1. Introduction
Obesity in the United States (U.S.) is the second most noticeable cause of avoidable death for common chronic diseases, such as cardiovascular disorders [
1,
2]. Adult and childhood obesity rates have considerably increased in recent years [
1,
2]. The childhood obesity prevalence rate in the U.S. nearly tripled between 1980 and 2000 [
1,
2,
3]. Between the years 2017 to 2020, the prevalence of childhood obesity reached 19.7%, and nearly 14.7 million children aged 2–19 years were affected [
1,
2,
3]. In the same period of time, an estimated 12.7% of children younger than five years old, 20.7% of children six to eleven years old, and 22.2% of children twelve to nineteen years old were diagnosed with obesity [
1,
2,
3]. Childhood obesity has historically impacted low-income ethnic minority families [
4,
5]. Hispanic children (26.2%) and African American children (24.8%) have obesity rates of 1.8 times that of non-Hispanic White children (16.6%) [
1,
2,
3]. Nearly 26% of Latino children are obese at three years of age compared with 16.2% of African American children and 14.8% of White children [
1,
3,
6]. Likewise, 48.8% of Mexican American children have a Body Mass Index (BMI) at the 85th percentile or above, compared with only 29.3% of their peers who live in Mexico [
1,
3,
7]. The same high pattern of obesity also exists among adults from ethnic minorities [
1,
2,
4,
5]. The prevalence of obesity is 41.8% among non-Hispanic Black adults and 40% among Hispanic adults, compared with 32.8% among White non-Hispanic adults [
1,
2,
5]. Surveys conducted by the Arab Community Center for Economic and Social Services (ACCESS) also reported a high prevalence of diet-related disorders, such as type II diabetes among Arab immigrants, which has an overall prevalence of 15.5% in women and 20.1% in men [
8]. However, because of the lack of inclusion within the U.S. Census, there is no separate and precise data regarding Arab immigrants’ health in the national database [
9]. Previous research has revealed that ethnic minority individuals who reside in the U.S., such as Hispanic and Arab immigrants, are more susceptible to the risk factors for developing obesity and other chronic diet-related disorders in comparison with the White population [
1,
2,
3,
8,
9].
Immigrants usually develop patterns of obesity and type II diabetes within one or two generations of moving to the U.S. [
10,
11,
12]. Since genetic changes cannot appear this quickly, environmental factors are the primary determinants for this shift and for shaping nutrition-related behaviors [
12,
13,
14,
15]. This is especially true for low-income ethnic minority families who have limited access to healthy food resources, often because of financial, transportation, and linguistic barriers, and who thus rely on convenience and corner stores within close neighborhoods for purchasing food and beverages [
16,
17,
18,
19,
20,
21,
22,
23]. Grocery stores within low-income neighborhoods typically have lower-quality foods with less variety and are the main source of energy-dense nutrition-poor foods and sugar-sweetened beverages [
18,
22,
24]. In such an obesogenic eating environment, chronic diet-related disorders flourish because of many contributing factors, including the overabundance of unhealthy foods and sugary beverages [
22,
24,
25]. Therefore, improving nutritional environments could be essential in slowing health risk development among health-sensitive populations [
12,
24,
26,
27].
