| Literature DB >> 35144589 |
Laura Vergeer1, Mavra Ahmed1, Lana Vanderlee1,2, Christine Mulligan1, Madyson Weippert1, Beatriz Franco-Arellano1,3, Kacie Dickinson1,4, Jodi T Bernstein1, Marie-Ève Labonté1,2, Mary R L'Abbé5.
Abstract
BACKGROUND: Food companies shape Canada's food supply through voluntary actions and commitments concerning product (re)formulation; however, the extent that these initiatives translate into actual improvements in nutritional quality is unclear. This study examined changes in the nutritional quality of products offered by the top 22 packaged food and beverage companies in Canada from 2013 to 2017, in relation to the strength of their product (re) formulation actions and commitments.Entities:
Keywords: Commitment; Food company; Nutrient profile; Nutritional quality; Reformulation
Mesh:
Substances:
Year: 2022 PMID: 35144589 PMCID: PMC8832833 DOI: 10.1186/s12889-022-12683-2
Source DB: PubMed Journal: BMC Public Health ISSN: 1471-2458 Impact factor: 3.295
The number of products offered by top packaged food and beverage companies in Canada in 2013 and 2017
| Company | Total products (n) | Matched products | Products discontinued or sold to other companies | New or acquired products | ||||
|---|---|---|---|---|---|---|---|---|
| 2013 | 2017 | n | % | n | % | n | % | |
| OVERALL | 6490 | 8277 | 4074 | 49.2 | 2416 | 37.2 | 4203 | 50.8 |
| A. Lassonde | 55 | 77 | 35 | 45.5 | 20 | 36.4 | 42 | 54.5 |
| Agropur | 99 | 123 | 53 | 43.1 | 46 | 46.5 | 70 | 56.9 |
| Campbell Soup | 197 | 222 | 116 | 52.3 | 81 | 41.1 | 106 | 47.7 |
| Canada Bread | 101 | 96 | 48 | 50.0 | 58 | 57.4 | 42 | 43.8 |
| Canada Dry Mott’s | 50 | 64 | 40 | 62.5 | 10 | 20.0 | 24 | 37.5 |
| Coca-Cola | 83 | 138 | 68 | 49.3 | 14 | 16.9 | 70 | 50.7 |
| Danone | 63 | 132 | 37 | 28.0 | 26 | 41.3 | 95 | 72.0 |
| General Mills | 300 | 382 | 194 | 50.8 | 106 | 35.3 | 188 | 49.2 |
| George Weston | 104 | 169 | 65 | 38.5 | 39 | 37.5 | 104 | 61.5 |
| Kellogg | 129 | 138 | 84 | 60.9 | 45 | 34.9 | 54 | 39.1 |
| Kraft Heinzf | 612 | 460 | 332 | 72.2 | 240 | 39.2 | 168 | 36.5 |
| Loblaw | 2260 | 3099 | 1479 | 47.7 | 781 | 34.6 | 1620 | 52.3 |
| Maple Leaf Foods | 178 | 158 | 90 | 57.0 | 88 | 49.4 | 68 | 43.0 |
| Mondelēz | 45 | 227 | 68 | 30.0 | 17 | 37.8 | 119 | 52.4 |
| Nestlé | 277 | 313 | 158 | 50.5 | 120 | 43.3 | 155 | 49.5 |
| Ocean Spray | 32 | 38 | 25 | 65.8 | 7 | 21.9 | 13 | 34.2 |
| Parmalat | 72 | 120 | 41 | 34.2 | 31 | 43.1 | 79 | 65.8 |
| PepsiCo | 267 | 340 | 199 | 58.5 | 68 | 25.5 | 141 | 41.5 |
| Saputo | 78 | 95 | 36 | 37.9 | 37 | 47.4 | 65 | 68.4 |
| Sobeys | 1248 | 1633 | 754 | 46.2 | 494 | 39.6 | 879 | 53.8 |
| Sun-Rype | 40 | 36 | 19 | 52.8 | 21 | 52.5 | 17 | 47.2 |
| Unilever | 200 | 217 | 133 | 61.3 | 67 | 33.5 | 84 | 38.7 |
aData from a subset of FLIP 2017 database that includes products offered by the 22 top packaged food and beverage companies in Canada (as of 2016). bRefers to products that were matched between the FLIP 2013 and 2017 datasets (based on barcode, product name, brand, company, Nutrition Facts table, ingredients list, product packaging); products may or may not have been reformulated. cThe percentage of products in FLIP 2017 that were matched to FLIP 2013. dThe number and percentage of products offered in 2013 but not 2017, such as due to discontinuation or acquisition of the product by another company; alternatively, products may have not been captured in FLIP 2017 despite being offered by one of the sampled companies at the time of data collection. eThe number and percentage of products in 2017 but not 2013, such as due to the introduction of new products or acquisition of products from another