This study compared the lifestyle patterns, dietary patterns, and health care practices of Korean middle-aged people by household type, and ultimately analyzed their relationship with different risk factors for the prevalence and severity of metabolic syndrome. We analyzed the data from 4,755 subjects who were from 40 to 64 years old, and gathered our sample from participants of the Korea National Health and Nutrition Examination Survey from 2013 to 2015. Our results showed that single-person households had lower economic income levels, lower subjective health statuses, and higher levels of food instability than households with two or more individuals. The incidence of metabolic syndrome was 1.64 times higher in single-person households than in households with two or more individuals. After adjusting for potential confounding factors (sex, age, education, household income, smoking status, health status, and dietary factors), single-person households showed 1.75 times higher hypertriglyceridemia ORs than non-single-person households. In the conclusion of our study, we suggest that middle-aged people in single-person households may be at greater risk for metabolic syndrome and hypertriglyceridemia.

This study assessed yearly trends of food and nutrient intake among high school students aged 16 to 18 years (n=2,377) using the 2007~2015 Korea National Health and Nutrition Examination Survey (KNHANES). Yearly trends of food or nutrient intake were analyzed via logistic regression analysis. The results showed that consumption of sugars & sweets, and beverages & alcohols was increased rapidly during this period (p<0.0001). Intake of meat & meat products, and fish & shellfish also was increased (p=0.0008). Intake of grains and grain products was increased until year 2011 but declined after 2012 (p=0.0025). Consumption of vegetables, and milk & milk products was decreased (p=0.0395). Intake of protein, fat, thiamin, riboflavin, niacin, and iron was increased (p=0.0445). Carbohydrate energy ratio was decreased, whereas fat energy ratio was increased (p=0.0235). Most nutrient intakes satisfied the dietary reference intakes for Koreans except dietary fiber (19.6~26.2%), calcium (46.9~55.2%) and sodium (more than 221.4%) during this period. There was a significant positive correlation between most food group intakes and most nutrient intakes (p=0.0468). Therefore, it is crucial to increase dietary fiber and calcium intake and decrease consumption of sugars, fats and sodium through diverse eating of food groups to ensure balanced nutrition of subjects.

The purpose of this study was to investigate the current status of chronic diseases according to obesity in the elderly older than age 65 using data from the 7th Korea National Health and Nutrition Examination Survey (2016~2018). The subjects of the survey were 3,245 elderly older than age 65 who participated in the health survey and nutrition survey, 45.8% of the subjects were males and 54.2% of the subjects were female. 37.5% of all the elderly were obese, and the females (42.4%) were more obese than the males (31.8%) (p<0.001). Diabetes, hypertension, and hypertriglyceridemia had a similar prevalence of 24.6%, 63.0%, and 12.7% in males and females, respectively. Hypercholesterolemia was higher in the elderly females (44.2%) than in the elderly males (24.9%) (p<0.001). Through the logistic regression analysis, it was found that the prevalence of chronic diseases was higher in obesity than normal in elderly males and females (p<0.001). The total food intake increased from ‘under weight’ to ‘obesity’ in males (p<0.01) and females (p<0.001). In the case of the elderly males, the higher the degree of obesity, the higher the energy intake (p<0.05), and ‘pre-obesity’ consumed the most energy in elderly females. As a result of this study, the higher the obesity rate of the elderly, the higher the prevalence of chronic diseases.

This study analyzed the health characteristics and comorbidity of adult men aged 40 years by dividing them into a control group of those without any disease related to fine dust and a patient group with one or more diseases related to fine dust in areas with high levels of fine dust pollution using the sixth and seventh Korea National Health and Nutrition Examination Survey (2013-2017). Among the general characteristics, the mean age of the patient group was significantly older than that of the control group (p<0.001), and in terms of the health-related characteristics, the frequency of breakfast consumption in the patient group was higher than in the control group (p<0.043). The body measurements were similar in the patient and control groups. Regarding the prevalence of comorbidity, the patient group showed a higher prevalence of hypertension, dyslipidemia, stroke, myocardial infarction, heart failure, and diabetes than the control group, but the differences were not statistically significant. On the other hand, the prevalence of other cancers (except stomach cancer, liver cancer, colorectal cancer, breast cancer, and cervical cancer) in the patient group was higher than in the control group (p<0.05). In terms of the clinical characteristics, the glycated hemoglobin levels in the patient group were significantly higher than in the control group (p<0.048). Information on nutrition and health in areas with frequent occurrences of fine dust was obtained through the study results, which can be used as basic data for measures of health and diet management against diseases that will increase in relation to fine dust.

