• Title/Summary/Keyword: skin characteristic regression analysis

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Development and Application of Skin Age Prediction Model Based on Skin Measurement Data According to Age of 20's to 40's ages of Korean Women (한국 여성의 연령에 따른 피부 측정 데이터 기반 20대 ~ 40대 피부 나이 예측 모형 개발 및 적용)

  • Maeng, Jihye;Nam, Gaewon
    • Journal of the Society of Cosmetic Scientists of Korea
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    • v.48 no.1
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    • pp.25-32
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    • 2022
  • In this study, basic skin characteristics data were collected by measuring skin hydration, skin melanin, skin redness, and skin torsion elasticity from Korean women in from 20's to 40's ages, and then, age and correlation analysis were conducted. This was used to create a skin index, and cluster analysis was performed to classify the groups into 4 clusters, and the skin characteristics of each cluster were confirmed. Then, two prototypes were used for two weeks to confirm the improvement effect on skin moisture, skin redness, and skin dead mass reduction, and then analyzed which product was more effective in which cluster of subjects participated in the skin characteristics test. As a result of the study, the possibility of preparing for the customized cosmetics market was confirmed by applying the skin index and cluster analysis results to product efficacy evaluation.

The Affection on Improvement of Healthy Life habit toward Skin Care Education for Women -Trainee on Related Education Center- (여성의 피부미용 교육이 건강생활습관 개선에 미치는 영향 -관련 교육 수강생을 중심으로-)

  • Kim, Moon-Joo
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.13 no.8
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    • pp.3452-3459
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    • 2012
  • The purpose of this study was to analyze the relationships on participation on health education program toward skin care and the improvement of healthy life habit. The subject of the study was selected by multi-stage stratified cluster random sampling among the skin care education center to learn health education program toward skin care among women in the Seoul and Kyunggi area. The data were collected through a questionnaire adapted from Payne and Hahn's(1986) 'Understanding Your Health-A personal profile; Evaluating Your Health'. The pilot test was executed after the questionnaire was translated into Korean. The statistics employed the study were validity and reliability test, $x^2$ verification, frequency, ANOVA, multiple classification analysis, ANCOVA and Multiple Regression Analysis. The results that were derived from these processes were as follows: First, before and after on health education program toward skin care, the student's healthy life habit is partially changed. Second, the relationship the period of education program and the characteristic healthy life habit, long-term skin care education is positively affected sleeping habit, anti-stress treatment, exercise and nutrition. Third, the relationship on the frequency of education program and the characteristic healthy life habit, more frequently participation on skin care education is positively affected on healthy life habit and exercise.

A Study on Body Image Satisfaction in Female Emergency Medical Technicians (여성 구급대원의 신체이미지 만족에 관한 연구)

  • Ra, Hyean-Sook;Park, Jeong-Mi
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.14 no.8
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    • pp.3824-3831
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    • 2013
  • The purpose of this study is to evaluate what baseline characteristic is most related with body image satisfaction and identify which items are the lowest score on body image and their related behaviors in female emergency medical technicians(EMTs). Female EMTs(n=96) working in the G provence completed a battery of questionnaires. Multiple logistic regression analysis showed that body image satisfaction was significantly associated with physical activity(p=.007, 95%CI: 2.937~19.180) in female EMTs. Subjects were most satisfied with their sex(male or female)(M=3.34, SD=0.72) and they were most dissatisfied with sleep(M=2.61, SD=0.85). The skin protective behavior showed significant difference according to skin concerns(p<.05).