Sodium Content of Foods Sold in the Spanish Market. Results from the BADALI Project
Abstract
:1. Introduction
2. Materials and Methods
2.1. BADALI Database of Food Products Available in the Spanish Market
2.2. Classification of Products According to Their Sodium Content
2.3. Comparison of Sodium Content over the Years
2.4. Statistics
3. Results
3.1. Data Description and General Overview
3.2. Food Classification According to Their Sodium Content
3.3. Changes in Sodium Content over the Years
4. Discussion
4.1. Sodium/Salt Content in Foods
4.2. Classification of Foods According to Their Sodium/Salt Content
4.3. Reduction in Sodium/Salt Content
4.4. Sodium/Salt in the Diet
4.5. Strengths and Limitations
- This is the first paper published in a scientific journal studying the sodium/salt content of diverse foods sold in the Spanish market;
- Foods from all groups were analysed, which provided an overview of the Spanish market;
- More than 3800 foods were analysed and the number of foods per group was significant;
- Most foods included in the database were processed, which usually have added salt.
- Data was collected following criteria completely unrelated to the aim of this study or the targeted population and, as a consequence, our results lack any bias on food choice;
- The comparative analysis of sodium content was performed at different levels in order to minimize heterogeneity in foods included in the database in different years.
- Data collected were reliant on the accuracy of the information provided on the manufacturer’s webpage;
- Selection of brands did not follow criteria based on customer’s purchase or the most popular products;
- The 3897 foods analysed may not be representative of the Spanish market due to the huge amount of foods available;
- Many of the products displayed 0 g salt/sodium, which could be wrongly rounded. The EC published a guidance document with rounding instructions, but it is not compulsory [57].
- The number of products for the matched comparative study was low, although in line with most of previous studies.
5. Conclusions
Supplementary Materials
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
References
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Criteria | Claim | Threshold-Sodium |
---|---|---|
Regulation (EC) No 1924/2006 and Codex Alimentarius [39,40] | Sodium-free | ≤5 mg/100 g or 100 mL |
Very low in sodium | ≤40 mg/100 g or 100 mL | |
Low in sodium | ≤120 mg/100 g or 100 mL | |
PAHO-NPM [41] | Excessive in sodium | ≥1 mg/kcal |
Chile-NPM [42] | High in sodium | Solids: >400 mg/100 g Liquids: >100 mg/100 mL |
Food Groups | No Foods | % of Total Foods | No Foods with Sodium/Salt Content | % Foods with Sodium/Salt Content 1 |
---|---|---|---|---|
Total | 3897 | 100 | 3634 | 93.3 2 |
G1—Bread and bread-like cereal derivatives | 148 | 3.8 | 146 | 98.6 |
G2—Canned vegetables | 112 | 2.9 | 104 | 92.9 |
G3—Cereal sweet derivatives | 363 | 9.3 | 356 | 98.1 |
G4—Cheese | 182 | 4.7 | 167 | 91.8 |
G5—Dairies and substitutes | 474 | 12.2 | 465 | 98.1 |
G6—Fats | 64 | 1.6 | 58 | 90.6 |
G7—Fish/seafood—canned, processed and derivatives | 273 | 7.0 | 255 | 93.4 |
G8—Meat—processed and derivatives | 299 | 7.7 | 281 | 94 |
G9—Non-alcoholic drinks | 249 | 6.4 | 246 | 98.8 |
G10—One type of ingredient | 403 | 10.3 | 285 | 70.7 |
G11—Other processed and plant based derivatives | 131 | 3.4 | 129 | 98.5 |
G12—Pasta | 140 | 3.6 | 136 | 97.1 |
G13—Precooked and ready-to-eat food | 224 | 5.7 | 224 | 100 |
G14—Sauces | 88 | 2.3 | 75 | 85.2 |
G15—Snacks | 279 | 7.2 | 276 | 98.9 |
G16—Sweets | 468 | 12.0 | 431 | 92.1 |
Food Groups | No Foods | Mean Sodium (mg/100 g) | SD (mg/100 g) | Sodium Percentiles (mg/100 g) | ||||
