• Journal of the Korea Academia-Industrial cooperation Society
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• v.17 no.8
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• pp.84-93
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• 2016

This study was conducted to determine family factors related to obesity of high school students. A descriptive correlational study was conducted with 384 high school students in I metropolitan city. Data were collected from February to April of 2015 using self-report structured questionnaires. Questionnaires included weight, height, individual characteristics of subjects and their familial characteristics. Collected data were analyzed by multiple logistic regression. Logistic regression analysis revealed that male gender (aOR = 4.37; 95% CI [1.26, 15.16]), having a non-regular paternal job (aOR = 3.10; 95% CI [1.15, 8.40]), and not being in a two parent family (aOR = 3.52; 95% CI [1.29, 9.61]) were statistically significant contributors to obesity. These results indicate that it is necessary to improve social awareness regarding the obesity risk of male adolescents. Health care providers should recognize the importance of family factors such as parental socioeconomic status and family structures.

• The Journal of the Convergence on Culture Technology
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• v.9 no.1
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• pp.347-353
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• 2023

Currently, soldiers enlisted in the military (Army) are receiving measurements (automatic, manual) of body parts and trying on sample clothing at boot training centers, and then receiving clothing in the desired size. Due to the low accuracy of the measured size during the measurement process, in the military, which uses a relatively more detailed sizing system than civilian casual clothes, the supplied clothes do not fit properly, so the frequency of changing the clothes is very frequent. In addition, there is a problem in that inventory is managed inefficiently by applying the measurement system based on the old generation body shape data collected more than a decade ago without reflecting the western-changed body type change of the MZ generation. That is, military uniforms of the necessary size are insufficient, and many unnecessary-sized military uniforms are in stock. Therefore, in order to reduce the frequency of clothing replacement and improve the efficiency of stock management, deep learning-based automatic measurement of body size, big data analysis, and machine learning-based "Personalized Combat Uniform Automatic Recommendation System for Enlisted Soldiers" is proposed.

• Women's Health Nursing
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• v.3 no.2
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• pp.192-207
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• 1997

This study aims at examining relationships between perceived body shape, body image and health complaints among 88 women registered at a facility for managing body shape, which leads to adequate management of obesity in women for healthy lives. The survey was conducted by using a questionnaire consisted of 12 items of general characteristics and interests for weight control, 47 items of body image, and 57 items of Cornell Medical Index(CMI). The data were analyzed by using mean standard deviation, ANOVA, and Pearson correlation coefficient. The results are following. 1. The means of age, body weight, height of the women were 27.02 years, 56.02 years, 56.03kg, 161.71cm, respectively. The level of obesity by body shape was 47.7% for standard type, 26.2% for slim type, 26.1% for fat type. Those women graduated from high school or higher education institutions were 97.7%. 2. More than 70% of the subjects perceived their weight as overweight, while 26.1% of the women were fat according to the level of obesity. Ninety percent of the subjects were not satisfied with their body shape. 3. Body weight increased most during middle and high school days. The women became interested in weight control through talks with friends(35.2%), influence of mass communication(34.1%), and social custom(22.7%). As to the method of weight control, subject's own judgement(54.5%) revealed highest percentage, whereas only 20% of the subjects adopted prescriptions of experts for weight control or of doctors. Those who had side reactions from weight control were 30.7%. High percentages of the women reported the decrease the amount of eating(54.5%), the increase the amount of exercise(27.3%) as the effective methods of weight control. 4. The score of body image differed significantly by the perceived body shape : the score was highest in the perceived standard type. 5. The level of health complaints did not differ by the perceived body shape. In relation to the level of obesity, physical health complaints were high in the groups of very slim type and of very fat type, while mental health complaints were high in the groups of very slim type and of fat type. 6. Very high correlations were observed between the perceived body shape and body image and between physical health complaints and mental health complaints.