The connection between food environments, unhealthy food marketing, and childhood obesity needs to be assessed, and strategies to mitigate environmental contributors should be further developed and implemented [
18,
23,
28,
30]. Strategies focused on improving the food environment have been found to be effective in improving the consumption of healthy foods and beverages [
27,
31]. SSBs are the primary source of added sugar leading to weight gain in the American diet and are responsible for half of the sugar consumed by children in the U.S. [
1,
2,
11,
32]. According to the American Heart Association the recommended level of SSB consumption is between 100-150 calorie per day. However, in 2011-2014, 63 % of American youth consumed 143 calories daily from SSBs [
33]. The consumption of added sugar should be limited to approximately 10% of an individual’s total daily energy; however, currently, 59% of children of two to four years old are exceeding this limit of added sugar consumption [
34]. Additionally, disparities in SSB consumption can also be seen among ethnic minority groups compared with White children. Latino infants and toddlers have been found to consume more SSBs than their White peers. By age two, 74% of Latino children and 82% of African American children were found to have consumed some SSBs, compared with only 45% of non-Hispanic White children [
32,
35,
36]. SSB marketing impacts children’s diets and eating practices by changing their food preferences and purchase requests [
37,
38,
39]. Furthermore, toddlers have biological preferences for salty and sweet foods [
40,
41,
42]. A lack of cognitive skills also prevents young children from understanding the effects of consuming unhealthy foods [
42]. In addition, children’s recognition of food logos increases with age. The children who are exposed to specific logos more commonly prefer selecting those groups of foods and beverages in adulthood [
40,
43]. It is also hard to change children’s habits of consuming high-sugar foods when they get older [
43,
44]. These facts make children more vulnerable to SSB marketing within grocery stores, which negatively influences practicing and sustaining healthy eating habits [
40,
44,
45]. Due to the high rates of childhood obesity among Latinos and African Americans, targeted SSB marketing within grocery retail outlets could be an environmental risk factor for that. Such environmental factors negatively contribute to the high rate of SSBs purchase and consumption among Hispanic and Non-Hispanic Black children, compared with White non-Hispanic children [
13,
45,
46].
Approximately 42,228,200 immigrants live in the U.S. (13% of the population), of which there are 639,500 immigrants in Michigan alone. The Wayne and Macomb Counties host nearly 401,100 immigrants, 63% of the state’s foreign-born population [
47,
48]. The adult obesity rate in Wayne County is 35%, which is higher than the state level of 33%. Likewise, Macomb County has an adult obesity rate of 31.9% [
47,
48]. In this study, the focus was on independent grocery stores located in the immigrant enclaves of Wayne and Macomb Counties. Immigrant families who are living in these counties often have a high prevalence of diet-related disorders and have limited access to healthy eating environments, impacting their young children’s nutritional behaviors and their health outcomes [
47,
48]. In recent years, there have been many efforts to assess and improve grocery retail environments; however, comparatively little is known about which aspects of the grocery environment influence immigrant parents’ purchasing of SSBs for their toddlers. There is also a gap in the literature measuring the marketing aspects of SSBs, such as availability, price, and promotion of SSBs to young immigrant children within independent grocery stores [
30,
49].
Developing and pilot testing a tool that could correctly and constantly assess the availability, price, and promotion of SSBs to two- to five-year-old children within grocery stores was the main goal of the current study. Employing an enhanced version of the Nutrition Environment Measures Survey in Stores (NEMS-S) assists in measuring SSB accessibility and affordability. This study aimed to address these knowledge gaps by (1) expanding an enhanced measure of the NEMS-S or NEMS-SSB to include an assessment of the availability, price, and promotion of SSBs to immigrant families of young children in the grocery retail environment and (2) distinguishing differences in the landscape of SSB marketing across retail grocery settings in immigrant enclaves when compared with a socio-culturally different area. This study adds to the literature on early childhood obesity and highlights the connection between the impact of SSB marketing within retail grocery settings and the nutritional behaviors of young children.
