Journal of Nutrition and Health

The Korean Nutrition Society (한국영양학회)
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Development of processed food database using Korea National Health and Nutrition Examination Survey data

국민건강영양조사 자료를 이용한 가공식품 데이터베이스 구축

  • Yoon, Mi Ock (Nutrition Information Committee, The Korean Nutrition Society) ;
  • Lee, Hyun Sook (Department of Food Science and Nutrition, Dongseo University) ;
  • Kim, Kirang (Department of Food Science and Nutrition, Dankook University) ;
  • Shim, Jae Eun (Department of Food and Nutrition, Daejeon University) ;
  • Hwang, Ji-Yun (Department of Foodservice Management and Nutrition, Sangmyung University)
  • Received : 2017.08.01
  • Accepted : 2017.10.17
  • Published : 2017.10.31
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Abstract

Purpose: The objective of this study was to develop a processed foods database (DB) for estimation of processed food intake in the Korean population using data from the Korea National Health and Nutrition Survey (KNHANES). Methods: Analytical values of processed foods were collected from food composition tables of national institutions (Development Institute, Rural Development Administration), the US Department of Agriculture, and previously reported scientific journals. Missing or unavailable values were substituted, calculated, or imputed. The nutrient data covered 14 nutrients, including energy, protein, carbohydrates, fat, calcium, phosphorus, iron, sodium, potassium, vitamin A, thiamin, riboflavin, niacin, and vitamin C. The processed food DB covered a total of 4,858 food items used in the KNHANES. Each analytical value per food item was selected systematically based on the priority criteria of data sources. Results: Level 0 DB was developed based on a list of 8,785 registered processed foods with recipes of ready-to-eat processed foods, one food composition table published by the national institution, and nutrition facts obtained directly from manufacturers or indirectly via web search. Level 1 DB included information of 14 nutrients, and missing or unavailable values were substituted, calculated, or imputed at level 2. Level 3 DB evaluated the newly constructed nutrient DB for processed foods using the 2013 KNHANES. Mean intakes of total food and processed food were 1,551.4 g (males 1,761.8 g, females 1,340.8 g) and 129.4 g (males 169.9 g, females 88.8 g), respectively. Processed foods contributed to nutrient intakes from 5.0% (fiber) to 12.3% (protein) in the Korean population. Conclusion: The newly developed nutrient DB for processed foods contributes to accurate estimation of nutrient intakes in the Korean population. Consistent and regular update and quality control of the DB is needed to obtain accurate estimation of usual intakes using data from the KNHANES.

본 연구는 가공식품의 섭취량이 증가하는 현실에서 국민건강영양조사 자료를 통한 정확한 영양소 섭취량 산출을 위해 국민건강영양조사의 원자료 중 최근 5년간 (2010~2014) 등장한 가공식품 4,858건에 대한 영양성분 DB를 구축하고, 이를 제6기 1차 년도 국민건강영양조사 (2013년) 자료에 적용하여 영양소 14종의 섭취량을 산출하여 구축한 DB에 대한 유용성을 검토하였다. 가공식품의 영양성분 DB 구축을 위해 국내 국가기관에 신고된 가공식품 목록 8,785건, 반조리 식품 자료배합비, 국내 국립기관에서 발간된 식품성분표 1종, 제조사 및 인터넷 등을 통해 수집된 자료를 모아 가공식품에 대한 수준별 DB를 구축하였다. 매칭 식품과 유사 식품 DB를 모두 적용 후 가공식품 섭취량은 505.8 g (30.8%)로 추정되었으며 총섭취량에 대한 기여율은 각각 에너지 29.5%, 탄수화물 27.0%, 단백질 36.7%, 지방 26.5%, 식이섬유 16.1%로 나타났다. 또한 DB 적용 후 대부분의 영양소 섭취량이 유의한 차이를 보여 구축된 DB의 유용성을 보여준다고 사료된다. 나트륨의 경우 가공식품으로 부터의 섭취량이 DB 적용 전 후 2,527.6 mg에서 3,006.2 mg으로 증가하였다. 국민건강영양조사자료의 영양소 섭취량 추정에 필요한 에너지 및 영양소 14종에 대한 국내 분석값 자료가 거의 없는 현실에서 본 연구는 DB 구축을 위한 계산값이나 대체값의 원칙을 세우고 문서화하여 가공식품 DB 구축을 위한 틀을 만들어 향후 DB 구축, 유지, 확대 등 식품영양 DB의 체계적 관리의 기초를 제공하였으며 국민건강영양조사자료를 이용하여 가공식품을 통한 영양소 섭취량 추정을 했다는 측면에서 의미가 있다고 사료된다. 향후 지속적이고 체계적인 가공식품 DB 구축과 관리가 필요하다.

