| Literature DB >> 35919288 |
Abstract
BACKGROUND/Entities:
Keywords: Food processing; diet surveys; dietary sugars; nutrition surveys
Year: 2021 PMID: 35919288 PMCID: PMC9314195 DOI: 10.4162/nrp.2022.16.4.476
Source DB: PubMed Journal: Nutr Res Pract ISSN: 1976-1457 Impact factor: 1.992
Distribution of study population
| Variable | No. | Weighted % | |
|---|---|---|---|
| Sex | |||
| Male | 9,440 | 50.6 | |
| Female | 11,635 | 49.4 | |
| Age group (yrs) | |||
| Children (0–18) | 4,417 | 17.4 | |
| Young adults (19–49) | 7,524 | 45.7 | |
| Middle-aged adults (50–64) | 4,663 | 22.9 | |
| Elderly (≥ 65) | 4,471 | 14.0 | |
| Residence | |||
| Urban | 17,203 | 85.1 | |
| Rural | 3,872 | 14.9 | |
| Household income | |||
| Low (Q1) | 3,720 | 14.8 | |
| Low-middle (Q2) | 5,298 | 24.5 | |
| High-middle (Q3) | 5,905 | 29.6 | |
| High (Q4) | 6,099 | 31.1 | |
This analysis was performed using 1-day 24-h dietary recall data from the KNHANES 2016–2018 (n = 21,075). The complex KNHANES sampling design and the sample weights were accounted for in this analysis.
KNHANES, Korea National Health and Nutrition Examination Survey.
Dietary intake of total energy and total sugars according to NOVA food groups and subgroups
| Food groups | Energy intake | Total sugars intake | Content of total sugars | ||||
|---|---|---|---|---|---|---|---|
| Absolute (kcal/day) | Relative (% TE) | Absolute (g/day) | Relative (% TE) | Relative (% TS) | % E1) | ||
| Unprocessed or minimally processed foods | 1,135.9 ± 6.9 | 59.2 ± 0.2 | 25.5 ± 0.3 | 5.5 ± 0.1 | 39.9 ± 0.3 | 9.4 ± 0.1 | |
| Fruits | 82.1 ± 1.4 | 4.5 ± 0.1 | 15.4 ± 0.3 | 3.4 ± 0.1 | 20.9 ± 0.3 | 48.0 ± 0.4 | |
| Vegetables2) | 57.6 ± 0.5 | 3.0 ± 0.0 | 4.9 ± 0.1 | 1.0 ± 0.0 | 10.3 ± 0.1 | 33.4 ± 0.2 | |
| Milk and plain yogurts | 42.0 ± 0.9 | 2.4 ± 0.0 | 2.9 ± 0.1 | 0.7 ± 0.0 | 4.9 ± 0.1 | 7.8 ± 0.1 | |
| Potatoes | 30.8 ± 1.2 | 1.6 ± 0.1 | 1.6 ± 0.1 | 0.3 ± 0.0 | 1.9 ± 0.1 | 2.7 ± 0.1 | |
| Legumes, nuts and seeds | 34.3 ± 0.7 | 1.8 ± 0.0 | 0.4 ± 0.0 | 0.1 ± 0.0 | 0.8 ± 0.0 | 2.2 ± - | |
| Grains | 613.2 ± 4.5 | 33.3 ± 0.2 | 0.3 ± 0.0 | 0.1 ± 0.0 | 0.8 ± 0.0 | 0.2 ± - | |
| Eggs | 45.3 ± 0.8 | 2.3 ± 0.0 | 0.1 ± 0.0 | 0.0 ± 0.0 | 0.2 ± 0.0 | 0.3 ± - | |
| Fish and sea foods | 39.9 ± 0.9 | 1.9 ± 0.0 | 0.0 ± 0.0 | 0.0 ± 0.0 | 0.1 ± 0.0 | 0.3 ± - | |
