Would the Removal of Voluntary Iron Fortification Put Vulnerable Populations at Risk? Modelling the Risk of Inadequate and Excess Iron Intakes in Children in Ireland
Abstract
1. Introduction
2. Materials and Methods
2.1. Study Sample
2.2. Food and Beverage Consumption Data and Estimation of Nutrient Intakes
2.3. Identification of Iron-Containing Food Supplements
2.4. Identification of Iron-Fortified Foods and Their Consumers
2.5. Identification of the Naturally Occurring Iron in Iron-Fortified Foods
2.6. Baseline Intakes and Modelling Scenarios
- Model 1 (FeFortFoods_all): Removal of iron fortification from all iron-fortified foods
- Model 2 (FeFortFoods_exclRTEC): Removal of iron fortification from all iron-fortified foods excluding RTECs
- Model 3 (FeFortRTEC_exclother): Removal of iron fortification from RTECs only (excluding all other iron-fortified foods)
2.7. Estimation of Usual Iron Intakes
2.8. Adequacy of Iron Intakes
2.9. Risk of Excessive Intake of Iron
2.10. Statistical Analysis
3. Results
4. Discussion
Strengths and Limitations
5. Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Conflicts of Interest
Abbreviations
| SMLs | Safe Maximum Levels |
| RTECs | Ready-To-Eat Cereals |
| IDA | Iron Deficiency Anaemia |
| EU | European Union |
| EC | European Commission |
| UL | Tolerable Upper Intake Level |
| EFSA | European Food Safety Authority |
| BfR | German Federal Institute for Risk Assessment |
| NCFS II | National Children’s Food Survey II |
| EAR | Estimated Average Requirement |
| SI | Safe Level Of Intake |
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| Baseline (Actual) | Model 1 (Removal of Iron from All Foods) | Model 2 (Removal of Iron from All Foods Excluding RTECs) | Model 3 (Removal of Iron from RTECs Only) | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| All | Consumers of Iron-Fortified Foods | Consumers of Iron-Fortified RTECs | All | Consumers of Iron-Fortified Foods | Consumers of Iron-Fortified RTECs | All | Consumers of Iron-Fortified Foods | Consumers of Iron-Fortified RTECs | All | Consumers of Iron-Fortified Foods | Consumers of Iron-Fortified RTECs | |
| n 600 | n 493 | n 466 | n 600 | n 493 | n 466 | n 600 | n 493 | n 466 | n 600 | n 493 | n 466 | |
| mg/d | ||||||||||||
| All sources † | ||||||||||||
