| Literature DB >> 31319451 |
Heidi T Lai1,2, Jayne Hutchinson1, Charlotte E L Evans3.
Abstract
The revised guidelines from the Department of Health (DoH) in the UK state that mean population intakes of free sugars should be below 5% of the total energy (TE) consumption of the British population. However, very few studies have assessed the impact of this recommendation on diet quality in the UK. We explored the dietary patterns and intakes of micronutrients of British adolescents with low intakes of non-milk extrinsic sugars (NMES) (similar to free sugars but not equal, with slight differences in the categorisation of fruit sugars from dried, stewed or canned fruit and smoothies), using the National Diet and Nutrition Survey Rolling Programme, years 1-8 (NDNS RP). The sample included 2587 adolescents aged 11-18 years. Four percent (112) of adolescents reported consuming 5% or lower NMES as a proportion of TE. The odds of being categorised as a low-sugar consumer in adolescents (≤5% TE from NMES) were significantly lower with higher intakes of sweetened drinks, fruit juice, cakes, biscuits, sugar and sweet spreads, chocolate confectionery and sugar confectionery, and significantly higher with higher intakes of pasta and rice, wholemeal and brown bread, and fish. Across the five categories of NMES intakes, micronutrient intakes were lowest for those consuming either ≤5% TE or more than 20% TE from NMES, and optimal for those consuming between 10-15% of energy from NMES. These findings confirm the difficulties of meeting the free sugars recommended intake for adolescents. Care needs to be taken to ensure that an adequate consumption of micronutrients is achieved in those adhering to the revised guidelines on free sugars.Entities:
Keywords: added sugars; diet quality; free sugars; non-milk extrinsic sugars; nutrient intake
Year: 2019 PMID: 31319451 PMCID: PMC6682974 DOI: 10.3390/nu11071621
Source DB: PubMed Journal: Nutrients ISSN: 2072-6643 Impact factor: 5.717
Characteristics of adolescents aged 11 to 18 years in the National Diet and Nutrition Survey Y1-8 by category of non-milk extrinsic sugar consumption as a percentage of total energy after the application of Y1-8 survey weights (n = 2587).
| Variables * |
| TOTAL | Quantiles of Non-Milk Extrinsic Sugars Consumption (% of Total Energy/Day) | Wald/Chi2
| ||||
|---|---|---|---|---|---|---|---|---|
| ≤5 | >5–10 | >10–15 | >15–20 | >20 | ||||
| No. of participants, | 2587 | - | 112 (4%) | 470 (17%) | 795 (34%) | 699 (27%) | 511 (18%) | - |
| Age, years | 2587 | 15 (14, 15) | 15 (14, 15) | 14 (14, 15) | 15 (14, 15) | 15 (14, 15) | 15 (14, 15) | 0.33 |
| Female, % | 2587 | 49 (46, 51) | 55 (43, 67) | 50 (44, 56) | 51 (47, 55) | 46 (41, 50) | 47 (41, 52) | 0.37 |