• Journal of Nutrition and Health
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• v.44 no.3
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• pp.243-254
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• 2011

The purpose of this study was to investigate the general characteristics, body shape, and perceptions of weight control in individuals consuming functional health foods and weight-control foods. The survey was conducted between April 15 and June 17, 2010 among 199 (57 males and 142 females; age range, 25-45 years) in Seoul and Gyeonggi-do, who experienced eating functional health foods or weight control foods during the past year (June 2009 to June 2010). The subjects were divided into a weight-control food group (89 adults) and a functional health food group (110 adults). The subjects were comprised of a high proportion of aged (average age, $34.2{\pm}5.9$ years), graduates (71.9%), and married (65.8%) individuals. In the weight control food group, gender, age, and educational background were similar and the ratios of service/technical employees, college students, and normal-weight individuals [body mass index (BMI), < 23] were high. BMI was significantly different by gender (p < 0.001), age (p < 0.01), marital status (p < 0.001), and job type (p < 0.001). Self-perceived health status showed a higher response for "in good health" in the 35-44 year old group than that in the 25-34 year old group (p < 0.05). Male group satisfaction for body shape was significantly higher than that in the female group. The main reason for going on a diet was significantly different by gender (p < 0.05) and BMI (p < 0.01). The main motives for dieting were "because I am not at an ideal weight" and "because of the social atmosphere and the attention of others " in men, but "can't wear the clothes I want" in women (p < 0.01). The most preferable product type related to the two groups was significantly different by job (p < 0.001) and BMI (p < 0.05). However, no significant differences were observed for questions about body shape perception and weight control. Consumers who had different general characteristics and used diet products perceived body shape and weight control differently. Additionally, no meaningful differences were observed when the results were categorized by product type, except job and BMI, but the distribution of consumer characteristics showed different tendencies. These results can be utilized as basic data for developing new diet products to help people control their weight more scientifically and appropriately in the future.

• Journal of the Korean Applied Science and Technology
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• v.38 no.2
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• pp.465-475
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• 2021

This study conducted an online and offline survey of 210 people from March 11 to 27, 2021 for the purpose of investigating and analyzing the current status of skin stress recognition and beauty care behavior due to wearing masks. The collected data were analyzed using SPSS 25.0 with Cronbach's α, Frequency Analysis, Chi-square test, and One way Anova. The average daily mask wearing time of more than 7 hours during the Covid-19 period was 43.8%, and skin stress recognition by wearing masks was highest among those in their 30s (M=4.27) and service workers (M=4.64), and those with acne and skin troubles (M=4.47) perceived high stress. The most important factor for home care treatment was cleansing(67.6%) and for beauty care was skin care(36.7%). Considerations factors on beauty care were 54.3% for service and customer care capabilities, and on body shape management method 45.7% for exercise. According to this study, respondents are recognizing skin stress due to the long-term use of masks, and home care treatment has been increasing as the esthetic salon has become unstable to visit due to the Covid-19 epidemic.

• Journal of Naturopathy
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• v.11 no.1
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• pp.51-61
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• 2022

Background: There was a need to investigate the interest in beauty and consumption sentiment in beauty shops on COVID-19 among beauty customers in their 20s and older in Daejeon Metropolitan City. Purpose: To investigate the degree of interest in beauty and consumption sentiment of beauty shops according to COVID-19 targeting beauty customers. Methods: A survey was conducted targeting beauty customers in their 20s or older in Daejeon. A total of 263 questionnaires were analyzed using the SPSS 27.0 program. Results: Beauty customers' interest in beauty was above average in hair style, makeup, skin care and body shape management, but nail care was below average. In addition, it was found that there were some statistically significant differences or no difference in beauty shop consumer sentiment due to COVID-19 according to gender, marital status, age, and occupation. It was found that there was a positive (+) correlation between interest in beauty and consumption sentiment of beauty shops due to COVID-19. Conclusion: The beauty interest in beauty of the customers in their 20s or older in Daejeon Metropolitan City and the consumption sentiment of beauty shops on COVID-19 outbreak indicated some statistically significant differences depending on gender, marital status, age, and occupation, or seems no difference. Therefore, it is evaluated that the results will serve as basic data for research in this field.

