• Title/Summary/Keyword: risk factor analysis

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An Analysis of Adolescents' Perceived Risk on Conformity Behavior of Fashion Brand (의복구매시 청소년의 지각된 위험이 패션브랜드 동조행동에 미치는 영향)

  • Jun, Dae-Geun
    • Journal of the Korean Home Economics Association
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    • v.46 no.10
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    • pp.71-81
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    • 2008
  • This study aimed to identify the effects of adolescents' perceived risk on fashion brand conformity behavior. To analyze conformable fashion brand behavior with consideration to their reference group, 6 dimensions of perceived risk were adopted as explanatory variables. Reference group means people that a person refers to when evaluating his values & behaviors. Data were collected from 672 male and female students aged between 14 and 18. Factor analysis on perceived risk resulted in 6 dimensional structures: socio-psychological, time loss, functional, fashionability loss, performance and opportunity loss risk. Fashionability loss risk positively affected adolescent fashion brand conformity behavior according to their favorite celebrities. Performance risk positively affected in consideration to their parents, while opportunity loss risk had a negative effect on the same reference group. However, socio-psychological and fashionability loss risk positively affected adolescent fashion brand conformity behavior in consideration to their friends, while performance loss risk had negative effect on the same reference group. Adolescent groups divided by the 6 dimensions of perceived risk showed meaningful differences in their fashion brand conformable behavior in consideration to their reference groups.

A Basic Study on Assessment Criterion of the Risk Factor for the Marine Traffic Environment (해상교통환경 위험요소 평가기준 설정을 위한 기초 연구)

  • Kim, Chol-Seong;Lee, Hong-Hoon
    • Journal of the Korean Society of Marine Environment & Safety
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    • v.18 no.5
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    • pp.431-438
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    • 2012
  • The representative risk evaluation techniques of the marine traffic environment are the FSA, PAWSA, & IWRAP. For the development of these techniques, the risk factors suitable to the marine traffic environment should be selected & the assessment criterion of the risk factors should be provided. The risk factors were selected as the factors that relate both to the frequency of casualty & to the consequence of casualty because the risk was defined as the frequency of casualty times the consequence of that casualty on the existing techniques. But, the risk factors relate to the consequence of casualty are excluded because the risk is defined as the sum of the risk factors including the frequency and the consequence by factors on this study. The 20 kinds of risk factors to compose the risk are selected and classified into 5 categories according to similar nature through the analysis of preceding study on the classification of the risk factors. Finally, as the foundation of risk assessment model's development for domestic marine traffic environment, the practical assessment criterion of the risk factors are suggested.

Risk Factor Analysis of Cryopreserved Autologous Bone Flap Resorption in Adult Patients Undergoing Cranioplasty with Volumetry Measurement Using Conventional Statistics and Machine-Learning Technique

  • Yohan Son;Jaewoo Chung
    • Journal of Korean Neurosurgical Society
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    • v.67 no.1
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    • pp.103-114
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    • 2024
  • Objective : Decompressive craniectomy (DC) with duroplasty is one of the common surgical treatments for life-threatening increased intracranial pressure (ICP). Once ICP is controlled, cranioplasty (CP) with reinsertion of the cryopreserved autologous bone flap or a synthetic implant is considered for protection and esthetics. Although with the risk of autologous bone flap resorption (BFR), cryopreserved autologous bone flap for CP is one of the important material due to its cost effectiveness. In this article, we performed conventional statistical analysis and the machine learning technique understand the risk factors for BFR. Methods : Patients aged >18 years who underwent autologous bone CP between January 2015 and December 2021 were reviewed. Demographic data, medical records, and volumetric measurements of the autologous bone flap volume from 94 patients were collected. BFR was defined with absolute quantitative method (BFR-A) and relative quantitative method (BFR%). Conventional statistical analysis and random forest with hyper-ensemble approach (RF with HEA) was performed. And overlapped partial dependence plots (PDP) were generated. Results : Conventional statistical analysis showed that only the initial autologous bone flap volume was statistically significant on BFR-A. RF with HEA showed that the initial autologous bone flap volume, interval between DC and CP, and bone quality were the factors with most contribution to BFR-A, while, trauma, bone quality, and initial autologous bone flap volume were the factors with most contribution to BFR%. Overlapped PDPs of the initial autologous bone flap volume on the BRF-A crossed at approximately 60 mL, and a relatively clear separation was found between the non-BFR and BFR groups. Therefore, the initial autologous bone flap of over 60 mL could be a possible risk factor for BFR. Conclusion : From the present study, BFR in patients who underwent CP with autologous bone flap might be inevitable. However, the degree of BFR may differ from one to another. Therefore, considering artificial bone flaps as implants for patients with large DC could be reasonable. Still, the risk factors for BFR are not clearly understood. Therefore, chronological analysis and pathophysiologic studies are needed.

