| Literature DB >> 27548210 |
Kathy Musa-Veloso1, Shafagh Fallah2, Marianne O'Shea3, YiFang Chu4.
Abstract
The objective of the present study was to characterize the consumption of cooked oatmeal in the United States (U.S.) and to determine whether oatmeal consumption is associated with body mass index (BMI). To estimate current intakes of cooked oatmeal in the various age and gender population groups, we used dietary intake data from Day 1 of the U.S. 2009-2010 and 2011-2012 National Health and Nutrition Examination Surveys (NHANES). We also used dietary intake data from Day 1 of the U.S. 2003-2012 NHANES to assess associations between intakes of cooked oatmeal (in g/kg body weight) and NHANES cycle (2003-2004, 2005-2006, 2007-2008, 2009-2010, 2011-2012), age category (3-11 years, 12-18 years, 19-44 years, 45 years+), gender, and BMI classification (underweight, normal weight, overweight, or obese), using a multiple linear regression model. A consumer of oatmeal was defined as any individual who reported the consumption of any amount of oatmeal on Day 1 of the survey. Approximately 6% of the total population consumed oatmeal, with an average intake of 238 g/day of cooked oatmeal among consumers. The greatest prevalence of oatmeal consumption was in infants (14.3%) and older female adults (11.1%). Amongst oatmeal consumers, underweight, normal weight, and overweight individuals consumed significantly more oatmeal than obese individuals. Oatmeal was consumed almost exclusively at breakfast and, among consumers, contributed an average of 54.3% of the energy consumed at breakfast across all age groups examined. The association between oatmeal consumption and BMI is interesting and requires confirmation in future clinical studies.Entities:
Keywords: NHANES; cereal; ingestion; intake; oatmeal; whole grains
Mesh:
Year: 2016 PMID: 27548210 PMCID: PMC4997416 DOI: 10.3390/nu8080503
Source DB: PubMed Journal: Nutrients ISSN: 2072-6643 Impact factor: 5.717
Food codes representative of cooked oatmeal within the 2003–2012 NHANES databases.
| Food Code | Description |
|---|---|
| 56202960 | Oatmeal, cooked, NS as to regular, quick or instant; NS as to fat added in cooking |
| 56202970 | Oatmeal, cooked, quick (1 or 3 min), NS as to fat added in cooking |
| 56202980 | Oatmeal, cooked, regular, NS as to fat added in cooking |
| 56203000 | Oatmeal, cooked, NS as to regular, quick or instant, fat not added in cooking |
| 56203010 | Oatmeal, cooked, regular, fat not added in cooking |
| 56203020 | Oatmeal, cooked, quick (1 or 3 min), fat not added in cooking |
| 56203030 | Oatmeal, cooked, instant, fat not added in cooking |
| 56203040 | Oatmeal, cooked, NS as to regular, quick, or instant, fat added in cooking |
| 56203050 | Oatmeal, cooked, regular, fat added in cooking |
| 56203060 | Oatmeal, cooked, quick (1 or 3 min), fat added in cooking |
| 56203070 | Oatmeal, cooked, instant, fat added in cooking |
| 56203080 | Oatmeal, cooked, instant, NS as to fat added in cooking |
| 56203110 | Oatmeal with maple flavor, cooked |
| 56203200 | Oatmeal with fruit, cooked |
| 56203210 | Oatmeal, NS as to regular, quick, or instant, made with milk, fat not added in cooking |
| 56203211 a | Oatmeal, cooked, regular, made with milk, fat not added in cooking |
| 56203212 a | Oatmeal, cooked, quick (1 or 3 min), made with milk, fat not added in cooking |