| Body Mass Index, kg/m2 | 2493 | 22 (21, 22) | 24 (23, 25) | 22 (21, 22) | 22 (21, 22) | 22 (21, 22) | 22 (21, 22) | 0.29 |
| Normal weight, % | 1620 | 66 (63, 69) | 51 (38, 64) | 66 (59, 71) | 64 (60, 69) | 69 (64, 73) | 69 (64, 75) | 0.09 |
| Overweight, % | 349 | 13 (12, 15) | 15 (8, 26) | 12 (9, 16) | 14 (11, 17) | 14 (11, 18) | 12 (9, 17) | |
| Obese, % | 524 | 21 (18, 23) | 34 (24, 47) | 23 (18, 28) | 22 (18, 26) | 17 (14, 21) | 18 (14, 23) | |
| Waist circumference, cm | 1870 | 76 (75, 76) | 81 (77, 85) | 75 (74, 77) | 76 (74, 77) | 75 (74, 76) | 75 (73, 77) | 0.10 |
| Waist-to-hip ratio | 1869 | 0.81 (0.80, 0.81) | 0.82 (0.80, 0.85) | 0.81 (0.80, 0.82) | 0.80 (0.80, 0.81) | 0.81 (0.80, 0.81) | 0.80 (0.79, 0.81) | 0.42 |
| Dieting | 2586 | 7 (5, 8) | 21 (13, 33) | 7 (4, 10) | 6 (4, 9) | 7 (5, 10) | 3 (2, 6) | <0.01 |
| Achieving 5-a-day F & V | 2587 | 8 (7, 10) | 7 (3, 18) | 10 (7, 15) | 9 (7, 12) | 8 (6, 11) | 6 (4, 9) | 0.33 |
| Under-reporters † | 2587 | 55 (52, 57) | 79 (68, 88) | 65 (59, 71) | 54 (49, 58) | 49 (44, 54) | 49 (43, 54) | <0.01 |
| Have longstanding illness | 2587 | 16 (14, 18) | 21 (12, 33) | 15 (11, 21) | 15 (12, 18) | 19 (15, 23) | 13 (9, 17) | 0.18 |
| Socio-economic status of parent | ||||||||
| Professional/Managerial, % | 1032 | 42 (40, 45) | 39 (27, 52) | 44 (38, 50) | 41 (36, 45) | 45 (40, 50) | 39 (34, 45) | |
| Intermediate, % | 552 | 23 (21, 25) | 19 (11, 30) | 22 (17, 27) | 24 (20, 28) | 24 (20, 29) | 23 (18, 28) | 0.53 |
| Routine/Manual, % | 875 | 35 (32, 37) | 42 (30, 55) | 34 (29, 40) | 35 (31, 40) | 31 (26, 36) | 38 (33, 44) | |
| Ethnic groups | ||||||||
| White, % | 2309 | 83 (81, 85) | 69 (54, 80) | 79 (72, 84) | 81 (77, 85) | 88 (84, 92) | 86 (80, 90) | <0.01 |
| Non-white, % | 276 | 17 (15, 19) | 31 (20, 46) | 21 (16, 28) | 19 (15, 23) | 12 (8, 16) | 14 (10, 20) | |
| Total Energy (TE), kcal/day | 2587 | 1761 (1734, 1788) | 1390 (1258, 1523) | 1593 (1542, 1644) | 1778 (1735, 1821) | 1830 (1777, 1884) | 1872 (1800, 1944) | <0.01 |
| Non-milk extrinsic sugars (NMES) | 2587 | 72 (70, 74) | 13 (12, 15) | 34 (33, 35) | 60 (58, 62) | 85 (82, 88) | 122 (116, 127) | <0.01 |
| NMES, % of TE | 2587 | 14.9 (14.5, 15.2) | 3.5 (3.2, 3.8) | 8.0 (7.8, 8.2) | 12.6 (12.5, 12.8) | 17.4 (17.2, 17.5) | 24.5 (24.0, 25.1) | <0.01 |
* Variables expressed as mean (95% CI) for continuous variables, percentage (95% CI) for categorical variables, unless otherwise stated. † % with EI:BMR < 1.2, BMR calculated using Harris–Benedict equations.
Food group intakes (g/day) of adolescents aged 11 to 18 years in the National Diet and Nutrition Survey Y1-8 by category of non-milk extrinsic sugar (NMES) consumption as a percentage of total energy after the application of Y1-8 survey weights, expressed as mean (99% CI).