Determinants of Store Loyalty for the Internet Fashion Shopping Malls: Self-Image, Perceived Risk, and Conformity (인터넷 패션 쇼핑몰의 점포 충성 결정 요인: 자기 이미지, 위험 지각, 동조)

  • Park, Hye-Jung;Jung, So-Jin
    • The Research Journal of the Costume Culture
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    • v.16 no.6
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    • pp.979-991
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    • 2008
  • The purpose of this study is to identify the determinants of store loyalty for the Internet fashion shopping malls. As determinants, this study included self-image, perceived risk, and conformity. This study hypothesized that positive self-image influences the Internet fashion shopping mall loyalty through perceived risk and conformity. Regarding the relationship between perceived risk and conformity, this study hypothesized that perceived risk positively influences conformity. Using convenience sampling method, data were gathered by surveying university students living in Seoul. Two hundred forty four questionnaires were used in the statistical analysis, and factor analysis and path analysis were conducted using structural equation modeling in analyzing data. The results showed that positive self-image significantly influenced the internet fashion shopping mall loyalty indirectly by influencing perceived risk. The results also showed that perceived risk positively influenced conformity which positively influenced the internet fashion shopping mall loyalty.

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Nutritional Risk and Its Contributing Factors in the Low-income Elderly in Urban Areas (대도시 저소득층 지역사회 노인의 영양 위험도와 관련 요인에 관한 연구)

  • Yang, Sook-Ja
    • Research in Community and Public Health Nursing
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    • v.16 no.4
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    • pp.392-403
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    • 2005
  • Purpose: This study was to evaluate the nutritional status of low-income elders in urban areas and factors affecting their nutritional risk. Methods: A cross-sectional analysis was conducted. The subjects were 300 elders selected from home visiting clients of DongJack Public Health Center. Data were collected using a questionnaire containing questions on socio-demographic characteristics. health behavior and disease. dietary pattern. Nutritional Screening Initiative. Geriatric Depression Scale and Barthel Index for ADL. Collected data were analyzed through descriptive statistics. $X^2-test$ and multiple regression analysis using SPSS. Results: Of the subjects, 63% had high nutritional risk, 21.3% moderate nutritional risk, and 15.7% good nutritional risk. NSI score was significantly different according to economic status, subjective health condition, medication, dental health, depression. regularity of diet and meal with family. Multiple regression analysis revealed that depression, subjective health condition, dental health and regularity of diet and meal with family explain 38.1% of nutritional risk. Conclusion: It is necessary to evaluate nutrition status and to control nutritional risk factors such as depression, dental health, regularity of diet and meal with family for improving the health of the low-income elderly.

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Association between small for gestational age and risk of autism spectrum disorders: a meta-analysis

  • Jenabi, Ensiyeh;Bashirian, Saeid;Asali, Zahra;Seyedi, Mahdieh
    • Clinical and Experimental Pediatrics
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    • v.64 no.10
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    • pp.538-542
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    • 2021
  • Background: The relationship between small for gestational age (SGA) and autism spectrum disorders (ASDs) remains unknown. Purpose: This meta-analysis aimed to investigate the relationship between SGA and the risk of ASD. Methods: We searched PubMed, Web of Science, and Scopus databases from inception to November 2020. The heterogeneity across studies was explored using the I2 statistic. The possibility of publication bias was assessed using Begg test. The results were reported using the odds ratio (OR) and 95% confidence interval (CI) using a random-effects model. Results: The literature search yielded 824 articles with 8,752,138 participants. We assessed the association between SGA and the risk of ASD in cohort and case-control studies. Based on the random-effects model, compared with SGA, the estimated OR of the risk of ASD was 1.17 (95% CI, 1.09-1.24). Therefore, there was a significant association between SGA and the risk of ASD. Conclusion: Based on OR reports in epidemiological studies, we showed that SGA is a risk factor for and can increase the risk of ASD. The association between SGA and ASD risk has further relevance to the current public health emphasis on appropriate prepregnancy weight and pregnancy weight gain.

A healthy dietary pattern consisting of a variety of food choices is inversely associated with the development of metabolic syndrome

  • Baik, Inkyung;Lee, Myoungsook;Jun, Nu-Ri;Lee, Jae-Yeon;Shin, Chol
    • Nutrition Research and Practice
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    • v.7 no.3
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    • pp.233-241
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    • 2013
  • There are limited data on healthy dietary patterns protective against metabolic syndrome (MetSyn) development. We identified dietary patterns among middle-aged and older adults and investigated the associations with the incidence of MetSyn. A population-based prospective cohort study included 5,251 male and female Koreans aged 40-69 years. At baseline, all individuals were free of MetSyn, other major metabolic diseases, and known cardiovascular disease or cancer. Cases of MetSyn were ascertained over a 6-year of follow-up. Dietary patterns and their factor scores were generated by factor analysis using the data of a food frequency questionnaire. We performed pooled logistic regression analysis to estimate multivariable-adjusted relative risk (RR) and 95% confidence interval (CI) for associations between factor scores and MetSyn risk. Two dietary patterns were identified; (1) a healthy dietary pattern, which included a variety of foods such as fish, seafood, vegetables, seaweed, protein foods, fruits, dairy products, and grains; and (2) an unhealthy dietary pattern, which included a limited number of food items. After controlling for confounding factors, factor scores for the healthy dietary pattern were inversely associated with MetSyn risk (P-value for trend < 0.05) while those for the unhealthy dietary pattern had no association. Individuals in the top quintile of the healthy diet scores showed a multivariable-adjusted RR [95% CI] of 0.76 [0.60-0.97] for MetSyn risk compared with those in the bottom quintile. The beneficial effects were derived from inverse associations with abdominal obesity, low HDL-cholesterol levels, and high fasting glucose levels. Our findings suggest that a variety of healthy food choices is recommended to prevent MetSyn.