Keywords

References

  1. Ford ES, Dietz WH. Trends in energy intake among adults in the United States: findings from NHANES. Am J Clin Nutr 2013; 97(4): 848-853. https://doi.org/10.3945/ajcn.112.052662
  2. Whitton C, Nicholson SK, Roberts C, Prynne CJ, Pot GK, Olson A, Fitt E, Cole D, Teucher B, Bates B, Henderson H, Pigott S, Deverill C, Swan G, Stephen AM. National diet and nutrition survey: UK food consumption and nutrient intakes from the first year of the rolling programme and comparisons with previous surveys. Br J Nutr 2011; 106(12): 1899-1914. https://doi.org/10.1017/S0007114511002340
  3. Ministry of Health and Welfare, Korea Centers for Disease Control and Prevention. Korea Health Statistics 2011: Korea National Health and Nutrition Examination Survey (KNHANES V-2). Cheongwon: Korea Centers for Disease Control and Prevention; 2012.
  4. Lim AH, Choi SY, Shim JE, Hwang JY, Moon HK, Kim K. Development of dietary behavior items available in Korea National Health and Nutrition Examination Survey. J Nutr Health 2015; 48(5): 407-418. https://doi.org/10.4163/jnh.2015.48.5.407
  5. Sohn S. Factors related to the health related quality of life in elderly women. Korean J Women Health Nurs 2009; 15(2): 99-107. https://doi.org/10.4069/kjwhn.2009.15.2.99
  6. Weaver CM, Dwyer J, Fulgoni VL 3rd, King JC, Leveille GA, MacDonald RS, Ordovas J, Schnakenberg D. Processed foods: contributions to nutrition. Am J Clin Nutr 2014; 99(6): 1525-1542. https://doi.org/10.3945/ajcn.114.089284
  7. The University of Auckland (NZ). NUTRITRACK: a processed foods database to promote the health of New Zealanders [Internet]. Auckland: The University of Auckland; 2014 [cited 2016 Jan 19]. Available from: http://www.foodandhealth.auckland.ac.nz/en/about/news/news-2014/2014/05/nutritrack.html.
  8. Yun S, Kim HJ, Oh K. Trends in energy intake among Korean adults, 1998-2015: results from the Korea National Health and Nutrition Examination Survey. Nutr Res Pract 2017; 11(2): 147-154. https://doi.org/10.4162/nrp.2017.11.2.147
  9. United States Development of Agriculture, Agricultural Research Service. National nutrient database for standard reference, release 25 [Internet]. Washington D.C.: United States Development of Agriculture; 2013 [cited 2015 Aug 19]. Available from: http://www.ars.usda.gov/Services/docs.htm?docid=23635.
  10. Ministry of Education. Culture, Sports, Science, and Technology (JP). Standard tables of food composition in Japan: fifth revised and enlarged edition. Tokyo: Ministry of Education, Culture, Sports, Science, and Technology; 2005.
  11. European Food Information Resource. Food composition database [Internet]. Brussels: European Food Information Resource; 2017 [cited 2017 Mar 11]. Available from: http://www.eurofir.org/foodinformation/food-composition-databases-2/.
  12. Health Canada. Food and nutrition [Internet]. Ottawa: Health Canada; 2016 [cited 2016 Jun 3]. Available from: https://www.canada.ca/en/health-canada/services/food-nutrition/healthy-eating/nutrient-data/canadian-nutrient-file-2015-download-files.html.
  13. Kim SY, Kang MS, Kim SN, Kim JB, Cho YS, Park HJ, Kim JH. Food composition tables and national information network for food nutrition in Korea. Food Sci Ind 2011; 44(1); 2-20.
  14. Yoon MO, Kim K, Hwang JY, Lee HS, Son TY, Moon HK, Shim JE. Development of a fatty acids database using the Korea National Health and Nutrition Examination Survey data. J Nutr Health 2014; 47(6): 435-442. https://doi.org/10.4163/jnh.2014.47.6.435
  15. Ministry of Agriculture, Food and Rural Affairs; Korea Agro-Fisheries & Food Trade Corporation. 2016 development of processed food standard system: 2nd. Naju: Korea Agro-Fisheries & Food Trade Corporation; 2016.
  16. Ministry of Food and Drug Safety (KR). Korean food standards codex. Cheongju: Ministry of Food and Drug Safety; 2015.
