Nutritional Description of Organic and Conventional Food Products in Spain: The BADALI Project
Abstract
:1. Introduction
2. Materials and Methods
2.1. BADALI Database of Food Products Available in the Spanish Market
2.2. Nutrient Composition Analysis and Evaluation of the “Healthiness”
2.3. Nutrition Claims (NCs) Analysis
- NCs of the types “with/high minerals”, “with/high vitamins”, and “with/high vitamin B” were considered one NC.
- NCs of the type “with 7 vitamins” were registered as seven NCs.
2.4. Fortification with Vitamins and Minerals
2.5. Statistics
3. Results
3.1. Description of the Sample and Nutrient Composition
3.2. Nutrient Profile Model
3.3. Nutrition Claims (NCs)
3.4. Fortification with Vitamins and Minerals
4. Discussion
4.1. Nutrient Composition and Nutritional Quality
4.2. Nutrition Claims in Organic Foods
4.3. Fortification with Vitamins and Minerals
4.4. Strengths and Limitations
- This is the first comprehensive study of organic foods, analysing their nutritional quality following a two-way approach: the analysis of the nutrient composition and the application of a NPM to determine their “healthiness”;
- This is the first paper published studying the differences between organic and conventional food products in the Spanish market;
- This is the first paper describing in some detail the use of NCs in organic foods and comparing them with conventional foods;
- This is the first paper describing the fortification of organic and conventional food products with micronutrients;
- The food types studied were selected for the high prevalence of the organic version among those included in the Spanish food database, BADALI;
- The sample per food type and condition (conventional and organic) is significant;
- Data were collected several years after Regulation (EC) No. 1924/2006 on nutrition claims was fully in force [40].
- The selection of brands did not follow criteria based on customers’ purchases or the most popular products;
- The data collected was dependent on the accuracy of the information provided on the manufacturers’ and supermarkets’ web pages;
- The sample studied may not be representative of the extensive Spanish market for the food types analysed;
- Some of the products displayed 0 g of salt/sodium, which could be wrongly rounded. The EC published a guidance document with rounding instructions, but it is not compulsory [63].
- Only the main food image was used for the study on the use of NCs in order to preserve rigour throughout the sample.
5. Conclusions
Supplementary Materials
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
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Food Types | No Foods | ||
---|---|---|---|
Total (%) * | Conventional (%) | Organic (%) | |