2. Materials and Methods
A cross-sectional case-comparison approach was used to explore relationships between NEMS-SSB scores, which were obtained through assessing the nutritional environments of the participating grocery stores by employing the NEMS-SSB tool [
50,
51]. Availability, price, and promotion of SSBs within NEMS The comparison grocery stores serve a part of Detroit’s population that is less diverse than the population of the immigrant enclaves of Metro Detroit. These independently owned grocery stores were located in the Metro Detroit and the surrounding area (<2 miles (<3·2 km) of the city limits identified using the 2021 food store database from the Michigan Department of Agriculture and Rural Development (MDARD) [
52]. Google searches verified the store addresses. If the stores were found to be closed, they were contacted by phone calls or by an in-person drive-by to verify their existence. In total, 103 independently owned grocery stores were identified. Of these, 78 were surveyed and quantitative data were collected by trained research assistants through April–May 2022. The stores that were not surveyed were either permanently closed (
n = 15), or there was refusal from an owner or manager (
n = 10). No significant differences in type existed between refused and surveyed grocery stores in each group. The NEMS-SSB was enhanced from the original NEMS-S, a previously nationally validated survey developed by Glanz
et al. [
50,
51]. The original NEMS-S did not measure the availability, price, and promotion of some specific types of SSBs for toddlers and young children in grocery stores, including organic or unsweetened milk, dairy products, and toddler and infant drinks. In the milk and dairy category, organic and regular plain and flavored milk (chocolate, strawberry), plant-based milk, kids’ yogurt drinks, yogurt smoothies, and squeezable yogurts were added. The toddler and infant drink categories were modified to include organic and regular powder formula, ready-to-feed formula, soy formula, toddler milk, and pediatric drinks such as Pediasure or Pedialyte. Additionally, to fully assess SSB marketing, two marketing questions were added at the end of each category to capture the placement and marketing tactics used within grocery stores to promote SSBs to young children, including whether there was any flavored milk on the endcaps of the dairy section. For each store, an SSB score was calculated based on two sub-scores to obtain the total NEMS-SSB score for the availability and price of SSB products. Availability was assessed by indicating how many rows of SSBs and healthier options were available in each store. These scores were then used to ascertain the SSB marketing level at the store. For calculating NEMS-SSB scores, the researcher developed a scoresheet (
Table 1). Based on the developed NEMS-SSB scoresheet, the grocery stores that provided organic and regular formula received two positive points and one positive point, respectively. Having pediatric drinks, toddler milk, kids’ yogurt drinks, and flavored milk caused stores to receive one minus point. Price scores were assigned by giving positive scores to healthier items that were available at a lower price than the less-healthy items or SSBs. If the grocery stores offered organic items and plant-based milk at a lower price than regular items, the store could earn two positive points. A higher price for organic products reduced the store’s score by one point. If the healthier option was more expensive than the alternatives, the item was scored with a negative value. The same price for organic and regular items in the formula and milk category enabled grocery stores to earn one point. The number of rows measured availability, and the availability score ranged between −4 and 3. The price score ranged from −2 to 4, and the total NEMS-SSB score ranged between −6 and 7. These scores were reverse coded; therefore, smaller values indicated higher availability of SSBs and more affordable prices. The Wayne State University Institutional Review Board (IRB) approved this study (065117B3X). Building on work concerning the community’s access to healthy foods and beverages, we developed an enhanced NEMS tool with an SSB score. To our knowledge, no other studies have evaluated the community nutrition environment using the NEMS-SSB. Additionally, in this study, by connecting the consumer nutrition environment via the NEMS-SSB scores of the grocery stores to the racial makeup or zip code of the neighborhoods, differences in the level of the SSB marketing to young immigrant children within grocery stores across socio-culturally different communities can be observed.
