Cargando…
Multilevel Understanding of the Impact of Individual- and School-Level Determinants on Lipid Profiles in Adolescents: The Cross-Level Interaction of Food Environment and Body Mass Index
Adolescents with comparable personal risk factors may have different lipid profiles because of the school’s context. Lipid determinants in adolescents should be considered using a multilevel perspective. This multilevel study investigated the effects of individual-level and school-level factors on l...
Autores principales: | , , , , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2022
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9146111/ https://www.ncbi.nlm.nih.gov/pubmed/35631209 http://dx.doi.org/10.3390/nu14102068 |
_version_ | 1784716480139493376 |
---|---|
author | Lin, Wei-Ting Chin, Yu-Ting Wu, Pei-Wen Tsai, Sharon Chen, Meng-Hsueh Chang, Chiao-I Yang, Yu-Cheng Lee, Chun-Ying Seal, David W. Lee, Chien-Hung |
author_facet | Lin, Wei-Ting Chin, Yu-Ting Wu, Pei-Wen Tsai, Sharon Chen, Meng-Hsueh Chang, Chiao-I Yang, Yu-Cheng Lee, Chun-Ying Seal, David W. Lee, Chien-Hung |
author_sort | Lin, Wei-Ting |
collection | PubMed |
description | Adolescents with comparable personal risk factors may have different lipid profiles because of the school’s context. Lipid determinants in adolescents should be considered using a multilevel perspective. This multilevel study investigated the effects of individual-level and school-level factors on lipid profiles in adolescents and evaluated the cross-level influence of lipid determinants. A representative adolescent cohort (n = 2727) was randomly selected from 36 schools in three diverse economic areas in Taiwan and assessed for their personal dietary patterns, physical parameters, and lipid profiles. For individual-level factors, both low physical activity and high body mass index (BMI) were associated with elevated triglyceride (TG), low-density lipoprotein cholesterol (LDL-C), and total cholesterol (TC) levels, and a sugar-sweetened beverage intake of >500 mL/day was associated with increases of 5.97 and 6.12 mg/dL in LDL-C and TC levels, respectively, compared with abstinence. Regarding school-level factors, students in schools with ≥2 health promotion programs per year had a 5.27 mg/dL lower level of LDL-C than those in schools with 0–1 program, and students in schools with ≥46 food outlets within 600 m of the school had 6.90 and 13.3 mg/dL higher levels of TG and TC, respectively, than those in schools with <46 food outlets. School context modified the individual-level positive correlation between BMI and TG level (the p-value for the random-slope effect was 0.003). In conclusion, individual-level and school-level factors exert a multilevel effect on adolescent lipid profiles. The food environment near the school has a stronger cross-level impact on individual TG levels in adolescents with a high BMI than in those with a normal BMI. |
format | Online Article Text |
id | pubmed-9146111 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-91461112022-05-29 Multilevel Understanding of the Impact of Individual- and School-Level Determinants on Lipid Profiles in Adolescents: The Cross-Level Interaction of Food Environment and Body Mass Index Lin, Wei-Ting Chin, Yu-Ting Wu, Pei-Wen Tsai, Sharon Chen, Meng-Hsueh Chang, Chiao-I Yang, Yu-Cheng Lee, Chun-Ying Seal, David W. Lee, Chien-Hung Nutrients Article Adolescents with comparable personal risk factors may have different lipid profiles because of the school’s context. Lipid determinants in adolescents should be considered using a multilevel perspective. This multilevel study investigated the effects of individual-level and school-level factors on lipid profiles in adolescents and evaluated the cross-level influence of lipid determinants. A representative adolescent cohort (n = 2727) was randomly selected from 36 schools in three diverse economic areas in Taiwan and assessed for their personal dietary patterns, physical parameters, and lipid profiles. For individual-level factors, both low physical activity and high body mass index (BMI) were associated with elevated triglyceride (TG), low-density lipoprotein cholesterol (LDL-C), and total cholesterol (TC) levels, and a sugar-sweetened beverage intake of >500 mL/day was associated with increases of 5.97 and 6.12 mg/dL in LDL-C and TC levels, respectively, compared with abstinence. Regarding school-level factors, students