목적 : 40세 이상 한국 성인에서 녹내장과 따른 아토피피부염의 위험요인을 알아보고자 하였다. 방법 : 국민건강영양조사 제7기(2017년) 조사대상자의 건강 설문조사와 안과 검진을 받은 40세 이상을 대상으로 녹내장 검사를 받고 성별과 연령, 체질량지수, 사회학적 요인인 월평균 가구소득, 교육, 월간음주율, 현재흡연율을 보정하였고, 통계는 SPSS 18.0을 이용하여 로지스틱 회귀분석을 수행하였으며 유의수준은 0.050미만으로 하였다. 결과 : 40세 이상 녹내장 유병률은 3.46%였다. 녹내장에 대해서 나이(OR=1.03 p=0.007)와, 성별(OR=0.52 로, p=0.009) 및 아토피피부염(OR=3.43, p=0.023)은 유의하게 나타났다. 결론 : 녹내장과 아토피피부염과의 관계에서 사회학적인 요인을 보정한 후 통계적으로 나이와 성별 및 아토피 피부염은 유의미한 결과를 확인하였다.

The purpose of this study was to investigate the comparison of nutrient intake and metabolic syndrome between single person households and non-single person households in elderly subjects. We analyzed data from 2,903 subjects ≥ age 65 who participated in the Korea National Health and Nutrition Examination Survey (KNHANES) 2013~2015. As a result, single-person households had lower income and economic ability, overall nutrient intake was deteriorated, and the proportion of high-carbohydrate intake was high, compared to non-single person households. After adjusting for potential confounders (sex, age, education, household income, economic activity, smoking status, alcohol consumption, walking frequency, health status, depression status, and dietary factors), the singleperson household showed a tendency of 1.22-fold higher ORs of metabolic syndrome and 1.3-fold higher ORs of hypertriglyceridemia than the non-single-person household. We suggest that the single-person household may be associated with increased prevalence of metabolic syndrome and hypertriglyceridemia in the elderly subjects.

The purpose of this study was to investigate the association between dietary macronutrient intakes and prevalence of metabolic syndrome (MetS) in Korean adults. Data were obtained from the Korean National Health and Nutrition Examination Survey (2013-2017), and a total of 11,600 Korean adults (4,918 men, 6,682 women) aged 50 years and older were analyzed. The daily intakes and percentages of energy from carbohydrates or fat in men or women with MetS were significantly lower than in normal subjects, respectively. High carbohydrate or fat percentages were negatively associated with MetS based on adjusted odds ratios (OR) of 0.804 in men (p=0.034) and 0.820 in women (p=0.045), respectively. A high percentage of energy from carbohydrates was positively associated with reduced waist circumference, diastolic blood pressure, triglyceride and high-density lipoprotein (HDL) cholesterol in men. On the other hand, a high percentage of energy from fat was positively related with elevated HDL cholesterol and reduced triglycerides in women. In conclusion, our study indicates that high carbohydrate or fat intake is associated with risk of MetS in Korean men or women aged 50 years and older, respectively. Further prospective studies are necessary to elucidate the association between macronutrient intakes and MetS among Korean adults according to age.

In this study, the Korea National Health and Nutrition Examination Survey in 2016 examined the nutrient and food intake of women in their 20s and 30s according to the number of meals a day, and the results were as follows: The study included 256 women in their 20s and 474 women in their 30s. Women in their 20s and 30s ate two meals a day, indicating that the notion of three meals a day was gradually changing to two to three meals a day. Those in their 20s and 30s who eat one, two or three meals a day were consuming less than the estimated energy requirement of the DRI for Koreans 2015. The vitamin A and C were eating less than the recommended intake in all meals. In the case of minerals, calcium was taken less than the recommended intake in all meals, but sodium was taken above the goal intake in all groups. Women in their 20s and 30s must reduce their intake of saturated fatty acids and sodium, and increase their intake of vitamins A, C, calcium, and potassium. Women in their 20s and 30s drank a lot of coffee, ate baechu-kimchi and rice frequently per week.

