• Title/Summary/Keyword: Personal diet

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Diet Recommendation System using Life Log Data of Diabetic Patients (당뇨병 환자의 라이프로그 데이터를 이용한 식단 추천 시스템)

  • Seonah Kim;Mansoo Hwang;Neunghoe Kim
    • The Journal of the Institute of Internet, Broadcasting and Communication
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    • v.23 no.6
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    • pp.199-208
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    • 2023
  • The National Health Insurance Corporation reported a 24.3% increase in young diabetes patients, rising to 3,564,059 in 2021 from 2017, which is attributed to factors like irregular eating patterns, heightened stress, and insufficient physical activity. Diabetes, which is increasing in all age groups, requires medication, regular exercise, and dietary management. Of these aspects, dietary therapy demands systematic management as it involves ensuring sufficient calorie intake and a balanced consumption of the three major nutrients. The current diabetes diet recommendations consider personal, health, social, and cultural factors, yet they fall short of addressing various health variables comprehensively. Therefore, this paper proposes a diet recommendation system using life log data from diabetic patients, which recommends customized dietary suggestions according to the individual's health status by considering multiple variables in the data.

A Study on the Obesity and Stress of Elementary School Children in the Kangnung Area (초등학생의 소아 비만 발생과 스트레스 요인에 관한 연구)

  • 김은경;박태선;김미경
    • Korean Journal of Community Nutrition
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    • v.6 no.5
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    • pp.715-725
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    • 2001
  • This study was carried to estimate the prevalence of obesity and to investigate the relationship between stress and obesity in children. The subjects were 508 children, who were randomly selected from the fifth and sixth grade at nine elementary schools in Kangnung. The height, body weight, waist and hip circumferences and body fat(%) were measured and the levels of stress were assessed by a questionnaire consisting of the following 3 domains ; 4 items for personal factors, 11 for home, and 18 for school. The prevalence of obesity in male and female children greatly varied by the indices from 2.5% and 1.7% when judged by BMI, 9.5% and 4.0% by obesity index, and 29.7% and 34.4% by body fat(%). The stress scores from personal(47.1%) and school (47.9%) factors were higher than the stress score from home(38.5%). The stress score from personal factors of female children is significantly higher than that of male children, but the stress score from home of female children is significantly lower than that of male children. The personal stress score and the total stress score of obese female children were significantly higher than those of non-obese female children. In male children, the obesity index(%) or body fat(%) have a significant positive correlation with the stress scores from over-expectation of parents, a lack of conversation with family, examinations, discontent about school, teacher's partiality to students, and sexual curiosity. The female children have a significantly positive correlation of obesity index (%) or body fat(%) with stress scores from appearance, quarrels of parents, and inferiority complex to brothers or sisters. These results suggested that counselling and education about not only balanced diet but also the strategies for actively coping with stress are needed to prevent and treat childhood obesity.

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An Ethnographic Study on Eating Styles of Adult Diabetics in Korea (한국 성인당뇨병 환자의 식생활에 관한 문화기술적 연구)

  • Hong Yong-Hae;Cho Myung-Ok;Tae Young-Sook
    • Journal of Korean Academy of Nursing
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    • v.35 no.2
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    • pp.313-322
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    • 2005
  • Purpose: The purpose of this study was to explore adult diabetics' eating styles and factors which influence them. Method: The study adopted an ethnographic method based on a perspective which views the eating style as a cultural phenomenon. Data was collected through a personal interview, participant observation, and documented materials from Oct.2001 to Sept. 2002. In this study, fifteen adult diabetics, with an average age of 57, participated. Data analysis was done by the Spradley's taxonomic analysis technique. Result: The patients' eating styles were rooted in their viewpoint on illness as well as the meaning of food. Eating styles were classified into 4 types: Pathology-centered, symptom-centered, need-centered, and role-centered. Conclusion: A conventional approach to the treatment and management of diabetes did not consider the patient's inner world which may play an important role in the successful management of the disease. We found that it was critical for health care personnel to understand patients' values, beliefs and their way of life in order to facilitate the most successful self-care diet.

The Factors Related to Obesity Level of Upper Level Elementary Students (일 도시 초등학교 고학년 아동들의 비만도와 관련된 특성)

  • 양경희;김영희
    • Korean Journal of Health Education and Promotion
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    • v.21 no.2
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    • pp.133-146
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    • 2004
  • Purpose: The purpose of this study was to investigate the actual conditions of obesity, and the factors related to children's obesity. Method: The subjects were 568 students (5th, 6th grades) of ten elementary schools in a small city of about 350,000. Subjects self-reported after being instructed by researchers to identify health habits and attitudes toward obesity. The Rohrer index was calculated by using annual physical examinations preformed by the schools. Result: 17.5% of the subjects were under weight, 22.2% were overweight, and 60.3% were normal. In girls, the under weight group was much larger, in boys the overweight group was larger. 46.2% of overweight children had a familial tendency to obesity. 60.6% of boys and 60% of girls were on a diet in order to improve their looks or to prevent ridicule from mends. On average, one-third of the subjects misunderstood their own weight level. Subjects spent 3-4hours on weekdays, and over 6hours on the weekend watching TV or using personal computers. The overweight group enjoyed eating meat, fish, beans and vegetables, while the normal group tended to prefer fruit. Conclusion: Health education programs which guide elementary school students to form better health habits, more accurate perceptions of their own body weight, and better attitudes toward obesity and which make students aware of the importance of exercise, a healthy diet, and reducing time spent in front of TVs and computers may help them to keep at their appropriate weight.