| Coffee and tea without sugar | 3.9 ± 0.1 | 0.2 ± 0.0 | 0.0 ± 0.0 | 0.0 ± 0.0 | 0.0 ± 0.0 | 0.2 ± - | |
| Meats | 186.9 ± 3.7 | 8.2 ± 0.1 | 0.0 ± 0.0 | 0.0 ± 0.0 | 0.0 ± 0.0 | 0.0 ± 0.0 | |
| Processed culinary ingredients | 85.2 ± 1.2 | 4.0 ± 0.0 | 3.7 ± 0.1 | 0.7 ± 0.0 | 6.3 ± 0.1 | 18.3 ± 0.2 | |
| Sugars3) | 18.6 ± 0.3 | 0.9 ± 0.0 | 3.6 ± 0.1 | 0.7 ± 0.0 | 6.3 ± 0.1 | 59.5 ± 0.4 | |
| Animal fats | 5.4 ± 0.4 | 0.2 ± 0.0 | 0.0 ± 0.0 | 0.0 ± 0.0 | 0.0 ± 0.0 | 0.1 ± 0.0 | |
| Salt, vinegars, and others | 0.0 ± 0.0 | 0.0 ± 0.0 | 0.0 ± 0.0 | 0.0 ± 0.0 | 0.0 ± 0.0 | 0.7 ± 0.0 | |
| Starch | 3.5 ± 0.2 | 0.1 ± 0.0 | 0.0 ± 0.0 | 0.0 ± 0.0 | 0.0 ± 0.0 | 0.0 ± 0.0 | |
| Plant oils | 57.6 ± 0.8 | 2.7 ± 0.0 | 0.0 ± 0.0 | 0.0 ± 0.0 | 0.0 ± 0.0 | 0.0 ± 0.0 | |
| Processed foods | 225.1 ± 3.5 | 10.6 ± 0.1 | 4.1 ± 0.1 | 0.8 ± 0.0 | 8.8 ± 0.1 | 15.6 ± 0.2 | |
| Salted or pickled vegetables4) | 31.0 ± 0.3 | 1.7 ± 0.0 | 2.5 ± 0.0 | 0.5 ± 0.0 | 6.1 ± 0.1 | 28.6 ± 0.1 | |
| Fruit jams, canned fruits | 4.8 ± 0.2 | 0.2 ± 0.0 | 0.9 ± 0.0 | 0.2 ± 0.0 | 1.3 ± 0.1 | 25.6 ± 0.4 | |
| Noodles, starchy jello | 122.1 ± 2.8 | 5.6 ± 0.1 | 0.3 ± 0.0 | 0.1 ± 0.0 | 0.6 ± 0.0 | 0.6 ± 0.0 | |
| Fermented alcoholic beverages | 36.2 ± 1.3 | 1.4 ± 0.0 | 0.2 ± 0.0 | 0.0 ± 0.0 | 0.5 ± 0.0 | 0.3 ± 0.0 | |
| Canned or bottled fish and sea foods | 10.8 ± 0.3 | 0.6 ± 0.0 | 0.1 ± 0.0 | 0.0 ± 0.0 | 0.2 ± 0.0 | 1.2 ± 0.1 | |
| Others (seasoned nuts, seeds, etc.) | 1.8 ± 0.2 | 0.1 ± 0.0 | 0.0 ± 0.0 | 0.0 ± 0.0 | 0.0 ± 0.0 | 0.4 ± 0.0 | |
| Soybean curd | 18.5 ± 0.5 | 0.9 ± 0.0 | 0.0 ± 0.0 | 0.0 ± 0.0 | 0.1 ± 0.0 | 0.2 ± 0.0 | |
| Ultra-processed foods | 549.7 ± 5.7 | 26.2 ± 0.2 | 29.8 ± 0.4 | 6.0 ± 0.1 | 44.9 ± 0.3 | 25.0 ± 0.2 | |
| Sugar-sweetened beverages5) | 46.3 ± 0.8 | 2.5 ± 0.0 | 5.5 ± 0.1 | 1.5 ± 0.0 | 10.0 ± 0.2 | 19.8 ± 0.3 | |
| Soft drinks, fruit and vegetable drinks | 33.8 ± 0.9 | 1.6 ± 0.0 | 7.7 ± 0.2 | 1.2 ± 0.0 | 8.9 ± 0.2 | 26.1 ± 0.5 | |
| Sweetened milk and its products | 42.8 ± 1.0 | 2.3 ± 0.1 | 4.7 ± 0.1 | 1.0 ± 0.0 | 6.7 ± 0.1 | 12.1 ± 0.2 | |
| Cereals, breads, cakes, sandwiches, etc. | 140.7 ± 2.7 | 6.8 ± 0.1 | 4.7 ± 0.1 | 0.9 ± 0.0 | 6.7 ± 0.1 | 5.9 ± 0.1 | |
| Traditional sauce | 31.1 ± 0.4 | 1.5 ± 0.0 | 2.2 ± 0.0 | 0.4 ± 0.0 | 4.4 ± 0.1 | 18.5 ± 0.2 | |
| Confectionary | 12.9 ± 0.6 | 0.7 ± 0.0 | 1.6 ± 0.1 | 0.3 ± 0.0 | 2.1 ± 0.1 | 6.3 ± 0.2 | |