There is only limited evidence for the association between fruit and vegetable consumption and mental health in Korea. This study examined the relationship between fruit and vegetable consumption and mental health according to physical activity among Korean adult women. Based on data of the Korean National Health and Nutrition Examination Survey (2014-2016), a total of 5,332 participants were included in this analysis. With increasing fruits and vegetables consumption, the prevalence of depressive mood was significantly decreased (p for trend=0.0248). The prevalence of stress perception (p for trend=0.0422) and the prevalence of depressive mood (p for trend=0.0300) were decreased with increasing fruit consumption. The prevalence of depressive mood was significantly decreased when fruit and vegetable consumption (p for trend=0.0370) and fruit consumption (p for trend=0.0356) were increased for those Korean women with low intensity of physical activity. For the obesity group (Body mass index 25 kg/m2), the prevalence of depressive mood was decreased with increasing fruit and vegetable consumption (p for trend=0.0111) and increasing fruit consumption (p for trend=0.0165). In conclusion, fruit and vegetable consumption were associated with mental health according to physical activity among Korean adult women. Further prospective studies are warranted to explore the association between fruit and vegetable consumption and mental health among Korean adult women.

The purpose of this study was to analyze a cohort, age, and time effects on sodium and sodium-calorie intake using the 2007~2017 Korea National Health and Nutrition Examination Survey (KNHANES). For analysis, we have constructed cohort panel data that combine KNHANES data in a time series. The age effect gradually increased from age 45~49 and then decreased afterwards. The time effect showed an increase in average sodium intake until 2010 followed by a subsequent decrease. The cohort effect showed that the sodium intake was the highest for the War of Liberation 1946~1953, and that the younger the latter, the lower the sodium intake. According to a cohort analysis, the younger the generation, the lower the sodium intake compared to the calorie intake, according to the baby boomers. Based on the results of this study, efforts should be made to educate and promote the dieting and providing low-salt meals to reduce sodium intake by generation. An analysis of the health hazards including sodium by generation and age is thought to enable the establishment relevant policies.

This study examined the difference of dietary intake behavior between groups of adults aged >20 years with or without dyslipidemia, and comparing the various types of dyslipidemia, based on the Seventh (2016) KNHANES. Men showed higher rate for triglyceridemia and LDL-cholesterolemia than women and subjects in the age group 50-59 years exhibited the highest incidence of triglyceridemia, total cholesterolemia and HDL-cholesterolemia. The ratio of obese people was higher in most types of dyslipidemias. The top five foods in each group of cereal & grain, meat, vegetable, and fruit were selected for analysis, based on the food frequency. The dyslipidemia group showed higher intake frequencies for mixed grains, cabbage kimchi and leafy vegetable than the no-dyslipidemia group, and the group with high blood total cholesterol for mixed grains, apple, and cutlassfish-croaker. Group with high blood triglyceride showed higher intake frequencies of rice and mackerel-mackerel pike than the other groups of high blood triglyceride. No food showed significant difference in the frequencies between groups of LDL-cholesterol. Group with high blood HDL-cholesterol showed higher intake frequency of bibim-fried rice, deep fried chicken, stir fried chicken, apple, tangerine, banana and butter-margarine. These results indicate that people with high levels of blood total cholesterol are more concerned with food having health benefits than those with abnormal levels of other blood lipid. More information on dietary benefits need to be provided to patients having high levels of triglyceride, LDL-cholesterol and HDL-cholesterol.

There are an increasing number of reports that job related factors are associated with hypertension, sleep deprivation, obesity and diabetes. This study analyzed the relationship of working type, working hours and the prevalence of metabolic syndrome. The study’s subjects were 2,777 employees (1,446 males and 1,331 females) over 19 years old and their data was from the Korea National Health and Nutrition Survey (2015). The type of work was divided into day work and shift work. The working hours were divided into less than 40 hours, 40 to 49 hours, 50 to 59 hours and 60 hours or more per week. As a result of this study, the prevalence of metabolic syndrome was 26.4% of the males and 19.1% of the females. Generally there was no relationship between metabolic syndrome and type of work (day work and shift work). As a result of analysis of working hours and metabolic syndrome, the workers who worked 40-49 hr were associated with a decreased prevalence of metabolic syndrome as compared to that of workers who worked less than 40 hr (odds ratio: 0.47, 95% confidence interval: 0.24-0.95, p<0.05). Further, positive relationships were found between the number of work hours and the prevalence metabolic syndrome for specific females who worked over 40 hr/wk. It can be concluded from the results that it is important to help workers avoid metabolic syndrome through setting appropriate work hours.