  17. Ministry of Health and Welfare, Korea Centers for Disease Control and Prevention. Korea Health Statistics 2014: Korea National Health and Nutrition Examination Survey (KNHANES VI-2) [Internet]. Cheongju: Korea Centers for Disease Control and Prevention; 2015 [cited 2015 Aug 8]. Available from: https://knhanes.cdc.go.kr/knhanes/sub04/sub04_03.do?classType=7.
  18. Ministry of Food and Drug Safety (KR). Manufacturer's report data for processed food. Cheongju: Ministry of Food and Drug Safety; 2015.
  19. Korea Centers for Disease Control and Prevention. Ingredients ratio of prepared foods data. Cheongwon: Korea Centers for Disease Control and Prevention; 2013.
  20. Rural Development Administration (KR). Food composition table. 8th revision edition. Suwon: Rural Development Administration; 2011.
  21. The Korean Nutrition Society. Nutrient database of food [Internet]. Seoul: The Korean Nutrition Society; [cited 2015 Aug 10]. Available from: http://www.kns.or.kr/Center/FoodDB.asp.
  22. Nongshim (KR). Nonshim brand [Internet]. Seoul: Nonshim; [cited 2015 Jul 20]. Available from: http://brand.nongshim.com/main/index.
  23. Samyang Foods (KR). Samyang brand [Internet]. Seoul: Samyang Foods; [cited 2015 Aug 20]. Available from: http://www.samyangfood.co.kr/kor/brand/samyangRamen.do.
  24. Maeil Dairies (KR). Maeil Dairies products [Internet]. Seoul: Maeil Dairies; [cited 2015 Sep 15]. Available from: http://www.maeil.com/brand/list_brand1.jsp?cate_0.
  25. Namyang Dairy Products (KR). Namyang Dairy Products brand [Internet]. Seoul: Namyang Dairy Products; [cited 2015 Aug 10]. Available from: http://company.namyangi.com/product/product.asp?cd=5.
  26. Seoulmilk (KR). Seoulmilk product information [Internet]. Seoul: Seoulmilk; [cited 2015 Jul 8]. Available from: http://www.seoulmilk.co.kr/enterprise/product/product_list.sm.
  27. Lotte Chilsung Beverage (KR). Lotte Chilsung Beverage brand [Internet]. Seoul: Lotte Chilsung Beverage; [cited 2015 Aug 22]. Available from: http://company.lottechilsung.co.kr/product/new_product.jsp?nPos=0301.
  28. Dongsuh Foods (KR). Dongsuh Foods products [Internet]. Seoul: Dongsuh Foods; [cited 2015 Aug 10]. Available from: https://www.dongsuh.co.kr/2017/02_products/02_product_list.asp.
  29. Crown (KR). Crown products [Internet]. Seoul: Crown; [cited 2015 Aug 10]. Available from: http://www.crown.co.kr/product/pList.asp?catecode=1478063272.
  30. Hai Tai Htb (KR). Hai Tai Htb products [Internet]. Seoul: Hai Tai Htb; [cited 2015 Sep 20]. Available from: http://www.htb.co.kr/Product_info/Product_info_13.jsp.
  31. Sajo (KR). Sajo product Korea's representative brand [Internet]. Seoul: Sajo; [cited 2015 Aug 8]. Available from: http://hp.sajo.co.kr/product/brand_list.asp.
  32. Pulmuone (KR). Pulmuone products [Internet]. Seoul: Pulmuone; [cited 2015 Aug 15]. Available from: http://www.pulmuoneshop.co.kr/goods/displayList.do?headCateCd=005.
  33. Home Plus (KR). Home Plus products [Internet]. Seoul: Home Plus; [cited 2015 Jul 10]. Available from: http://www.homeplus.co.kr/app.product.GoodDetail.ghs?comm=usr.detail&good_id=000048798&extends_id=naver&service_cd=56010.
  34. Naver Storefarm (KR). Cn food products [Internet]. Seoul: Naver Storefarm; [cited 2015 Aug 20]. Available from: http://storefarm.naver.com/cnfood/products/320138360.
  35. Interpark Shopping (KR). Processed Food products [Internet]. Seoul: Interpark Shopping; [cited 2015 Aug 22]. Available from: http://shopping.interpark.com/display/main.do?dispNo=001760&smid1=gnb&smid2=003&smid3=1.
  36. Lottemart (KR). Lottemart products [Internet]. Seoul: Lottemart; [cited 2015 Aug 22]. Available from: http://www.lottemart.com/product/ProductDetail.do?CategoryID=C001001700010004&ProductCD=L000000002021&socialSeq=&koostYn=N.
  37. Ahuja JK, Perloff BP. Quality control procedures for the USDA Food and Nutrient Database for Dietary Studies nutrient values. J Food Compost Anal 2008; 21: S119-S124. https://doi.org/10.1016/j.jfca.2007.05.005

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