4. Results
Table 2 and
Table 3 highlight results based on the analysis of grocery stores’ NEMS-SSB scores in immigrant enclaves of Metro Detroit and the comparison group, respectively. The results of the descriptive and frequency analysis in
Table 2 demonstrate that SSBs are more available (higher number of rows) to consumers within the immigrant enclaves’ grocery stores (M = −1.86) when compared with the comparison grocery stores (M = −0.6) (
Table 2). Likewise, Levene’s test verified the homogeneity of variances among SSB availability in both groups (Levene test = 2.50, F(1,75) = 17.69
p <0.001) and eta-squared results also displayed a large effect size with a point estimate of (η2 = 0.19, 95% CI [0.055, 0.338]). In confirmation of the observed findings, one-way ANOVA results also indicated that SSB availability is significantly higher within the immigrant enclaves’ grocery stores than those within the comparison group (
Table 3). In confirmation of the observed significant differences, the Levene statistic showed homogeneity of variances between the two groups. The mean scores for the NEMS-SSB price indicated that the mean price of SSBs was slightly cheaper (M= −0.46) in the immigrant enclaves’ grocery stores than in the comparison group (M= −0.52) (
Table 2). However, ANOVA results indicated that this difference is not statistically significant between the two groups (Levene test = 0.173, F(1,75) = 0.72
p < 0.789) and eta-squared also showed a small effect size with a point estimate of (η2 = 0.001, 95% CI [0, 0.54]) (
Table 3). The total mean NEMS-SSB score, including availability and price, was higher in immigrant enclaves’ grocery stores (M = −2.38) versus the total mean NEMS-SSB score in comparison grocers (M = −0.52) (
Table 2). These scores were reverse coded; therefore, smaller values indicated more affordable prices for SSBs. The ANOVA results also showed that the total NEMS-SSB score had a significant difference between the two groups. Levene statistics showed homogeneity of variances. (Levene test = 0.261, F(1,75) = 11.08
p < 0.001) and the effect size was also found to be large (η2 = 0.129, 95% CI [0.021, 0.0271]), which confirmed a significant difference in total NEMS-SSB scores between the two groups (
Table 3).
4.1. Milk and Dairy
Descriptive analysis showed that the availability of soy milk (M = 1.57), other plant-based milk (M = 2.39), and flavored milk (M = 2.14) was lower in immigrant enclaves than in the comparison group (soy milk (M = 6.53), plant-based milk (M = 7.20), and flavored milk (M = 3.57)) (
Table 4). There was homogeneity of variances among the variables, such as soy milk and other plant-based milk (Levene test = 2.95, F(1,73) = 2.61
p < 0.111), (Levene test = 3.39, F(1,72) = 2.30
p < 0.134) (
Table 4). Although the availability of soy and other plant-based milk as healthier options was higher in the comparison grocery stores, based on the ANOVA findings this difference was not statistically significant. (
Table 4). Similarly, low availability of flavored milk in the immigrant enclaves group (M = 2.14) compared with the comparison group (M = 3.57) was not statistically significant. Eta-squared results also showed a small effect size for each milk group which confirmed the insignificance of these differences in the findings. (
Table 4). As expected, within the immigrant enclaves group, the mean availability of soy milk (M = 1.57) was lower than the mean availability of flavored milk (M = 2.14); however, this difference was also not statistically significant (
Table 4). The mean availability of kids’ squeeze yogurt (M = 3.25) and yogurt smoothies (M = 2.29) in the immigrant enclaves group was slightly lower compared with the mean availability of the squeeze yogurt (M = 3.57) and yogurt smoothies (M = 2.86) in the comparison group, and this difference was also not statistically significant (
Table 5). The mean price of soy milk (M = 2.69) and other plant-based milks (M = 2.22) was lower in the immigrant enclaves group than the mean price of soy milk (M = 3.61) and other plant-based milks (M = 3.1) in the comparison group. Statistically speaking, observed differences among the prices of different milk and dairy products across the grocery stores in both groups were not significant. Lower prices for the plant-based and soy milks in the immigrant enclaves group might be due to low availability of such products in that group. In accordance with the mean, variances had homogeneity for price except for the price of soy milk with the significant Levene test (19.551, F(1,72) = 4.29
p < 0.001) (
Table 5) and the results of the ANOVA showed insignificance in price differences (
Table 5).