The purpose of this study was to examine the association nutrition education experience in regards to metabolic risk and nutrition intake in Korean adult male using the 2016~2017 Korea National Health and Nutrition Examination Survey as the reference. The study involved a total of 1,978 male subjects aged 40~64 who were classified into the 2 groups based on their nutrition education experience: Educated group (n=88) and non-educated group (n=1,890). The household income and education level of educated group were higher than those of the non-educated group. The two groups showed no significant difference in the level of fasting blood sugar, blood lipid profile including total cholesterol and triglyceride, LDL-cholesterol, and hypertension. Vitamin C intake of the educated group (127.5 mg) was higher compared to the non-educated group (88.2 mg) (p<0.05). The percentage of the subjects utilizing nutritional labels was higher in the educated group. The nutrition education experience was inversely proportional to lower Odds Ratio in hyperLDL-cholesterolemia (OR: 0.47, 95% CI: 0.36, 0.84) and HypoHDL-cholesterolemia (OR: 0.57, 95% CI: 0.37, 0.87). This result indicates that nutritional education can be used as an effective tool to avert chronic diseases and develop healthy eating habits.

The objective of this study was to compare nutrients intake, health indices, and prevalence of chronic diseases by occupation in middle-aged men, using results from National Health and Nutrition Examination Survey. The subjects were divided into two groups by their occupation (Office worker (OW) and Agri-fishery worker (AFW)) and their percentages were 75.5% and 24.5% respectively. In health-related factors, drinking rate was higher in OW (p<0.001), while smoking rate was higher in AFW (p<0.001). Walking and strength exercise were both higher in OW group. In dietary behavior, the rate of skipping breakfast and eating out was higher in OW (p<0.001). Food supplement usage were consumed by OW more than AFW (p<0.001). Daily energy intake was higher in AFW (p<0.05). There were significant differences in nutrient density per 1,000 kcal of minerals and vitamins between the two groups (p<0.05~p<0.001), except calcium, potassium, vitamin A and thiamin. In body weight, BMI, waist circumference and blood pressures, OW was higher than AFW (p<0.05~p<0.001). Whereas, HDL and LDL-cholesterol were higher in AFW (p<0.001). The prevalence of diabetes was higher in AFW (p<0.001). The results of this study can be used as data to establish nutrition and health strategies for occupation in middle-aged men.

We investigated coffee consumption in relation to the abdominal obesity as defined by waist circumference in Korean women aged 19~64 years, using data from the National Health and Nutrition Examination Survey 2012~2016. The participants to the study were classified according to 3-in-1 coffee consumption level (none-coffee, ≤1 time/day of 3-in-1 coffee, >1 time/day of 3-in-1 coffee) by a food frequency questionnaire. The analysis was conducted by the following age groups: <50 years and 50≤ years. The 3-in-1 coffee consumption group had significantly more smokers and more alcohol consumption frequency as compared to the none-coffee group. The energy intake from the participants in the 3-in-1 coffee consumption of ≤1 time/day of 3-in-1 coffee group, and >1 time/day of 3-in-1 coffee group were 131.2 kcal/day and 123.1 kcal/day. In the 50 years or over age group, >1 time/day of 3-in-1 coffee group was at a lower risk of abdominal obesity as defined by waist circumference, compared with the non-coffee group multivariable adjustment (OR: 0.44, 95% CI: 0.25~0.77). Our findings suggest that the 3-in-1 coffee consumption may be related to abdominal obesity as defined by waist circumference in Korean females aged 50 years or over.

