| Literature DB >> 31590256 |
Mi Zhou1, Srijith Rajamohan2, Valisa Hedrick3, Sofia Rincón-Gallardo Patiño4, Faiz Abidi5, Nicholas Polys6, Vivica Kraak7.
Abstract
Celebrity endorsement used to promote energy-dense and nutrient-poor (EDNP) food and beverage products may contribute to poor dietary habits. This study examined celebrity endorsement of branded food and beverage products and marketing campaigns in the United States (US) from 1990 to 2017. Celebrity endorsement data were collected from peer-reviewed and grey literature. Interactive data visualizations were created for the endorsement relationships between celebrities, companies and products whose nutritional profiles were compared with the US Department of Agriculture's (USDA's) Smart Snacks Standards. Logistic regression was used to explore associations between celebrities' demographic profiles and the nutritional profiles of products. Results showed 542 celebrities were associated with 732 endorsements representing 120 brands of 59 companies across 10 food and beverage categories. Two thirds (67.2%; n = 80) of the brands represented EDNP products that did not align with the USDA's Smart Snacks Standards. Logistic regression analysis indicated that Millennial (p = 0.008) and male celebrities (p = 0.041) were more likely to endorse EDNP products than Generation Z teen and female celebrities, respectively. No statistical significance was observed for celebrities of other demographic profiles. This study may inform future policies and actions of the US government, industry, researchers and consumer advocacy organizations to use celebrity endorsement to promote healthy food environments for Americans.Entities:
Keywords: Smart Snacks Standards; United States; celebrity endorsement; food and beverage products
Mesh:
Year: 2019 PMID: 31590256 PMCID: PMC6801952 DOI: 10.3390/ijerph16193743
Source DB: PubMed Journal: Int J Environ Res Public Health ISSN: 1660-4601 Impact factor: 3.390
Food and beverage categories in the celebrity database.
| Food and Beverage Categories | FTC 1 | HER 2 and USDA’s Smart Snacks Standards 3 |
|---|---|---|
| Breakfast cereals | X | |
| Dairy products | X | |
| Snacks and candy | X | |
| Prepared foods and meals | X | |
| Quick-service restaurant (QSR) foods | X | |
| Fruits and vegetables | X | |
| Sugar-sweetened beverages (SSBs) | X | |
| Low-calorie beverages (LCBs) | X | |
| No-calorie beverages (NCBs) | X | |
| Water | X |
1 Federal Trade Commission [28]; 2 Healthy Eating Research [42]; 3 US Department of Agriculture’s Smart Snacks Standards 2014–2015 [13].
USDA’s Smart Snacks Standards 2014–2015 [13].
| Nutrient | Snack | Entrée |
|---|---|---|
| Calories | 200 calories or less | 350 calories or less |
| Sodium | 200 mg or less | 480 mg or less |
| Total Fat | 35% of calories or less | 35% of calories or less |
| Saturated Fat | Less than 10% of calories | Less than 10% of calories |
| 0 g | 0 g | |
| Total Sugar | 35% by weight or less | 35% by weight or less |
Demographic profiles of celebrities (n = 542) who endorsed food and beverage products or brands in the US between 1990 and 2017.
| Demographic Profile | Celebrities, |
|---|---|
| Profession category | |
| Sports/athlete | 202 (37.3) |
| Entertainment | 320 (59.0) |
| Other (e.g., chefs, political figures) | 20 (3.7) |
| Age 1 | |
| Generation Z (17–22 years) | 10 (1.8) |
| Millennials (23–36 years) | 211 (38.9) |
| Generation X (37–51 years) | 215 (39.7) |
| Baby Boomers (52–66 years) | 76 (14.0) |
| Silent Generation (67+ years) | 30 (5.5) |
| Sex | |
| Male | 332 (61.3) |
| Female | 210 (38.7) |
| Race/ethnicity | |
| Black | 138 (25.5) |
| White | 338 (62.4) |
| Latino(a) | 32 (5.9) |
| Asian | 14 (2.6) |
| Multi-racial | 20 (3.7) |
1 Celebrity age was calculated according to the marketing age segment classification in 2017 [41].
Figure 1Comparison for the percentages and numbers of endorsements (n = 732) and the number of unique brands or products (n = 120) by food and beverage categories (n = 10). Abbreviations: quick-service restaurant (QSR); sugar-sweetened beverage (SSB); low-calorie beverage (LCB); no-calorie beverage (NCB).
