Enhanced Measurement of Sugar-Sweetened Beverage Marketing to Young Immigrant Children in Grocery Store Environments
Abstract
:1. Introduction
2. Materials and Methods
3. Statistical Analysis
4. Results
4.1. Milk and Dairy
4.2. Toddler and Infant Milk
4.3. Marketing Questions
5. Discussion
6. Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
References
- CDC. Obesity Is a Common, Serious, and Costly Disease. Centers for Disease Control and Prevention. Available online: https://www.cdc.gov/obesity/data/adult.html (accessed on 20 January 2023).
- CDC—NCHS—National Center for Health Statistics. Available online: https://www.cdc.gov/nchs/index.htm (accessed on 7 March 2023).
- Childhood Obesity Facts|Overweight & Obesity|CDC. Available online: https://www.cdc.gov/obesity/data/childhood.html (accessed on 27 February 2023).
- Kumanyika, S.; Grier, S. Targeting Interventions for Ethnic Minority and Low-Income Populations. Future Child. 2006, 16, 187–207. [Google Scholar] [CrossRef] [PubMed]
- 5TFAH. Trust for America’s Health. Unhealthy Habits Start at Young Age with Added Sugars. Available online: https://www.aafp.org/news/health-of-the-public/20191127unhealthyhabits.html (accessed on 10 March 2023).
- Office of Minority Health. Obesity and Hispanic Americans—The Office of Minority Health. Available online: https://minorityhealth.hhs.gov/omh/browse.aspx?lvl=4&lvlid=70 (accessed on 27 February 2023).
- Hernández-Valero, M.A.; Bustamante-Montes, L.P.; Hernández, M.; Halley-Castillo, E.; Wilkinson, A.V.; Bondy, M.L.; Olvera, N. Higher Risk for Obesity among Mexican American and Mexican Immigrant Children and Adolescents than among Peers in Mexico. J. Immigr. Minor. Health 2012, 14, 517–522. [Google Scholar] [CrossRef] [Green Version]
- Jaber, L.A.; Brown, M.B.; Hammad, A.; Nowak, S.N.; Zhu, Q.; Ghafoor, A.; Herman, W.H. Epidemiology of Diabetes among Arab Americans. Diabetes Care 2003, 26, 308–313. [Google Scholar] [CrossRef] [Green Version]
- Abuelezam, N.N.; El-Sayed, A.M.; Galea, S. The Health of Arab Americans in the United States: An Updated Comprehensive Literature Review. Front. Public Health 2018, 6, 262. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Oropeza, S.; Sadile, M.G.; Phung, C.N.; Cabiles, M.; Spackman, S.; Abuan, M.; Seligman, F.; Araneta, M.R. STRIVE, San Diego! Methodology of a Community-Based Participatory Intervention to Enhance Healthy Dining at Asian and Pacific Islander Restaurants. J. Nutr. Educ. Behav. 2018, 50, 297–306. [Google Scholar] [CrossRef] [PubMed]
- Ajrouch, K.J. Health Disparities and Arab-American Elders: Does Intergenerational Support Buffer the Inequality–Health Link? J. Soc. Issues 2007, 63, 745–758. [Google Scholar] [CrossRef]
- Allman-Farinelli, M.; Rahman, H.; Nour, M.; Wellard-Cole, L.; Watson, W.L. The Role of Supportive Food Environments to Enable Healthier Choices When Eating Meals Prepared Outside the Home: Findings from Focus Groups of 18 to 30-Year-Olds. Nutrients 2019, 11, 2217. [Google Scholar] [CrossRef] [Green Version]
- Story, M.; Kaphingst, K.M.; Robinson-O’Brien, R.; Glanz, K. Creating Healthy Food and Eating Environments: Policy and Environmental Approaches. Annu. Rev. Public Health 2008, 29, 253–272. [Google Scholar] [CrossRef] [Green Version]
- Gittelsohn, J.; Trude, A. Diabetes and Obesity Prevention: Changing the Food Environment in Low-Income Settings. Nutr. Rev. 2017, 75 (Suppl. S1), 62–69. [Google Scholar] [CrossRef] [Green Version]
- Adam, A.; Jensen, J.D. What Is the Effectiveness of Obesity Related Interventions at Retail Grocery Stores and Supermarkets?—A Systematic Review. BMC Public Health 2016, 16, 1247. [Google Scholar] [CrossRef] [Green Version]