company; alternatively, products may have not been captured in FLIP 2013 despite being offered by one of the sampled companies at the time of data collection. fIn 2013, Kraft Foods and Heinz were two separate companies prior to merging in 2015 and forming The Kraft Heinz Company. However, to enable examination of changes in the nutritional quality of the company’s products over time – and because Kraft Heinz was assessed as one company using the FCR scoring tool – Kraft and Heinz were treated as a single company in 2013, as was done in similar research conducted on the Australian market [24]
Changes in the mean Health Star Rating (HSR) and proportion of the total products offered by each of the sampled companies with an HSR ≥3.5 between 2013 and 2017
| Company | Products (n) | Mean HSR (SD) in 2013 | Mean HSR (SD) in 2017 | ∆Mean HSR | Absolute ∆ in % of products with HSR ≥ 3.5 (%) | ||||
|---|---|---|---|---|---|---|---|---|---|
| 2013 | 2017 | Absolute | % | ||||||
| A. Lassonde | 55 | 77 | 2.3 (1.1) | 2.3 (0.9) | 0.0 | 2.0 | 0.091 | −3.6 | 0.70 |
| Agropur | 99 | 123 | 3.6 (1.4) | 3.6 (1.3) | 0.0 | 0.5 | 0.85 | 5.9 | 0.44 |
| Campbell Soup | 197 | 222 | 3.1 (0.8) | 3.2 (0.8) | 0.1 | 3.2 | 0.43 | −0.4 | 1.00 |
| Canada Bread | 101 | 96 | 3.5 (0.7) | 3.0 (1.3) | − 0.4 | −12.4 | 0.25 | −14.6 | |
| Canada Dry Mott’s | 50 | 64 | 2.3 (1.3) | 2.1 (1.2) | −0.2 | −9.2 | 0.37 | −10.6 | 0.30 |
| Coca-Cola | 83 | 138 | 2.3 (1.4) | 2.2 (1.3) | −0.2 | −7.0 | 0.55 | −4.5 | 0.50 |
| Danone | 63 | 132 | 3.9 (0.9) | 3.5 (1.0) | −0.4 | −10.1 | −1.8 | 0.94 | |
| General Mills | 300 | 382 | 2.9 (1.3) | 2.8 (1.3) | −0.1 | −5.1 | 0.20 | −4.0 | 0.32 |
| George Weston | 104 | 169 | 3.3 (0.9) | 3.2 (0.9) | −0.1 | −3.3 | 0.22 | −6.5 | 0.33 |
| Kellogg | 129 | 138 | 2.9 (1.1) | 2.8 (1.1) | −0.1 | −2.9 | 0.54 | −0.8 | 1.00 |
| Kraft Heinzb | 612 | 460 | 2.2 (1.1) | 2.9 (1.3) | 0.7 | 31.1 | 23.6 | ||
| Loblaw | 2260 | 3099 | 2.9 (1.2) | 3.1 (1.3) | 0.2 | 7.5 | 8.9 | ||
| Maple Leaf Foods | 178 | 158 | 2.3 (1.1) | 2.3 (1.1) | 0.0 | −0.1 | 0.91 | 0.7 | 0.99 |
| Mondelēz | 45 | 227 | 1.2 (0.9) | 1.9 (1.1) | 0.7 | 58.0 | 12.8 | ||
| Nestlé | 277 | 313 | 2.4 (1.0) | 2.4 (1.1) | 0.0 | 0.4 | 0.92 | −3.5 | 0.36 |
| Ocean Spray | 32 | 38 | 2.5 (1.0) | 2.9 (1.2) | 0.3 | 12.8 | 0.28 | 8.6 | 0.53* |
| Parmalat | 72 | 120 | 3.3 (1.3) | 3.0 (1.4) | −0.4 | −10.8 | 0.091 | −4.4 | 0.65 |
| PepsiCo | 267 | 340 | 2.7 (1.1) | 2.6 (1.1) | −0.1 | −3.7 | 0.20 | 0.0 | 1.00 |
| Saputo | 78 | 95 | 2.3 (1.6) | 3.1 (1.6) | 0.8 | 33.2 | 22.7 | ||
| Sobeys | 1248 | 1633 | 2.8 (1.2) | 2.9 (1.2) | 0.1 | 3.3 | 4.4 | ||
| Sun-Rype | 40 | 36 | 2.6 (1.0) | 2.4 (0.7) | −0.2 | −8.1 | 0.63 | −11.9 | 0.16* |
| Unilever | 200 | 217 | 2.8 (0.8) | 2.8 (0.8) | 0.0 | 0.3 | 0.93 | 3.0 | 0.57 |
aPercentage change was calculated by dividing the difference in mean HSRs between 2013 and 2017 by the mean HSR in 2013, multiplied by 100. *Results of Mann-Whitney U tests; p-values < 0.05 were considered statistically significant (shown in boldface). bIn 2013, Kraft Foods and Heinz were two separate companies prior to merging in 2015 and forming The Kraft Heinz Company. However, to enable examination of changes in the nutritional quality of the company’s products over time – and because Kraft Heinz was assessed as one company using the FCR scoring tool – Kraft and Heinz were treated as a single company in 2013, as was done in similar research conducted on the Australian market [24]. **Results of Pearson chi-squared tests; an asterisk indicates that the Fisher’s exact test was used instead due to small group sizes; p-values < 0.05 were considered statistically significant (shown in boldface)