| Others (instant sauce, condiments, etc.) | 31.7 ± 0.8 | 1.5 ± 0.0 | 1.4 ± 0.0 | 0.3 ± 0.0 | 2.5 ± 0.1 | 23.4 ± 0.3 | |
| Cookies, chips, and snacks | 37.5 ± 1.2 | 1.9 ± 0.1 | 1.2 ± 0.1 | 0.2 ± 0.0 | 1.9 ± 0.1 | 2.5 ± 0.1 | |
| Fish and meat processed foods | 52.6 ± 1.5 | 2.5 ± 0.1 | 0.4 ± 0.0 | 0.1 ± 0.0 | 0.9 ± 0.0 | 2.7 ± 0.1 | |
| Instant noodles and dumplings | 37.0 ± 1.4 | 1.9 ± 0.1 | 0.3 ± 0.0 | 0.1 ± 0.0 | 0.7 ± 0.0 | 0.3 ± 0.0 | |
| Instant cooked rice, soup, and other dishes | 13.1 ± 0.6 | 0.7 ± 0.0 | 0.1 ± 0.0 | 0.0 ± 0.0 | 0.1 ± 0.0 | 0.4 ± 0.0 | |
| Distilled alcoholic beverages | 70.1 ± 2.5 | 2.4 ± 0.1 | 0.1 ± 0.0 | 0.0 ± 0.0 | 0.1 ± 0.0 | 0.6 ± 0.0 | |
| Total | 1,996 ± 1 | 100 | 63.1 | 13.0 | 100 | 13.0 | |
Data are presented as mean ± SE.
This analysis was performed using 1-day 24-h dietary recall data from the KNHANES 2016–2018 (n = 21,075). The complex KNHANES sampling design and the sample weights were accounted for in this analysis.
TE, total energy intake; TS, total sugars intake; KNHANES, Korea National Health and Nutrition Examination Survey.
1)% of energy from total sugars intake within each food group.
2)Vegetables include mushrooms and seaweeds.
3)Sugars include sugar, honey, and molasses.
4)Salted or pickled vegetables include diverse types of kimchi.
5)Sugar-sweetened beverages include coffee or tea products with added sugar or milk, cocoa, or other sugar-sweetened beverages.
Dietary intake of total energy and total sugars according to NOVA food groups by sex and age groups
| Food groups | Energy intake | Total sugars intake | Content of total sugars | |||||
|---|---|---|---|---|---|---|---|---|
| Absolute (kcal/day) | Relative (% TE) | Absolute (g/day) | Relative (% TE) | Relative (% TS) | % E1) | |||
| Sex | ||||||||
| Male (n = 9,440) | 2,329.2 ± 15.8 | 67.7 ± 0.7 | 11.9 ± 0.1 | |||||
| Unprocessed or minimally processed foods | 1,291.2 ± 10.4 | 57.7 ± 0.3 | 24.6 ± 0.4 | 4.5 ± 0.1 | 36.1 ± 0.4 | 7.9 ± 0.1 | ||
| Processed culinary ingredients | 97.9 ± 1.7 | 4.0 ± 0.1 | 3.9 ± 0.1 | 0.7 ± 0.02 | 6.4 ± 0.1 | 17.6 ± 0.3 | ||
| Processed foods | 276.9 ± 5.2 | 11.2 ± 0.2 | 4.6 ± 0.1 | 0.8 ± 0.01 | 9.6 ± 0.2 | 15.0 ± 0.2 | ||
| Ultra-processed foods | 663.2 ± 8.7 | 27.1 ± 0.3 | 34.6 ± 0.5 | 6.0 ± 0.1 | 47.9 ± 0.4 | 24.8 ± 0.2 | ||