| 56203213 a | Oatmeal, cooked, instant, made with milk, fat not added in cooking |
| 56203220 | Oatmeal, NS as to regular, quick, or instant, made with milk, fat added in cooking |
| 56203221 a | Oatmeal, cooked, regular, made with milk, fat added in cooking |
| 56203222 a | Oatmeal, cooked, quick (1 or 3 min), made with milk, fat added in cooking |
| 56203223 a | Oatmeal, cooked, instant, made with milk, fat added in cooking |
| 56203230 | Oatmeal, NS as to regular, quick, or instant, made with milk, NS as to fat added in cooking |
| 56203231 a | Oatmeal, cooked, regular, made with milk, NS as to fat added in cooking |
| 56203232 a | Oatmeal, cooked, quick (1 or 3 min), made with milk, NS as to fat added in cooking |
| 56203233 a | Oatmeal, cooked, instant, made with milk, NS as to fat added in cooking |
| 56203540 | Oatmeal, made with milk and sugar, Puerto Rican style |
| 56203600 | Oatmeal, multigrain, cooked, NS as to fat added in cooking |
| 56203610 | Oatmeal, multigrain, cooked, fat not added in cooking |
| 56203620 | Oatmeal, multigrain, cooked, fat added in cooking |
| 57804000 b | Oatmeal cereal, baby food, dry, instant |
| 57806100 b | Oatmeal cereal with bananas, baby food, dry, instant |
| 57806200 b | Oatmeal cereal with fruit, baby food, dry, instant, toddler |
| 57823000 | Oatmeal with applesauce and bananas, baby food, jarred |
| 67304500 | Prunes with oatmeal, baby food, strained |
Abbreviations: NHANES = National Health and Nutrition Examination Survey; NS = not specified; a Food codes were newly added to the 2009 to 2012 NHANES; b Dry oatmeal is cooked by adding 110 mL of water to every 15 g of dry oatmeal. Thus, the conversion factor applied to the dry oatmeal was 8.3.
Total intakes of cooked oatmeal from all eating occasions among consumers of cooked oatmeal (data from Day 1 of the 2009–2012 NHANES).
| Population Group (Years of Age) | Number of Individuals Surveyed | Consumers of Cooked Oatmeal | |||||
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| % Consumers | Number of Consumers | Intake of Cooked Oatmeal (g/Day) | |||||
| Mean | 90th Percentile | Min | Max | ||||
| All Youths (0–18) | 7407 | 4.6 | 412 | 182 | 330 | 3 | 844 |
| Infants (0–2) | 1863 | 14.3 | 264 | 148 | 285 | 3 | 844 |
| Children (3–11) | 3430 | 3.9 | 122 | 207 | 413 | 20 | 673 |
| Female Teens (12–18) | 1023 | 1.1 | 14 | 188 | 330 | 20 | 673 |
| Male Teens (12–18) | 1091 | 1.3 | 12 | 326 | 376 | 160 | 520 |
| All Adults (19+) | 10,866 | 6.5 | 708 | 251 | 424 | 5 | 1404 |
| Female Adults (19–44) | 2480 | 4.3 | 97 | 262 | 424 | 5 | 1404 |
| Male Adults (19–44) | 2382 | 3.1 | 67 | 316 | 489 | 132 | 936 |
| Female Adults (45+) | 3037 | 11.1 | 328 | 219 | 307 | 10 | 792 |
| Male Adults (45+) | 2967 | 6.7 | 216 | 277 | 424 | 29 | 1024 |
| Total Population (all) | 18,273 | 6.0 | 1120 | 238 | 424 | 3 | 1404 |
Figure 1Distribution of consumers of cooked oatmeal according to the proportion of consumers within each age group. Percentage (%) of total number of respondents within an age year who were identified as consumers of cooked oatmeal within the 2009–2012 NHANES. A respondent was considered a consumer of cooked oatmeal if they consumed any of the foods represented by the food codes listed in Table 1 on Day 1 of the survey. It should be noted that individuals aged 80 years or older are top coded at 80 years of age.