Mean and median changes in Health Star Ratings (HSRs) of matched products – and changes in mean HSRs of unmatched products – between 2013 and 20171
| Company | Matched products | Unmatched products | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| Mean ∆HSR | Median ∆HSR | Mean (SD) HSR | Change in mean HSR | |||||||
| Abs. | % | Abs. | % | Products discontinued/sold to other companies (2013) | New/acquired products (2017) | Abs. | % | |||
| A. Lassonde | −0.2 | −3.2 | 0.0 | 0.0 | 0.27 | 2.0 (0.8) | 2.4 (0.9) | 0.4 | 20.0 | |
| Agropur | −0.2 | 8.9 | 0.0 | 0.0 | 0.35 | 3.2 (1.5) | 3.5 (1.2) | 0.3 | 8.7 | 0.44 |
| Campbell Soup | 0.0 | −0.4 | 0.0 | 0.0 | 0.21 | 3.0 (0.9) | 3.3 (1.0) | 0.3 | 8.7 | 0.14 |
| Canada Bread | 0.0 | −0.2 | 0.0 | 0.0 | 0.51 | 3.5 (0.7) | 3.3 (1.3) | −0.2 | −6.8 | 0.55 |
| Canada Dry Mott’s | 0.0 | 1.7 | 0.0 | 0.0 | 0.41 | 2.6 (1.3) | 1.9 (1.3) | −0.7 | −25.5 | 0.18 |
| Coca-Cola | 0.1 | 6.0 | 0.0 | 0.0 | 0.31 | 2.2 (1.2) | 1.9 (1.0) | −0.3 | −14.2 | 0.24 |
| Danone | 0.0 | 0.3 | 0.0 | 0.0 | 1.00 | 4.3 (0.9) | 3.4 (1.1) | −0.8 | −18.9 | |
| General Mills | 0.0 | 2.0 | 0.0 | 0.0 | 0.10 | 3.3 (1.3) | 2.8 (1.2) | −0.5 | −16.2 | |
| George Weston | 0.0 | −0.5 | 0.0 | 0.0 | 0.89 | 3.5 (0.8) | 3.2 (0.9) | −0.3 | −8.1 | 0.06 |
| Kellogg | 0.0 | 1.5 | 0.0 | 0.0 | 0.24 | 3.0 (1.1) | 2.7 (1.0) | −0.3 | −10.1 | 0.13 |
| Kraft Heinz6 | 0.7 | 44.4 | 0.0 | 0.0 | 2.3 (1.1) | 2.7 (1.1) | 0.5 | 20.1 | ||
| Loblaw | 0.1 | 8.8 | 0.0 | 0.0 | 2.7 (1.2) | 3.1 (1.2) | 0.4 | 13.3 | ||
| Maple Leaf Foods | 0.1 | 8.6 | 0.0 | 0.0 | 2.6 (1.1) | 2.6 (1.2) | 0.0 | −0.8 | 0.99 | |
| Mondelēz | 0.2 | 20.2 | 0.0 | 0.0 | 0.9 (0.6) | 2.0 (1.2) | 1.1 | 116.6 | ||
| Nestlé | 0.1 | 6.9 | 0.0 | 0.0 | 2.6 (1.0) | 2.4 (1.0) | −0.1 | −5.2 | 0.21 | |
| Ocean Spray | 0.6 | 34.1 | 0.0 | 0.0 | 2.6 (1.2) | 2.4 (1.0) | −0.1 | −5.8 | 0.97 | |
| Parmalat | 0.0 | 22.4 | 0.0 | 0.0 | 0.96 | 3.8 (1.0) | 3.0 (1.5) | −0.9 | −23.0 | |
| PepsiCo | 0.0 | 0.9 | 0.0 | 0.0 | 0.72 | 2.7 (1.1) | 2.4 (1.1) | −0.3 | −9.9 | |
| Saputo | −0.3 | −14.3 | 0.0 | 0.0 | 2.0 (1.6) | 3.2 (1.6) | 1.1 | 55.7 | ||
| Sobeys | 0.1 | 7.0 | 0.0 | 0.0 | 2.8 (1.1) | 2.9 (1.3) | 0.1 | 3.6 | 0.051 | |
| Sun-Rype | 0.0 | 0.0 | 0.0 | 0.0 | N/A | 2.6 (1.1) | 2.2 (0.4) | −0.4 | −16.9 | 0.52 |
| Unilever | 0.1 | 8.2 | 0.0 | 0.0 | 2.6 (0.8) | 2.5 (0.7) | −0.1 | −5.6 | 0.09 | |
1Individual products offered by the sampled companies in both 2013 and 2017 were matched either by barcode or manually by identifying products with identical brand and product names, and the same or similar Nutrition Facts tables, ingredients lists and product packaging. Unmatched products refer to those collected in either 2013 or 2017, but not both years (e.g., newly developed or acquired products, or products that were discontinued or sold to companies not included in this sample). 2Absolute and percentage changes were calculated based on the 2013 and 2017 HSRs of each matched product (by dividing the difference in 2013 and 2017 HSRs by the 2013 HSR, multiplied by 100), and then averaged across all products to generate mean and median absolute and percentage changes. 3Results of Wilcoxon signed-rank tests; p-values < 0.05 were considered statistically significant (shown in boldface). 4Absolute and percentage changes were determined based on the mean HSRs for all unmatched products in 2013 and 2017; percentage change was calculated by dividing the difference between mean HSRs in 2013 and 2017 by the mean HSR in 2013, multiplied by 100. 5Results of Mann-Whitney U tests; p-values < 0.05 were considered statistically significant (shown in boldface). 6In 2013, Kraft Foods and Heinz were two separate companies prior to merging in 2015 and forming The Kraft Heinz Company. However, to enable examination of changes in the nutritional quality of the company’s products over time – and because Kraft Heinz was assessed as one company using the FCR scoring tool – Kraft and Heinz were treated as a single company in 2013, as was done in similar research conducted on the Australian market [24]
