, Sim-Yeol Lee2),†
1)Adjunct Professor, Department of Home Economics Education, Dongguk University, Seoul, Korea
2)Professor, Department of Home Economics Education, Dongguk University, Seoul, Korea
© 2025 The Korean Society of Community Nutrition
This is an Open-Access article distributed under the terms of the Creative Commons Attribution Non-Commercial License (http://creativecommons.org/licenses/by-nc/4.0) which permits unrestricted non-commercial use, distribution, and reproduction in any medium, provided the original work is properly cited.
CONFLICT OF INTEREST
There are no financial or other issues that might lead to a conflict of interest.
FUNDING
None.
DATA AVAILABILITY
Data supporting the findings of this study are openly available from the KNHANES at https://knhanes.kdca.
| Variable | Q11) (n = 430) | Q2 (n = 437) | Q3(n = 425) | Q4 (n = 428) | P-value2) |
|---|---|---|---|---|---|
| Energy intake from ultra-processed food (kcal) | 222.12 ± 8.14 | 506.15 ± 10.40 | 773.72 ± 17.95 | 1,154.77 ± 24.59 | < 0.001 |
| Sex | |||||
| Boys | 262 (62.26) | 227 (52.55) | 225 (51.60) | 206 (48.04) | 0.002 |
| Girls | 168 (37.74) | 210 (47.45) | 200 (48.40) | 222 (51.96) | |
| Age (year) | |||||
| 12–14 | 210 (39.53) | 233 (43.80) | 217 (40.64) | 201 (37.73) | 0.388 |
| 15–18 | 220 (60.47) | 204 (56.20) | 208 (59.36) | 227 (62.27) | |
| Residential Area | |||||
| Metropolitan | 171 (44.25) | 185 (45.26) | 162 (41.88) | 177 (44.28) | 0.667 |
| Urban | 175 (42.18) | 175 (42.03) | 187 (47.86) | 166 (42.53) | |
| Rural | 68 (13.57) | 64 (12.70) | 62 (10.26) | 72 (13.19) | |
| Household income level | |||||
| Low | 49 (12.14) | 21 (5.38) | 37 (7.45) | 30 (6.18) | 0.011 |
| Mid-low | 105 (22.22) | 99 (21.66) | 113 (26.26) | 132 (29.18) | |
| Mid-high | 143 (35.77) | 162 (38.50) | 145 (35.81) | 134 (31.85) | |
| High | 131 (29.87) | 154 (34.50) | 128 (30.48) | 131 (32.80) |
| Variable | Q11) (n = 430) | Q2 (n = 437) | Q3 (n = 425) | Q4 (n = 428) | P for trend2) |
|---|---|---|---|---|---|
| Energy | 79.39 ± 1.64 | 86.08 ± 1.49 | 87.13 ± 1.74 | 83.73 ± 1.66 | 0.140 |
| Protein | 141.48 ± 1.71 | 138.60 ± 1.83 | 133.51 ± 2.05 | 122.47 ± 2.11 | < 0.001 |
| Vitamin A | 52.72 ± 2.02 | 55.73 ± 2.07 | 56.39 ± 2.36 | 45.15 ± 1.89 | < 0.001 |
| Vitamin B1 | 123.38 ± 2.60 | 111.22 ± 2.47 | 108.97 ± 3.35 | 85.25 ± 2.09 | < 0.001 |
| Vitamin B2 | 108.98 ± 2.48 | 114.75 ± 2.49 | 124.14 ± 3.58 | 125.31 ± 3.26 | < 0.001 |
| Niacin | 87.17 ± 1.66 | 84.53 ± 1.86 | 82.20 ± 2.38 | 79.21 ± 2.62 | < 0.001 |
| Vitamin C | 67.46 ± 6.57 | 68.89 ± 3.90 | 58.08 ± 3.02 | 58.90 ± 3.49 | 0.124 |
| Calcium | 47.68 ± 1.39 | 53.68 ± 1.40 | 56.61 ± 1.41 | 58.51 ± 1.49 | < 0.001 |
| Phosphorus | 93.14 ± 1.07 | 90.21 ± 1.06 | 84.91 ± 0.99 | 78.65 ± 10.97 | < 0.001 |
| Sodium | 199.36 ± 4.42 | 198.90 ± 4.18 | 200.33 ± 4.18 | 206.56 ± 4.56 | 0.565 |
| Potassium | 71.26 ± 1.46 | 69.46 ± 1.25 | 62.75 ± 0.91 | 55.25 ± 0.86 | < 0.001 |
| Iron | 72.52 ± 2.61 | 67.68 ± 2.39 | 60.10 ± 1.33 | 56.12 ± 1.34 | < 0.001 |
Mean ± SE.