in schools with ≥2 health promotion programs per year had a 5.27 mg/dL lower level of LDL-C than those in schools with 0–1 program, and students in schools with ≥46 food outlets within 600 m of the school had 6.90 and 13.3 mg/dL higher levels of TG and TC, respectively, than those in schools with <46 food outlets. School context modified the individual-level positive correlation between BMI and TG level (the p-value for the random-slope effect was 0.003). In conclusion, individual-level and school-level factors exert a multilevel effect on adolescent lipid profiles. The food environment near the school has a stronger cross-level impact on individual TG levels in adolescents with a high BMI than in those with a normal BMI. MDPI 2022-05-15 /pmc/articles/PMC9146111/ /pubmed/35631209 http://dx.doi.org/10.3390/nu14102068 Text en © 2022 by the authors. https://creativecommons.org/licenses/by/4.0/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/). |
spellingShingle | Article Lin, Wei-Ting Chin, Yu-Ting Wu, Pei-Wen Tsai, Sharon Chen, Meng-Hsueh Chang, Chiao-I Yang, Yu-Cheng Lee, Chun-Ying Seal, David W. Lee, Chien-Hung Multilevel Understanding of the Impact of Individual- and School-Level Determinants on Lipid Profiles in Adolescents: The Cross-Level Interaction of Food Environment and Body Mass Index |
title | Multilevel Understanding of the Impact of Individual- and School-Level Determinants on Lipid Profiles in Adolescents: The Cross-Level Interaction of Food Environment and Body Mass Index |
title_full | Multilevel Understanding of the Impact of Individual- and School-Level Determinants on Lipid Profiles in Adolescents: The Cross-Level Interaction of Food Environment and Body Mass Index |
title_fullStr | Multilevel Understanding of the Impact of Individual- and School-Level Determinants on Lipid Profiles in Adolescents: The Cross-Level Interaction of Food Environment and Body Mass Index |
title_full_unstemmed | Multilevel Understanding of the Impact of Individual- and School-Level Determinants on Lipid Profiles in Adolescents: The Cross-Level Interaction of Food Environment and Body Mass Index |
title_short | Multilevel Understanding of the Impact of Individual- and School-Level Determinants on Lipid Profiles in Adolescents: The Cross-Level Interaction of Food Environment and Body Mass Index |
title_sort | multilevel understanding of the impact of individual- and school-level determinants on lipid profiles in adolescents: the cross-level interaction of food environment and body mass index |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9146111/ https://www.ncbi.nlm.nih.gov/pubmed/35631209 http://dx.doi.org/10.3390/nu14102068 |
work_keys_str_mv | AT linweiting multilevelunderstandingoftheimpactofindividualandschoolleveldeterminantsonlipidprofilesinadolescentsthecrosslevelinteractionoffoodenvironmentandbodymassindex AT chinyuting multilevelunderstandingoftheimpactofindividualandschoolleveldeterminantsonlipidprofilesinadolescentsthecrosslevelinteractionoffoodenvironmentandbodymassindex AT wupeiwen multilevelunderstandingoftheimpactofindividualandschoolleveldeterminantsonlipidprofilesinadolescentsthecrosslevelinteractionoffoodenvironmentandbodymassindex AT tsaisharon multilevelunderstandingoftheimpactofindividualandschoolleveldeterminantsonlipidprofilesinadolescentsthecrosslevelinteractionoffoodenvironmentandbodymassindex AT chenmenghsueh multilevelunderstandingoftheimpactofindividualandschoolleveldeterminantsonlipidprofilesinadolescentsthecrosslevelinteractionoffoodenvironmentandbodymassindex AT changchiaoi multilevelunderstandingoftheimpactofindividualandschoolleveldeterminantsonlipidprofilesinadolescentsthecrosslevelinteractionoffoodenvironmentandbodymassindex AT yangyucheng multilevelunderstandingoftheimpactofindividualandschoolleveldeterminantsonlipidprofilesinadolescentsthecrosslevelinteractionoffoodenvironmentandbodymassindex AT leechunying multilevelunderstandingoftheimpactofindividualandschoolleveldeterminantsonlipidprofilesinadolescentsthecrosslevelinteractionoffoodenvironmentandbodymassindex AT sealdavidw multilevelunderstandingoftheimpactofindividualandschoolleveldeterminantsonlipidprofilesinadolescentsthecrosslevelinteractionoffoodenvironmentandbodymassindex AT leechienhung multilevelunderstandingoftheimpactofindividualandschoolleveldeterminantsonlipidprofilesinadolescentsthecrosslevelinteractionoffoodenvironmentandbodymassindex |