| Variables | Total | Consumers | Quantiles of Non-Milk Extrinsic Sugars Consumption (% of Total Energy/Day) | ||||
|---|---|---|---|---|---|---|---|
| ≤5 | >5–10 | >10–15 | >15–20 | >20 | |||
| No. of participants, | 2587 (100%) | 112 (4%) | 470 (17%) | 795 (34%) | 699 (27%) | 511 (18%) | |
|
| |||||||
|
| |||||||
| Pasta, rice and other cereals *** | 104 (98, 110) | 2265 (90%) | 130 (93, 167) | 119 (103, 135) | 107 (96 117) | 99 (87, 110) | 88 (75, 101) |
| White bread | 56 (53, 59) | 2274 (87%) | 44 (29, 58) | 58 (50, 65) | 56 (50, 62) | 60 (54, 66) | 52 (45, 58) |
| Wholemeal, brown, granary, wheatgerm bread *** | 21 (19, 23) | 1153 (46%) | 34 (19,49) | 26 (19, 33) | 25 (20, 29) | 16 (13, 20) | 14 (10, 18) |
| High fibre breakfast cereals ** | 13 (12, 15) | 963 (37%) | 20 (7, 34) | 14 (9, 19) | 16 (12, 19) | 12 (9, 15) | 9 (6, 12) |
| Other breakfast cereals | 10 (9, 11) | 1146 (46%) | 8 (3, 12) | 10 (7, 12) | 10 (8, 12) | 11 (9, 13) | 11 (8, 14) |
| Biscuits *** | 17 (16, 19) | 1697 (67%) | 7 (4, 11) | 15 (12, 18) | 17 (15, 20) | 19 (17, 22) | 20 (14, 26) |
| Buns, cakes, pastries and fruit pies *** | 20 (18, 22) | 1352 (53%) | 3 (1, 4) | 12 (9, 14) | 21 (17, 23) | 23 (19, 27) | 25 (19, 31) |
| Puddings | 11 (9, 13) | 579 (24%) | 7 (1, 12) | 8 (4, 12) | 11 (8, 14) | 12 (9, 15) | 11 (7, 16) |
|
| |||||||
| Milk | 132 (122, 142) | 2137 (81%) | 147 (57, 237) | 141 (114, 167) | 138 (120, 155) | 131 (111, 151) | 112 (92, 132) |
| Cheese *** | 11 (10, 12) | 1486 (60%) | 8 (5, 12) | 13 (10, 15) | 13 (11, 14) | 10 (8, 12) | 8 (6, 10) |
| Yogurt, fromage frais and other dairy desserts ** | 20 (18, 22) | 933 (37%) | 10 (3, 17) | 19 (14, 25) | 22 (17, 27) | 22 (18, 26) | 17 (13, 22) |
| Ice cream *** | 9 (7, 10) | 698 (26%) | 2 (−1, 5) | 5 (3, 7) | 9 (6, 12) | 10 (8, 13) | 11 (8, 14) |
| Egg and egg dishes | 12 (11, 15) | 896 (36%) | 21 (6, 37) | 14 (10, 18) | 14 (10, 17) | 10 (8, 13) | 12 (8, 15) |
| Total fat spreads | 8 (7, 8) | 2103 (80%) | 9 (6, 11) | 8 (7, 9) | 8 (7, 9) | 8 (7, 9) | 7 (5, 8) |
|
| |||||||
| Chips, fried roast potatoes and potato dishes | 50 (47, 53) | 2022 (78%) | 42 (22, 61) | 43 (36, 50) | 53 (47, 59) | 52 (47, 57) | 51 (44, 59) |
| Other potatoes, potato salads and dishes | 31 (28, 34) | 1474 (54%) | 34 (17, 52) | 32 (25, 38) | 34 (29, 39) | 31 (26, 35) | 25 (20, 30) |
| Crisps and savoury snacks ** | 13 (12, 13) | 1775 (69%) | 10 (4, 15) | 11 (9, 13) | 12 (10, 13) | 14 (12, 16) | 13 (11, 16) |
|
| |||||||
| Sugars, preservatives and sweet spreads *** | 7 (6, 7) | 1553 (61%) | 2 (0, 3) | 4 (3, 5) | 6 (5, 8) | 8 (7, 10) | 9 (7, 11) |
| Sugar confectionery *** | 7 (6, 8) | 848 (33%) | 1 (0, 1) | 2 (1, 3) | 4 (3, 5) | 8 (6, 10) | 15 (12, 19) |
| Chocolate confectionery *** | 12 (11, 13) | 1498 (56%) | 3 (1, 4) | 6 (5, 8) | 10 (9, 12) | 15 (12, 17) | 18 (14, 21) |
|
| |||||||
| Fruit juice *** | 78 (69, 87) | 1218 (49%) | 7 (1, 13) | 31 (23, 39) | 68 (57, 80) | 99 (82, 117) | 125 (91, 160) |
| Soft drinks, not low calorie *** | 230 (213, 247) | 1957 (75%) | 12 (2, 21) | 65 (52, 78) | 164 (143, 185) | 280 (251, 308) | 484 (432, 535) |
| Soft drinks, low calorie ** | 184 (165, 202) | 1454 (54%) | 183 (71, 294) | 225 (179, 271) | 199 (162, 237) | 160 (131, 189) | 151 (114, 189) |
| Beer, lager, cider and perry *** | 31 (19, 42) | 2408 (93%) | 4 (−3, 11) | 16 (−1, 34) | 30 (13, 47) | 29 (10, 49) | 52 (18, 98) |
|
| |||||||
| Total Fruit | 59 (54, 63) | 2169 (83%) | 53 (30, 75) | 69 (54, 83) | 61 (53, 69) | 55 (47, 63) | 51 (40, 62) |
| Total vegetables *** | 112 (107, 117) | 2570 (95%) | 115 (92, 138) | 119 (107, 138) | 121 (113, 130) | 110 (101, 119) | 89 (80, 98) |
| Total meat | 97 (93, 101) | 2500 (96%) | 99 (72, 125) | 97 (87, 106) | 99 (92, 106) | 98 (91, 105) | 91 (83, 99) |
| Total fish *** | 12 (11, 14) | 1214 (50%) | 18 (10, 25) | 16 (10, 22) | 12 (10, 15) | 11 (9, 13) | 8 (6, 11) |
*** = p < 0.001, ** = p < 0.01, significant difference across NMES groups using wald test. † Disaggregated food groups include estimated portions of foods that are in composite dishes in order to provide a more complete estimate of intake at the individual food level.