Figure 2Top 10 companies or organizations ranked by number of partnered celebrities to promote food and beverage products or brands. Abbreviations: Milk Processor’s Education Program (MilkPEP); Partnership for a Healthier America (PHA); The Coca-Cola Company (TCCC).
Associations between celebrity demographic profiles and food and beverage category endorsements (n = 732).
| Celebrity Demographic Profiles | Food and Beverage Categories, | Total | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Breakfast Cereal | Dairy Products | Fruits and Vegetables | LCBs | NCBs | Prepared Foods | QSR Foods | Snacks and Candy | SSBs | Water | |||
| Race/ethnicity | Black | 6 (2.9) | 33 (15.9) | 33 (15.9) | 4 (1.9) | 3 (1.4) | 6 (2.9) | 26 (12.6) | 19 (9.2) | 69 (33.3) | 8 (3.9) | 207 (100) |
| White | 8 (1.9) | 174 (40.9) | 38 (8.9) | 14 (3.3) | 8 (1.9) | 8 (1.9) | 32 (7.5) | 25 (5.9) | 105 (24.7) | 13 (3.1) | 425 (100) | |
| Latino(a) | 0 (0.0) | 15 (33.3) | 3 (6.7) | 3 (6.7) | 3 (6.7) | 0 (0) | 6 (13.3) | 2 (4.4) | 12 (26.7) | 1 (2.2) | 45 (100) | |
| Asian | 0 (0.0) | 4 (21.1) | 1 (5.3) | 1 (5.3) | 2 (10.5) | 2 (10.5) | 3 (15.8) | 3 (15.8) | 3 (15.8) | 0 (0) | 19 (100) | |
| Multi-racial | 1 (2.8) | 5 (13.9) | 8 (22.2) | 4 (11.1) | 1 (2.8) | 1 (2.8) | 4 (11.1) | 2 (5.6) | 7 (19.4) | 3 (8.3) | 36 (100) | |
| Sex | Male | 11 (2.4) | 120 (26.3) | 56 (12.3) | 14 (3.1) | 8 (1.8) | 12 (2.6) | 48 (10.5) | 30 (6.6) | 149 (32.6) | 9 (2.0) | 457 (100) |
| Female | 4 (1.5) | 111 (40.4) | 27 (9.8) | 12 (4.4) | 9 (3.3) | 5 (1.8) | 23 (8.4) | 21 (7.6) | 47 (17.1) | 16 (5.8) | 275 (100) | |
| Profession category | Athlete | 12 (3.9) | 59 (19.3) | 52 (17.0) | 8 (2.6) | 6 (2.0) | 5 (1.6) | 41 (13.4) | 22 (7.2) | 96 (31.4) | 5 (1.6) | 306 (100) |
| Entertainer | 3 (0.7) | 169 (41.9) | 27 (6.7) | 18 (4.5) | 10 (2.5) | 6 (1.5) | 25 (6.2) | 28 (6.9) | 100 (24.8) | 17 (4.2) | 403 (100) | |
| Other | 0 (0.0) | 3 (13.0) | 4 (17.4) | 0 (0.0) | 1 (4.3) | 6 (26.1) | 5 (21.7) | 1 (4.3) | 0 (0.0) | 3 (13.0) | 23 (100) | |
| Age | Generation Z (17–22 years) | 2 (16.7) | 2 (16.7) | 4 (33.3) | 2 (16.7) | 0 (0.0) | 0 (0.0) | 1 (8.3) | 0 (0.0) | 0 (0.0) | 1 (8.3) | 12 (100) |
| Millennials (23–36 years) | 6 (2.0) | 58 (18.9) | 54 (17.6) | 9 (2.9) | 10 (3.3) | 5 (1.6) | 28 (9.1) | 31 (10.1) | 99 (32.2) | 7 (2.3) | 307 (100) | |
| Generation X (37–51 years) | 6 (2.0) | 91 (30.8) | 21 (7.1) | 11 (3.7) | 4 (1.4) | 8 (2.7) | 36 (12.2) | 17 (5.8) | 88 (29.8) | 13 (4.4) | 295 (100) | |
| Baby Boomers (52–66 year) | 1 (1.2) | 55 (67.1) | 4 (4.9) | 3 (3.7) | 3 (3.7) | 4 (4.9) | 4 (4.9) | 1 (1.2) | 5 (6.1) | 2 (2.4) | 82 (100) | |
| Silent Generation (67+ years) | 0 (0.0) | 25 (69.4) | 0 (0.0) | 1 (2.8) | 0 (0.0) | 0 (0.0) | 2 (5.6) | 2 (5.6) | 4 (11.1) | 2 (5.6) | 36 (100) | |
Figure 3Screenshot of an interactive dendrogram showing the celebrity endorsement relationships by the food and beverage category (n = 10), companies (n = 59) and celebrities (n = 542). We created two dendrograms that emphasized the endorsement relationships from different perspectives: dendrogram one emphasizes the food and beverage category endorsements and dendrogram two emphasizes the company endorsements. The two interactive dendrograms can be viewed online [47] in any web browser by disabling the browser protection to enable the loading of files required for the D3-based visualization.