The descriptive analysis showed that within the immigrant enclaves’ grocery stores, the mean price of flavored milk (M = 2.95) was slightly higher than the mean price of soy milk (M = 2.69) and higher than the mean price of the plant-based milks (M = 2.22), which indicates that the soy milk within the immigrant enclaves’ grocery stores and between the two groups had a lower price. However, based on the results of the ANOVA, this difference is not statistically meaningful and could be due to the low availability of the soy and plant-based milk within the immigrant enclave grocery stores (
Table 6). The mean price of the squeeze yogurt (M = 2.07) and yogurt smoothies (M = 2.27) in the immigrant enclaves group were slightly lower compared with the mean price of the squeeze yogurt (M = 2.10) and yogurt smoothies (M = 2.34) in the comparison grocery stores. Based on the mean and the results of the ANOVA, the price of the squeeze and smoothie yogurts had no significant differences across the two groups. The effect size was also found to be small (η2 = 0.000, 95% CI [0.000, 0.0.21]), demonstrating that squeeze and smoothie yogurt had a similar price in both store groups. In conformity with the mean, the variance was not homogeneous for the price of the yogurt smoothie with the Levene test (7.71, F(1,73) =0.17
p < 0.897) (
Table 6).
4.2. Toddler and Infant Milk
The results of descriptive analysis showed that the availability of the regular formula was higher in the immigrant enclaves group (M = 4.06) with a higher price (M = 16.78) than the comparison grocery stores, which had an availability of M = 3.93 and price of M = 15.20; however, this difference was not statistically significant. Pediatric nutritional drinks were less available in the immigrant group (M = 4.39) and were cheaper (M = 2.93) relative to the comparison group (availability M = 6.24; price M = 4.53). These differences were not statistically significant. Likewise, there was no significant difference between the availability of toddler milk in the immigrant enclaves group (M = 3.33) and the comparison group (M = 3.28). Levene statistics showed homogeneity of variances except for availability of organic toddler milk (Levene test = 20.42, F(1,45) = 3.715
p < 0.001) and for the price of organic toddler milk (Levene test = 27.53, F(1,45) = 4.213
p < 0.001). (
Table 7). The availability of organic formula, toddler milk, and pediatric nutritional drinks was zero or at most one row of products in both groups. In the immigrant enclaves group, only 1 grocery store out of 30 offered organic formula, and in the comparison group, only 3 out of 38 grocery stores offered organic formula; therefore, there was nothing to compare. Within the immigrant enclaves’ grocery stores, the mean price of the pediatric nutritional drinks was M = 2.93, and the mean price of toddler milk was M = 14.5, both of which were cheaper than the mean price of the formula (M = 16.78). However, as explained above, the lower mean price could be due to the low availability of the products, as well as the low availability of organic infant and organic toddler milks (Levene test = 27.538, F(1,45) = 4.213
p < 0.001); thus, there was no possibility to compare the price of the toddler and infant products between and among the groups given the limited items across all stores (
Table 8).
4.3. Marketing Questions
Descriptive analysis showed that flavored milk was placed on the endcaps of the dairy section in 33% (10 out of 30) of the immigrant stores versus only 6% (3 out of 48) of comparison stores. In 56% of the immigrant enclaves’ stores (17 out of 30), there were kids’ yogurt drinks on the endcaps of the dairy section versus in 91% in the comparison group (44 out of 48). In almost 97% of the grocery stores in both groups, there were marketing materials/signage featuring cartoon characters near the milk/dairy/yogurt section. Likewise, for the toddler and infant drinks in 97% of the grocery stores in both groups, there were toddler or infant drinks on the endcap aisles, along with marketing materials/signage featuring cartoon characters near the toddler and infant drink section (
Table 9 and
Table 10).
