| Literature DB >> 35392525 |
Woo-Young Shin1, Soo Hyun Cho2, Jung-Ha Kim2.
Abstract
BACKGROUND/Entities:
Keywords: Nutritional quality; cross-sectional studies; food services; workers
Year: 2021 PMID: 35392525 PMCID: PMC8971818 DOI: 10.4162/nrp.2022.16.2.248
Source DB: PubMed Journal: Nutr Res Pract ISSN: 1976-1457 Impact factor: 1.926
Fig. 1Study participants: data from the KNHANES VII (2016–2018).
KNHANES, Korea National Health and Nutrition Examination Survey.
Baseline characteristics of the study participants according to the use of workplace foodservices at least once a day
| Variables | Total (n = 6,845) | Workplace foodservices | |||||||
|---|---|---|---|---|---|---|---|---|---|
| No (n = 5,719) | Yes (n = 1,126) | ||||||||
| % | SE | % | SE | % | SE | ||||
| Percentage | 100.0 | 83.2 | 0.6 | 16.8 | 0.6 | ||||
| Age (yrs) | 44.6 | 0.1 | 44.9 | 0.2 | 43.1 | 0.3 | < 0.01 | ||
| Men | 58.5 | 0.6 | 57.4 | 0.7 | 64.0 | 1.5 | < 0.01 | ||
| Household income | < 0.01 | ||||||||
| Quartile 1 | 6.4 | 0.4 | 6.9 | 0.5 | 3.7 | 0.6 | |||
| Quartile 2 | 21.5 | 0.7 | 22.0 | 0.8 | 19.1 | 1.4 | |||
| Quartile 3 | 32.8 | 0.8 | 31.8 | 0.8 | 37.9 | 1.8 | |||
| Quartile 4 | 39.3 | 1.0 | 39.2 | 1.1 | 39.3 | 2.0 | |||
| Higher education: at least a college degree | 52.8 | 1.0 | 51.8 | 1.1 | 57.9 | 1.9 | < 0.01 | ||
| Occupation | < 0.01 | ||||||||
| Non-manual worker | 47.8 | 1.0 | 47.2 | 1.0 | 50.3 | 1.9 | |||
| Service and sales worker | 21.1 | 0.6 | 22.6 | 0.6 | 13.6 | 1.1 | |||
| Manual worker | 31.1 | 0.8 | 30.1 | 0.8 | 36.2 | 1.8 | |||
| Married | 68.4 | 0.9 | 68.3 | 0.9 | 68.7 | 1.9 | 0.85 | ||
| BMI | 0.01 | ||||||||
| Underweight | 3.8 | 0.3 | 3.8 | 0.3 | 4.0 | 0.7 | |||
| Obese | 35.4 | 0.7 | 36.0 | 0.8 | 32.4 | 1.6 | |||
| Current smoker2) | 25.8 | 0.7 | 25.8 | 0.7 | 25.5 | 1.6 | 0.84 | ||
| Heavy drinker3) | 16.5 | 0.6 | 17.0 | 0.6 | 14.2 | 0.2 | 0.06 | ||
| Adequate physical activity4) | 48.4 | 0.8 | 48.4 | 0.8 | 48.2 | 1.9 | 0.92 | ||
| Chronic diseases | |||||||||
| Hypertension | 21.0 | 0.6 | 21.3 | 0.6 | 19.5 | 1.2 | 0.19 | ||
| Diabetes | 7.0 | 0.3 | 7.6 | 0.4 | 4.2 | 0.6 | < 0.01 | ||
| Dyslipidemia | 30.6 | 0.7 | 30.8 | 0.8 | 29.8 | 1.9 | 0.62 | ||
| Meal type | |||||||||
| Breakfast | |||||||||
| Skipping the meal | 30.3 | 0.7 | 31.3 | 0.8 | 25.5 | 1.6 | - | ||
| Workplace foodservice | 2.5 | 0.2 | 0 | - | 14.9 | 1.3 | - | ||
| Eating out | 12.2 | 0.5 | 13.1 | 0.5 | 7.7 | 1.0 | - | ||
| Homemade meal | 55.0 | 0.8 | 55.6 | 0.8 | 51.9 | 1.8 | - | ||
| Lunch | |||||||||