Study on Relationship between the Bone Mineral Density and Cardiovascular Risk Factor in the Postmenopausal Women (폐경 후 여성에서 골밀도와 심혈관위험인자의 관련성에 대한 연구)

  • Han, Beom-Hee;Jung, Hong-Ryang
    • The Journal of the Korea Contents Association
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    • v.9 no.10
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    • pp.176-185
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    • 2009
  • The study surveyed 653 people who have been blood pressure measuring and body feature in postmenopausal women received BMD test. The statistical analysis was done using the SPSS 12.0 for windows and the study using comparison analyzed at ANOVA, X 2. linear regression analysis, the following conclusions were made. As a result of analyzing the relationship between BMD and Cardiovascular Risk Factor were found to be a positive significant component(p<0.001) height, weight, BMI. After the analyses of the age, systolic blood pressure, diastolic blood pressure, total cholesterol, high density lipoprotein cholesterol, triglyceride and glucose were shown to be a negative significant component(p<0.001). Weight was the one that was mostly affected BMD(18.7%). As a result of analyzing the relationship between BMD and Cardiovascular Risk Factor had a significant component at all. According to the problem with osteoporosis in women is becoming a major issue in society. The study is considered to be tried to make phased and, better organized to establish preventive strategies and warranted causes of osteoporosis.

Risk Assessment of Submerged Floating Tunnels based on Fuzzy AHP (퍼지 AHP를 이용한 수중터널의 재해위험도 분석)

  • Han, Sang-Hun
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.13 no.7
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    • pp.3244-3251
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    • 2012
  • In the construction and operation of large marine structure, hazard risk analysis is one of important factors. Therefore, this paper investigates the hazard risk indexes and evaluates the risk level in the construction and operation of SFT on the basis of expert survey and Fuzzy analytic hierarchy process. Hazard risk is divided into natural hazard risk (earthquake, typhoon, tsunami, and ice collision) and human factor hazard risk (fire, explosion, traffic accident, ship or submarine collision). Also, the influence of hazard risk indexes on SFT was evaluated in tunnel tube, supporting system, ventilation tower, foundation, and connection part. As the hazard risk level of SFT is compared with those of bridge, underwater tunnel, and immersed tunnel, the intrinsic risk level of SFT was evaluated. Tsunami and earthquake had higher risk level in natural hazard risk, and the risk levels of fire and explosion were higher in human factor hazard risk. Hazard risk level of SFT was 1.4 times higher than immersed tunnel, and 3.2 times higher than bridge.

The Effect of Consumer Need for Tactile Cues on Purchase Intention in Internet Shopping Mall - An Moderating Effect of Perceived Risk, Purchased Experience - (인터넷 쇼핑몰 이용자의 촉각단서 윽구가 의류상품 구매행동에 미치는 영향에 관한 연구 - 구매경험, 지각된 위험의 조절효과 -)

  • Kwon, So-Young;Lee, Jin-Young;Oh, Hee-Sun;Suh, Yong-Han
    • Fashion & Textile Research Journal
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    • v.6 no.5
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    • pp.618-624
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    • 2004
  • This study is to explore how consumers' needs for tactile cues affect their purchasing behaviors in the internet shopping mall. Since previous studies about internet shopping malls are mainly performed on the primary factors of perceived risk, there are insufficient studies of tactile cues for apparel products. Emphasis of this study is placed on verifying the following hypothesis; it is expected that consumers' needs for tactile cues affect apparel purchasing behaviors in internet shopping. The questionnaire was administered to 20 to 30 year old male and female respondents who are either students or businessmen living in the Busan area. 150 questionnaires were completed and collected for data analysis. The data were, using SPSS 10. 0 for Window, statistically analyzed by frequency and factor analysis for VARIMAX, Cronbach's coefficient and Linear regression analysis. Data were, using SPSS 10. 0 for Window, statistically analyzed by frequency and factor analysis for VARIMAX, Cronbach's coefficient, and ANOVA. The results of data analysis are as follows: First, the tactile cues negatively affect purchase intentions of consumers. This shows that apparel internet shoppers who have high desire for tactical cues tend to avoid purchasing products through the internet. Second, the factor analysis of the moderating effect on perceived risks shows that the perceived risks significantly moderate both the tactile cues and purchase intention of consumers. Third, analysis of purchased experience also shows that purchased experiences significantly moderate both the tactile cues and purchase intention.