- Dombrowski, R.D.; Hill, A.B.; Bode, B.; Knoff, K.A.; Dastgerdizad, H.; Kulik, N.; Mallare, J.; Blount-Dorn, K.; Bynum, W. Assessing the Influence of Food Insecurity and Retail Environments as a Proxy for Structural Racism on the COVID-19 Pandemic in an Urban Setting. Nutrients 2022, 14, 2130. [Google Scholar] [CrossRef] [PubMed]
- Hilmers, A.; Hilmers, D.C.; Dave, J. Neighborhood Disparities in Access to Healthy Foods and Their Effects on Environmental Justice. Am. J. Public Health 2012, 102, 1644–1654. [Google Scholar] [CrossRef] [PubMed]
- Caspi, A.; Houts, R.M.; Belsky, D.W.; Harrington, H.; Hogan, S.; Ramrakha, S.; Poulton, R.; Moffitt, T.E. Childhood forecasting of a small segment of the population with large economic burden. Nat. Hum. Behav. 2016, 1, 0005. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Popovic-Lipovac, A.; Strasser, B. A Review on Changes in Food Habits among Immigrant Women and Implications for Health. J. Immigr. Minor. Health 2015, 17, 582–590. [Google Scholar] [CrossRef]
- Sarsour, L.; Tong, V.S.; Jaber, O.; Talbi, M.; Julliard, K. Health Assessment of the Arab American Community in Southwest Brooklyn. J. Community Health Publ. Health Promot. Dis. Prev. 2010, 35, 653–659. [Google Scholar] [CrossRef]
- Albqoor, M.A.; Chen, J.L.; Weiss, S.; Waters, C.; Choi, J. Self-Rated Health of Middle Eastern Immigrants in the US: A National Study. Public Health 2020, 180, 64–73. [Google Scholar] [CrossRef]
- El Hajj, D.; Cook, P.F. Acculturation and Arab Immigrant Health in Colorado: A Socio-Ecological Perspective. Nutr. Food Sci. 2018, 48, 795–806. [Google Scholar] [CrossRef]
- USDA ERS. Available online: https://www.ers.usda.gov/amber-waves/2015/december/gap-in-obesity-rates-between-low-and-high-income-children-widens-with-age/ (accessed on 14 April 2023).
- Sharkey, J.R. Measuring Potential Access to Food Stores and Food-Service Places in Rural Areas in the U.S. Am. J. Prev. Med. 2009, 36, S151–S155. [Google Scholar] [CrossRef]
- Drewnowski, A.; Aggarwal, A.; Hurvitz, P.M.; Monsivais, P.; Moudon, A.V. Obesity and Supermarket Access: Proximity or Price? Am. J. Public Health 2012, 102, e74–e80. [Google Scholar] [CrossRef]
- Smith, C.; Morton, L.W. Rural Food Deserts: Low-Income Perspectives on Food Access in Minnesota and Iowa. J. Nutr. Educ. Behav. 2009, 41, 176–187. [Google Scholar] [CrossRef]
- Campbell, N.; Duhaney, T.; Arango, M.; Ashley, L.A.; Bacon, S.L.; Gelfer, M.; Willis, K.J. Healthy Food Procurement Policy: An Important Intervention to Aid the Reduction in Chronic Noncommunicable Diseases. Can. J. Cardiol. 2014, 30, 1456–1459. [Google Scholar] [CrossRef] [PubMed]
- Ha, E. Fast Food & Sugary Drinks. UConn Rudd Center for Food Policy and Health. 20 April 2020. Available online: https://uconnruddcenter.org/research/food-marketing/fastfood-sugarydrinks/ (accessed on 13 April 2023).
- Glanz, K.; Sallis, J.F.; Saelens, B.E.; Frank, L.D. Healthy Nutrition Environments: Concepts and Measures. Am. J. Health Promot. 2005, 19, 330–333. [Google Scholar] [CrossRef] [PubMed]
- Harris, J.L.; Pomeranz, J.L.; Lobstein, T.; Brownell, K.D. A Crisis in the Marketplace: How Food Marketing Contributes to Childhood Obesity and What Can Be Done. Annu. Rev. Public Health 2009, 30, 211–225. [Google Scholar] [CrossRef] [PubMed]
- Herforth, A.; Ahmed, S. The Food Environment, Its Effects on Dietary Consumption, and Potential for Measurement within Agriculture-Nutrition Interventions. Food Secur. 2015, 7, 505–520. [Google Scholar] [CrossRef] [Green Version]
- Centers for Disease Control and Prevention. Get the Facts: Sugar-Sweetened Beverages and Consumption. Available online: https://www.cdc.gov/nutrition/data-statistics/sugar-sweetened-beverages-intake.html (accessed on 11 April 2022).
