Tiny Tummies, Big Questions: Unpacking Ultra-Processed Ingredients and Additives in Complementary Foods in the United States
Abstract
1. Introduction
2. Materials and Methods
2.1. Data Source
2.2. Food Categorization
2.3. Ingredient Identification
2.4. Categorization of Ingredients
2.5. Identification of Ultra-Processed Products
2.6. Statistical Analysis
3. Results
3.1. Number of Ingredients Used in US Commercially Produced Complementary Foods
3.2. Types of Ingredients Used in US Commercial Complementary Foods
3.3. Ultra-Processed Commercially Produced Complementary Foods
3.4. Differences in Nutrient Content Between UPFs and Non-UPFs
4. Discussion
5. Conclusions
Supplementary Materials
Author Contributions
Funding
Data Availability Statement
Conflicts of Interest
References
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| Category/Subcategory | Main Ingredients | Compound Ingredients | Total Ingredients | ||||
|---|---|---|---|---|---|---|---|
| N | Mean (SD) | Range | Mean (SD) | Range | Mean (SD) | Range | |
| Dry cereals/starches | 16 | 15 (6) | (4–25) | 1 (2) | (0–6) | 16 (7) | (4–27) |
| Fruit and vegetables | |||||||
| Fruit-containing | 359 | 6 (3) | (1–24) | 0 (1) | (0–6) | 6 (4) | (1–26) |
| Vegetable-containing | 48 | 3 (1) | (1–6) | 0 (0) | (0–2) | 3 (1) | (1–6) |
| Savory meals | |||||||
| No protein/cheese | 15 | 10 (4) | (5–16) | 3 (3) | (0–9) | 13 (6) | (5–25) |
| Cheese but no protein | 9 | 23 (8) | (13–37) | 8 (6) | (3–19) | 31 (12) | (16–56) |
| Protein not named first | 43 | 9 (4) | (2–24) | 5 (8) | (0–31) | 14 (10) | (4–52) |
| Protein named first | 4 | 3 (1) | (3–4) | 0 (0) | (0–0) | 3 (1) | (3–4) |
| Protein only | 3 | 2 (0) | (2–2) | 0 (0) | (0–0) | 2 (0) | (2–2) |
| Snacks and finger foods | 122 | 13 (6) | (3–36) | 2 (3) | (0–19) | 16 (8) | (3–43) |
| Ingredients | 1 | 10 (0) | (10–10) | 0 (0) | (0–0) | 10 (0) | (10–10) |
| Confectionery | 31 | 10 (4) | (3–18) | 1 (2) | (0–6) | 11 (5) | (3–24) |
| Total | 651 | 8 (6) | (1–37) | 1 (3) | (0–31) | 9 (8) | (1–56) |
| Category/Subcategory | N | Additives | Algae | Compound Ingredients | Dairy | Eggs | Fats and Oils | Fruits | Fungi |
| Dry cereals/starches | 16 | 100% | 0% | 0% | 0% | 0% | 0% | 44% | 0% |
| Fruit and vegetables | 407 | 70% | 1% | 1% | 14% | 0% | 2% | 75% | 0% |
| Fruit-containing | 359 | 79% | 1% | 1% | 16% | 0% | 1% | 86% | 0% |
| Vegetable-containing | 48 | 2% | 0% | 0% | 0% | 0% | 13% | 0% | 0% |
| Savory meals | 74 | 26% | 0% | 19% | 19% | 7% | 66% | 24% | 1% |
| No protein/cheese | 15 | 20% | 0% | 7% | 7% | 0% | 67% | 40% | 0% |
| Cheese but no protein | 9 | 89% | 0% | 56% | 100% | 56% | 78% | 11% | 11% |
| Protein not named first | 43 | 16% | 0% | 19% | 9% | 0% | 74% | 26% | 0% |
| Protein named first | 4 | 25% | 0% | 0% | 0% | 0% | 0% | 0% | 0% |
| Protein only | 3 | 0% | 0% | 0% | 0% | 0% | 0% | 0% | 0% |
| Snacks and finger foods | 122 | 93% | 2% | 11% | 15% | 5% | 58% | 70% | 1% |
| Ingredients | 1 | 100% | 0% | 0% | 0% | 0% | 100% | 0% | 0% |
| Confectionery | 31 | 84% | 0% | 0% | 58% | 6% | 6% | 94% | 0% |
| All products | 651 | 71% | 1% | 5% | 17% | 2% | 20% | 69% | <1% |
| Category/subcategory | Grains | Herbs and spices | Isolated ingredients | Legumes | Meat | Nuts and seeds | Seafood | Vegetables | Water |