5. Discussion
This study aimed to enhance the NEMS-S to evaluate retail-based SSB marketing to young children within the independently owned grocery stores in the Metro Detroit, Dearborn, Hamtramck, and Warren, MI. The study used the NEMS-SSB to assess the availability and price of SSBs and the promotion tactics used to market them within grocery stores. NEMS-SSB scores were used to assess SSB marketing for infants and toddlers within the independently owned grocery stores in the immigrant enclaves group and compare this with the comparison group in Metro Detroit. NEMS-SSB scores also depicted how other retail variables, such as price, and in-store marketing strategies such as placement of SSBs, impact the stores’ SSB scores. In this study, the results indicated that statistically significant differences in SSB availability were present, with parents and caregivers reporting a wider variety of SSBs in immigrant enclave communities. The environmental scanning recorded a high abundance of SSBs within grocery stores in the immigrant enclaves compared with the comparison group in Metro Detroit, where the majority of resident families are White [
54,
55].
At this level of significance, the results also verified that the high density of SSBs within the immigrant enclaves’ grocery stores could be associated with high SSB consumption among young children and adolescents of color [
56]. Likewise, increases in in-store SSB marketing can act as a potential environmental contributor for the high rate of early childhood obesity among the ethnic minority population who comprise the majority of residents in immigrant enclaves in the Wayne and Macomb Counties in this study [
35,
36,
57]. Similar to the results of previous research, it was found that within predominantly ethnic minority neighborhoods, there either no access to supermarkets at all, or the only available supermarkets were non-healthy [
44,
45]. Lower access to healthy supermarkets is associated with a lower consumption of healthy foods and beverages [
58,
59]. Notably, the findings of this study demonstrated that the availability of organic, unsweetened infant and toddler beverages and plant-based milk and dairy products were slim to none in both groups of grocery stores, which is an indicator of healthy beverage insecurity in these areas. Healthy food and beverage insecurity can also aggravate pre-existing health conditions, such as obesity and type II diabetes, and could be another potential reason why ethnic minority families suffer a higher prevalence of obesity compared with White populations [
60,
61]. These findings are consistent with the findings of the previous studies that state greater availability of energy-dense nutrition-poor foods and sugary beverages within grocery stores results in higher prevalence of severe diet-related metabolic disorders among consumers [
60,
61].
In accordance with the mean price score of SSB products, SSBs were more affordable and had a lower price in the immigrant enclaves group relative to the comparison group in Metro Detroit. However, this difference was statistically insignificant. The price of organic and unsweetened beverages (if any were present) was significantly higher than the price of regular beverages and milk across all grocery stores in both groups. Immigrant enclaves are host to high number of low-income racial and ethnic minority families who cannot afford to purchase expensive unsweetened or organic beverages and are more heavily targeted by SSB promotion and discounts [
37,
60,
61]. Although NEMS-SSB price scores did not significantly contribute to predicting SSB purchase and consumption among immigrant families in this study, as identified in previous research, pricing interventions strongly impact food and beverage consumption. Thus, lower prices for SSBs may be another reason for the overall high consumption of them, indicating unhealthy nutritional behaviors [
27,
51]. Higher prices for SSBs may have a protective influence on shaping healthy nutritional behavior [
27,
51]. Further analyses should explore the potential effects of discount, low price, and promotion of unsweetened beverages for toddlers and infants on health-related outcomes, such as obesity.
The current study provides further insight into overall SSB marketing to young children using the NEMS-SSB tool and its findings show that within grocery stores located in the immigrant enclaves, SSBs are highly marketed to young children, indicating that overall, fewer unsweetened beverages were available, and these were not promoted. The study revealed that SSB placement on the endcaps of the dairy, toddler, and infant drink sections, alongside the use of signage featuring cartoon characters, is the dominant approach in SSB marketing to young children within the participating grocery stores. As a result, practicing healthy eating behaviors may be more difficult for families who are consumers of the non-supportive grocery store environments [
62,
63]. Moreover, several other studies explained that those children with minority and ethnic backgrounds are more greatly affected by such targeted SSB marketing strategies [
28,
30,
64], and this is associated with a higher prevalence of obesity among them in comparison to White children [
3,
4,
28].