| Skipping the meal | 8.0 | 0.4 | 9.1 | 0.5 | 2.7 | 0.6 | - | ||
| Workplace foodservice | 15.0 | 0.6 | 0 | - | 88.4 | 1.1 | - | ||
| Eating out | 47.7 | 0.8 | 56.7 | 0.8 | 4.0 | 0.7 | - | ||
| Homemade meal | 29.2 | 0.7 | 34.2 | 0.8 | 4.9 | 0.8 | - | ||
| Dinner | |||||||||
| Skipping the meal | 5.5 | 0.3 | 5.9 | 0.4 | 3.5 | 0.7 | - | ||
| Workplace foodservice | 3.7 | 0.3 | 0 | - | 22.1 | 1.5 | - | ||
| Eating out | 41.6 | 0.7 | 42.9 | 0.8 | 35.4 | 1.6 | - | ||
| Homemade meal | 49.2 | 0.7 | 51.2 | 0.8 | 39.0 | 1.6 | - | ||
Data are expressed as weighted percentages with SEs for variables.
BMI, body mass index.
1)Analyzed using a weighted t-test or a weighted χ2 test to assess the differences between workplace foodservice non-users and those who used workplace foodservices at least once a day.
2)Participants who smoked at the time of the survey and who smoked ≥ 100 cigarettes in their lifetime.
3)Men who consumed 7 or more drinks and women who consumed 5 or more drinks at least twice a week.
4)Participants who engaged in moderate-intensity activities for at least 150 min during the week, vigorous-intensity activities for at least 75 min during the week, or an equivalent combination of moderate- and vigorous-intensity activities.
Nutritional intake and quality of the total meals consumed in a day according to the use of workplace foodservices at least once a day (n = 6,845)
| Variables | Workplace foodservice | ||||
|---|---|---|---|---|---|
| No (n = 5,719) | Yes (n = 1,126) | ||||
| Mean or % | SE | Mean or % | SE | ||
| Total energy (kcal) | 1,974.6 | 9.7 | 2,057.7 | 20.8 | < 0.01 |
| Protein (g) | 72.8 | 0.5 | 76.5 | 1.0 | < 0.01 |
| Fat (g) | 46.9 | 0.4 | 49.7 | 0.8 | 0.02 |
| Carbohydrate (g) | 292.7 | 1.5 | 308.9 | 3.2 | < 0.01 |
| Fiber (g) | 24.1 | 0.2 | 24.7 | 0.4 | 0.02 |
| Calcium (mg) | 509.2 | 3.9 | 521.1 | 7.4 | 0.03 |
| Potassium (mg) | 2,856.3 | 17.2 | 3,040.4 | 34.4 | < 0.01 |
| Iron (mg) | 14.0 | 0.1 | 14.5 | 0.2 | 0.07 |
| Vitamin A (µg RAE) | 551.8 | 7.7 | 603.6 | 16.2 | < 0.01 |
| Vitamin B1 (mg) | 1.6 | 0.0 | 1.7 | 0.0 | < 0.01 |
| Vitamin B2 (mg) | 1.5 | 0.0 | 1.6 | 0.0 | < 0.05 |
| Vitamin B3 (mg) | 14.6 | 0.1 | 15.8 | 0.2 | < 0.01 |
| Vitamin C (mg) | 76.6 | 1.5 | 77.9 | 2.8 | 0.17 |
| Day of the survey: weekday (%) | 66.1 | 1.5 | 69.2 | 2.2 | 0.10 |
| INQ2) (scores) | 5.0 | 0.0 | 4.7 | 0.1 | < 0.01 |
Data are expressed as weighted % for categorical variables and as mean values for continuous variables, with SEs.
RAE, retinol activity equivalents; INQ, index of nutritional quality.