Precision nutrition: approach for understanding intra-individual biological variation (정밀영양: 개인 간 대사 다양성을 이해하기 위한 접근)

  • Kim, Yangha
    • Journal of Nutrition and Health
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    • v.55 no.1
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    • pp.1-9
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    • 2022
  • In the past few decades, great progress has been made on understanding the interaction between nutrition and health status. But despite this wealth of knowledge, health problems related to nutrition continue to increase. This leads us to postulate that the continuing trend may result from a lack of consideration for intra-individual biological variation on dietary responses. Precision nutrition utilizes personal information such as age, gender, lifestyle, diet intake, environmental exposure, genetic variants, microbiome, and epigenetics to provide better dietary advices and interventions. Recent technological advances in the artificial intelligence, big data analytics, cloud computing, and machine learning, have made it possible to process data on a scale and in ways that were previously impossible. A big data platform is built by collecting numerous parameters such as meal features, medical metadata, lifestyle variation, genome diversity and microbiome composition. Sophisticated techniques based on machine learning algorithm can be used to integrate and interpret multiple factors and provide dietary guidance at a personalized or stratified level. The development of a suitable machine learning algorithm would make it possible to suggest a personalized diet or functional food based on analysis of intra-individual metabolic variation. This novel precision nutrition might become one of the most exciting and promising approaches of improving health conditions, especially in the context of non-communicable disease prevention.

Development of a Computer-assited Patients Menu Planning System for Hospital Dietetics (병원 영양과의 환자식 식단 관리 전산 프로그램 개발에 관한 연구)

  • Park, Shin-Jeong;Choi, Seong-Kyung;Kwak, Tong-Kyung
    • Journal of the Korean Society of Food Culture
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    • v.8 no.3
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    • pp.257-266
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    • 1993
  • The purpose of this study was to develop a computer-assisted patients menu planning program for hospital dietetics in order to improve the quality of menu for patients and to release managers from repetitive and routine tasks. Using this program, dietitians can spend more time on professional tasks. Moreover, few studies have been done on computer assisted patients menu planning for patients who need special diets for treatment in domestic hospital dietetics, therefore this program could be a great contribution. A 16-bit personal computer compatible with IBM-PC/AT was used. The data base files and processing program were created by Clipper package ver 5.0. This system can collect a number of meals, plan patients menu and computerize nutrient analysis. The future study will develop program(s) for purchasing, inventory control and data correction. The contents of computerized system are summarized as follows. 1. The number of daily meals of special and general diets given to the patients are collected and saved in database. These data were for the monthly list of meal census which could be printed out on the screen and/or the printer. 2. The menu planning was largely consisted of 2 sections. One was for the patients who require special diets and the other was general diet. And the special diets was divided into 6 sub-sections: diabetic, low-salt, low-fat, low-salt/low-protein, low-fat/low-cholesterol and low residue diets. 3. The nutrient analysis was composed of 11 diet. Sections and diebetic diet was divided into 9 sub-sections according to the calorie requirement. The calculated results were compared with the standards which were established by the hospital dietetic department.

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A Survey on Dietary Habit and Nutritional Knowledge for Elementary School Children's Nutritional Education (초등학생의 영양교육을 위한 식습관 및 영양지식 조사)

  • Ku, Pok-Ja;Lee, Kyoung-Ae
    • Journal of the Korean Society of Food Culture
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    • v.15 no.3
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    • pp.201-213
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    • 2000
  • The aim of this study is to survey the eating habits and nutritional knowledge of children in Pusan, with a view to uncovering problems and their underlying causes and cultivating desirable dietary habit and nutrition for children. Three hundred and fifty six elementary school students were asked questions about their eating habits and nutritional knowledge as well as general information about their personal characteristics. The results showed: 1. Only 53.5% of the subjects had breakfast every day. Seventy-six percent of the subjects had dinner every day. Only 40% of the children took meals and talked with family at both breakfast and dinner. Thus there was little opportunity for dietary guidance by parents. 2. About half of the subjects answered that their appetite decreased after eating snack foods between meals. A third of the subjects liked the baked goods as snacks. Because of their high sugar and fat content, they can damage children's health, resulting in child diabetes and tooth decay. For this reason, careful education is necessary to allow children to be able to select snack foods that are appropriate in kind and quantity. 3. About 85% of the subjects had an unbalanced diet. Therefore systematic nutrition education at school is necessary to instill in children the value of balanced diet. 4. Children preferred rice to other cereals as a staple food. They disliked kimchi, seasoned and blanched foods and salads as subsidiary foods. It is therefore necessary to teach children systematically the nutritional advantage of cereals and vegetables and to heighten their awareness of Korean food culture. 5. Children had a low level of nutritional knowledge. The knowledge of specific nutrients was lower than that of foods. In conclusion, systematical educational programs need to be developed at elementary school. These should include information about achieving a balanced diet, good eating habit, meal management and Korean dietary culture. Nutritional education at home must be emphasized.

