regarding the stresses in relation to the characteristics and ADL index of the elderly in nursing homes.

Effects of Adult Attachment of Married Employees on Job Motivation: Mediating Effect of Marital Relationship (기혼 직장인의 성인애착이 직무동기에 미치는 영향 : 부부관계의 매개효과)

  • Jeong, Ji-Hu
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.18 no.2
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    • pp.185-205
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    • 2017
  • The purpose of this research is to examine the relationship between the adult attachment of married employees, their job motivation and marital relationship. For this purpose, a questionnaire survey was carried out with 370 married employees in the Chungnam area as the target from Sep. 10 to Oct. 14, 2016. The collected data was analyzed using SPSS 23.0 using descriptive statistical analysis, the independent sample T-test, ANOVA analysis, Pearson correlation, and structural equation analysis. First, significant differences were revealed in the level of attachment avoidance, satisfaction with the marriage relationship, and job motivation according to the age group, in the level of attachment avoidance and satisfaction with the marriage relationship according to the education level, in the level of attachment avoidance and satisfaction with the marriage relationship according to the marriage period, in job motivation according to the position, in satisfaction with the marriage relationship according to the average household income, and in satisfaction with the marriage relationship according to the work shift pattern. Second, although a significant negative correlation appeared between attachment anxiety and attachment avoidance, a significant positive correlation was found between attachment avoidance and job motivation. Also, although a significant negative correlation appeared between attachment avoidance and marital relationship, a significant positive correlation was found between job motivation and marital relationship. Third, to examine the mediating effect of satisfaction with the marital relationship on the relationship between adult attachment and job motivation, a structural equation analysis was carried out. As a result, the indirect effect of attachment anxiety on job motivation turned out to be significant and its complete mediating effect was confirmed. This suggests that when developing programs to improve job motivation within the workplace or consultative interventions for the enhancement of marital relationships, the above characteristics of individuals should be taken into consideration.

Effects of Empathy, Self-control, and Smartphone Dependency on Interpersonal Relationship in Nursing Students (간호대학생의 공감능력, 자기조절력, 스마트폰 의존성이 대인관계에 미치는 영향)

  • Yoo, Jang Hak;Cheon, Eui Young;Kim, Haejin
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.21 no.4
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    • pp.82-90
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    • 2020
  • This study investigated the effects of empathy, self-control, and smartphone dependency on the interpersonal relationships of nursing students. The survey participants were 157 students in A city. The data was collected through self-report questionnaires that were obtained from May 27 2019 to May 31 2019. The data was analyzed using descriptive statistics and Independent t-tests, One-way ANOVA, Pearson correlation coefficients, and Stepwise multiple regression analysis of the SPSS 14.0 program. As a result, self-control (F=5.319, p=.006) and smartphone dependency (F=4.854, p=.009) showed significant differences according to the school records. Smartphone dependency (t=-3.381, p<.001) showed significant differences according to smartphone use. Age was found to have a statistically positive correlation with self-control (r=.194, p=.015) and it had a negative correlation with smartphone dependency (r=-.223, p=.005). Self-control was found to have a statistically positive correlation with empathy (r=.244, p<.01), interpersonal relationship (r=.540, p<.001). and negative correlation with smartphone dependency (r=-.432, p<.001). Empathy was found to have a statistically positive correlation with interpersonal relationships (r=.476, p<.001). Stepwise multiple regression analysis revealed that the predictors of interpersonal relationships were self-control (β=.477, p<.001), empathy (β=.359, p<.001), and smartphone use (β=.208, p<.01) which accounted for 45.0% of all the variance (F=12.029 p<.01). An enhancement program of nursing students' interpersonal relationships is needed that considers their self-control, empathy, and smartphone use.

The Negative Impact Study on the Information of the Large Discount Retailers

  • Kim, Jong-Jin
    • Journal of Distribution Science
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    • v.13 no.7
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    • pp.33-40
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    • 2015
  • Purpose - This study aims to find out what impacts large retailers' behaviors appearing when they promote the strengthening of their market dominating power in the trade relations with small and medium suppliers or in the market can have on consumers. Research design, data, methodology - This study analyzed negative information (news) on large retailers (Lotte Mart, E-Mart and Homeplus) based on the monthly data over the past five years from 2008 to 2012 and also analyzed the correlation between dependent variables that are likely to affect sales through large retailer economic index, Results - This study conducted a correlation analysis on the time lag of the factors that have an impact on the negative information and sales of large retailers in order to analyze how consumers respond to the choice of large retailers' store (store sales) when they perceived negative information about the un- ethical behaviors of large retailers. Conclusions - Unfair and negative information on large retailers appeared significant for the hypothesis that sales will be affected by the image of large retailers and change of consumer attitudes.