| Mean | 9.0 | 9.5 | 9.5 | 7.0 * | 6.9 * | 6.9 * | 8.9 * | 9.3 * | 9.4 * | 7.1 * | 7.1 * | 7.0 * |
| SD | 2.4 | 2.3 | 2.3 | 1.8 | 1.7 | 1.7 | 2.4 | 2.4 | 2.3 | 1.8 | 1.7 | 1.7 |
| P5 | 5.5 | 6.1 | 6.2 | 4.4 | 4.4 | 4.5 | 5.4 | 5.9 | 6.0 | 4.6 | 4.6 | 4.6 |
| P25 | 7.3 | 7.8 | 7.9 | 5.7 | 5.7 | 5.7 | 7.2 | 7.6 | 7.7 | 5.8 | 5.9 | 5.8 |
| P50 | 8.8 | 9.2 | 9.3 | 6.8 | 6.7 | 6.7 | 8.6 | 9.0 | 9.1 | 6.9 | 6.9 | 6.8 |
| P75 | 10.5 | 10.9 | 10.9 | 8.0 | 7.9 | 7.9 | 10.3 | 10.7 | 10.7 | 8.2 | 8.1 | 8.0 |
| P95 | 13.5 | 13.7 | 13.6 | 10.2 | 10.0 | 9.9 | 13.3 | 13.5 | 13.5 | 10.4 | 10.2 | 10.0 |
| % | ||||||||||||
| % < EAR [37] ‡ | 18.8 | 15.7 | 14.4 | 49.1 * | 52.2 * | 53.1 * | 20.7 * | 18.2 * | 16.1 * | 46.1 * | 48.7 * | 50.1 * |
| % > SI [21] | 0.2 | 0.2 | 0.2 | 0.0* | 0.0* | 0.0 * | 0.1 * | 0.2 * | 0.1 * | 0.0 * | 0.0 * | 0.0 * |
| mg/d | ||||||||||||
| Food sources † | ||||||||||||
| Mean | 8.8 | 9.2 | 9.2 | 6.7 * | 6.6 * | 6.6 * | 8.6 * | 9.0 * | 9.1 * | 6.8 * | 6.8 * | 6.8 * |
| SD | 2.2 | 2.1 | 2.1 | 1.5 | 1.4 | 1.4 | 2.2 | 2.2 | 2.1 | 1.5 | 1.4 | 1.4 |
| P5 | 5.5 | 6.1 | 6.2 | 4.6 | 4.6 | 4.6 | 5.4 | 5.9 | 6.1 | 4.7 | 4.7 | 4.7 |
| P25 | 7.2 | 7.7 | 7.8 | 5.7 | 5.6 | 5.6 | 7.0 | 7.5 | 7.6 | 5.8 | 5.8 | 5.8 |
| P50 | 8.5 | 9.0 | 9.0 | 6.6 | 6.5 | 6.5 | 8.4 | 8.8 | 8.9 | 6.7 | 6.7 | 6.6 |
| P75 | 10.1 | 10.5 | 10.5 | 7.6 | 7.5 | 7.4 | 9.9 | 10.3 | 10.4 | 7.8 | 7.7 | 7.6 |
| P95 | 12.8 | 13.0 | 13.0 | 9.3 | 9.2 | 9.1 | 12.6 | 12.9 | 12.9 | 9.5 | 9.4 | 9.2 |
| % | ||||||||||||
| % < EAR [37] ‡ | 20.5 | 17.2 | 15.6 | 54.0 * | 57.2 * | 57.6 * | 22.9 * | 19.8 * | 17.6 * | 50.8 * | 53.2 * | 54.6 |
| % > SI [21] | 0.1 | 0.1 | 0.1 | 0.0 * | 0.0 * | 0.0 | 0.0 * | 0.1 * | 0.0 * | 0.0 * | 0.0 * | 0.0 * |
| Baseline (Actual) | Model 1 (Removal of Iron from All Foods) | Model 2 (Removal of Iron from All Foods Excluding RTEC) | Model 3 (Removal of Iron from RTEC Only) | |||||||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| All | Consumers of Iron-Fortified Foods | Consumers of Iron-Fortified RTECs | All | Consumers of Iron-Fortified Foods | Consumers of Iron-Fortified RTECs | All | Consumers of Iron-Fortified Foods | Consumers of Iron-Fortified RTECs | All | Consumers of Iron-Fortified Foods | Consumers of Iron-Fortified RTECs | |||||||||||||
| M | F | M | F | M | F | M | F | M | F | M | F | M | F | M | F | M | F | M | F | M | F | M | F | |
