Original Article Open Access March 20, 2025

Weaker Effects of Parental Education on Oral Nicotine Use of High School Students in Rural Areas: Marginalization-Related Diminished Returns

Shervin Assari 1, 2, 3, 4, 5,*, Gandom Assari 5, 6 and Hossein Zare 7, 8
1
Department of Psychiatry, Charles R. Drew University of Medicine and Science, Los Angeles, CA, United States
2
Department of Internal Medicine, Charles R. Drew University of Medicine and Science, Los Angeles, CA, United States
3
Department of Family Medicine, Charles R. Drew University of Medicine and Science, Los Angeles, CA, United States
4
Department of Urban Public Health, Charles R. Drew University of Medicine and Science, Los Angeles, CA, United States
5
Marginalization-Related Diminished Returns (MDRs) Center, Los Angeles, CA, United States
6
Canyon High School, Anaheim, CA, United States
7
Department of Health Policy and Management, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, United States
8
School of Business, University of Maryland Global Campus (UMGC), Adelphi, MD, United States
Page(s): 75-88
Received
January 03, 2025
Revised
February 10, 2025
Accepted
March 02, 2025
Published
March 20, 2025
Creative Commons

This is an Open Access article, distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution and reproduction in any medium or format, provided the original work is properly cited.
Copyright: Copyright © The Author(s), 2025. Published by Scientific Publications
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APA Style
Assari, S. , Assari, G. , & Zare, A. H. (2025). Weaker Effects of Parental Education on Oral Nicotine Use of High School Students in Rural Areas: Marginalization-Related Diminished Returns. Current Research in Public Health, 5(2), 75-88. https://doi.org/10.31586/ojer.2025.6042
ACS Style
Assari, S. ; Assari, G. ; Zare, A. H. Weaker Effects of Parental Education on Oral Nicotine Use of High School Students in Rural Areas: Marginalization-Related Diminished Returns. Current Research in Public Health 2025 5(2), 75-88. https://doi.org/10.31586/ojer.2025.6042
Chicago/Turabian Style
Assari, Shervin, Gandom Assari, and and Hossein Zare. 2025. "Weaker Effects of Parental Education on Oral Nicotine Use of High School Students in Rural Areas: Marginalization-Related Diminished Returns". Current Research in Public Health 5, no. 2: 75-88. https://doi.org/10.31586/ojer.2025.6042
AMA Style
Assari S, Assari G, Zare AH. Weaker Effects of Parental Education on Oral Nicotine Use of High School Students in Rural Areas: Marginalization-Related Diminished Returns. Current Research in Public Health. 2025; 5(2):75-88. https://doi.org/10.31586/ojer.2025.6042
@Article{crph6042,
AUTHOR = {Assari, Shervin and Assari, Gandom and Zare, and Hossein},
TITLE = {Weaker Effects of Parental Education on Oral Nicotine Use of High School Students in Rural Areas: Marginalization-Related Diminished Returns},
JOURNAL = {Current Research in Public Health},
VOLUME = {5},
YEAR = {2025},
NUMBER = {2},
PAGES = {75-88},
URL = {https://www.scipublications.com/journal/index.php/OJER/article/view/6042},
ISSN = {2831-5162},
DOI = {10.31586/ojer.2025.6042},
ABSTRACT = {Background: Nicotine pouches, gummies, and candies have emerged as popular alternatives to traditional tobacco products among U.S. adolescents. While parental educational attainment is generally associated with youth substance use, marginalization-related diminished returns (MDRs) suggest that this effect may be weaker in marginalized populations, including non-Latino White communities. In particular, place-based marginalization—such as neighborhood economic disadvantage and school-level poverty—may attenuate the benefits of parental education. This study examines MDRs in the relationship between parental educational attainment and nicotine pouch/gummy/candy use among non-Latino White 12th graders in the 2024 Monitoring the Future (MTF) study. Methods: This study analyzed nationally representative data from the 2024 MTF study, focusing on non-Latino White 12th graders who reported parental education levels and adolescents’ use of nicotine pouch/gummy/candy. Structural equation modeling (SEM) was used to estimate the effects of parental education on adolescents’ use of nicotine pouches, gummies, and candies, while adjusting for demographic covariates. Place-based marginalization was operationalized using rural vs urban /suburban residence. Interaction terms tested whether the effect of parental education varied based on place of residence. Results: Higher parental educational attainment was associated with lower use of nicotine pouches, gummies, and candies. However, this effect was significantly weaker in rural areas. Conclusion: Public health interventions should account for place-based disparities rather than assuming a uniform effect of SES factors. This study highlights the need for policy responses that address structural inequities beyond individual family SES.},
}
%0 Journal Article
%A Assari, Shervin
%A Assari, Gandom
%A Zare, and Hossein
%D 2025
%J Current Research in Public Health

%@ 2831-5162
%V 5
%N 2
%P 75-88

%T Weaker Effects of Parental Education on Oral Nicotine Use of High School Students in Rural Areas: Marginalization-Related Diminished Returns
%M doi:10.31586/ojer.2025.6042
%U https://www.scipublications.com/journal/index.php/OJER/article/view/6042
TY  - JOUR
AU  - Assari, Shervin
AU  - Assari, Gandom
AU  - Zare, and Hossein
TI  - Weaker Effects of Parental Education on Oral Nicotine Use of High School Students in Rural Areas: Marginalization-Related Diminished Returns
T2  - Current Research in Public Health
PY  - 2025
VL  - 5
IS  - 2
SN  - 2831-5162
SP  - 75
EP  - 88
UR  - https://www.scipublications.com/journal/index.php/OJER/article/view/6042
AB  - Background: Nicotine pouches, gummies, and candies have emerged as popular alternatives to traditional tobacco products among U.S. adolescents. While parental educational attainment is generally associated with youth substance use, marginalization-related diminished returns (MDRs) suggest that this effect may be weaker in marginalized populations, including non-Latino White communities. In particular, place-based marginalization—such as neighborhood economic disadvantage and school-level poverty—may attenuate the benefits of parental education. This study examines MDRs in the relationship between parental educational attainment and nicotine pouch/gummy/candy use among non-Latino White 12th graders in the 2024 Monitoring the Future (MTF) study. Methods: This study analyzed nationally representative data from the 2024 MTF study, focusing on non-Latino White 12th graders who reported parental education levels and adolescents’ use of nicotine pouch/gummy/candy. Structural equation modeling (SEM) was used to estimate the effects of parental education on adolescents’ use of nicotine pouches, gummies, and candies, while adjusting for demographic covariates. Place-based marginalization was operationalized using rural vs urban /suburban residence. Interaction terms tested whether the effect of parental education varied based on place of residence. Results: Higher parental educational attainment was associated with lower use of nicotine pouches, gummies, and candies. However, this effect was significantly weaker in rural areas. Conclusion: Public health interventions should account for place-based disparities rather than assuming a uniform effect of SES factors. This study highlights the need for policy responses that address structural inequities beyond individual family SES.
DO  - Weaker Effects of Parental Education on Oral Nicotine Use of High School Students in Rural Areas: Marginalization-Related Diminished Returns
TI  - 10.31586/ojer.2025.6042
ER  -