| Female (n = 11,635) | 1,654.72) ± 9.1 | 58.32) ± 0.5 | 14.12) ± 0.1 | |||||
| Unprocessed or minimally processed foods | 977.02) ± 6.3 | 60.82) ± 0.3 | 26.52) ± 0.4 | 6.52) ± 0.1 | 43.82) ± 0.4 | 10.92) ± 0.1 | ||
| Processed culinary ingredients | 72.12) ± 1.2 | 4.12) ± 0.1 | 3.42) ± 0.1 | 0.82) ± 0.02 | 6.32) ± 0.1 | 19.12) ± 0.3 | ||
| Processed foods | 172.02) ± 3.1 | 9.92) ± 0.2 | 3.52) ± 0.1 | 0.9 ± 0.02 | 8.12) ± 0.1 | 16.32) ± 0.2 | ||
| Ultra-processed foods | 433.62) ± 5.4 | 25.32) ± 0.3 | 24.92) ± 0.4 | 6.0 ± 0.1 | 41.92) ± 0.4 | 25.1 ± 0.2 | ||
| Age group (yrs) | ||||||||
| Children (aged 1–18; n = 4,417) | 1,828.5 ± 18.7 | 66.6 ± 0.9 | 14.9 ± 0.1 | |||||
| Unprocessed or minimally processed foods | 1,007.2 ± 11.2 | 56.7 ± 0.4 | 22.0 ± 0.5 | 5.2 ± 0.1 | 35.5 ± 0.5 | 9.3 ± 0.2 | ||
| Processed culinary ingredients | 82.3 ± 2.2 | 4.2 ± 0.1 | 2.6 ± 0.1 | 0.5 ± 0.02 | 4.4 ± 0.1 | 14.7 ± 0.4 | ||
| Processed foods | 148.5 ± 5.1 | 7.6 ± 0.2 | 2.5 ± 0.1 | 0.5 ± 0.02 | 4.6 ± 0.2 | 14.5 ± 0.4 | ||
| Ultra-processed foods | 590.6 ± 10.3 | 31.5 ± 0.4 | 39.5 ± 0.8 | 8.7 ± 0.1 | 55.5 ± 0.6 | 28.2 ± 0.3 | ||
| Young adults (aged 19–49; n = 7,524) | 2,174.4 ± 17.3 | 65.8 ± 0.7 | 12.6 ± 0.1 | |||||
| Unprocessed or minimally processed foods | 1,121.4 ± 11.0 | 53.3 ± 0.3 | 22.1 ± 0.4 | 4.4 ± 0.1 | 34.0 ± 0.4 | 8.7 ± 0.2 | ||
| Processed culinary ingredients | 105.7 ± 1.9 | 4.7 ± 0.1 | 4.4 ± 0.1 | 0.8 ± 0.02 | 7.5 ± 0.2 | 18.7 ± 0.3 | ||
| Processed foods | 273.6 ± 5.6 | 12.1 ± 0.2 | 4.4 ± 0.1 | 0.9 ± 0.02 | 9.3 ± 0.2 | 14.5 ± 0.2 | ||
| Ultra-processed foods | 673.7 ± 8.7 | 29.9 ± 0.3 | 34.8 ± 0.6 | 6.5 ± 0.1 | 49.2 ± 0.4 | 23.8 ± 0.2 | ||
| Middle-aged adults (aged 50–64; n = 4,663) | 1,989.2 ± 16.4 | 63.5 ± 0.8 | 13.2* ± 0.1 | |||||
| Unprocessed or minimally processed foods | 1,244.7 ± 10.9 | 64.8 ± 0.4 | 33.7 ± 0.6 | 7.2 ± 0.1 | 48.9 ± 0.5 | 11.0 ± 0.2 | ||
| Processed culinary ingredients | 69.6 ± 1.5 | 3.3 ± 0.1 | 3.3 ± 0.1 | 0.7 ± 0.02 | 5.7 ± 0.2 | 19.3 ± 0.4 | ||
| Processed foods | 230.3 ± 5.9 | 10.8 ± 0.2 | 4.9 ± 0.1 | 1.0 ± 0.02 | 10.3 ± 0.2 | 16.8 ± 0.3 | ||
| Ultra-processed foods | 444.6 ± 8.3 | 21.0 ± 0.3 | 21.5 ± 0.5 | 4.4 ± 0.1 | 35.1 ± 0.5 | 24.2 ± 0.3 | ||
| Elderly (aged 65+; n = 4,471) | 1,630.42) ± 14.5 | 49.02) ± 0.8 | 11.92) ± 0.2 | |||||