The multiple linear regression model was adjusted for age, sex, energy intake, and total energy intake for all other nutrients.
KDRI, Dietary Reference Intake for Koreans.
1)Levels of ultra-processed food intake were categorized into quartiles of % energy intake from ultra-processed food.
2)P for trend value was calculated by the multivariate linear regression tests.
| Rank | Q11) (n = 430) | Q2 (n = 437) | Q3 (n = 425) | Q4 (n = 428) | ||||
|---|---|---|---|---|---|---|---|---|
| Group | weighted % | Group | weighted % | Group | weighted % | Group | weighted % | |
| 1 | Desserts, cakes, and ice cream | 2.292) | Desserts, cakes, and ice cream | 5.52 | Instant noodles and dumplings | 9.23 | Instant noodles and dumplings | 18.57 |
| 2 | Sauces, spreads, and condiments | 2.24 | Instant noodles and dumplings | 4.99 | Desserts, cakes, and ice cream | 9.06 | Desserts, cakes, and ice cream | 13.63 |
| 3 | Processed fish, meats, and eggs | 1.74 | Processed fish, meats, and eggs | 3.43 | Processed fish, meats, and eggs | 4.58 | Processed fish, meats, and eggs | 7.63 |
| 4 | Beverages | 1.41 | Sauces, spreads, and condiments | 2.14 | Beverages | 3.86 | Beverages | 6.43 |
| 5 | Instant noodles and dumplings | 1.22 | Dairy products | 2.14 | Sauces, spreads, and condiments | 3.34 | Sauces, spreads, and condiments | 3.67 |
| 6 | Dairy products | 1.03 | Bread and cereals | 1.53 | Dairy products | 2.53 | Dairy products | 3.65 |
| 7 | Bread and cereals | 0.66 | Beverages | 1.43 | Bread and cereals | 2.52 | Bread and cereals | 3.05 |
| 8 | Savory snacks | 0.38 | Savory snacks | 1.36 | Savory snacks | 2.01 | Savory snacks | 2.58 |
| 9 | Soy products | 0.15 | Fast foods | 0.30 | Fast foods | 0.60 | Fast foods | 1.17 |
| 10 | Processed fruits and vegetables | 0.04 | Soy products | 0.27 | Soy products | 0.33 | Soy products | 0.32 |
| 11 | Fast foods | 0.03 | Processed fruits and vegetables | 0.07 | Processed fruits and vegetables | 0.05 | Processed fruits and vegetables | 0.08 |
| Characteristics | Q11) (n = 430) | Q2 (n = 437) | Q3 (n = 425) | Q4 (n = 428) | P-value2) |
|---|---|---|---|---|---|
| Adequate fat intake | 248 (56.72)3) | 210 (51.55) | 159 (38.14) | 115 (28.65) | < 0.001 |
| Sodium intake < CDRR4) | 178 (43.65) | 154 (35.93) | 144 (33.44) | 157 (37.87) | 0.041 |
| Fruit & vegetable intake ≥ 500 g/day | 97 (21.31) | 62 (15.50) | 43 (9.26) | 18 (3.86) | < 0.001 |
| Checking nutrition label information in food selection | 105 (25.32) | 106 (25.89) | 119 (28.46) | 119 (28.19) | 0.720 |
| Score ≥ 25) | 205 (47.27) | 156 (38.33) | 126 (29.78) | 90 (22.18) | < 0.001 |
n (weighted %).
CDRR, chronic disease risk reduction intake.
1)Levels of ultra-processed food intake were categorized into quartiles of % energy intake from ultra-processed food.
2)P-value was calculated by the Rao-Scott χ2-tests.
3)n (weighted %) indicates the percentage of participants practicing a healthy diet to the total number of participants, calculated using PROC SURVEYFREQ.
4)The CDRR refers to the minimum intake of nutrients that reduces the risk of chronic disease in a healthy population.
5)The criteria for satisfying healthy dietary practices were for individuals to follow at least 2 out of the 4 specific guidelines.
| Characteristics | Q11) (n = 430) | Q2 (n = 437) | Q3 (n = 425) | Q4 (n = 428) | P for trend2) |
|---|---|---|---|---|---|
| Model 13) | 1.000 (Ref) | 0.723 (0.533–0.981) | 0.438 (0.319–0.603) | 0.286 (0.204–0.400) | < 0.001 |
| Model 24) | 1.000 (Ref) | 0.729 (0.535–0.994) | 0.425 (0.308–0.587) | 0.261 (0.184–0.371) | < 0.001 |
ORs (95% CIs).