Prevalence of consumption and intakes of cooked oatmeal at each eating occasion (data from Day 1 of the 2009–2012 NHANES).
| Population Group (Years of Age) | Consumers of Cooked Oatmeal | |||||||
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| Breakfast | Lunch | Dinner | Snack | |||||
| Number of Consumers (%) b | Mean Intake (g) | Number of Consumers (%) b | Mean Intake (g) | Number of Consumers (%) b | Mean Intake (g) | Number of Consumers (%) b | Mean Intake (g) | |
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| Infants (0 to 2) a | 168 (9.6) | 148 | 16 (0.8) | 99 | 23 (1.3) | 105 | 26 (1.2) | 98 |
| Children (3 to 11) | 109 (3.7) | 204 | 3 (0.1) | 230 | 6 (0.1) | 122 | 7 (0.1) | 184 |
| Female Teens (12 to 18) | 12 (1.0) | 190 | 1 (0.1) | 176 | 1 (0) | 176 | 0 (0) | 0 |
| Male Teens (12 to 18) | 9 (1.1) | 312 | 1 (0) | 495 | 0 (0) | 0 | 2 (0.2) | 379 |
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| Female Adults (19 to 44) | 84 (3.9) | 247 | 4 (0.2) | 261 | 4 (0.1) | 331 | 9 (0.3) | 316 |
| Male Adults (19 to 44) | 55 (2.3) | 302 | 3 (0.2) | 300 | 5 (0.2) | 390 | 5 (0.5) | 362 |
| Female Adults (45+) | 296 (10.3) | 215 | 14 (0.4) | 261 | 12 (0.2) | 270 | 11 (0.2) | 196 |
| Male Adults (45+) | 197 (6.0) | 273 | 10 (0.4) | 330 | 6 (0.1) | 413 | 7 (0.4) | 224 |
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a It should be noted that there were 64 infants (3.0% of infants surveyed) for whom the eating occasion was defined as “infant feeding”; b Values in parentheses indicate the percentage of individuals surveyed who consumed oatmeal at the specific eating occasion on Day 1 of the NHANES (2009–2012). The total number of individuals surveyed in each age and gender group can be found in Table 2.
The contribution of cooked oatmeal to the total intake of energy at breakfast in consumers of cooked oatmeal (data from Day 1 of the 2009–2012 NHANES).
| Population Group (Years of Age) | Consumers of Cooked Oatmeal | |||||||
|---|---|---|---|---|---|---|---|---|
| Energy Intake at Breakfast (kcal) | Contribution of Cooked Oatmeal to the Intake of Energy at Breakfast (%) | |||||||
| Mean | 90th Percentile | Min | Max | Mean | 90th Percentile | Min | Max | |
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| Infants (0 to 2) | 117.2 | 222 | 1.0 | 450 | 53.7 | 100 | 0.4 | 100 |
| Children (3 to 11) | 189.0 | 342 | 17.0 | 719 | 53.9 | 100 | 4.9 | 100 |
| Female Teens (12 to 18) | 192.2 | 300 | 63.0 | 576 | 44.2 | 77.1 | 13.6 | 77.1 |
| Male Teens (12 to 18) | 266.1 | 300 | 153.0 | 476 | 74.0 | 90.6 | 23.9 | 100 |
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| Female Adults (19 to 44) | 223.4 | 389 | 3.0 | 662 | 64.0 | 100 | 11.6 | 100 |
| Male Adults (19 to 44) | 267.1 | 453 | 96.0 | 623 | 59.2 | 98.8 | 11.6 | 100 |
| Female Adults (45+) | 174.5 | 287 | 18.0 | 657 | 52.3 | 90.5 | 1.8 | 100 |
| Male Adults (45+) | 211.8 | 328 | 31.0 | 843 | 50.6 | 95.3 | 4.3 | 100 |
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Foods co-consumed with cooked oatmeal at breakfast (data from Day 1 of the 2009–2012 NHANES).