Figure 1Consumption of alcoholic and non-alcoholic beverages (g/day) by adolescents in the National Diet and Nutrition Survey aged 11 to 18 years, by category of non-extrinsic milk sugar after the application of survey weights.
Figure 2Consumption of sweet foods (g/day) from adolescents aged 11 to 18 years in the National Diet and Nutrition Survey, by category of non-extrinsic milk sugar after the application of survey weights.
Figure 3The odds (99% CI, p-value) of adolescents aged 11 to 18 years being categorised as consuming <10% NMES of total energy with increasing consumption of various foods by portion (g/day) in the National Diet and Nutrition Survey.
Daily mean (99% CI) nutrient intakes of adolescents aged 11 to 18 years in the National Diet and Nutrition Survey Y1-8 by percentage of non-milk extrinsic sugars consumption of total energy (n = 2587) after the application of survey weights.
| Variables | Total | Quantiles of Non-Milk Extrinsic Sugars Consumption (% of Total Energy/Day) | |||||
|---|---|---|---|---|---|---|---|
| ≤5 | >5–10 | >10–15 | >15–20 | >20 | |||
| No. of participants, | 2587 (100%) | 112 (4%) | 470 (17%) | 795 (34%) | 699 (27%) | 511 (18%) | |
|
| |||||||
| Total Energy (TE), kcal/day | 1761 (1726, 1797) | 1390 (1216, 1565) | 1593 (1526, 1661) | 1778 (1721, 1835) | 1830 (1760, 1901) | 1872 (1777, 1967) | <0.01 |
| Food Energy (FE), kcal/day | 1750 (1714, 1785) | 1389 (1215, 1563) | 1585 (1519, 1652) | 1765 (1709, 1822) | 1820 (1750, 1890) | 1855 (1761, 1949) | <0.01 |
| Total Energy (TE), kJ/day | 7417 (7268, 7569) | 5854 (5120, 6588) | 6707 (6425, 6988) | 7485 (7247, 7723) | 7708 (7412, 8002) | 7890 (7490, 8290) | <0.01 |
| Food Energy (FE), kJ/day | 7369 (7221, 7516) | 5847 (5114, 6581) | 6672 (6393, 6950) | 7432 (7195, 7668) | 7664 (7370, 7958) | 7821 (7426, 8216) | <0.01 |
| Protein (g) | 66 (64, 67) | 66 (54, 78) | 68 (64, 71) | 68 (66, 71) | 65 (63, 68) | 60 (57, 63) | <0.01 |
| Fat, % of TE | 34 (33, 34) | 35 (33, 37) | 35 (34, 36) | 35 (34, 35) | 33 (33, 34) | 31 (30, 32) | <0.01 |
| CHO, % of TE | 51 (50, 51) | 46 (44, 48) | 48 (47, 48) | 49 (49, 50) | 52 (51, 52) | 56 (55, 56) | <0.01 |
| Total sugars | 101 (98, 104) | 38 (32 45) | 64 (61, 68) | 91 (87, 94) | 114 (111, 119) | 149 (140, 156) | <0.01 |
| Total sugars, % of TE | 21 (21, 22) | 10 (9, 12) | 15 (15 16) | 19 (19, 20) | 24 (23, 24) | 30 (29, 31) | <0.01 |
| Non-milk extrinsic sugars (NMES) | 72 (69, 74) | 13 (11, 15) | 34 (32, 35) | 60 (58, 62) | 85 (81, 88) | 122 (115, 128) | <0.01 |
| NMES, % of TE | 15 (15, 15) | 4 (3, 4) | 8 (8, 8) | 13 (12, 13) | 17 (17, 18) | 25 (24, 25) | <0.01 |