ORs, odds ratios; CIs, confidence intervals.
1)Levels of ultra-processed food intake were categorized into quartiles of % energy intake from ultra-processed food.
2)P for trend value was calculated by the logistic regression tests.
3)Model 1 is unadjusted.
4)Model 2 is adjusted for sex, age, residential area, and household income level.
| Variable | Q1 |
Q2 (n = 437) | Q3(n = 425) | Q4 (n = 428) | P-value |
|---|---|---|---|---|---|
| Energy intake from ultra-processed food (kcal) | 222.12 ± 8.14 | 506.15 ± 10.40 | 773.72 ± 17.95 | 1,154.77 ± 24.59 | < 0.001 |
| Sex | |||||
| Boys | 262 (62.26) | 227 (52.55) | 225 (51.60) | 206 (48.04) | 0.002 |
| Girls | 168 (37.74) | 210 (47.45) | 200 (48.40) | 222 (51.96) | |
| Age (year) | |||||
| 12–14 | 210 (39.53) | 233 (43.80) | 217 (40.64) | 201 (37.73) | 0.388 |
| 15–18 | 220 (60.47) | 204 (56.20) | 208 (59.36) | 227 (62.27) | |
| Residential Area | |||||
| Metropolitan | 171 (44.25) | 185 (45.26) | 162 (41.88) | 177 (44.28) | 0.667 |
| Urban | 175 (42.18) | 175 (42.03) | 187 (47.86) | 166 (42.53) | |
| Rural | 68 (13.57) | 64 (12.70) | 62 (10.26) | 72 (13.19) | |
| Household income level | |||||
| Low | 49 (12.14) | 21 (5.38) | 37 (7.45) | 30 (6.18) | 0.011 |
| Mid-low | 105 (22.22) | 99 (21.66) | 113 (26.26) | 132 (29.18) | |
| Mid-high | 143 (35.77) | 162 (38.50) | 145 (35.81) | 134 (31.85) | |
| High | 131 (29.87) | 154 (34.50) | 128 (30.48) | 131 (32.80) |
| Variable | Q1 |
Q2 (n = 437) | Q3 (n = 425) | Q4 (n = 428) | P for trend |
|---|---|---|---|---|---|
| Energy | 79.39 ± 1.64 | 86.08 ± 1.49 | 87.13 ± 1.74 | 83.73 ± 1.66 | 0.140 |
| Protein | 141.48 ± 1.71 | 138.60 ± 1.83 | 133.51 ± 2.05 | 122.47 ± 2.11 | < 0.001 |
| Vitamin A | 52.72 ± 2.02 | 55.73 ± 2.07 | 56.39 ± 2.36 | 45.15 ± 1.89 | < 0.001 |
| Vitamin B1 | 123.38 ± 2.60 | 111.22 ± 2.47 | 108.97 ± 3.35 | 85.25 ± 2.09 | < 0.001 |
| Vitamin B2 | 108.98 ± 2.48 | 114.75 ± 2.49 | 124.14 ± 3.58 | 125.31 ± 3.26 | < 0.001 |
| Niacin | 87.17 ± 1.66 | 84.53 ± 1.86 | 82.20 ± 2.38 | 79.21 ± 2.62 | < 0.001 |
| Vitamin C | 67.46 ± 6.57 | 68.89 ± 3.90 | 58.08 ± 3.02 | 58.90 ± 3.49 | 0.124 |
| Calcium | 47.68 ± 1.39 | 53.68 ± 1.40 | 56.61 ± 1.41 | 58.51 ± 1.49 | < 0.001 |
| Phosphorus | 93.14 ± 1.07 | 90.21 ± 1.06 | 84.91 ± 0.99 | 78.65 ± 10.97 | < 0.001 |
| Sodium | 199.36 ± 4.42 | 198.90 ± 4.18 | 200.33 ± 4.18 | 206.56 ± 4.56 | 0.565 |
| Potassium | 71.26 ± 1.46 | 69.46 ± 1.25 | 62.75 ± 0.91 | 55.25 ± 0.86 | < 0.001 |
| Iron | 72.52 ± 2.61 | 67.68 ± 2.39 | 60.10 ± 1.33 | 56.12 ± 1.34 | < 0.001 |
| Rank | Q1 |
Q2 (n = 437) | Q3 (n = 425) | Q4 (n = 428) | ||||
|---|---|---|---|---|---|---|---|---|
| Group | weighted % | Group | weighted % | Group | weighted % | Group | weighted % | |
| 1 | Desserts, cakes, and ice cream | 2.29 |
Desserts, cakes, and ice cream | 5.52 | Instant noodles and dumplings | 9.23 | Instant noodles and dumplings | 18.57 |
| 2 | Sauces, spreads, and condiments | 2.24 | Instant noodles and dumplings | 4.99 | Desserts, cakes, and ice cream | 9.06 | Desserts, cakes, and ice cream | 13.63 |
| 3 | Processed fish, meats, and eggs | 1.74 | Processed fish, meats, and eggs | 3.43 | Processed fish, meats, and eggs | 4.58 | Processed fish, meats, and eggs | 7.63 |
| 4 | Beverages | 1.41 | Sauces, spreads, and condiments | 2.14 | Beverages | 3.86 | Beverages | 6.43 |