- Sugar-Sweetened Beverages: A Health Risk. You’re the Cure. 2 November 2015. Available online: https://www.yourethecure.org/sugar-sweetened-beverages-a-health-risk (accessed on 24 January 2022).
- Home|Dietary Guidelines for Americans. Available online: https://www.dietaryguidelines.gov/sites/default/files/2021-03/Dietary_Guidelines_for_Americans_2020-2025.pdf (accessed on 13 February 2023).
- Ramirez, A. Sugary Drinks Research: Latino Kids’ Consumption Rates. 18 October 2018. Available online: https://salud-america.org/sugary-drinks-research-latino-kids-consumption-rates/ (accessed on 18 November 2022).
- Demmer, E.; Cifelli, C.J.; Houchins, J.A.; Fulgoni, V.L. Ethnic Disparities of Beverage Consumption in Infants and Children 0-5 Years of Age; National Health and Nutrition Examination Survey 2011 to 2014. Nutr. J. 2018, 17, 78. [Google Scholar] [CrossRef] [Green Version]
- Testa, A.; Jackson, D.B. Food Insecurity Among Formerly Incarcerated Adults. Crim. Justice Behav. 2019, 46, 1493–1511. [Google Scholar] [CrossRef]
- Smith, R.; Kelly, B.; Yeatman, H.; Boyland, E. Food Marketing Influences Children’s Attitudes, Preferences and Consumption: A Systematic Critical Review. Nutrients 2019, 11, 875. [Google Scholar] [CrossRef] [Green Version]
- Munsell, C.R.; Harris, J.L.; Sarda, V.; Schwartz, M.B. Parents’ Beliefs about the Healthfulness of Sugary Drink Options: Opportunities to Address Misperceptions. Public Health Nutr. 2016, 19, 46–54. [Google Scholar] [CrossRef] [Green Version]
- Ohri-Vachaspati, P.; Acciai, F.; Lloyd, K.; Tulloch, D.; DeWeese, R.S.; DeLia, D.; Todd, M.; Yedidia, M.J. Evidence That Changes in Community Food Environments Lead to Changes in Children’s Weight: Results from a Longitudinal Perspective Cohort Study. J. Acad. Nutr. Diet. 2021, 121, 419–434.e9. [Google Scholar] [CrossRef]
- Kraak, V.I.; Vandevijvere, S.; Sacks, G.; Brinsden, H.; Hawkes, C.; Barquera, S.; Lobstein, T.; Swinburn, B.A. Progress Achieved in Restricting the Marketing of High-Fat, Sugary and Salty Food and Beverage Products to Children. Bull. World Health Organ. 2016, 94, 540–548. [Google Scholar] [CrossRef]
- Liem, D.G.; de Graaf, C. Sweet and Sour Preferences in Young Children and Adults: Role of Repeated Exposure. Physiol. Behav. 2004, 83, 421–429. [Google Scholar] [CrossRef] [PubMed]
- Calvert, K.; Sandra, L. Children as Consumers: Advertising and Marketing. Future Child. 2008, 18, 205–234. [Google Scholar] [CrossRef]
- Eli, K.; Hörnell, A.; Etminan Malek, M.; Nowicka, P. Water, juice, or soda? Mothers and grandmothers of preschoolers discuss the acceptability and accessibility of beverages. Appetite 2017, 112, 133–142. [Google Scholar] [CrossRef]
- Morland, K.B.; Evenson, K.R. Obesity Prevalence and the Local Food Environment. Health Place 2009, 15, 491–495. [Google Scholar] [CrossRef] [Green Version]
- Morland, K.; Filomena, S. Disparities in the Availability of Fruits and Vegetables between Racially Segregated Urban Neighbourhoods. Public Health Nutr. 2007, 10, 1481–1489. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Centers for Disease Control and Prevention. 500 Cities Project: 2016 to 2019. 8 December 2020. Available online: https://www.cdc.gov/places/about/500-cities-2016-2019/index.html (accessed on 13 April 2023).