| AOAC fibre (g) | 16 (15, 16) | 15 (13, 17) | 16 (15, 17) | 17 (16, 17) | 16 (15, 16) | 14 (13, 15) | <0.01 |
| Non-starch polysaccharides (NSP) (g) | 12 (12, 12) | 11 (10, 13) | 12 (11, 13) | 12 (12, 13) | 12 (11, 12) | 10 (9, 11) | <0.01 |
| Alcohol (g) | 1.7 (1.2, 2.1) | 0.2 (−0.1, 0.5) | 1.2 (0.2, 2.0) | 1.8 (0.8, 2.8) | 1.5 (0.7, 2.2) | 2.4 (0.8, 3.9) | <0.01 |
|
| |||||||
| Vitamin A, µg/day | 624 (590, 680) | 495 (376, 614) | 653 (548, 759) | 634 (588, 682) | 624 (557, 690) | 610 (537, 683) | 0.07 |
| Thiamin, mg/day | 1.4 (1.4, 1.4) | 1.3 (1.1, 1.5) | 1.4 (1.3, 1.4) | 1.5 (1.4, 1.5) | 1.4 (1.4, 1.5) | 1.3 (1.3, 1.4) | 0.01 |
| Riboflavin, mg/day | 1.4 (1.4, 1.5) | 1.3 (0.9, 1.6) | 1.4 (1.3, 1.5) | 1.5 (1.4, 1.5) | 1.4 (1.4, 1.5) | 1.4 (1.3, 1.5) | 0.30 |
| Niacin equivalents, mg/day | 32 (31, 33) | 31 (26, 36) | 32 (30, 34) | 33 (32, 34) | 32 (30, 33) | 31 (29, 33) | 0.40 |
| Vitamin B6, mg/day | 1.9 (1.8, 1.9) | 1.6 (1.3, 1.9) | 1.7 (1.6, 1.9) | 1.8 (1.7, 1.9) | 1.9 (1.8, 2.0) | 2.1 (1.8, 2.4) | <0.01 |
| Vitamin B12, µg/day | 4.2 (4.0, 4.4) | 4.0 (3.0, 5.0) | 4.4 (4.0, 4.7) | 4.3 (4.0, 4.6) | 4.1 (3.8, 4.4) | 4.1 (3.7, 4.5) | 0.37 |
| Folate, µg/day | 205 (200, 211) | 181 (153, 209) | 201 (186, 216) | 214 (196, 220) | 208 (197, 220) | 194 (181, 206) | <0.01 |
| Vitamin C, mg/day | 80 (76, 83) | 51 (40, 63) | 61 (55, 68) | 78 (72, 84) | 84 (78, 90) | 99 (88, 111) | <0.01 |
| Vitamin D, µg/day | 2.2 (2.1, 2.3) | 2.1 (1.7, 2.5) | 2.2 (2.1, 2.4) | 2.3 (2.1, 2.5) | 2.1 (2.0, 2.2) | 1.9 (1.7, 2.2) | <0.01 |
| Vitamin E, mg/day | 8.8 (8.5, 9.1) | 7.7 (6.8, 8.5) | 8.5 (8.0, 9.0) | 9.3 (8.8, 9.7) | 8.9 (8.5, 9.3) | 8.3 (7.7, 8.9) | <0.01 |
| Iron, mg/day | 9.5 (9.3, 9.7) | 8.3 (6.9, 9.6) | 9.3 (8.9, 9.7) | 9.9 (9.5, 10.2) | 9.6 (9.2, 10.0) | 9.0 (8.4, 9.5) | <0.01 |
| Calcium, mg/day | 782 (758, 805) | 664 (525, 804) | 774 (722, 826) | 812 (772, 853) | 788 (746, 830) | 750 (693, 808) | 0.03 |
| Magnesium, mg/day | 210 (205, 214) | 189 (162, 216) | 207 (195, 219) | 217 (209, 225) | 211 (203, 219) | 201 (190, 211) | <0.01 |
| Potassium, mg/day | 2305 (2255, 2355) | 2024 (1710, 2339) | 2211 (2098, 2324) | 2391 (2300, 2484) | 2355 (2265, 2445) | 2224 (2105, 2344) | <0.01 |
| Zinc, mg/day | 7.3 (7.2, 7.5) | 7.2 (6.0, 8.3) | 7.7 (7.2, 8.2) | 7.7 (7.4, 8.0) | 7.2 (6.9, 7.5) | 6.6 (6.2, 7.0) | <0.01 |
| Iodine, mg/day | 124 (119, 129) | 105 (80, 130) | 128 (115, 140) | 130 (119, 141) | 122 (114, 130) | 118 (108, 129) | 0.07 |
| Sodium, mg/day | 2114 (2063, 2164) | 1898 (1631, 2165) | 2052 (1944, 2161) | 2185 (2096, 2274) | 2150 (2049, 2250) | 2038 (1908, 2168) | 0.01 |
TE = total energy, FE= Food energy, AOAC = Association of Official Analytical Chemists.