• Proceedings of the KSCN Conference
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• 2003.11a
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• pp.1057-1058
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• 2003

본 연구는 올바른 식습관 행태와 비만에 관련된 여러 요인을 파악하여 비만아동을 위한 보다 전문적이고 체계적인 영양과 체중조절을 위한 온라인 프로그램을 개발하고자 경기도 구리시 소재 2개 초등학교 5학년 학생 총 686명(남 55.7% 여 44.3%)을 대상으로 컴퓨터 이용도와 비만관리프로그램에 대한 수요도 조사를 시행하여 다음과 같은 결과를 얻었다. 학교에서 제공한 신체계측자료를 바탕으로 한 비만도(%) 분석에서는 과다체중군 14.8%(남 8.0%, 여6.8%), 비만군 8.9%(남 6.0%, 여 2,9%)였고, 뢰러지수(Rohler index)로 분류한 결과에서는 비만군이 6.7%(남7.6%, 여 5.7%)로 나타났다. 컴퓨터이용 및 영양정보 수요도 조사에서 컴퓨터 이용시간은 전체의 91.9%가 하루 2시간 이내였고 컴퓨터 사용시 게임 76.1%, 인터넷 정보검색과 인터넷 학습이 각각 33.6%와 22.7%였다. 정보검색시 영양에 대한 정보를 찾아 본 학생은 29.8%였고 앞으로 더 알고 싶은 영양정보는 키를 크게 해 주는 식품 43.6%,머리가 좋아지는 식품 30.9%였다. 인터넷에서 얻고 싶은 비만에 관한 정보는 체중감소를 위한 다이어트 및 식사방법 44.0%, 운동방법 39.2%였으며 인터넷의 비만사이트에서 제공되는 정보형태에 대한 선호도는 게임 40.7%, 만화 22.4%로 많았고 인터넷을 통한 영양교육 및 사이트 운영에 60.1%(남 49.4%, 여 72.9%)의 학생이 참여의사를 표시하였는데 특히 여학생이 더 높은 참여의사를 보였다(p<0.01). 식습관에 관한 조사에서 하루 중 가장 자주 식사를 거르게 되는 때는 아침 30.8%, 때에 따라 다르다. 30.2%로 나타났고 식사할 때의 속도는 10분미만이 정상군은 16.5%(남 21.5%,여 10.5%), 비만군은 31.7% (남 36.0%, 여 25.0%)로 비만할수록, 남학생일수록 빠르게 먹는 것으로 나타났다(p<0.01). 식사시의 편식여부는 정상군의 54.6%, 비만군은 39.0%만이 편식을 하는 반면 비만군은 싫어하는 음식이 거의 없다가 41.5%로 정상군23.6%보다 유의하게 높아 비만아동은 편식이 아닌 탐식의 문제를 갖고 있는 것으로 나타났다(p<0.01). 많이 먹는 간식의 종류는 과자 및 스낵류 47.6%, 아이스크림 38.5%등으로 나타났다. 자신의 체형에 관한 인식에서는 조금 뚱뚱하다 30.9%(남 27.5%, 여 35.0%), 많이 뚱뚱하다 9.0%(남 10.6%, 여 7.1%)로 나타나 신체계측치에 의한 비만도(%)에서 과다체중 및 비만이 전체의 23.7%(남 14.0%, 여 9.7%)인 것과 비교해 볼 때 전체적으로 정상인 체중을 뚱뚱한 것으로 판단하고 있고 여학생의 경우 그 정도가 더욱 심한 것으로 나타났다. 몸무게를 줄이려고 시도한 경험에서는 정상군 42.5%(남 34.5%, 여 51.9%), 비만군 80.0%(남 76.0%, 여 86.7%)가 경험이 있으며 몸무게를 줄이기 위해 택한 방법은 운동 67.5%이 가장 많았다. 전체학생의 25.0%(남 17.6%, 여 33.5%)가 체형 때문에 고민한 적이 있으며 고민의 주된 내용은 너무 뚱뚱한 것 같다 39.5%, 키가 너무 작은 것 같다가 28.5%였다. 위와 같은 분석결과를 볼 때 학생들에게 제공되는 영양정보의 내용에 체중감소를 위한 다이어트 및 식사방법 그리고 운동방법과 함께 키를 크게 해주거나 지능을 높여주는 정보를 같이 연계시켜 교육하는 것이 흥미유발에 도움을 주며 게임 및 만화를 적절히 응용하는 것도 효과적이라 여겨진다. 비만아동을 위한 프로그램 운영 시 참여할 의사가 높은 만큼 효율적이고도 조직적인 방법으로 비만아동이 지속적으로 관리되고 아동 스스로도 거부감 없이 적극적으로 비만문제를 해결하는 노력을 일상화 할 수 있도록 체계적인 프로그램이 마련 될 필요가 있다고 판단된다.