| Unprocessed or minimally processed foods | 1,165.52) ± 11.3 | 72.82) ± 0.3 | 27.52) ± 0.7 | 6.62) ± 0.1 | 50.22) ± 0.7 | 9.32) ± 0.2 | ||
| Processed culinary ingredients | 47.02) ± 1.4 | 2.72) ± 0.1 | 2.92) ± 0.2 | 0.72) ± 0.04 | 5.92) ± 0.2 | 20.12) ± 0.6 | ||
| Processed foods | 153.02) ± 4.5 | 8.72) ± 0.2 | 3.62) ± 0.1 | 0.92) ± 0.03 | 10.32) ± 0.3 | 18.72) ± 0.3 | ||
| Ultra-processed foods | 264.82) ± 5.7 | 15.82) ± 0.3 | 15.02) ± 0.3 | 3.72) ± 0.1 | 33.62) ± 0.6 | 26.22) ± 0.3 | ||
Data are presented as mean ± SE.
This analysis was performed using 1-day 24-h dietary recall data from the KNHANES 2016–2018 (n = 21,075). The complex KNHANES sampling design and the sample weights were accounted for in this analysis.
TE, total energy intake; TS, total sugars intake; KNHANES, Korea National Health and Nutrition Examination Survey.
1)% of energy from total sugars intake within each food group.
2)P-value < 0.05 of differences in mean dietary intakes between sex and age groups.
Associations between dietary contribution of UPF and total sugars intake
| Dietary contribution of UPF (% TE) | Total sugars intake (% TE) | Excessive sugars intake (≥ 20% TE from total sugars) | ||||||
|---|---|---|---|---|---|---|---|---|
| Quartile | Mean (range) | Mean ± SE | % | SE | PR (95% CI) | adjPR (95% CI) | ||
| Total (n = 21,075) | 26.2 | 13.0 | 15.8 | |||||
| 1st | 5.4 (0–10.6) | 10.9 ± 0.1 | 11.9 | 0.5 | 1.00 | 1.00 | ||
| 2nd | 15.8 (10.6–21.4) | 12.4 ± 0.1 | 11.4 | 0.6 | 0.95 (0.82–1.09) | 0.97 (0.84–1.12) | ||
| 3rd | 28.2 (21.4–35.9) | 13.5 ± 0.1 | 15.5 | 0.6 | 1.36 (1.19–1.55) | 1.42 (1.24–1.62) | ||
| 4th | 50.8 (35.9–100) | 14.8 ± 0.1 | 23.2 | 0.7 | 2.23 (1.96–2.54) | 2.40 (2.10–2.75) | ||
| < 0.0011) | < 0.0012) | < 0.0013) | ||||||
| Sex | ||||||||
| Male (n = 9,440) | 27.1 | 11.9 | 12.1 | |||||
| 1st | 6.1 (0–11.7) | 9.5 ± 0.2 | 6.4 | 0.6 | 1.00 | 1.00 | ||
| 2nd | 17.1 (11.7–22.8) | 11.8 ± 0.2 | 9.5 | 0.8 | 1.52 (1.20–1.94) | 1.50 (1.17–1.92) | ||
| 3rd | 29.5 (22.8–36.9) | 12.7 ± 0.2 | 13.1 | 0.8 | 2.20 (1.72–2.81) | 2.12 (1.65–2.72) | ||
| 4th | 51.3 (36.9–100) | 13.4 ± 0.2 | 18.3 | 0.9 | 3.27 (2.58–4.15) | 3.21 (2.52–4.07) | ||
| < 0.001 | < 0.001 | < 0.001 | ||||||
| Female (n = 11,635) | 25.3 | 14.1 | 19.5 | |||||
| 1st | 4.8 (0–9.8) | 12.1 ± 0.2 | 16.7 | 0.8 | 1.00 | 1.00 | ||