Biscuits | 640 (33.9) * | 476 (74.4) | 164 (25.6) |
Breakfast cereals | 424 (22.5) * | 207 (48.8) | 217 (51.2) |
Cereal cakes/crackers | 165 (8.7) * | 83 (50.3) | 82 (49.7) |
Milk substitutes (plant-based drinks) | 315 (16.7) * | 111 (35.2) | 204 (64.8) |
Toasted bread and similar | 198 (10.5) * | 145 (73.2) | 53 (26.8) |
Yoghurts/dairy dessert substitutes | 144 (7.6) * | 60 (41.7) | 84 (58.3) |
Total | 1886 (100) * | 1082 (57.4) | 804 (42.6) |
Food Types | Organic | Energy (kcal) | Protein (g) | Carbohydrates (g) | Sugar (g) | ||||||||
n | Median (IR) | p-Value | n | Median (IR) | p-Value | n | Median (IR) | p-Value | n | Median (IR) | p-Value | ||
Biscuits | No | 476 | 472 (449; 497) | 0.487 | 476 | 6.4 (5.6; 7.2) | <0.001 * | 476 | 66 (62; 70) | <0.001 * | 473 | 24 (19; 33) | <0.001 * |
Yes | 164 | 475 (455; 491) | 164 | 7 (6.1; 8.2) | 164 | 63 (60; 67.9) | 161 | 21 (17; 25) | |||||
Breakfast cereals | No | 207 | 388 (374; 423) | <0.001 * | 207 | 8.9 (7.4; 11.8) | <0.001 * | 207 | 67 (61; 77) | <0.05 * | 207 | 18 (10.3; 24.8) | <0.001 * |
Yes | 209 | 376 (361; 405) | 217 | 10 (8.9; 12) | 209 | 64.3 (59.4; 72) | 213 | 9.5 (1.2; 19) | |||||
Cereal cakes/crackers | No | 83 | 431 (382; 468) | <0.001 * | 83 | 7.2 (6.9; 8.3) | <0.01 * | 83 | 71 (67.3; 79.8) | <0.05 * | 82 | 3.4 (1; 24.3) | <0.01 * |
Yes | 79 | 383 (375; 393) | 82 | 8.3 (7; 9.5) | 79 | 77.5 (72.5; 80.9) | 82 | 1.2 (0.6; 4.2) | |||||
Milk substitutes | No | 111 | 43 (33; 57) | <0.05 * | 109 | 1.1 (0.6; 2.2) | <0.05 * | 111 | 6.1 (1.8; 9.2) | <0.001 * | 110 | 4 (0.8; 5.9) | 0.121 |
Yes | 200 | 48 (40; 57) | 204 | 0.8 (0.5; 1.2) | 200 | 8 (3.9; 10.5) | 204 | 5 (2.4; 5.9) | |||||
Toasted bread and similar | No | 145 | 419 (394; 446) | 0.081 | 144 | 11 (9.5; 12.5) | <0.001 * | 144 | 66 (62; 71) | 0.152 | 144 | 3.2 (1.9; 5.1) | <0.01 * |
Yes | 53 | 411 (389; 423) | 52 | 12.3 (11.4; 13.6) | 53 | 67 (61; 69) | 53 | 2.3 (1.4; 3.3) | |||||
Yogurts/dairy desserts substitutes | No | 60 | 82 (66; 88) | <0.01 * | 60 | 3.4 (1.3; 3.7) | 0.415 | 60 | 10 (5.4; 12.5) | 0.073 | 60 | 7.9 (1.9; 10.6) | 0.522 |
Yes | 84 | 90 (77;112) | 84 | 2.2 (1; 3.8) | 84 | 10.9 (5; 15.4) | 84 | 8.4 (3.1; 11.3) | |||||
Food Types | Organic | Total Fat (g) | Saturated Fat (g) | Fibre (g) | Sodium (mg) | ||||||||
n | Median (IR) | p-Value | n | Median (IR) | p-Value | n | Median (IR) | p-Value | n | Median (IR) | p-Value | ||
Biscuits | No | 476 | 20 (16; 24) | 0.249 | 475 | 7.2 (2.2; 13) | <0.01 * | 372 | 3.9 (2.5; 6) | 0.233 | 476 | 262 (192; 349) | <0.001 * |
Yes | 164 | 20.9 (16.7; 23) | 164 | 4.3 (2.2.10) | 144 | 4.6 (2.9; 6) | 164 | 178 (110; 272) | |||||
Breakfast cereals | No | 207 | 6.6 (3.4; 12.6) | 0.116 | 207 | 1.4 (0.8; 3) | <0.01 * | 188 | 7 (4.9; 9.5) | 0.332 | 206 | 164 (40; 300) | <0.001 * |