1)Analyzed using a weighted t-test or a weighted χ2 test between workplace foodservice non-users and those who used workplace foodservices at least once a day.
2)The INQ of each nutrient, including protein, fiber, calcium, potassium, iron, and vitamins A, B1, B2, B3, and C, was calculated as the ratio of the nutrient density of the actual intake to by the recommended nutrient intake or adequate intake from the dietary reference intakes for Koreans of the nutrient per 1,000 kcal according to age and sex.
Nutritional intake and quality of each type of meal according to meal procurement source (n = 6,845)
| Variables | Workplace foodservices | Eating out | Homemade meals | |||||
|---|---|---|---|---|---|---|---|---|
| Mean or % | SE | Mean or % | SE | Mean or % | SE | |||
| Breakfast | ||||||||
| Percentage2) | 2.5 | 0.2 | 12.2 | 0.5 | 55.0 | 0.8 | < 0.01 | |
| Energy (kcal) | 522.8 | 20.1 | 442.4 | 9.7 | 431.3 | 3.6 | < 0.01 | |
| Protein (g) | 20.4 | 0.9 | 15.6 | 0.4 | 16.1 | 0.2 | < 0.01 | |
| Fat (g) | 11.8 | 1.0 | 11.5 | 0.4 | 8.4 | 0.1 | < 0.01 | |
| Carbohydrate (g) | 83.9 | 3.0 | 68.8 | 1.5 | 73.9 | 0.7 | < 0.01 | |
| INQ3) (scores) | 4.7 | 0.2 | 5.6 | 0.1 | 5.1 | 0.0 | 0.11 | |
| Lunch | ||||||||
| Percentage2) | 15.0 | 0.6 | 47.7 | 0.8 | 29.2 | 0.7 | < 0.01 | |
| Energy (kcal) | 395.4 | 8.1 | 426.0 | 5.2 | 442.1 | 5.9 | < 0.01 | |
| Protein (g) | 14.0 | 0.4 | 15.7 | 0.2 | 16.4 | 0.3 | < 0.01 | |
| Fat (g) | 8.6 | 0.3 | 9.0 | 0.2 | 8.6 | 0.2 | 0.93 | |
| Carbohydrate (g) | 66.5 | 1.4 | 71.5 | 0.9 | 75.6 | 1.0 | < 0.01 | |
| INQ3) (scores) | 4.9 | 0.1 | 5.6 | 0.0 | 5.3 | 0.1 | 0.02 | |
| Dinner | ||||||||
| Percentage2) | 3.7 | 0.3 | 41.6 | 0.7 | 49.2 | 0.7 | < 0.01 | |
| Energy (kcal) | 478.3 | 20.2 | 426.8 | 5.8 | 436.6 | 4.4 | 0.09 | |
| Protein (g) | 18.2 | 0.9 | 15.6 | 0.3 | 16.3 | 0.2 | 0.04 | |
| Fat (g) | 10.5 | 0.7 | 9.5 | 0.2 | 8.6 | 0.2 | 0.03 | |
| Carbohydrate (g) | 79.1 | 3.5 | 70.7 | 1.0 | 74.7 | 0.8 | 0.01 | |
| INQ3) (scores) | 4.8 | 0.1 | 6.1 | 0.0 | 5.2 | 0.0 | < 0.01 | |
Data are expressed as weighted % for categorical variables and as mean values for continuous variables, with SEs.
INQ, index of nutritional quality.
1)Analyzed using a weighted analysis of variance according to the meal procurement source.
2)As the number of participants who consumed workplace foodservice meals, eating out meals, and homemade meals was different for each meal type (breakfast, lunch, and dinner), each percentage is indicated in the first line of the table.
3)The INQ of each nutrient, including protein, fiber, calcium, potassium, iron, and vitamins A, B1, B2, B3, and C, was calculated as the ratio of the nutrient density of the actual intake to by the recommended nutrient intake or adequate intake from the dietary reference intakes for Koreans of the nutrient per 1,000 kcal according to age and sex.