Absolute and percentage changes in median calories, sodium, saturated fat, trans fat, total sugars and free sugars per 100 g (or mL) in the product portfolios of the sampled companies between 2013 and 2017.1,2
1Median nutrient values in each company’s products in 2013 are presented overall and by food category in Supplementary Table 4 (Additional File 1); 2017 values have been published elsewhere [3]. 2Percentage change was calculated by dividing the difference in median calorie or nutrient contents between 2013 and 2017 by the median amount of calories or the nutrient in 2013, multiplied by 100. Percentage change colour scale was adapted from: Neal B, Sacks G, Shahid M, Taylor F, Huffman M. FoodSwitch: State of the Food Supply (April 2019) 2019. Available from: https://www.georgeinstitute.org/sites/default/files/food_supply_report.pdf. 3Results of Mann-Whitney U tests; p-values < 0.05 were considered statistically significant (shown in boldface). A dash (−) indicates that a p-value could not be calculated for companies that had 0 g of that nutrient in all products offered in both 2013 and 2017. 4N/A indicates that percentage change could not be determined when the median nutrient value per 100 g (or mL) in 2013 was 0 g. 5In 2013, Kraft Foods and Heinz were two separate companies prior to merging in 2015 and forming The Kraft Heinz Company. However, to enable examination of changes in the nutritional quality of the company’s products over time – and because Kraft Heinz was assessed as one company using the FCR scoring tool – Kraft and Heinz were treated as a single company in 2013, as was done in similar research conducted on the Australian market [24]
Median absolute and percentage changes in the calorie, sodium, saturated fat, trans fat, total sugars and free sugars contents per 100 g (or mL) for products offered by the sampled companies that were matched between 2013 and 2017.1,2
1Absolute and percentage changes were calculated based on the 2013 and 2017 cal/nutrient amount of each matched product (by dividing the difference in 2013 and 2017 cal/nutrient amount by the 2013 cal/nutrient amount, multiplied by 100), and then averaged across all products to generate median absolute and percentage changes. Percentage change colour scale was adapted from: Neal B, Sacks G, Shahid M, Taylor F, Huffman M. FoodSwitch: State of the Food Supply (April 2019) 2019. Available from: https://www.georgeinstitute.org/sites/default/files/food_supply_report.pdf. 2Individual products offered by the sampled companies in both 2013 and 2017 were matched either by barcode or manually by identifying products with identical brand and product names, and the same or similar Nutrition Facts tables, ingredients lists and product packaging. 3Results of Wilcoxon signed-rank tests; p-values < 0.05 were considered statistically significant (shown in boldface). 4N/A indicates that percentage change and p-values could not be calculated for companies whose matched products all contained 0 g of the nutrient in both 2013 and 2017. 5In 2013, Kraft Foods and Heinz were two separate companies prior to merging in 2015 and forming The Kraft Heinz Company. However, to enable examination of changes in the nutritional quality of the company’s products over time – and because Kraft Heinz was assessed as one company using the FCR scoring tool – Kraft and Heinz were treated as a single company in 2013, as was done in similar research conducted on the Australian market [24]