- How Healthy Is Your County? County Health Rankings. County Health Rankings & Roadmaps. Available online: https://www.countyhealthrankings.org/?&utm_source=google&utm_medium=paidsocial&utm_campaign=rankings2023 (accessed on 23 April 2022).
- Dunton, G.F.; Kaplan, J.; Wolch, J.; Jerrett, M.; Reynolds, K.D. Physical Environmental Correlates of Childhood Obesity: A Systematic Review. Obes. Rev. Off. J. Int. Assoc. Study Obes. 2009, 10, 393–402. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Glanz, K.; Sallis, J.F.; Saelens, B.E.; Frank, L.D. Nutrition Environment Measures Survey in Stores (NEMS-S): Development and Evaluation. Am. J. Prev. Med. 2007, 32, 282–289. [Google Scholar] [CrossRef]
- Glanz, K.; Mullis, R.M. Environmental Interventions to Promote Healthy Eating: A Review of Models, Programs, and Evidence. Health Educ. Q. 1988, 15, 395–415. [Google Scholar] [CrossRef]
- Department of Agriculture & Rural Development. MDARD. Available online: https://www.michigan.gov/mdard (accessed on 15 April 2023).
- Gosling, C.; Goncalves, A.; Ehrminger, M.; Valliant, R. Association of organic food consumption with obesity in a nationally representative sample. Br. J. Nutr. 2021, 125, 703–711. [Google Scholar] [CrossRef]
- Bhagavathula, A.S.; Vidyasagar, K.; Khubchandani, J. Organic Food Consumption and Risk of Obesity: A Systematic Review and Meta-Analysis. Healthcare 2022, 10, 231. [Google Scholar] [CrossRef]
- Kesse-Guyot, E.; Baudry, J.; Assmann, K.E.; Galan, P.; Hercberg, S.; Lairon, D. Prospective association between consumption frequency of organic food and body weight change, risk of overweight or obesity: Results from the NutriNet-Santé Study. Br. J. Nutr. 2017, 117, 325–334. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Kesse-Guyot, E.; Péneau, S.; Méjean, C.; Szabo de Edelenyi, F.; Galan, P.; Hercberg, S.; Lairon, D. Profiles of organic food consumers in a large sample of French adults: Results from the Nutrinet-Santé cohort study. PLoS ONE 2013, 8, e76998. [Google Scholar] [CrossRef]
- Barański, M.; Rempelos, L.; Iversen, P.O.; Leifert, C. Effects of organic food consumption on human health; the jury is still out! Food Nutr. Res. 2017, 61, 1287333. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Martínez-García, A.; Díez, J.; Fernández-Escobar, C.; Trescastro-López, E.M.; Pereyra-Zamora, P.; Ariza, C.; Bilal, U.; Franco, M. Adaptation and Evaluation of the Nutrition Environment Measures Survey in Stores to Assess Mediterranean Food Environments (NEMS-S-MED). Int. J. Environ. Res. Public Health 2020, 17, 7031. [Google Scholar] [CrossRef] [PubMed]
- Marcello, P.; Gauvreau, K.; Mattie, H. Principles of Biostatistics, 3rd ed.; Chapman and Hall/CRC: Boca Raton, FL, USA, 2022. [Google Scholar] [CrossRef]
- Ghasemi, A.; Zahediasl, S. Normality tests for statistical analysis: A guide for non-statisticians. Int. J. Endocrinol. Metab. 2012, 10, 486–489. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Blanca, M.J.; Alarcón, R.; Arnau, J.; Bono, R.; Bendayan, R. Non-normal data: Is ANOVA still a valid option? Psicothema 2017, 29, 552–557. [Google Scholar] [CrossRef]
- Blanca, M.J.; Arnau, J.; García-Castro, F.J.; Alarcón, R.; Bono, R. Non-normal Data in Repeated Measures ANOVA: Impact on Type I Error and Power. Psicothema 2023, 35, 21–29. [Google Scholar] [CrossRef]
- Knief, U.; Forstmeier, W. Violating the normality assumption may be the lesser of two evils. Behav. Res. 2021, 53, 2576–2590. [Google Scholar] [CrossRef]
- Detroit Great Grocer Project—Detroit Food Policy Council. Available online: https://www.detroitfoodpc.org/detroit-great-grocer-project/ (accessed on 13 May 2022).