Additionally, access to healthier grocery food environments is associated with access to high-quality and healthy foods and beverages and can serve as a potential contributor to healthy food security within communities of color in Metro Detroit [
16]. Other research studies have indicated that food stores are health promotion agents and can aid in improving the healthy eating behavior of racial and ethnic minority families [
16,
60,
64,
65,
66]. The comparison of the NEMS-SSB scores revealed the negative influence of SSB marketing on children’s improving or deteriorating nutritional behaviors. Although SSB marketing and consumption contribute to childhood obesity, specifically among immigrant young children [
28,
33,
63], to our knowledge, no other study has evaluated SSBs’ availability, affordability, and promotion to infants and toddlers within independently owned grocery stores using the NEMS-SSB until now. By enhancing the original NEMS-S to become the NEMS-SSB, this study presents a first assessment of the grocery store environment on SSB marketing to young children. The results of conducting this new methodology, through connecting store-level of SSB marketing and location-level of the grocery stores, shows implications for restricting in-store SSB marketing to serve as a protective factor for reducing early childhood obesity prevalence among ethnic minority populations. This assessment method can be replicated in other immigrant enclaves across states to provide comparable results and can be used to inform local and national organizations to make efforts to improve community food environments and increase the availability and marketing of unsweetened and healthy beverages for young children.
The secondary goal of this study was to use the NEMS-SSB as a means of connecting the consumer nutrition environment to the sociodemographic characteristics of neighborhoods, such as race. As mentioned earlier, race is a significant determinant for access to healthy foods [
65,
66] and historically, racial and ethnic minority communities had lower access to healthy food sources [
65,
66]. The findings of this study outlined the results for SSB abundance in the independent grocery stores in the immigrant enclaves in Metro Detroit, which is home to primarily Black/African American, Hispanic/Latino and Arab immigrant families, which makes them more susceptible to diet-related disorders [
2,
3,
6,
8,
9]. The findings of this study can connect SSB scores to neighborhood socio-economic characteristics to examine determinants such as income and determining inequalities in access to healthy foods and beverages.
The present study has many advantages, including introducing the NEMS-SSB tool to evaluate grocery store environments and provide a comprehensive picture of SSB marketing within grocery stores. However, there are also limitations. First, the NEMS-SSB has not been used in any other studies, so its applicability requires further research. Second, inter-rater reliability tests on the NEMS-SSB were only undertaken in one store and the other participating stores were evaluated only once. Likewise, grocery store environments were assessed individually or by a team of two student assistants to save time. However, the data collectors in this study were certified NEMS-S raters or had been trained by the certified NEMS-S raters. Finally, establishing healthy nutritional behavior is complicated and multivariate and is highly influenced by several social determinants; thus, acquired data in this study only provide an outline on which to define the potential impact of nutritional environments on forming nutritional behavior and practicing healthy eating habits. Future examinations will link authenticated measures of children’s SSB consumption to understand the role of the SSB marketing/healthy beverage marketing on the establishment and maintenance of healthy nutritional behavior among young immigrant children.
This paper is important in relation to the other current efforts being made to bridge the gaps in healthy food access within Metro Detroit. We have already collected preliminary NEMS-SSB data for initiatives with the aim of developing and implementing food-retail-based healthy interventions. One such ongoing effort is the Great Grocers Project (GGP) which has a focus on in-store healthy food marketing [
54]. The GGP is using data derived from this study to develop and implement culturally tailored healthy food marketing within the independently owned grocery stores of the Metro [
54]. Data such as ours will assist in the GGP by recognizing grocery stores in which there is a high SSB marketing level. The Detroit Food Policy Council is currently collaborating with the GGP to plan and implement healthy food marketing within the grocery stores in low-income and underserved neighborhoods of Metro Detroit. Lastly, although larger chain grocers are often the best source for purchase of healthy foods and beverages, they are not always the first source for immigrant families. Therefore, improving the eating environment of the independently owned grocery stores is a challenge in meeting the basic requirements for promoting healthy outcomes among ethnic minority communities.