본 연구는 제6기(2013년~2015년) 국민건강영양조사 결과 중에서 중년남성 882명을 대상으로 밀가루음식 주당 섭취빈도에 따른 건강관련요인, 영양소 섭취, 식행동, 건강지표의 차이를 비교하고자 하였다. 그 결과를 요약하면 다음과 같다. 1. 밀가루음식 저섭취군(54.0%)의 비율은 고섭취군(46.0%) 보다 높았다. 그리고 전체의 밀가루음식 주당 섭취빈도는 4.80회이었으며, 저섭취군(1.78회)과 고섭취군(7.83회)의 섭취빈도 간에 큰 차이를 보였다(p<0.001). 밀가루음식 종류별 섭취빈도를 보면 면류, 과자류, 빵류 순이었다. 2. 건강관련 요인에서 살펴본 월 1회 이상 음주 여부와 현재 흡연 여부, 스트레스 인지율, 1일 평균 수면시간, 1주일간 근력운동과 걷기 일수에서 밀가루 섭취빈도에 따른 유의적인 관련성과 차이는 없었다. 3. 1일 에너지 평균섭취량은 1,970.45 kcal이었고, 저섭취군 보다 고섭취군에서 약 630 kcal 정도 더 높았다(p<0.001). 그리고 고섭취군에서 상대적으로 당질 섭취비는 낮은 반면, 지방과 단백질 섭취비는 더 높았다(p<0.001). 무기질과 비타민의 1,000 kcal당 영양소 밀도에서 칼슘, 인, 나이아신을 제외하고, 모두 유의적인 차이가 있었다. 칼륨, 철분, 비타민 A, 비타민 B1, 비타민 C에서는 저섭취군의 섭취가 더 많았던 반면, 나트륨, 비타민 B2에서는 고섭취군의 섭취가 더 많았다 (p<0.01, p< 0.001). 4. 식행동에서 1일 식사횟수는 밀가루음식 저섭취군에서 고섭취군에 비해 3회 비율이 더 높아 관련성을 보였다(p<0.05). 외식빈도는 저섭취군(46.9%)보다 고섭취군(43.2%)에서 더 낮은 경향을 보였으나, 유의성은 없었다. 구입 시 영양표시 이용 여부는 고섭취군(20.5%)이 저섭취군(15.7%)에 비해 더 이용하고 있었으나, 유의적인 관련성은 아니었다. 5. 건강지표에서 신장과 체중, 허리둘레 값이 고섭취군에서 더 높은 경향이 있었으나, 신장(p<0.01)에서만 유의적인 차이가 있었다. 그리고 총콜레스테롤과 LDL-콜레스테롤에서 고섭취군이 저섭취군보다 더 높은 값을 나타내었다(p<0.01). 혈청 중성지방에서는 저섭취군이 고섭취군보다 10.5 mg/dL 정도 더 높은 값을 보였으나, 유의적인 차이는 아니었다. 본 연구결과는 국민건강영양조사 자료를 활용한 횡단면적 연구이어서 인과관계를 밝히기 어렵고, 밀가루음식 섭취량이 아닌 섭취빈도만을 가지고 연구를 행했다는 제한점이 있다. 그러나 대상자 선정에서 교란인자를 제외하였고, 통계분석에서도 보정함으로써 밀가루음식 섭취빈도와 영양소 섭취, 건강지표와의 차이를 독립적으로 측정하고자 하였다. 현재 우리나라에서는 밀가루음식의 섭취가 계속 증가되고 있어 이에 대한 우려가 있다. 실제로 본 연구에서 밀가루음식을 자주 먹는 경우 에너지 영양소의 섭취는 더 많았던 반면 나트륨과 비타민 B2를 제외한 대부분의 무기질과 비타민의 섭취는 더 적은 것으로 나타났다. 그리고 건강지표에서 총 콜레스테롤과 LDL-콜레스테롤 농도가 더 높게 나타나 우려가 현실화 되고 있음을 알 수 있었는데, 본 연구결과가 밀가루음식의 과잉 섭취 시 문제점을 알리는데 활용되었으면 한다.