- Hill, A.B. Detroit Food Metrics Report 2019; Detroit Food Policy Council: Detroit, MI, USA, 2020. [Google Scholar]
- Andrea, A.-A.; Rodríguez-Ramírez, S.; Serra-Majem, L.; Shamah-Levy, T. Dietary Energy Density and Its Association with Overweight or Obesity in Adolescents: A Systematic Review of Observational Studies. Nutrients 2018, 10, 1612. [Google Scholar] [CrossRef] [Green Version]
- Mlppadmin. Michigan 2019 Data Book. MLPP. 11 March 2022. Available online: https://mlpp.org/kids-count/michigan-2019-data-book/ (accessed on 13 April 2023).
- Sallis, J.F.; Glanz, K. Physical Activity and Food Environments: Solutions to the Obesity Epidemic. Milbank Q. 2009, 87, 123–154. [Google Scholar] [CrossRef] [Green Version]
- Sallis, J.F.; Glanz, K. The role of built environments in physical activity, obesity, and CVD. Future Child 2006, 16, 89–108. [Google Scholar] [CrossRef]
- Coleman-Jensen, A.; Rabbitt, M.P.; Christian, A. Gregory, and Anita Singh. Household Food Security in the United States in 2020. Available online: http://www.ers.usda.gov/publications/pub-details/?pubid=102075 (accessed on 9 April 2023).
- Burke, M.P.; Jones, S.J.; Frongillo, E.A.; Fram, M.S.; Blake, C.E.; Freedman, D.A. Severity of household food insecurity and lifetime racial discrimination among African-American households in South Carolina. Ethn. Health 2018, 23, 276–292. [Google Scholar] [CrossRef]
- Sigala, D.M.; Stanhope, K.L. An Exploration of the Role of Sugar-Sweetened Beverage in Promoting Obesity and Health Disparities. Curr. Obes. Rep. 2021, 10, 39–52. [Google Scholar] [CrossRef] [PubMed]
- Berge, J.M.; Wall, M.; Larson, N.; Forsyth, A.; Bauer, K.W.; Neumark-Sztainer, D. Youth Dietary Intake and Weight Status: Healthful Neighborhood Food Environments Enhance the Protective Role of Supportive Family Home Environments. Health Place 2014, 26, 69–77. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Dombrowski, R.D.; Kelley, M.A. Corner Store Owners as Health Promotion Agents in Low-Income Communities. Health Educ. Behav. 2019, 46, 905–915. [Google Scholar] [CrossRef] [PubMed]
- Odoms-Young, A.; Bruce, M.A. Examining the Impact of Structural Racism on Food Insecurity: Implications for Addressing Racial/Ethnic Disparities. Fam. Community Health 2018, 41 (Suppl. 2), S3–S6. [Google Scholar] [CrossRef] [PubMed]
- Pryor, S.; Dietz, W. The COVID-19, Obesity, and Food Insecurity Syndemic. Curr. Obes. Rep. 2022, 11, 70–79. [Google Scholar] [CrossRef] [PubMed]
- CSPI Commends USDA for Proposed Updates to WIC. Center for Science in the Public Interest. 18 November 2022. Available online: https://www.cspinet.org/statement/cspi-commends-usda-proposed-updates-wic (accessed on 10 November 2022).
- Pérez, A.; Vollinger, E.; Bylander, A. Supplemental Nutrition Assistance Program (SNAP). Food Research & Action Center. 30 November 2021. Available online: https://frac.org/programs/supplemental-nutrition-assistance-program-snap (accessed on 10 November 2022).