Author Contributions
Conceptualization, Writing—original draft, and Formal analysis, H.D.; Data curation, H.D. and K.A.G.K.; Funding acquisition, H.D. and R.D.D.; Methodology, H.D., R.D.D.; Validation, H.D., R.D.D., N.K., and B.B.; Writing—review and editing, R.D.D., D.K.E., B.B., H.D., N.K., J.M., R.K., and K.A.G.K. All authors have read and agreed to the published version of the manuscript.
Table 1.
SSB Assessment Scoring Sheet.
Table 1.
SSB Assessment Scoring Sheet.
Item |
Availability |
Price |
Formula |
Organic = 2 pts |
Lower for organic = 2 pts |
|
Regular = 1 pt |
Same for both = 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 subtotal (−4 to3) |
Price subtotal (−2 to 4) |
|
Total NEMS-SSB score |
(−6 to 7) |
|
Table 2.
Results of the NEMS-SSB scoring means.
Table 2.
Results of the NEMS-SSB scoring means.
Grocery Store Group |
SSB Availability (Number of Rows) (Range −4 to 3) |
SSB Price (Range 12 to 4) |
Total (Range −6 to 7) |
Immigrant Enclaves (n = 29) |
−1.86 |
−0.46 |
−2.38 |
Comparison Stores (n = 48) |
−0.06 |
−0.52 |
−0.052 |
Table 3.
Results of the NEMS-SSB scoring ANOVA Sig.
Table 3.
Results of the NEMS-SSB scoring ANOVA Sig.
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 |
Table 4.
Results of the Milk and Dairy availability scoring ANOVA Sig.
Table 4.
Results of the Milk and Dairy availability scoring ANOVA Sig.
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 |
Table 5.
Results of the Kids’ and Yogurt Drinks availability scoring ANOVA Sig.
Table 5.
Results of the Kids’ and Yogurt Drinks availability scoring ANOVA Sig.
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 |
Table 6.
Results of the Milk and Dairy price scoring ANOVA Sig.
Table 6.
Results of the Milk and Dairy price scoring ANOVA Sig.
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 |
Table 7.
Results of the Toddler and Infant Milk availability scoring ANOVA Sig.
Table 7.
Results of the Toddler and Infant Milk availability scoring ANOVA Sig.
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 |
Table 8.
Results of the Toddler and Infant Milk price scoring ANOVA Sig.
Table 8.
Results of the Toddler and Infant Milk price scoring ANOVA Sig.
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 |
Table 9.
Milk and Dairy Marketing Strategies.
Table 9.
Milk and Dairy Marketing Strategies.
Marketing Strategy |
N |
Mean |
Is there any flavored milk on the endcaps of the dairy section? |
|
|
Immigrant Enclave Groups |
10 |
0.33 |
Comparison Groups |
3 |
0.6 |
Are there any kids’ yogurts/drinks on the endcaps of the dairy section? |
|
|
Immigrant Enclave Groups |
17 |
0.56 |
Comparison Groups 65.158 |
44 |
0.91 |
Are there any marketing materials/signage featuring cartoon characters near the milk/dairy/yogurt section? |
|
|
Immigrant Enclave Groups |
29 |
0.97 |
Comparison Groups |
47 |
0.97 |
Table 10.
Toddler and Infant Drinks Marketing Strategies.
Table 10.
Toddler and Infant Drinks Marketing Strategies.
Marketing Strategy |
N |
Mean |
Is there any flavored milk on the endcaps of the dairy section? |
|
|
Immigrant Enclave Groups |
29 |
0.41 |
Comparison Groups |
48 |
0.06 |
Are there any kids’ yogurts/drinks on the endcaps of the dairy section? |
|
|
Immigrant Enclave Groups |
29 |
0.41 |
Comparison Groups |
48 |
0.08 |