목적: 제 5기 국민건강영양조사(2011년, 2012년) 자료를 기반으로 우리나라 나이관련황반변성(age-related macular degeneration)과 비타민과 무기질의 섭취의 상관성을 분석하였다. 방법: 국민건강영양조사 제 5기 과정 중 2011, 2012년도 조사대상자 중 건강 검진, 안과 검진과 영양검진 조사를 받은 45세 이상 성인을 대상으로 나이관련황반변성과 비타민, 무기질섭취량의 상관성을 분석하였다. 나이관련황반변성의 연관성은 교차분석과 카이제곱 검정으로 분석하고, 위험비(odds ratio)는 로지스틱 회귀분석으로 구하고 유의수준은 0.05 이하로 하였다. 결과: 국민건강영양조사를 받은 45세 이상의 한국인 6,219명 중 나이관련황반변성 유병률은 9.6%로 나타 났다. 초기 나이관련황반변성은 비타민 A, B1, B2, B3 및 C와 칼슘, 인, 철, 나트륨, 칼륨의 섭취와 상관성이 있었으며, 비타민 B3 섭취량이 평균 미만인 경우는 평균이상인 경우보다 초기 나이관련황반변성의 발생 위험이 1.35배(95% 신뢰구간:1.03~1.78) 높았다. 나이관련황반변성 말기 환자 군에서는 칼륨과 비타민 B2 섭취량이 평균보다 적으면 유병률이 높았으며, 칼륨 섭취량이 평균 미만인 경우는 발병 위험이 4.3배(95% 신뢰구간:1.76~10.59) 높았다. 결론: 비타민과 무기질의 섭취는 나이관련황반변성의 발병 위험과 병의 진행을 억제하는 것으로 사료된다.

Metabolic syndrome is a risk factor for cardiovascular and type 2 diabetes. This study was conducted to examine the relevance between nutrition intake, meal quality, and high-sensitivity C-reactive protein in Koreans with metabolic syndrome. The 2,536 subjects, aged 19~64, who participated in 2015 National Nutrition Survey were included in this study. The 24-hour recall method was employed to analyze nutrition intake and dietary quality. Subjects were grouped into either the non-metabolic syndrome group (n=1,938) or the metabolic syndrome group (n=598). Total males and females were divided into 3 groups according to the high-sensitivity C-reactive protein (hs-CRP) level to study its relationship to metabolic syndrome and its components, including odds ratio (OR) and confidence interval (CI). Results showed the homeostasis model assessment of insulin resistance (HOMA-IR) value was higher in the metabolic syndrome group (3.37) than non-metabolic syndrome group (1.57) (p<0.001). In the Index of Nutrition Quality, males in the non-metabolic syndrome group showed higher niacin (p<0.05) than males in metabolic syndrome group. Females in the non-metabolic syndrome group had higher vitamin B1 (p<0.01), vitamin B2 (p<0.001), niacin (p<0.05), calcium (p<0.001), and phosphate (p<0.01). Female in the high hs-CRP group showed high OR in blood glucose component (OR 2.488, 95% CI: 1.269~4.879) and metabolic syndrome risk (OR 2.856, 95% CI: 1.292~6.314). Females in the middle hs-CRP group had high triglycerides component (OR 2.956, 95% CI: 1.920~4.551), compared to the low hs-CRP group. The study showed females with higher hs-CRP had a higher risk of metabolic syndrome.

목적: 한국 폐경기 여성에서 호르몬 관련 요인과 건성안의 연관성에 대하여 알아보고자 하였다. 방법: 본 인구 기반 단면 연구는 제5기 국민건강영양조사(2010-2012)를 완료한 총 4,586명의 폐경기 여성을 대상으로 복합표본설계 프로시저를 구성하여 분석을 시행하였다. 폐경기 여성을 대상으로 건성안 유병 률을 산출하였고, 공변량을 보정한 다중 로지스틱 회귀분석을 시행하여 내생적 및 외생적 호르몬 관련요인 과 건성안의 연관성을 평가하였다. 결과: 폐경기 여성에서 건성안의 가중된 유병률은 14.2%(95% 신뢰구간: 13.0－15.8)이었다. 사회 인구학 적 요인, 건강행태 요인, 동반질환을 보정한 후에도 경구피임약을 23개월 이상 복용한 경우 건성안 발생 위 험이 1.47배(95% 신뢰구간: 1.03－2.09) 증가하였으며, 여성호르몬제를 36개월 이상 복용한 경우 건성안 발생 위험이 1.70배(95% 신뢰구간: 1.17－2.47) 증가하였다. 결론: 한국 폐경기 여성에서 장기간의 경구피임약과 여성호르몬제의 복용은 건성안의 위험을 유의하게 증가시켰다.