• The Korean Journal of Community Living Science
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• v.28 no.3
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• pp.461-479
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• 2017

This study was to investigate the appearance orientation and body shape management of adolescents in Daejeon. A survey was performed from December 16th~28th 2015 and 355 respondents were collected for analysis. 45.9% of the subjects were middle school students, whereas 54.1% of them were high school ones. The female and high school students tended to show higher ratings in lookism tendency and interests in beauty care, whereas male and middle school students tended to show higher ratings in physical satisfaction than the others. More than 40% of the respondents perceived them fatter than the standard weight, in particular, girls and the ones with opposite-sex friend perceived them fatter than their actual conditions. On body shape satisfaction, female and high school students indicated lower satisfaction. For body shape management, 75% of the female and 40% of the male students had tried weight control. The frequency and the duration time of exercise had higher for boys than girls, and the ones with opposite-sex friend than without. For methods of weight control, girls were more likely to do diet control, whereas boys were more committed to exercise. In general, students with high appearance orientation tended to control taking snacks and fast food or did diet control for body shape management. Conclusively, continued interest and guidance, not only at home but also in school, is required for students so that they can do proper body shape management to fulfill their appearance orientation and they will improve academic performance by gaining confidence through their appearance satisfaction.

• Journal of Industrial Convergence
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• v.21 no.1
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• pp.193-200
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• 2023

This study aims to investigated the status of perceived health status, subjective body recognition, and weight change according to age. In addition, the main factors of interest of middle-aged and elderly people were analyzed. This is a secondary data analysis study using data from the 7th Korea National Health and Nutrition Examination Survey(KNHANES VIII-3, 2016-2018), Korea Centers for Disease Control and Prevention. The data were analyzed the data using IBM SPSS 21.0 program. Frequency analysis and chi-square test method was conducted. The significance level was set at p <.01. As a result of the analysis, subjective body recognition and perceived health status were identified to have a statistically significant positive relationship (r=0.256, p<.01). Perceived health status and weight change measured for a year also showed a statistically significant positive relationship (r=0.303, p<.01). Therefore, it is anticipated that the findings of this study are used as basic data for seeking ways for better health, quality of life, and well-being, as the study examines subjective health status and various variables applicable to middle-aged people.

• Proceedings of the Korean Institute of Information and Commucation Sciences Conference
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• 2021.10a
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• pp.329-331
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• 2021

Recently, as various cases of using deep learning in the health-care field are increasing, functions such as electrocardiogram examination and body composition analysis through wearable device can be provided to provide rational decision-making and a process tailored to the individual. In order to utilize deep learning, it it most important to secure refined data, and this data is being made through human intervention or unsupervised learning. In this paper, we propose a model that conducts unsupervised learning by clusters according to gender and age using human body data such as chest and waist circumferences, which are easy to measure, and classifies them with CNN. For data, the 7th human body data provided by Korean Agency for Technology and Standards was used. Through this, it it thought that it can be applied to various application cases such as personalized body shape management service and obesity analysis.