Yes | 217 | 5.7 (2.5; 11) | 213 | 1 (0.6; 2.1) | 210 | 7.7 (5; 10) | 211 | 12 (4; 86) | |||||
Cereal cakes/crackers | No | 83 | 14 (2.6; 17) | <0.001 * | 83 | 1.7 (0.6; 10) | <0.01 * | 71 | 3.5 (2; 4.6) | 0.393 | 83 | 352 (76; 500) | <0.001 * |
Yes | 81 | 2.8 (2.3; 3.8) | 81 | 0.6 (0.5; 1) | 71 | 3.4 (2.5; 4.6) | 82 | 200 (40; 286) | |||||
Milk substitutes | No | 111 | 1.7 (1.1; 2) | 0.249 | 111 | 0.2 (0.1; 0.3) | 0.312 | 75 | 0.5 (0.3; 0.8) | 0.526 | 111 | 40 (24; 48) | 0.502 |
Yes | 204 | 1.4 (1; 2.1) | 203 | 0.2 (0.2; 0.4) | 129 | 0.5 (0.3; 0.8) | 199 | 40 (32; 40) | |||||
Toasted bread and similar | No | 145 | 10 (6.6; 16) | 0.242 | 145 | 1.7 (0.9; 2.9) | 0.200 | 110 | 4.7 (4; 8.5) | 0.258 | 145 | 600 (508; 720) | 0.462 |
Yes | 53 | 9.7 (6; 12) | 53 | 1.8 (0.7; 2) | 49 | 6.3 (4; 8.8) | 53 | 560 (476; 800) | |||||
Yoghurts/dairy dessert substitutes | No | 60 | 2.7 (2.1; 4.7) | 0.177 | 60 | 0.4 (0.4; 1) | 0.998 | 28 | 1 (0.7; 1.5) | ND | 60 | 32 (12; 49) | 0.374 |
Yes | 84 | 3 (2.2; 5.1) | 83 | 0.4 (0.3; 2.5) | 34 | 0.5 (0.4; 0.9) | 84 | 40 (24; 40) |
Food Types | Organic | Less Healthy | High Total Fat | High Free Sugar | High Saturated Fat | High Sodium | Sweeteners (LNCS) | ||||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
n | No (%) | p-Value | n | No (%) | p-Value | n | No (%) | p-Value | n | No (%) | p-Value | n | No (%) | p-Value | n | No (%) | p-Value | ||
Biscuits | No | 472 | 472 (100) | <0.01 * | 476 | 381 (80) | 0.08 | 473 | 409 (86.5) | 0.761 | 475 | 292 (61.5) | <0.001 * | 476 | 55 (11.6) | <0.01 * | 476 | 57 (12) | <0.001 * |
Yes | 161 | 157 (97.5) | 164 | 142 (86.6) | 161 | 137 (85.1) | 164 | 67 (40.9) | 164 | 5 (3) | 164 | 2 (1.2) | |||||||
Breakfast cereals | No | 206 | 169 (82) | <0.001 * | 207 | 40 (19.3) | 0.173 | 207 | 146 (70.5) | <0.001 * | 207 | 22 (10.6) | 0.113 | 206 | 24 (11.7) | 0.264 | 206 | 8 (3.9) | <0.05 * |
Yes | 201 | 107 (53.2) | 209 | 29 (13.9) | 213 | 89 (41.8) | 205 | 12 (5.9) | 203 | 16 (7.9) | 217 | 0 (0) | |||||||
Cereal cakes/crackers | No | 83 | 71 (85.5) | <0.001 * | 83 | 33 (39.8) | <0.001 * | 83 | 31 (37.3) | <0.05 * | 83 | 34 (41) | <0.01 * | 83 | 36 (43.4) | <0.01 * | 83 | 5 (6) | 0.071 |
Yes | 79 | 34 (43) | 79 | 11(13.9) | 79 | 15 (19) | 79 | 13 (16.5) | 79 | 18 (22.8) | 82 | 0 (0) | |||||||
Milk substitutes | No | 111 | 111 (100) | 1 | 111 | 70 (63.1) | <0.001 * | 111 | 83 (74.8) | 0.355 | 111 | 9 (8.1) | 0.088 | 111 | 40 (36) | 0.112 | 111 | 5 (4.5) | <0.01 * |
Yes | 194 | 193 (99.5) | 200 | 81 (40.5) | 200 | 160 (80) | 199 | 31 (15.6) | 195 | 52 (26.7) | 204 | 0 (0) | |||||||