Item | Availability | Price |
---|---|---|
Formula | Unsweetened/plant-based/organic = 2 pts | Lower for unsweetened/plant based/organic = 2 pts |
Regular = 1 pt | Same for both = 1 pt Higher for unsweetened/plant-based/organic = −1 pt | |
Toddler milk | Any type = −1 pt | |
Pediatric drinks | Any type = −1 pt | |
Milk | Alternative (e.g., soy, almond) = 1 pt | Lower for alternative = 2 pts |
Flavored milk = −1 pt | Same for both = 1 pt | |
Higher for alternative = −1 | ||
Kids’ yogurt drinks | Any type = −1 pt | |
Availability range (−4 to 4) | Price range (−2 to 6) | |
Total NEMS-SSB score range | (−6 to 10) |
Grocery Store Group | SSB Availability (Number of Rows) (Range −4 to −4) | SSB Price (Range −2 to 6) | Total (Range −6 to 10) |
---|---|---|---|
Immigrant Enclaves (n = 30) | −1.86 | −0.46 | −2.38 |
Comparison Stores (n = 48) | −0.06 | −0.52 | −0.052 |
Grocery Store Group | Sum of Squares | df | Mean Square | F | Sig. |
---|---|---|---|---|---|
Between Groups | 58.544 | 1 | 58.544 | 17.686 | <0.001 |
Within Groups | 248.261 | 75 | 3.310 | ||
Between Groups | 0.063 | 1 | 0.063 | 0.072 | 0.789 |
Within Groups | 65.158 | 75 | 0.869 | ||
Between Groups | 62.440 | 1 | 62.440 | 11.76 | <0.001 |
Within Groups | 422.807 | 75 | 5.637 |
Number of Row | Sum of Squares | Df | Mean Square | F | Sig. |
---|---|---|---|---|---|
Other milk alternative | 2.296 | 0.134 | |||
Between Groups | 401.488 | 1 | 401.488 | ||
Within Groups | 12,589.918 | 72 | 174.860 | ||
Soy milk | 2.610 | 0.111 | |||
Between Groups | 431.761 | 1 | 431.761 | ||
Within Groups | 12,076.559 | 73 | 165.432 | ||
Flavored milk (chocolate) | 1.003 | 0.320 | |||
Between Groups | 35.962 | 1 | 35.962 | ||
Within Groups | 2616.918 | 73 | 35.848 | ||
Flavored milk (strawberry) | 1.658 | 0.202 | |||
Between Groups | 62.113 | 1 | 62.113 | ||
Within Groups | 2735.033 | 73 | 37.466 |
Number of Row | Sum of Squares | Df | Mean Square | F | Sig. |
---|---|---|---|---|---|
Kids’ squeeze yogurt | 0.128 | 0.722 | |||
Between Groups | 1.847 | 1 | 1.847 | ||
Within Groups | 1056.739 | 73 | 14.476 | ||
Kids’ yogurt smoothies | 0.604 | 0.439 | |||
Between Groups | 5.864 | 1 | 5.864 | ||
Within Groups | 708.203 | 73 | 9.701 |
Number of Row | Sum of Squares | Df | Mean Square | F | Sig. |
---|---|---|---|---|---|
Flavored milks | 1.345 | 0.250 | |||
Between Groups | 2.478 | 1 | 2.478 | ||
Within Groups | 134.482 | 73 | 1.842 | ||
Soy milk | 4.299 | 0.042 | |||
Between Groups | 14.763 | 1 | 14.763 | ||
Within Groups | 247.281 | 72 | 3.434 | ||
Other milk alternative | 4.550 | 0.036 | |||
Between Groups | 16.620 | 1 | 16.620 | ||
Within Groups | 266.670 | 73 | 3.653 | ||
Kids’ squeeze yogurt | 0.005 | 0.949 | |||
Between Groups | 0.013 | 1 | 0.013 | ||
Within Groups | 203.817 | 72 | 2.831 | ||
Kids’ drink yogurts/smoothies | 0.017 | 0.897 | |||
Between Groups | 0.070 | 1 | 0.070 | ||
Within Groups | 304.870 | 73 | 4.176 |
Number of Row | Sum of Squares | Df | Mean Square | F | Sig. |
---|---|---|---|---|---|
Formula | 0.007 | 0.935 | |||
Between Groups | 0.172 | 1 | 0.172 | ||
Within Groups | 114.807 | 45 | 25.440 | ||
Formula (organic) | 1.820 | 0.184 | |||
Between Groups | 1.365 | 1 | 1.365 | ||
Within Groups | 33.741 | 45 | 0.750 | ||
Toddler milk | 0.002 | 0.963 | |||
Between Groups | 0.037 | 1 | 0.037 | ||
Within Groups | 767.793 | 45 | 17.062 | ||
Toddler milk (organic) | 3.715 | 0.060 | |||
Between Groups | 1.902 | 1 | 1.902 | ||
Within Groups | 23.034 | 45 | 0.512 | ||
Pediatric nutritional drinks | 1.072 | 0.306 | |||
Between Groups | 38.114 | 1 | 38.114 | ||