| Population Group (Years of Age) | Total Number of Oatmeal Breakfast Eating Occasions a | Top Five Foods Most Frequently Consumed with Oatmeal at Breakfast b,c | |
|---|---|---|---|
| Food | Frequency of Consumption | ||
| All Youths (0 to 18) | 310 | Milk and yoghurt | 210 |
| Fruit juices | 90 | ||
| Fruits | 86 | ||
| Water, noncarbonated | 74 | ||
| Sugar and sweets | 73 | ||
| All Adults (19+) | 669 | Sugars and sweets | 412 |
| Coffee and tea | 355 | ||
| Fruits | 323 | ||
| Milk and yoghurt | 323 | ||
| Yeast breads, rolls, quick breads | 165 | ||
| Total Population (all) | 979 | Milk and yoghurt | 533 |
| Sugars and sweets | 485 | ||
| Fruits | 409 | ||
| Coffee and tea | 361 | ||
| Fruit juices | 235 | ||
a The total number of oatmeal breakfast eating occasions may be slightly larger than the total number of breakfast oatmeal consumers listed in Table 3 if a respondent reported more than one oatmeal eating occasion as breakfast on Day 1 of the 2009–2012 NHANES; b It should be noted that the number of breakfast eating occasions during which only cooked oatmeal was consumed was 24 for all youths (0–18 years), 13 for infants (0–2 years), nine for children (3–11 years), zero for female teens (12–18 years), two for male teens (12–18 years), 35 for all adults (19 years+), 12 for female adults (19–44 years), five for male adults (19–44 years), 11 for female adults (45 years+), seven for male adults (45 years+), and 59 for the total population; c The number of occurrences of other foods co-consumed with cooked oatmeal at breakfast was tallied.
Foods most commonly consumed at breakfast in non-consumers of oatmeal (data from Day 1 of the 2009–2012 NHANES).
| Population Group (Years of Age) | Total Number of Breakfast Eating Occasions | Top Five Foods Most Frequently Consumed in Non-Consumers of Oatmeal | |
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| Food | Frequency of Consumption | ||
| All Youths (0 to 18) | 5700 | Milk and yoghurt | 4107 |
| Cereals (other than oatmeal) | 2483 | ||
| Fruit juices | 1651 | ||
| Yeast breads, rolls, quick breads | 1388 | ||
| Sugar and sweets | 1032 | ||
| All Adults (19+) | 8257 | Coffee and tea | 4636 |
| Milk and yoghurt | 3796 | ||
| Sugars and sweets | 3625 | ||
| Yeast breads, rolls, quick breads | 3438 | ||
| Cereals (other than oatmeal) | 2243 | ||
| Total Population (all) | 14,229 | Milk and yoghurt | 7903 |
| Coffee and tea | 4863 | ||
| Yeast breads, rolls, quick breads | 4826 | ||
| Cereals (other than oatmeal) | 4726 | ||
| Sugars and sweets | 4657 | ||
Figure 2Percent of each population group identified as consumers of cooked oatmeal. Percentage of respondents identified as consumers of cooked oatmeal within the 2003–2004, 2005–2006, 2007–2008, 2009–2010, and 2011–2012 cycles of the NHANES. A respondent was considered a consumer of cooked oatmeal if they consumed any of the foods represented by the food codes listed in Table 1 on Day 1 of the survey.
Multiple linear regression analysis of the consumption of cooked oatmeal.
| Independent Variables a | Β (SE) b | ||
|---|---|---|---|
| NHANES Cycle | 0.01 (0.03) | 0.83 | |
| Age | 3–11 years | 5.35 (0.38) | <0.0001 |
| 12–18 years | 1.19 (0.37) | 0.002 | |
| 19–44 years | 0.36 (0.16) | 0.03 | |
| 45 years+ | --- | --- | |
| Gender | Male | 0.28 (0.14) | 0.06 |
| Female | --- | --- | |
| BMI | Underweight | 3.01 (0.55) | <0.0001 |
| Normal weight | 1.30 (0.13) | <0.0001 | |
| Overweight | 0.51 (0.12) | 0.0001 | |
| Obese | --- | --- | |
a For age, age 45 years+ was used as the reference; for sex, female was used as the reference; for BMI, obese was used as the reference. The R-squared value for the model including all four independent variables is 0.39; b A positive value means a greater intake relative to the reference.