Toasted bread and similar | No | 144 | 134 (93.1) | 0.778 | 145 | 40 (27.6) | 0.103 | 144 | 4 (2.8) | 0.512 | 145 | 14 (9.7) | 0.294 | 145 | 128 (88.3) | 0.464 | 145 | 1 (0.7) | 1 |
Yes | 53 | 48 (90.6) | 53 | 8 (15.1) | 53 | 0 (0) | 53 | 2 (3.8) | 53 | 44 (83) | 53 | 0 (0) | |||||||
Yoghurts/dairy dessert substitutes | No | 60 | 59 (98.3) | 0.87 | 60 | 34 (56.7) | 0.977 | 60 | 47 (78.3) | 1 | 60 | 16 (26.7) | 0.569 | 60 | 7 (11.7) | <0.05 * | 59 | 0 (0) | 1 |
Yes | 83 | 83 (100) | 84 | 49 (58.3) | 84 | 65 (77.4) | 83 | 27 (32.5) | 84 | 1 (1.2) | 82 | 0 (0) | |||||||
Total | No | 1076 | 1016 (94.4) | <0.001 * | 1082 | 598 (55.3) | <0.001 * | 1078 | 720 (66.8) | <0.001 * | 1081 | 387 (35.8) | <0.001 * | 1081 | 290 (26.8) | <0.001 * | 1080 | 76 (7) | <0.001 * |
Yes | 771 | 622 (80.7) | 789 | 320 (40.6) | 790 | 466 (59) | 783 | 152 (19.4) | 778 | 136 (17.5) | 802 | 2 (0.2) |
Food Types | Organic | Foods with Added Minerals | Foods with Added Vitamins | ||||
---|---|---|---|---|---|---|---|
n | No (%) | p-Value | n | No (%) | p-Value | ||
Biscuits | No | 476 | 40 (8.4) | <0.001 ** | 476 | 54 (11.3) | <0.001 ** |
Yes | 164 | 1 (0.6) | 164 | 1 (0.6) | |||
Breakfast cereals | No | 207 | 62 (30) | <0.001 ** | 207 | 65 (31.4) | <0.001 ** |
Yes | 216 | 0 (0) | 216 | 0 (0) | |||
Cereal cakes/crackers | No | 83 | 0 (0) | 1 | 83 | 0 (0) | 1 |
Yes | 82 | 0 (0) | 82 | 0 (0) | |||
Milk substitutes | No | 111 | 66 (59.5) | <0.001 ** | 111 | 66 (59.5) | <0.001 ** |
Yes | 203 | 42 (20.7) | 203 | 1 (0.5) | |||
Toasted bread and similar | No | 140 | 0 (0) | 1 | 140 | 0 (0) | 1 |
Yes | 53 | 0 (0) | 53 | 0 (0) | |||
Yoghurts/dairy dessert substitutes | No | 60 | 32 (53.3) | <0.001 ** | 60 | 13 (21.7) | <0.001 ** |
Yes | 82 | 0 (0) | 82 | 0 (0) | |||
Total | No | 1077 | 200 (18.6) * | <0.001 ** | 1077 | 198 (18.4) | <0.001 ** |
Yes | 800 | 43 (5.4) * | 800 | 2 (0.3) |
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Ropero, A.B.; Borrás, F.; Rodríguez, M.; Beltrá, M. Nutritional Description of Organic and Conventional Food Products in Spain: The BADALI Project. Nutrients 2023, 15, 1876. https://doi.org/10.3390/nu15081876
Ropero AB, Borrás F, Rodríguez M, Beltrá M. Nutritional Description of Organic and Conventional Food Products in Spain: The BADALI Project. Nutrients. 2023; 15(8):1876. https://doi.org/10.3390/nu15081876
Chicago/Turabian StyleRopero, Ana B., Fernando Borrás, Marta Rodríguez, and Marta Beltrá. 2023. "Nutritional Description of Organic and Conventional Food Products in Spain: The BADALI Project" Nutrients 15, no. 8: 1876. https://doi.org/10.3390/nu15081876
APA StyleRopero, A. B., Borrás, F., Rodríguez, M., & Beltrá, M. (2023). Nutritional Description of Organic and Conventional Food Products in Spain: The BADALI Project. Nutrients, 15(8), 1876. https://doi.org/10.3390/nu15081876