Fig. 2Comparison of the INQ scores from total meals consumed in 1-day among study participants using a weighted linear regression analysis according to the frequency of workplace foodservices use. The intake of each nutrient, including protein, fiber, calcium, potassium, iron, and vitamins A, B1, B2, B3, and C, was calculated as a ratio of the actual consumed amount of a nutrient per 1,000 kcal to by the recommended nutrient intake or adequate intake from the dietary reference intakes for Koreans of the nutrient per 1,000 kcal according to age and sex. The ratio < 1.0 for each nutrient indicates insufficient nutrient intake, and the total number of these nutrients that were insufficiently ingested was regarded as the INQ score in this study. The mean INQ scores for the workers using workplace foodservices were as follows: never (n = 5,719), once (n = 908), twice (n = 177), and 3 times (n = 41) per day were 5.0 ± 0.03, 4.7 ± 0.1, 4.6 ± 0.2, and 4.4 ± 0.3, respectively (P < 0.01). Error bars represent the standard error of the average INQ scores.
INQ, index of nutritional quality.
Multivariate linear regression analysis to identify the independent clinical variables associated with index of nutritional quality1) after adjusting for all other covariates2) (n = 6,845)
| Variables | β | SE | t-value | ||
|---|---|---|---|---|---|
| Workplace food services3): no vs. yes | 0.29 | 0.09 | 3.32 | < 0.01 | |
| Age | −0.02 | < 0.01 | −4.86 | < 0.01 | |
| Men vs. women | −0.64 | 0.08 | −8.50 | < 0.01 | |
| Household income: | |||||
| Quartile 1 vs. 4 | 0.37 | 0.16 | 2.28 | 0.02 | |
| Quartile 2 vs. 4 | 0.39 | 0.10 | 3.80 | < 0.01 | |
| Quartile 3 vs. 4 | 0.25 | 0.09 | 2.73 | < 0.01 | |
| Education4): lower vs. higher | 0.16 | 0.08 | 2.03 | 0.04 | |
| Obesity5) | |||||
| Underweight vs. normal weight | 0.27 | 0.17 | 1.57 | 0.12 | |
| Obesity vs. normal weight | −0.20 | 0.07 | −2.66 | < 0.01 | |
| Current smoker6): no vs. yes | −0.38 | 0.09 | −4.44 | < 0.01 | |
| Heavy drinker7): no vs. yes | −0.59 | 0.09 | −6.54 | < 0.01 | |
| Adequate physical activity8): no vs. yes | 0.35 | 0.06 | 5.70 | < 0.01 | |
| Hypertension: no vs. yes | −0.30 | 0.09 | −3.29 | < 0.01 | |
| Total energy intake | < 0.01 | < 0.01 | 11.25 | < 0.01 | |
Adjusted R2: 0.19.
1)The index of nutritional quality of each nutrient, including protein, fiber, calcium, potassium, iron, and vitamins A, B1, B2, B3, and C, was calculated as the ratio of the nutrient density of the actual intake to by the recommended nutrient intake or adequate intake from the dietary reference intakes for Koreans of the nutrient per 1,000 kcal according to age and sex.
2)Covariates included age, sex, household income, marital status, educational level, occupation, smoking status, heavy drinking, adequate physical activity, obesity, chronic diseases (such as hypertension, diabetes, and dyslipidemia), meal procurement source, and the day of the dietary survey.
3)Using workplace foodservices for at least one meal per day.
4)Higher education, having at least a college degree.
5)Underweight, body mass index < 18.5 kg/m2; obesity, body mass index ≥ 25 kg/m2.
6)Participants who smoked at the time of the survey and had smoked ≥ 100 cigarettes in their lifetime.
7)Men who consumed 7 or more drinks and women who consumed 5 or more drinks at least twice a week.
8)Participants who engaged in moderately intense activities for at least 150 min during the week, vigorous-intensity activities for at least 75 min during the week, or an equivalent combination of moderate- and vigorous-intensity activities.