| 2nd | 14.8 (9.8–20.3) | 13.2 ± 0.2 | 13.9 | 0.8 | 0.80 (0.67–0.96) | 0.81 (0.68–0.97) | ||
| 3rd | 27.1 (20.3–34.8) | 14.4 ± 0.1 | 17.7 | 0.8 | 1.07 (0.91–1.26) | 1.09 (0.93–1.29) | ||
| 4th | 50.4 (34.8–100) | 16.5 ± 0.2 | 28.8 | 1.0 | 2.02 (1.74–2.35) | 2.16 (1.84–2.53) | ||
| < 0.001 | < 0.001 | < 0.001 | ||||||
| Age group (yrs) | ||||||||
| Children (aged 1–18; n = 4,417) | 31.5 | 14.9 | 21.1 | |||||
| 1st | 10.9 (0–18.0) | 11.8 ± 0.2 | 9.2 | 0.9 | 1.00 | 1.00 | ||
| 2nd | 23.6 (18.0–28.9) | 13.5 ± 0.2 | 12.6 | 1.2 | 1.42 (1.07–1.88) | 1.42 (1.07–1.89) | ||
| 3rd | 34.9 (28.9–42.0) | 15.7 ± 0.2 | 22.8 | 1.5 | 2.92 (2.23–3.83) | 2.92 (2.23–3.82) | ||
| 4th | 54.4 (42.0–100) | 18.4 ± 0.3 | 38.4 | 1.8 | 6.16 (4.80–7.90) | 6.24 (4.86–8.00) | ||
| < 0.001 | < 0.001 | < 0.001 | ||||||
| Young adults (aged 19–49; n = 7,524) | 29.9 | 12.6 | 13.9 | |||||
| 1st | 8.0 (0–14.6) | 10.2 ± 0.2 | 9.1 | 0.8 | 1.00 | 1.00 | ||
| 2nd | 20.2 (14.6–26.3) | 12.3 ± 0.2 | 10.5 | 0.8 | 1.17 (0.92–1.78) | 1.19 (0.94–1.50) | ||
| 3rd | 33.2 (26.3–41.2) | 13.1 ± 0.2 | 14.6 | 0.9 | 1.70 (1.35–2.14) | 1.80 (1.43–2.67) | ||
| 4th | 56.0 (41.2–100) | 14.4 ± 0.2 | 20.8 | 1.1 | 2.61 (2.07–3.28) | 2.70 (2.15–3.40) | ||
| < 0.001 | < 0.001 | < 0.001 | ||||||
| Middle-aged adults (aged 50–64; n = 4,663) | 21.0 | 13.2 | 17.1 | |||||
| 1st | 4.1 (0–8.2) | 12.4 ± 0.3 | 16.4 | 1.3 | 1.00 | 1.00 | ||
| 2nd | 12.5 (8.2–17.2) | 13.2 ± 0.2 | 15.1 | 1.3 | 0.91 (0.70–1.17) | 0.92 (0.71–1.20) | ||
| 3rd | 22.9 (17.2–29.4) | 14.0 ± 0.2 | 19.1 | 1.3 | 1.21 (0.95–1.53) | 1.28 (1.01–1.63) | ||
| 4th | 43.0 (29.4–94.9) | 13.1 ± 0.3 | 17.7 | 1.3 | 1.10 (0.85–1.41) | 1.20 (0.93–1.54) | ||
| < 0.001 | 0.208 | 0.043 | ||||||
| Elderly (aged 65+; n = 4,471) | 15.8 | 11.9 | 13.1 | |||||
| 1st | 2.5 (0–5.3) | 10.1 ± 0.3 | 12.6 | 1.3 | 1.00 | 1.00 | ||
| 2nd | 8.4 (5.3–11.7) | 11.0 ± 0.2 | 8.5 | 1.0 | 0.65 (0.45–0.92) | 0.64 (0.44–0.91) | ||
| 3rd | 16.2 (11.7–22.3) | 13.1 ± 0.3 | 14.4 | 1.3 | 1.16 (0.85–1.60) | 1.24 (0.90–1.71) | ||
| 4th | 36.3 (22.3–100) | 13.6 ± 0.3 | 16.9 | 1.3 | 1.41 (1.05–1.19) | 1.43 (1.07–1.93) | ||
| < 0.001 | < 0.001 | < 0.001 | ||||||
This analysis was performed using 1-day 24-h dietary recall data from the KNHANES 2016–2018 (n = 21,075). The complex KNHANES sampling design and the sample weights were accounted for in this analysis.