Proportion of adolescents aged 11 to 18 years in the National Diet and Nutrition Survey with micronutrient intakes below LRNI by percentage of non-milk extrinsic sugars consumption of total energy (n = 2587) after the application of survey weights, expressed as percentage (99% CI).
| Variables | Total | Quantiles of Non-Milk Extrinsic Sugars Consumption (% of Total Energy/Day) | |||||
|---|---|---|---|---|---|---|---|
| ≤5 | >5–10 | >10–15 | >15–20 | >20 | |||
| No. of participants, | 2587 (100%) | 112 (4%) | 470 (17%) | 795 (34%) | 699 (27%) | 511 (18%) | |
|
| |||||||
| Vitamin A, µg/day | 16 (13, 18) | 21 (12, 35) | 16 (11, 24) | 12 (9, 17) | 18 (13, 23) | 17 (12, 25) | 0.09 |
| Riboflavin, mg/day | 16 (13, 18) | 39 (23, 56) | 20 (15, 27) | 13 (9, 17) | 13 (9, 17) | 16 (11, 22) | <0.01 |
| Vitamin B12, µg/day | 2 (1, 3) | 5 (2, 13) | 1 (1, 3) | 1 (0, 4) | 1 (0, 3) | 2 (1, 6) | 0.31 |
| Folate, µg/day | 7 (5, 9) | 12 (5, 26) | 6 (3, 11) | 5 (3, 8) | 6 (4, 10) | 12 (7, 18) | 0.03 |
| Vitamin C, mg/day | 1 (1, 2) | 4 (1, 19) | 2 (1, 6) | 0 (0, 2) | 1 (0, 5) | 2 (1, 5) | 0.11 |
| Iron, mg/day | 28 (25, 31) | 44 (29, 61) | 30 (23, 37) | 25 (20, 30) | 25 (20, 31) | 33 (26, 41) | 0.01 |
| Calcium, mg/day | 15 (13, 17) | 31 (18, 49) | 18 (13, 25) | 10 (7, 14) | 13 (10, 18) | 18 (13, 25) | <0.01 |
| Magnesium, mg/day | 39 (36, 42) | 51 (35, 67) | 45 (37, 52) | 33 (28, 38) | 37 (31, 43) | 44 (37, 52) | <0.01 |
| Potassium, mg/day | 25 (22, 28) | 37 (23, 55) | 30 (23, 38) | 22 (17, 27) | 21 (17, 27) | 29 (22, 36) | 0.01 |
| Zinc, mg/day | 19 (16, 21) | 27 (15, 44) | 19 (13, 26) | 13 (10, 17) | 19 (14, 25) | 27 (21, 35) | <0.01 |
| Iodine, mg/day | 18 (16, 21) | 37 (22, 54) | 21 (15, 28) | 14 (10, 18) | 16 (12, 21) | 22 (16, 28) | <0.01 |
Figure 4Percentage of adolescents aged 11 to 18 years in the National Diet and Nutrition Survey with micronutrient intakes below LRNI by percentage of non-milk extrinsic sugars consumption of total energy (n = 2587) after the application of survey weights.