Within Groups | 1599.588 | 45 | 35.546 | ||
Pediatric nutritional drinks (organic) | 0.619 | 0.436 | |||
Between Groups | 0.65 | 1 | 0.065 | ||
Within Groups | 4.743 | 45 | 0.105 |
Number of Row | Sum of Squares | Df | Mean Square | F | Sig. |
---|---|---|---|---|---|
Formula | 0.177 | 0.676 | |||
Between Groups | 27.766 | 1 | 27.766 | ||
Within Groups | 7057.764 | 45 | 156.839 | ||
Formula (organic) | 0.265 | 0.609 | |||
Between Groups | 50.463 | 1 | 50.463 | ||
Within Groups | 8577.129 | 45 | 190.603 | ||
Toddler milk | 1.930 | 0.172 | |||
Between Groups | 240.647 | 1 | 240.647 | ||
Within Groups | 5609.834 | 45 | 124.663 | ||
Toddler milk (organic) | 4.213 | 0.046 | |||
Between Groups | 598.869 | 1 | 598.869 | ||
Within Groups | 6396.639 | 45 | 142.148 | ||
Pediatric nutritional drinks | 1.741 | 0.194 | |||
Between Groups | 14.559 | 1 | 14.559 | ||
Within Groups | 376.234 | 45 | 8.361 | ||
Pediatric nutritional drinks (organic) | 0.616 | 0.437 | |||
Between Groups | 0.954 | 1 | 0.954 | ||
Within Groups | 69.759 | 45 | 1.550 |
Marketing Strategy | n | Mean |
---|---|---|
Is there any flavored milk on the endcaps of the dairy section? | ||
Immigrant Enclave Groups | 10 | 0.33 |
Comparison Groups | 47 | 0.6 |
Are there any kids’ yogurts/drinks on the endcaps of the dairy section? | ||
Immigrant Enclave Groups | 17 | 0.56 |
Comparison Groups | 44 | 0.91 |
Are there any marketing materials/signage featuring cartoon characters near the milk/dairy/yogurt section? | ||
Immigrant Enclave Groups | 30 | 0.97 |
Comparison Groups | 47 | 0.97 |
Marketing Strategy | n | Mean |
---|---|---|
Is there any flavored milk on the endcaps of the dairy section? | ||
Immigrant Enclave Groups | 30 | 0.41 |
Comparison Groups | 48 | 0.06 |
Are there any kids’ yogurts/drinks on the endcaps of the dairy section? | ||
Immigrant Enclave Groups | 30 | 0.41 |
Comparison Groups | 48 | 0.08 |
Disclaimer/Publisher’s Note: The statements, opinions and data contained in all publications are solely those of the individual author(s) and contributor(s) and not of MDPI and/or the editor(s). MDPI and/or the editor(s) disclaim responsibility for any injury to people or property resulting from any ideas, methods, instructions or products referred to in the content. |
© 2023 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
Share and Cite
Dastgerdizad, H.; Dombrowski, R.D.; Kulik, N.; Knoff, K.A.G.; Bode, B.; Mallare, J.; Elyaderani, D.K.; Kaur, R. Enhanced Measurement of Sugar-Sweetened Beverage Marketing to Young Immigrant Children in Grocery Store Environments. Nutrients 2023, 15, 2972. https://doi.org/10.3390/nu15132972
Dastgerdizad H, Dombrowski RD, Kulik N, Knoff KAG, Bode B, Mallare J, Elyaderani DK, Kaur R. Enhanced Measurement of Sugar-Sweetened Beverage Marketing to Young Immigrant Children in Grocery Store Environments. Nutrients. 2023; 15(13):2972. https://doi.org/10.3390/nu15132972
Chicago/Turabian StyleDastgerdizad, Hadis, Rachael D. Dombrowski, Noel Kulik, Kathryn A. G. Knoff, Bree Bode, James Mallare, Dariush K. Elyaderani, and Ravneet Kaur. 2023. "Enhanced Measurement of Sugar-Sweetened Beverage Marketing to Young Immigrant Children in Grocery Store Environments" Nutrients 15, no. 13: 2972. https://doi.org/10.3390/nu15132972
APA StyleDastgerdizad, H., Dombrowski, R. D., Kulik, N., Knoff, K. A. G., Bode, B., Mallare, J., Elyaderani, D. K., & Kaur, R. (2023). Enhanced Measurement of Sugar-Sweetened Beverage Marketing to Young Immigrant Children in Grocery Store Environments. Nutrients, 15(13), 2972. https://doi.org/10.3390/nu15132972