UPF, ultra-processed foods; TE, total energy intake; PR, prevalence ratio; CI, confidence interval; adjPR, adjusted prevalence ratio; KNHANES, Korea National Health and Nutrition Examination Survey.
1)P-values of differences in total sugars intake (% TE) across quartiles of UPF consumption were derived from linear regression analyses after adjustment for sex, age group, residence area, and income.
2)P for trend of crude PR of excessive total sugars intake across quartiles of UPF consumption.
3)P for trend of adjPR of excessive total sugars intake across quartiles of UPF consumption. Sex, age group, residence area, and income were mutually adjusted in the analyses of the entire population and each subgroup.
Associations between dietary contribution of UPF and total sugars intake from PF and UPF
| Dietary contribution of UPF (% TE) | Total sugars intake (% TE) | Excessive sugars intake (> 10% TE from total sugars of PF and UPF) | ||||||
|---|---|---|---|---|---|---|---|---|
| Quartile | Mean (range) | Mean ± SE | % | SE | PR (95% CI) | adjPR (95% CI) | ||
| Total (n = 21,075) | 26.2 | 6.8 | 22.1 | |||||
| 1st | 5.4 (0–10.6) | 2.7 ± 0.04 | 0.9 | 0.2 | 1.0 | 1.0 | ||
| 2nd | 15.8 (10.6–21.4) | 5.5 ± 0.05 | 8.0 | 0.4 | 9.5 (6.6–13.7) | 8.7 (6.0–12.5) | ||
| 3rd | 28.2 (21.4–35.9) | 7.7 ± 0.08 | 27.4 | 0.8 | 41.3 (28.9–59.0) | 35.7 (24.9–51.1) | ||
| 4th | 50.8 (35.9–100) | 10.7 ± 0.1 | 47.2 | 0.9 | 97.6 (68.7–138.5) | 81.4 (57.2–115.9) | ||
| < 0.0011) | < 0.0012) | < 0.0013) | ||||||
| Sex | ||||||||
| Male (n = 9,440) | 27.1 | 6.8 | 21.9 | |||||
| 1st | 6.1 (0–11.7) | 2.9 ± 0.04 | 0.9 | 0.2 | 1.0 | 1.0 | ||
| 2nd | 17.1 (11.7–22.8) | 5.8 ± 0.08 | 9.9 | 0.7 | 12.5 (7.0–22.5) | 11.2 (6.3–20.2) | ||
| 3rd | 29.5 (22.8–36.9) | 7.8 ± 0.1 | 29.1 | 1.1 | 47.2 (26.6–83.6) | 39.8 (22.4–70.8) | ||
| 4th | 51.3 (36.9–100) | 10.0 ± 0.2 | 43.3 | 1.3 | 87.5 (50.2–152.5) | 71.1 (40.7–124.1) | ||
| < 0.001 | < 0.001 | < 0.001 | ||||||
| Female (n = 11,635) | 25.3 | 6.8 | 22.3 | |||||
| 1st | 4.8 (0–9.8) | 2.4 ± 0.05 | 1.0 | 0.2 | 1.0 | 1.0 | ||
| 2nd | 14.8 (9.8–20.3) | 5.2 ± 0.07 | 7.0 | 0.5 | 7.7 (4.9–12.3) | 7.2 (4.5–11.5) | ||
| 3rd | 27.1 (20.3–34.8) | 7.5 ± 0.1 | 25.3 | 1.0 | 34.7 (22.1–54.5) | 30.5 (19.4–47.9) | ||
| 4th | 50.4 (34.8–100) | 11.4 ± 0.2 | 51.6 | 1.1 | 109.2 (69.5–171.7) | 93.0 (58.9–146.7) | ||
| < 0.001 | < 0.001 | < 0.001 | ||||||
| Age group (yrs) | ||||||||
| Children (aged 1–18; n = 4,417) | 31.5 | 9.2 | 37.3 | |||||
| 1st | 10.9 (0–18.0) | 4.0 ± 0.1 | 3.6 | 0.6 | 1.0 | 1.0 | ||