| n 300 | n 300 | n 244 | n 249 | n 230 | n 236 | n 300 | n 300 | n 244 | n 249 | n 230 | n 236 | n 300 | n 300 | n 244 | n 249 | n 230 | n 236 | n 300 | n 300 | n 244 | n 249 | n 230 | n 236 | |
| mg/d | ||||||||||||||||||||||||
| All sources † | ||||||||||||||||||||||||
| Mean | 9.8 | 8.4 * | 10.2 | 8.8 * | 10.2 | 8.9 * | 7.5 | 6.5 * | 7.4 | 6.4 * | 7.3 | 6.4 * | 9.6 | 8.2 * | 10.0 | 8.6 * | 10.1 | 8.7 * | 7.7 | 6.6 * | 7.6 | 6.6 * | 7.5 | 6.6 * |
| SD | 2.5 | 2.1 | 2.4 | 2.0 | 2.4 | 2.0 | 1.9 | 1.5 | 1.8 | 1.5 | 1.8 | 1.4 | 2.5 | 2.1 | 2.5 | 2.0 | 2.4 | 2.0 | 1.9 | 1.5 | 1.8 | 1.5 | 1.8 | 1.5 |
| P5 | 6.1 | 5.2 | 6.6 | 5.8 | 6.6 | 5.9 | 4.8 | 4.2 | 4.8 | 4.2 | 4.8 | 4.3 | 5.9 | 5.1 | 6.3 | 5.6 | 6.5 | 5.8 | 5.0 | 4.3 | 4.9 | 4.4 | 4.9 | 4.4 |
| P25 | 8.0 | 6.8 | 8.5 | 7.4 | 8.5 | 7.5 | 6.2 | 5.4 | 6.1 | 5.4 | 6.1 | 5.4 | 7.8 | 6.7 | 8.2 | 7.2 | 8.3 | 7.3 | 6.4 | 5.5 | 6.3 | 5.5 | 6.2 | 5.6 |
| P50 | 9.6 | 8.2 | 10.0 | 8.6 | 10.0 | 8.7 | 7.3 | 6.3 | 7.2 | 6.3 | 7.1 | 6.3 | 9.4 | 8.0 | 9.8 | 8.4 | 9.8 | 8.6 | 7.5 | 6.5 | 7.5 | 6.5 | 7.3 | 6.5 |
| P75 | 11.3 | 9.7 | 11.7 | 10.0 | 11.7 | 10.1 | 8.7 | 7.4 | 8.6 | 7.3 | 8.4 | 7.3 | 11.2 | 9.5 | 11.6 | 9.8 | 11.6 | 10.0 | 8.8 | 7.5 | 8.7 | 7.5 | 8.6 | 7.5 |
| P95 | 14.3 | 12.2 | 14.6 | 12.3 | 14.5 | 12.4 | 10.8 | 9.2 | 10.7 | 9.0 | 10.5 | 9.0 | 14.1 | 12.0 | 14.5 | 12.1 | 14.4 | 12.2 | 11.0 | 9.4 | 10.9 | 9.2 | 10.6 | 9.2 |
| % | ||||||||||||||||||||||||
| % < EAR [37] ‡ | 11.9 | 25.1 * | 9.2 | 21.5 * | 8.9 | 19.3 * | 39.4 | 58.0 * | 42.2 | 61.2 * | 44.1 | 61.2 * | 13.2 | 27.5 * | 11.2 | 24.6 * | 10.1 | 21.7 * | 36.5 | 54.9 * | 38.9 | 57.6 * | 41.4 | 57.9 * |
| % > SI [21] | 0.3 | 0.1 * | 0.3 | 0.1 * | 0.3 | 0.1 * | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.2 | 0.1 * | 0.3 | 0.0 * | 0.2 | 0.0 * | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| mg/d | ||||||||||||||||||||||||
| Food sources † | ||||||||||||||||||||||||
| Mean | 9.4 | 8.2 * | 9.8 | 8.6 * | 9.9 | 8.7 * | 7.2 | 6.3 * | 7.1 | 6.2 * | 7.0 | 6.2 * | 9.3 | 8.0 * | 9.6 | 8.4 * | 9.7 | 8.5 * | 7.3 | 6.4 * | 7.3 | 6.4 * | 7.1 | 6.4 * |
| SD | 2.3 | 1.9 | 2.3 | 1.8 | 2.2 | 1.8 | 1.5 | 1.2 | 1.5 | 1.2 | 1.4 | 1.2 | 2.3 | 1.9 | 2.3 | 1.8 | 2.2 | 1.8 | 1.5 | 1.3 | 1.5 | 1.2 | 1.4 | 1.2 |