Fig. 1Food Company Reformulation (FCR) tool total scores and absolute changes in mean HSRs of the products offered by Canada’s top packaged food and beverage companies between 2013 and 2017. 1The FCR tool quantifies the strength of voluntary reported recent actions and commitments made by food companies to reduce energy/portion sizes, sodium, saturated fat, trans fat and (total, added or free) sugars in their products; scores were calculated out of 100%. Companies only or primarily offering beverages were not evaluated for sodium, saturated fat or trans fat. Health Star Ratings (HSRs) of products were examined in relation to FCR tool total scores. Details about the FCR scoring tool methodology and a complete breakdown of companies’ scores is provided elsewhere [26]. An asterisk (*) indicates that data on recent actions and commitments was based on publicly available information only since the company opted not to participate in the research process for the BIA-Obesity Canada 2017 project
Fig. 2Average absolute changes in the mean Health Star Ratings (A), and median calorie (B), sodium (C), saturated fat (D), trans fat (E) and free sugars (F) contents per 100 g (or mL) in products offered by the sampled companies between 2013 and 2017, presented in relation to the strength of their voluntary recent actions and commitments concerning product (re) formulation as evaluated based on the Food Company Reformulation (FCR) scoring tool. 1The FCR tool quantifies the strength of voluntary reported recent actions and commitments made by food companies to reduce energy/portion sizes, sodium, saturated fat, trans fat and (total, added or free) sugars in their products; scores were calculated out of 100%. Companies only or primarily offering beverages were not evaluated for sodium, saturated fat or trans fat. Health Star Ratings (HSRs) of products were examined in relation to FCR tool total scores. Details about the FCR scoring tool methodology and a complete breakdown of companies’ scores is provided elsewhere [26]. 2Green bars depict absolute changes resulting in improved nutritional quality of products (i.e., an increase in HSR and a decrease in calorie, sodium, saturated fat, trans fat or free sugars contents), whereas red bars depict changes resulting in lower nutritional quality (i.e., a decrease in HSR and an increase in calorie or nutrient contents). An asterisk (*) indicates that data on recent actions and commitments was based on publicly available information only since the company opted not to participate in the research process for the BIA-Obesity Canada 2017 project
Results of generalized estimating equations examining Health Star Ratings (HSRs), and calories, sodium, saturated fat, trans fat, total sugars and free sugars per 100 g (or mL) in products offered by the top packaged food and beverage companies in Canada in relation to the year of collection (2013 or 2017), Food Company Reformulation (FCR) tool total scores or sub-scores for energy/portion sizes, sodium, saturated fat, trans fat or sugars, adjusted for food categorya, b, c, d
| HSR | Calories (kcal) | Sodium (mg) | Saturated fat (g) | Total sugars (g) | Free sugars (g) | ||||
|---|---|---|---|---|---|---|---|---|---|
| Number of products included | n | 14,767 | 14,767 | 14,230b,i | 14,230b,i | 14,230b,i | 14,767 | 14,491j | |
| Year1 | 1.10 | ||||||||
| 0.29 | |||||||||
| 2017 vs. 2013 | Exp(β)e, f, g, h | ||||||||