---|---|---|---|---|---|---|---|---|
Min | 25th | 50th (Median) | 75th | Max | ||||
Total | 3616 | 327.8 | 431.9 | 0 | 32 | 172 | 520 | 5200 |
G1 | 144 | 442.3 | 236.3 | 4 | 339 | 440 | 560 | 1240 |
G2 | 104 | 239.5 | 119.5 | 0 | 169 | 256 | 345 | 480 |
G3 | 355 | 276.8 | 200.7 | 0 | 152 | 252 | 356 | 1120 |
G4 | 165 | 606.2 | 328.3 | 32 | 400 | 560 | 748 | 2100 |
G5 | 465 | 53.2 | 35.1 | 4 | 40 | 48 | 60 | 520 |
G6 | 58 | 186.1 | 244.6 | 0 | 32 | 52 | 295 | 1000 |
G7 | 255 | 692 | 786.6 | 40 | 400 | 560 | 600 | 5200 |
G8 | 280 | 999.2 | 414.6 | 400 | 720 | 840 | 1230 | 3480 |
G9 | 246 | 13.8 | 42.1 | 0 | 0 | 4 | 12 | 400 |
G10 | 276 | 22.7 | 33.1 | 0 | 4 | 12 | 30.5 | 212 |
G11 | 129 | 324.3 | 284.4 | 0 | 140 | 320 | 400 | 2000 |
G12 | 136 | 22.9 | 22.9 | 0 | 12 | 12 | 27 | 120 |
G13 | 223 | 408.1 | 219.3 | 20 | 248 | 392 | 520 | 1440 |
G14 | 75 | 691.8 | 320.8 | 44 | 480 | 600 | 816 | 1960 |
G15 | 274 | 691.1 | 360 | 0 | 440 | 680 | 920 | 2500 |
G16 | 431 | 45.9 | 68.5 | 0 | 0 | 28 | 64 | 576 |
Food Groups | κ (Confidence Interval) | Disagreement Probability 1 | Agreement 2 |
---|---|---|---|
Total | 0.67 (0.66–0.68) | 0.18 | substantial |
G1 | 0.67 (0.60–0.72) | 0.15 | substantial |
G2 | 0.01 (−0.12–0.14) | 0.87 | slight |
G3 | 0.86 (0.84–0.88) | 0.04 | near perfect |
G4 | 0.41 (0.33–0.50) | 0.19 | moderate |
G5 | 0.02 (−0.04–0.08) | 0.31 | slight |
G6 | 0.88 (0.83–0.91) | 0.03 | near perfect |
G7 | 0.18 (0.10–0.26) | 0.27 | slight |
G8 | - | 0.01 | near perfect * |
G9 | 0.17 (0.09–0.25) | 0.13 | slight |
G10 | - | 0.11 | substantial * |
G11 | 0.33 (0.22–0.43) | 0.37 | fair |
G12 | - | 0 | perfect * |
G13 | 0.11 (0.02–0.19) | 0.52 | slight |
G14 | 0.19 (0.04–0.34) | 0.2 | slight |
G15 | 0.81 (0.78–0.83) | 0.08 | near perfect |
G16 | 0.44 (0.39–0.49) | 0.01 | moderate |
Food Groups | Year | ||||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
2014–16 | 2017–19 | 2020–21 | p Value | ||||||||||
n | 25th | 50th (Median) | 75th | n | 25th | 50th (Median) | 75th | n | 25th | 50th (Median) | 75th | ||
Total | 414 | 90 | 242 a | 380 | 2455 | 20 | 100 a | 520 | 1339 | 52 | 276 b | 560 | <0.001 * |
G1 | -- | ND | ND | ND | 67 | 140 | 400 | 600 | 78 | 400 | 480 | 560 | 0.881 |
G2 | 46 | 175 | 236 | 296 | 76 | 122 | 268 | 354 | -- | ND | ND | ND | 0.265 |
G3 | 146 | 185.5 | 254 | 347.5 | 220 | 172 | 260 | 380 | 135 | 100 | 240 | 332 | 0.742 |
G4 | -- | ND | ND | ND | 158 | 400 | 560 a | 757 | 79 | 392 | 600 b | 760 | 0.002 * |
G5 | -- | ND | ND | ND | 276 | 40 | 40 a | 60 | 218 | 40 | 48 b | 60 | 0.005 * |
G8 | -- | ND | ND | ND | 250 | 760 | 840 a | 1110 | 89 | 720 | 920 b | 1400 | 0.003 * |
G14 | -- | ND | ND | ND | 47 | 480 | 600 a | 816 | 32 | 540 | 680 b | 808 | 0.005 * |
G15 | 34 | 600 | 700 | 900 | 123 | 306 | 640 | 980 | 151 | 520 | 680 | 840 | 0.071 |
G16 | -- | ND | ND | ND | 345 | 0 | 28 a | 64 | 86 | 16 | 28 b | 51 | 0.005 * |
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Beltrá, M.; Borrás, F.; Ropero, A.B. Sodium Content of Foods Sold in the Spanish Market. Results from the BADALI Project. Nutrients 2021, 13, 3410. https://doi.org/10.3390/nu13103410
Beltrá M, Borrás F, Ropero AB. Sodium Content of Foods Sold in the Spanish Market. Results from the BADALI Project. Nutrients. 2021; 13(10):3410. https://doi.org/10.3390/nu13103410
Chicago/Turabian StyleBeltrá, Marta, Fernando Borrás, and Ana B. Ropero. 2021. "Sodium Content of Foods Sold in the Spanish Market. Results from the BADALI Project" Nutrients 13, no. 10: 3410. https://doi.org/10.3390/nu13103410
APA StyleBeltrá, M., Borrás, F., & Ropero, A. B. (2021). Sodium Content of Foods Sold in the Spanish Market. Results from the BADALI Project. Nutrients, 13(10), 3410. https://doi.org/10.3390/nu13103410