| 5 | Instant noodles and dumplings | 1.22 | Dairy products | 2.14 | Sauces, spreads, and condiments | 3.34 | Sauces, spreads, and condiments | 3.67 |
| 6 | Dairy products | 1.03 | Bread and cereals | 1.53 | Dairy products | 2.53 | Dairy products | 3.65 |
| 7 | Bread and cereals | 0.66 | Beverages | 1.43 | Bread and cereals | 2.52 | Bread and cereals | 3.05 |
| 8 | Savory snacks | 0.38 | Savory snacks | 1.36 | Savory snacks | 2.01 | Savory snacks | 2.58 |
| 9 | Soy products | 0.15 | Fast foods | 0.30 | Fast foods | 0.60 | Fast foods | 1.17 |
| 10 | Processed fruits and vegetables | 0.04 | Soy products | 0.27 | Soy products | 0.33 | Soy products | 0.32 |
| 11 | Fast foods | 0.03 | Processed fruits and vegetables | 0.07 | Processed fruits and vegetables | 0.05 | Processed fruits and vegetables | 0.08 |
| Characteristics | Q1 |
Q2 (n = 437) | Q3 (n = 425) | Q4 (n = 428) | P-value |
|---|---|---|---|---|---|
| Adequate fat intake | 248 (56.72) |
210 (51.55) | 159 (38.14) | 115 (28.65) | < 0.001 |
| Sodium intake < CDRR |
178 (43.65) | 154 (35.93) | 144 (33.44) | 157 (37.87) | 0.041 |
| Fruit & vegetable intake ≥ 500 g/day | 97 (21.31) | 62 (15.50) | 43 (9.26) | 18 (3.86) | < 0.001 |
| Checking nutrition label information in food selection | 105 (25.32) | 106 (25.89) | 119 (28.46) | 119 (28.19) | 0.720 |
| Score ≥ 2 |
205 (47.27) | 156 (38.33) | 126 (29.78) | 90 (22.18) | < 0.001 |
| Characteristics | Q1 |
Q2 (n = 437) | Q3 (n = 425) | Q4 (n = 428) | P for trend |
|---|---|---|---|---|---|
| Model 1 |
1.000 (Ref) | 0.723 (0.533–0.981) | 0.438 (0.319–0.603) | 0.286 (0.204–0.400) | < 0.001 |
| Model 2 |
1.000 (Ref) | 0.729 (0.535–0.994) | 0.425 (0.308–0.587) | 0.261 (0.184–0.371) | < 0.001 |
Mean ± SE or n (weighted %). Levels of ultra-processed food intake were categorized into quartiles of % energy intake from ultra-processed food.
Mean ± SE. The multiple linear regression model was adjusted for age, sex, energy intake, and total energy intake for all other nutrients. KDRI, Dietary Reference Intake for Koreans. Levels of ultra-processed food intake were categorized into quartiles of % energy intake from ultra-processed food.
UPF, ultra-processed food. Levels of ultra-processed food intake were categorized into quartiles of % energy intake from ultra-processed food. Relative contribution (weighted %) of each ultra-processed food subgroup to total ultra-processed food energy intake.
n (weighted %). CDRR, chronic disease risk reduction intake. Levels of ultra-processed food intake were categorized into quartiles of % energy intake from ultra-processed food. n (weighted %) indicates the percentage of participants practicing a healthy diet to the total number of participants, calculated using PROC SURVEYFREQ. The CDRR refers to the minimum intake of nutrients that reduces the risk of chronic disease in a healthy population. The criteria for satisfying healthy dietary practices were for individuals to follow at least 2 out of the 4 specific guidelines.
ORs (95% CIs). ORs, odds ratios; CIs, confidence intervals. Levels of ultra-processed food intake were categorized into quartiles of % energy intake from ultra-processed food. Model 1 is unadjusted. Model 2 is adjusted for sex, age, residential area, and household income level.