| 95% CI | |||||||||
| FCR score1,2 | 3.15 | 0.35 | 3.29 | ||||||
| 0.08 | 0.56 | 0.07 | |||||||
| Exp(β)e, f, g, h | 0.980 | ||||||||
| 95% CI | 0.949, 1.013 | ||||||||
| P-value | 0.23 | ||||||||
| Year*FCR score1,2 | 0.42 | 2.87 | 3.24 | 3.58 | |||||
| 0.52 | 0.09 | 0.07 | 0.06 | ||||||
| 2017 vs. 2013 | Exp(β)5–8 | ||||||||
| 95% CI | |||||||||
aThe generalized estimating equation analyses tested whether higher FCR tool scores (entered as a standardized continuous variable) were associated with greater increases in HSRs (i.e., healthier) or decreases in calories, sodium, saturated fat, trans fat, total sugars or free sugars per 100 g (or mL) between 2013 and 2017. Coefficients for the “year” variable measured whether HSRs, calories or nutrient levels (per 100 g or mL) tended to be higher or lower in 2017 compared to 2013. The “FCR score” variable coefficients measured whether there was an association between FCR scores and HSRs, calories or nutrient levels in products (per 100 g or mL). The “year*FCR score” variable examined whether the change in HSRs or calorie/nutrient density over time differed between products offered by companies with higher versus lower FCR tool scores. An association between higher FCR scores and greater improvements in nutritional quality between 2013 and 2017 would be suggested if all three of the following results were observed and statistically significant (p < 0.05): 1) calorie or nutrient amounts were lower in 2017 than 2013 (and HSRs were higher in 2017 than 2013); 2) FCR scores were negatively associated with calorie/nutrient amounts (and positively associated with HSRs); and 3) the “year*FCR score” interaction term variable was negative for calorie/nutrient outcome models (i.e., exp.(β) < 1) and positive for the HSR outcome model (exp(β) > 1; indicating a greater change in nutritional quality in higher-scoring companies’ products between 2013 and 2017). bThe FCR tool quantifies the strength of voluntary recent actions and commitments reported by food companies to reduce energy/portion sizes, sodium, saturated fat, trans fat and (total, added or free) sugars in their products; scores were calculated out of 100%. Companies only or primarily offering beverages were not evaluated for sodium, saturated fat or trans fat. HSRs of products were examined in relation to FCR tool total scores. Details about the FCR scoring tool methodology and a complete breakdown of companies’ scores is provided elsewhere [26]. cFood categories are defined in Health Canada’s Table of Reference Amounts for Food [39]. dBoldface values indicate statistically significant tests of model effects and pairwise comparisons; p-values < 0.05 were considered significant. For all contrasts, the reference category is listed second. Pairwise contrasts are not shown for variables that did not have a significant overall effect. eBased on a model with an inverse gaussian distribution and an identity link. fBased on a model with a Tweedie distribution and a logarithm link. gBased on a model with a normal distribution and an identity link. hBased on a model with a Tweedie distribution and an identity link. iProducts offered by beverage companies did not receive FCR tool scores for sodium, saturated fat or sugars, resulting in the exclusion of 537 products and a smaller sample size for these models. jModel excluded 276 products for which free sugars could not be estimated in the absence of an ingredients list. kExp(β) is the expected change in the mean of the dependent variable for each 1-unit change in a covariate. lA 1-unit change in a covariate multiplies the mean value of the dependent variable by exp.(β)