| P5 | 6.0 | 5.3 | 6.5 | 5.8 | 6.6 | 5.9 | 4.9 | 4.4 | 4.8 | 4.4 | 4.8 | 4.5 | 5.9 | 5.2 | 6.2 | 5.6 | 6.4 | 5.8 | 5.0 | 4.5 | 5.0 | 4.5 | 5.0 | 4.6 |
| P25 | 7.8 | 6.8 | 8.2 | 7.3 | 8.3 | 7.4 | 6.1 | 5.4 | 6.0 | 5.4 | 5.9 | 5.4 | 7.6 | 6.6 | 8.0 | 7.1 | 8.1 | 7.3 | 6.2 | 5.5 | 6.2 | 5.5 | 6.1 | 5.6 |
| P50 | 9.2 | 8.0 | 9.6 | 8.5 | 9.7 | 8.5 | 7.0 | 6.2 | 6.9 | 6.1 | 6.8 | 6.1 | 9.1 | 7.8 | 9.4 | 8.3 | 9.5 | 8.4 | 7.2 | 6.3 | 7.1 | 6.3 | 7.0 | 6.3 |
| P75 | 10.8 | 9.3 | 11.3 | 9.8 | 11.2 | 9.8 | 8.1 | 7.0 | 8.0 | 7.0 | 7.9 | 7.0 | 10.7 | 9.2 | 11.1 | 9.6 | 11.1 | 9.7 | 8.3 | 7.2 | 8.2 | 7.2 | 8.1 | 7.1 |
| P95 | 13.5 | 11.6 | 13.9 | 11.8 | 13.8 | 11.9 | 9.9 | 8.4 | 9.8 | 8.3 | 9.6 | 8.3 | 13.4 | 11.4 | 13.8 | 11.6 | 13.6 | 11.7 | 10.1 | 8.6 | 10.0 | 8.6 | 9.7 | 8.5 |
| % | ||||||||||||||||||||||||
| % < EAR [37] ‡ | 13.1 | 27.3 * | 10.6 | 23.2 * | 9.7 | 20.9 * | 44.2 | 63.0 * | 47.3 | 66.2 * | 48.7 | 65.7 * | 14.8 | 30.2 * | 12.6 | 26.5 * | 11.1 | 23.4 * | 41.2 | 59.6 * | 43.5 | 62.0 * | 46.0 | 62.4 * |
| % > SI [21] | 0.1 | 0.0 * | 0.1 | 0.0 * | 0.1 | 0.0 * | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.1 | 0.0 * | 0.1 | 0.0 * | 0.1 | 0.0 * | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
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Kehoe, L.; Walton, J. Would the Removal of Voluntary Iron Fortification Put Vulnerable Populations at Risk? Modelling the Risk of Inadequate and Excess Iron Intakes in Children in Ireland. Nutrients 2026, 18, 2144. https://doi.org/10.3390/nu18132144
Kehoe L, Walton J. Would the Removal of Voluntary Iron Fortification Put Vulnerable Populations at Risk? Modelling the Risk of Inadequate and Excess Iron Intakes in Children in Ireland. Nutrients. 2026; 18(13):2144. https://doi.org/10.3390/nu18132144
Chicago/Turabian StyleKehoe, Laura, and Janette Walton. 2026. "Would the Removal of Voluntary Iron Fortification Put Vulnerable Populations at Risk? Modelling the Risk of Inadequate and Excess Iron Intakes in Children in Ireland" Nutrients 18, no. 13: 2144. https://doi.org/10.3390/nu18132144
APA StyleKehoe, L., & Walton, J. (2026). Would the Removal of Voluntary Iron Fortification Put Vulnerable Populations at Risk? Modelling the Risk of Inadequate and Excess Iron Intakes in Children in Ireland. Nutrients, 18(13), 2144. https://doi.org/10.3390/nu18132144

