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National medical expenditures by smoking status in American adults: an application of Manning’s two-stage model to nationally representative data
OBJECTIVES: To assess the medical expenditures of American adults by their smoking status—Current, Former or Never smokers. We update these expenditures through 2015 controlling for personal characteristics and medical history and assess the impact of years-since-quitting and decade of life. SETTING...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BMJ Publishing Group
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6661572/ https://www.ncbi.nlm.nih.gov/pubmed/31315859 http://dx.doi.org/10.1136/bmjopen-2018-026592 |
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author | Swedler, David I Miller, Ted R Ali, Bina Waeher, Geetha Bernstein, Steven L |
author_facet | Swedler, David I Miller, Ted R Ali, Bina Waeher, Geetha Bernstein, Steven L |
author_sort | Swedler, David I |
collection | PubMed |
description | OBJECTIVES: To assess the medical expenditures of American adults by their smoking status—Current, Former or Never smokers. We update these expenditures through 2015 controlling for personal characteristics and medical history and assess the impact of years-since-quitting and decade of life. SETTING AND PARTICIPANTS: Weighted sample of American adults, 2011–2015. The linked National Health Interview Survey (NHIS) and Medical Expenditure Panel Survey (MEPS) are annual weighted representations of approximately 250 million adults. Sampling of NHIS is multistage with data collected throughout the year. PRIMARY OUTCOME MEASURES: Using data from NHIS and MEPS, we collected demographic data, self-reported medical history and current smoking status. Smoking status was designated as Never, Current and Former, along with years-since-quitting. Total medical expenditures were collected from MEPS for 2011–2015. We used Manning’s two-part model to estimate average expenditures per individual and marginal costs for individuals at all levels of smoking status. RESULTS: American adults averaged US$4830 in average medical expenditures. Never smokers (US$4360, 95% CI 4154.3 to 4566.3), had lower expenditures than Current (US$5244, 95% CI 4707.9 to 5580.3) and Former (US$5590, 95% CI 5267.4 to 5913.5) smokers. CI for Current and Former smokers overlapped. Results were similarly significant when controlling for disease history. Years-since-quitting did not affect expenditures. In each decade of adult life, Former smokers had the highest annual medical expenditures, followed by Current and then Never smokers. CONCLUSIONS: We updated annual medical expenditures during the Affordable Care Act era by smoking status using the current best practice model. While we identify Former smokers as having higher medical expenditures than Current smokers, we do not examine how care-seeking behaviour varies between levels of each risk factor. |
format | Online Article Text |
id | pubmed-6661572 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | BMJ Publishing Group |
record_format | MEDLINE/PubMed |
spelling | pubmed-66615722019-08-07 National medical expenditures by smoking status in American adults: an application of Manning’s two-stage model to nationally representative data Swedler, David I Miller, Ted R Ali, Bina Waeher, Geetha Bernstein, Steven L BMJ Open Smoking and Tobacco OBJECTIVES: To assess the medical expenditures of American adults by their smoking status—Current, Former or Never smokers. We update these expenditures through 2015 controlling for personal characteristics and medical history and assess the impact of years-since-quitting and decade of life. SETTING AND PARTICIPANTS: Weighted sample of American adults, 2011–2015. The linked National Health Interview Survey (NHIS) and Medical Expenditure Panel Survey (MEPS) are annual weighted representations of approximately 250 million adults. Sampling of NHIS is multistage with data collected throughout the year. PRIMARY OUTCOME MEASURES: Using data from NHIS and MEPS, we collected demographic data, self-reported medical history and current smoking status. Smoking status was designated as Never, Current and Former, along with years-since-quitting. Total medical expenditures were collected from MEPS for 2011–2015. We used Manning’s two-part model to estimate average expenditures per individual and marginal costs for individuals at all levels of smoking status. RESULTS: American adults averaged US$4830 in average medical expenditures. Never smokers (US$4360, 95% CI 4154.3 to 4566.3), had lower expenditures than Current (US$5244, 95% CI 4707.9 to 5580.3) and Former (US$5590, 95% CI 5267.4 to 5913.5) smokers. CI for Current and Former smokers overlapped. Results were similarly significant when controlling for disease history. Years-since-quitting did not affect expenditures. In each decade of adult life, Former smokers had the highest annual medical expenditures, followed by Current and then Never smokers. CONCLUSIONS: We updated annual medical expenditures during the Affordable Care Act era by smoking status using the current best practice model. While we identify Former smokers as having higher medical expenditures than Current smokers, we do not examine how care-seeking behaviour varies between levels of each risk factor. BMJ Publishing Group 2019-07-16 /pmc/articles/PMC6661572/ /pubmed/31315859 http://dx.doi.org/10.1136/bmjopen-2018-026592 Text en © Author(s) (or their employer(s)) 2019. Re-use permitted under CC BY-NC. No commercial re-use. See rights and permissions. Published by BMJ. This is an open access article distributed in accordance with the Creative Commons Attribution Non Commercial (CC BY-NC 4.0) license, which permits others to distribute, remix, adapt, build upon this work non-commercially, and license their derivative works on different terms, provided the original work is properly cited, appropriate credit is given, any changes made indicated, and the use is non-commercial. See: http://creativecommons.org/licenses/by-nc/4.0/. |
spellingShingle | Smoking and Tobacco Swedler, David I Miller, Ted R Ali, Bina Waeher, Geetha Bernstein, Steven L National medical expenditures by smoking status in American adults: an application of Manning’s two-stage model to nationally representative data |
title | National medical expenditures by smoking status in American adults: an application of Manning’s two-stage model to nationally representative data |
title_full | National medical expenditures by smoking status in American adults: an application of Manning’s two-stage model to nationally representative data |
title_fullStr | National medical expenditures by smoking status in American adults: an application of Manning’s two-stage model to nationally representative data |
title_full_unstemmed | National medical expenditures by smoking status in American adults: an application of Manning’s two-stage model to nationally representative data |
title_short | National medical expenditures by smoking status in American adults: an application of Manning’s two-stage model to nationally representative data |
title_sort | national medical expenditures by smoking status in american adults: an application of manning’s two-stage model to nationally representative data |
topic | Smoking and Tobacco |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6661572/ https://www.ncbi.nlm.nih.gov/pubmed/31315859 http://dx.doi.org/10.1136/bmjopen-2018-026592 |
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