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Nurse의s Perception in the Homecare Needs of Cancer Patient (간호사가 지각한 암환자의 퇴원후 가정간호요구)

  • Kwon, In-Soo;Eun, Young
    • Journal of Korean Academy of Nursing
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    • v.28 no.3
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    • pp.602-615
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    • 1998
  • The purpose of this descriptive study was to identify the homecare needs of the discharged patient with cancer as perceived by nurses caring hospitalized cancer patients. At two hospitals in Gyeongnam, 74 nurses responded to an open-ended questionnaire consisting of four need categories : 1) educational & informational need, 2) physical need, 3) emotional need, 4) social need. Respondents were asked to list above ten needs of cancer patient in each category. Two researchers analyzed the data by content analysis method. The findings are summarized as follows : 1) A total of 1,417 need items were generated by nurses. The largest number of needs were in the educational & informational need category(475 items, 36.3%). Physical(414 items, 31.6%), emotional (237 items, 18.1%) need were the second, third largest, and social(184 items, 14.0%) need made up the smallest category. 2) In the educational & informational need category, there were seven subcategories of prognosis, diet & exercise, medication & pain, wound care, folk remedy, personal hygiene, comfort. The need items related to prognosis of cancer accounted for almost a half(48.2%) of the total. 3) In the physical need category, there were ten subcategories of personal hygiene, skin & tissue, nutrition, side effect on treatment, exercise, pain, elimination, equipment, comfort & safety, others. The largest number of needs were in subcategory of the personal hygiene(82 items, 19.8%). 4) In the emotional need category, there were four subcategories of emotional support related to disease, emotional support related to routine life, spiritual support, maintenance of relationship with nurse & doctor. The largest number of needs were in subcatgory of the emotional support related to disease(96 items, 40.5%). 5) In the social need category, there were five subcategories of support for social life, household management, legal support, the use of volunteer service, financial support. The largest number of needs were in support for social life subcategory(58 items, 31.5%).

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A Computerized Nutrition Counseling System for Patients with Diabetes (당뇨병 환자를 위한 전산화된 영양상담 시스템)

  • 한지숙;이숙희
    • Journal of the Korean Society of Food Science and Nutrition
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    • v.22 no.6
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    • pp.734-742
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    • 1993
  • A computerized nutrition counseling system for patients having diabetic symptoms has been developed using a personal computer compatible with IBM PC 386. This system is composed of three programs. The first program is designed to find out a personal dietary history and to give suggestions about his incorrect dietary habit. The second one is analyzing the energy and nutrients of food consumed. The analyzed data present the evaluated personal dietary status. With these data, patient could replan his food including snacks as well as regular meals. The third one is the diet and menu planning program that provides the patient with a suggested meal pattern using food exchange table. Practicing these programs, diabetic patient could help himself very conveniently in organizing his meal plan and in improving his dietary behavior.

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Students' Satisfaction of School Lunch According to the Dietary Habit and Educational Experience of Nutrition and Food (영양 및 식품관련 교육 및 학생의 식습관에 따른 학교급식 만족도 조사)

  • Park, Sung Hee;Choe, Young Chan
    • Human Ecology Research
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    • v.53 no.4
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    • pp.425-432
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    • 2015
  • This paper verifies the effect of the personal dietary habits on students' school lunch satisfaction and the effect of food related activities such as rural communities' experience and safe and nutrition education. Personal dietary habits (5-Likert scale), satisfaction of school lunch (5-Likert scale), and rural community experiences, are investigated. A survey from 10 middle schools in Gyeonggi-do was undertaken from September to October, 2014. Multi regression analysis and t -test are applied. This study applied factor analysis and derived three latent variables in order to know the latent variables of eating habits. Students with rural communities' experience are satisfied with school lunches more than those who have not experienced it. Further related education (such as eating habits, safe and organic food) have a positive effect on students' school lunch satisfaction. Appreciation for school lunch (p<.001) and eating breakfast (p<.01) are significant among the independent variables that included three latent variables, the taste of school lunch (p<.001), eating well all kinds of food (p <.001). The results shows that students with a balanced diet are more satisfied with school lunches. Personal eating habits and understanding food and agriculture are important factors to improve students' satisfaction about school lunch on top of the quality of food and facilities. Students with rural community experience show improved satisfaction and this experience can be a good way for students to understand food. Food related education (including farming) are recommended to raise student school lunch satisfaction.