| 2nd | 23.6 (18.0–28.9) | 7.4 ± 0.1 | 25.5 | 1.6 | 9.2 (6.4–13.5) | 9.3 (6.4–13.4) | ||
| 3rd | 34.9 (28.9–42.0) | 10.3 ± 0.2 | 48.2 | 1.8 | 25.2 (17.3–36.8) | 25.3 (17.3–37.0) | ||
| 4th | 54.4 (42.0–100) | 14.5 ± 0.3 | 68.5 | 1.6 | 59.0 (40.7–85.6) | 59.4 (40.9–86.2) | ||
| < 0.001 | < 0.001 | < 0.001 | ||||||
| Young adults (aged 19–49; n = 7,524) | 29.9 | 7.3 | 25.0 | |||||
| 1st | 8.0 (0–14.6) | 3.4 ± 0.1 | 1.9 | 0.4 | 1.0 | 1.0 | ||
| 2nd | 20.2 (14.6–26.3) | 6.5 ± 0.1 | 16.5 | 1.0 | 10.4 (6.5–16.5) | 10.6 (6.7–16.8) | ||
| 3rd | 33.2 (26.3–41.2) | 8.3 ± 0.1 | 32.5 | 1.2 | 25.2 (16.1–39.4) | 25.8 (16.5–40.3) | ||
| 4th | 56.0 (41.2–100) | 10.7 ± 0.2 | 47.2 | 1.5 | 46.8 (29.8–73.5) | 47.7 (30.3–75.1) | ||
| < 0.001 | < 0.001 | < 0.001 | ||||||
| Middle-aged adults (aged 50–64; n = 4,663) | 21.0 | 5.4 | 12.5 | |||||
| 1st | 4.1 (0–8.2) | 2.4 ± 0.1 | 0.5 | 0.2 | 1.0 | 1.0 | ||
| 2nd | 12.5 (8.2–17.2) | 4.8 ± 0.1 | 3.3 | 0.6 | 6.44 (2.8–14.9) | 6.7 (2.9–15.5) | ||
| 3rd | 22.9 (17.2–29.4) | 6.4 ± 0.1 | 17.7 | 1.3 | 41.0 (18.6–90.6) | 44.2 (20.1–97.3) | ||
| 4th | 43.0 (29.4–94.9) | 7.7 ± 0.2 | 27.6 | 1.6 | 72.9 (33.2–160.0) | 80.8 (36.9–176.7) | ||
| < 0.001 | < 0.001 | < 0.001 | ||||||
| Elderly (aged 65+; n = 4,471) | 15.8 | 4.6 | 9.0 | |||||
| 1st | 2.5 (0–5.3) | 1.7 ± 0.1 | 0.9 | 0.3 | 1.0 | 1.0 | ||
| 2nd | 8.4 (5.3–11.7) | 3.8 ± 0.1 | 1.2 | 0.4 | 1.3 (0.5–3.4) | 1.4 (0.6–3.4) | ||
| 3rd | 16.2 (11.7–22.3) | 5.6 ± 0.1 | 7.2 | 0.8 | 8.4 (4.0–17.4) | 8.7 (4.2–18.1) | ||
| 4th | 36.3 (22.3–100) | 7.5 ± 0.2 | 27.1 | 1.6 | 39.9 (9.9–79.9) | 42.3 (21.2–84.5) | ||
| < 0.001 | < 0.001 | < 0.001 | ||||||
This analysis was performed using 1-day 24-h dietary recall data from the KNHANES 2016–2018 (n = 21,075). The complex KNHANES sampling design and the sample weights were accounted for in this analysis.
TE, total energy intake; PF, processed foods; UPF, ultra-processed foods; PR, prevalence ratio; CI, confidence interval; adjPR, adjusted prevalence ratio; KNHANES, Korea National Health and Nutrition Examination Survey.
1)P-values of differences in total sugars intake (% TE) across quartiles of UPF consumption were derived from linear regression analyses after adjustment for sex, age group, residence area, and income.
2)P for trend of crude PR of excessive total sugars intake across quartiles of UPF consumption.
3)P for trend of adjPR of excessive total sugars intake across quartiles of UPF consumption. Sex, age group, residence area, and income were mutually adjusted in the analyses of the entire population and each subgroup.