Alignments with the USDA’s Smart Snacks Standards [13] for the food and beverage endorsements (n = 510), brands (n = 119) and celebrities (n = 356).
| Alignments with the Smart Snacks Standards |
| Percentage | |
|---|---|---|---|
| Endorsements for products or brands aligned | 172 | 33.7 | <0.001 * |
| Endorsements for products or brands not aligned | 338 | 66.3 | |
| Endorsed products or brands aligned | 39 | 32.8 | <0.001 * |
| Endorsed products or brands not aligned | 80 | 67.2 | |
| Celebrities only associated with endorsements aligned | 119 | 33.4 | <0.001 * |
| Celebrities associated with endorsements not aligned | 237 | 66.6 |
* Statistically significant.
Associations between celebrity demographic profiles and the nutritional profiles of food and beverage product or brand endorsements (n = 510).
| Celebrity Demographic Profiles | Alignments with the USDA’s Smart Snacks Standards [ | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| Aligned | Not Aligned | χ2 | Logistic Regression | |||||||
| Count | Column % | Row % | Count | Column % | Row % | Odds Ratio | ||||
| Profession category | Sports/athlete | 86 | 50.0 | 34.3 | 165 | 48.8 | 65.7 | 0.774 | ||
| Entertainer | 78 | 45.3 | 32.6 | 161 | 47.6 | 67.4 | 1.169 | 0.471 | ||
| Other | 8 | 4.7 | 40.0 | 12 | 3.6 | 60.0 | 1.146 | 0.970 | ||
| Sex | Male | 104 | 60.5 | 30.3 | 239 | 70.7 | 69.7 | 0.020 * | 1.546 | 0.041 * |
| Female | 68 | 39.5 | 40.7 | 99 | 29.3 | 59.3 | ||||
| Age | Millennial (23–36 years) | 91 | 52.9 | 35.5 | 165 | 48.8 | 64.5 | 0.002 * | ||
| Generation Z (17–22 years) | 8 | 4.7 | 80.0 | 2 | 0.6 | 20.0 | 7.19 | 0.015 * | ||
| Generation X (37–51 years) | 56 | 32.6 | 27.3 | 149 | 44.1 | 72.7 | 0.717 | 0.126 | ||
| Baby Boomer (52–66 years) | 14 | 8.1 | 50.0 | 14 | 4.1 | 50.0 | 2.096 | 0.088 | ||
| Silent Generation (67+ years) | 3 | 1.7 | 27.3 | 8 | 2.4 | 72.7 | 0.764 | 0.704 | ||
| Race/ethnicity | Black | 56 | 32.6 | 32.6 | 119 | 35.2 | 68.0 | 0.184 | ||
| White | 83 | 48.3 | 32.5 | 172 | 50.9 | 67.5 | 1.021 | 0.924 | ||
| Latino(a) | 10 | 5.8 | 30.3 | 23 | 6.8 | 69.7 | 0.918 | 0.842 | ||
| Asian | 6 | 3.5 | 40.0 | 9 | 2.7 | 60.0 | 1.827 | 0.292 | ||
| Multi-racial | 17 | 9.9 | 53.1 | 15 | 4.4 | 46.9 | 2.349 | 0.033 * | ||
* Statistically significant. Notes: The column percentages represent the proportions of celebrities of different demographic categories involved with healthy or energy-dense and nutrient-poor (EDNP) product endorsements. The row percentages indicate the proportion of healthy or EDNP product endorsements associated with celebrities of each demographic characteristic. The first variable in each demographic group was set up as the reference variables (i.e., endorsements that were associated with sports, males, Millennials and Black celebrities) in the logistic regression model. The odds ratio quantifies how likely are the celebrity endorsements that are associated with products or brands that have nutritional profiles that are aligned with the Smart Snacks Standards compared with the reference variables.