| Dry cereals/starches | 100% | 0% | 94% | 19% | 0% | 0% | 0% | 13% | 0% |
| Fruit and vegetables | 23% | 10% | 26% | 8% | 0% | 10% | 0% | 50% | 40% |
| Fruit-containing | 25% | 11% | 28% | 7% | 0% | 11% | 0% | 44% | 35% |
| Vegetable-containing | 6% | 4% | 8% | 21% | 0% | 0% | 0% | 90% | 77% |
| Savory meals | 59% | 55% | 11% | 35% | 61% | 1% | 1% | 86% | 92% |
| No protein/cheese | 73% | 67% | 20% | 67% | 0% | 0% | 0% | 100% | 93% |
| Cheese but no protein | 78% | 100% | 44% | 33% | 0% | 11% | 0% | 89% | 100% |
| Protein not named first | 51% | 44% | 2% | 30% | 88% | 0% | 2% | 95% | 95% |
| Protein named first | 100% | 0% | 0% | 0% | 100% | 0% | 0% | 0% | 100% |
| Protein only | 0% | 100% | 0% | 0% | 100% | 0% | 0% | 0% | 0% |
| Snacks and finger foods | 93% | 63% | 63% | 16% | 0% | 11% | 0% | 48% | 13% |
| Ingredients | 0% | 100% | 100% | 0% | 100% | 0% | 0% | 100% | 100% |
| Confectionery | 10% | 6% | 61% | 0% | 0% | 3% | 0% | 29% | 6% |
| All products | 41% | 25% | 34% | 13% | 7% | 8% | <1% | 52% | 38% |
| Number of UPF Markers | Confectionery (n = 31) | Dry Cereals/ Starches (n = 16) | Fruits and Vegetables (n = 407) | Ingredients (n = 1) | Savory Meals (n = 74) | Snacks and Finger Food (n = 122) | Total (n = 651) |
|---|---|---|---|---|---|---|---|
| 0 | 5 (16%) | 0 (0%) | 117 (29%) | 0 (0%) | 51 (69%) | 18 (15%) | 191 (29%) |
| 1 | 2 (6%) | 2 (13%) | 181 (44%) | 0 (0%) | 5 (7%) | 14 (11%) | 204 (31%) |
| 2 | 0 (0%) | 0 (0%) | 48 (12%) | 0 (0%) | 7 (9%) | 11 (9%) | 66 (10%) |
| 3 | 3 (10%) | 2 (13%) | 46 (11%) | 0 (0%) | 4 (5%) | 26 (21%) | 81 (12%) |
| 4 | 6 (19%) | 3 (19%) | 4 (1%) | 1 (100%) | 0 (0%) | 19 (16%) | 33 (5%) |
| 5 | 1 (3%) | 8 (50%) | 3 (1%) | 0 (0%) | 1 (1%) | 9 (7%) | 22 (3%) |
| 6 | 6 (19%) | 1 (6%) | 3 (1%) | 0 (0%) | 3 (4%) | 9 (7%) | 22 (3%) |
| 7 | 5 (16%) | 0 (0%) | 3 (1%) | 0 (0%) | 3 (4%) | 9 (7%) | 20 (3%) |
| 8 | 3 (10%) | 0 (0%) | 2 (<1%) | 0 (0%) | 0 (0%) | 4 (3%) | 9 (1%) |
| 9 | 0 (0%) | 0 (0%) | 0 (0%) | 0 (0%) | 0 (0%) | 1 (1%) | 1 (<1%) |
| 10 | 0 (0%) | 0 (0%) | 0 (0%) | 0 (0%) | 0 (0%) | 1 (1%) | 1 (<1%) |
| 12 | 0 (0%) | 0 (0%) | 0 (0%) | 0 (0%) | 0 (0%) | 1 (1%) | 1 (<1%) |
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Dunford, E.K.; Pries, A.; Calvo, M.S.; Coyle, D.H. Tiny Tummies, Big Questions: Unpacking Ultra-Processed Ingredients and Additives in Complementary Foods in the United States. Nutrients 2026, 18, 584. https://doi.org/10.3390/nu18040584
Dunford EK, Pries A, Calvo MS, Coyle DH. Tiny Tummies, Big Questions: Unpacking Ultra-Processed Ingredients and Additives in Complementary Foods in the United States. Nutrients. 2026; 18(4):584. https://doi.org/10.3390/nu18040584
Chicago/Turabian StyleDunford, Elizabeth K., Alissa Pries, Mona S. Calvo, and Daisy H. Coyle. 2026. "Tiny Tummies, Big Questions: Unpacking Ultra-Processed Ingredients and Additives in Complementary Foods in the United States" Nutrients 18, no. 4: 584. https://doi.org/10.3390/nu18040584
APA StyleDunford, E. K., Pries, A., Calvo, M. S., & Coyle, D. H. (2026). Tiny Tummies, Big Questions: Unpacking Ultra-Processed Ingredients and Additives in Complementary Foods in the United States. Nutrients, 18(4), 584. https://doi.org/10.3390/nu18040584

