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Household Income as a Predictor for Surgical Outcomes and Opioid Use After Spine Surgery in the United States

STUDY DESIGN: Cross-Sectional Study OBJECTIVES: Socioeconomic status (SES) is a fundamental root of health disparities, however, its effect on surgical outcomes is often difficult to capture in clinical research, especially in spine surgery. Here, we present a large single-center study assessing whe...

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Autores principales: Barrie, Umaru, Montgomery, Eric Y., Ogwumike, Erica, Pernik, Mark N., Luu, Ivan Y., Adeyemo, Emmanuel A., Christian, Zachary K., Edukugho, Derrek, Johnson, Zachary D., Hoes, Kathryn, El Tecle, Najib, Hall, Kristen, Aoun, Salah G., Bagley, Carlos A.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: SAGE Publications 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10538313/
https://www.ncbi.nlm.nih.gov/pubmed/35007170
http://dx.doi.org/10.1177/21925682211070823
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author Barrie, Umaru
Montgomery, Eric Y.
Ogwumike, Erica
Pernik, Mark N.
Luu, Ivan Y.
Adeyemo, Emmanuel A.
Christian, Zachary K.
Edukugho, Derrek
Johnson, Zachary D.
Hoes, Kathryn
El Tecle, Najib
Hall, Kristen
Aoun, Salah G.
Bagley, Carlos A.
author_facet Barrie, Umaru
Montgomery, Eric Y.
Ogwumike, Erica
Pernik, Mark N.
Luu, Ivan Y.
Adeyemo, Emmanuel A.
Christian, Zachary K.
Edukugho, Derrek
Johnson, Zachary D.
Hoes, Kathryn
El Tecle, Najib
Hall, Kristen
Aoun, Salah G.
Bagley, Carlos A.
author_sort Barrie, Umaru
collection PubMed
description STUDY DESIGN: Cross-Sectional Study OBJECTIVES: Socioeconomic status (SES) is a fundamental root of health disparities, however, its effect on surgical outcomes is often difficult to capture in clinical research, especially in spine surgery. Here, we present a large single-center study assessing whether SES is associated with cause-specific surgical outcomes. METHODS: Patients undergoing spine surgery between 2015 and 2019 were assigned income in accordance with the national distribution and divided into quartiles based on the ZIP code-level median household income. We performed univariate, chi-square, and Analysis of Variance (ANOVA) analysis assessing the independent association of SES, quantified by household income, to operative outcomes, and multiple metrics of opioid consumption. RESULTS: 1199 patients were enrolled, and 1138 patients were included in the analysis. Low household income was associated with the greatest rates of 3-month opioid script renewal (OR:1.65, 95% CI:1.14-2.40). In addition, low-income was associated with higher rates of perioperative opioid consumption compared to higher income including increased mean total morphine milligram equivalent (MME) 252.25 (SD 901.32) vs 131.57 (SD 197.46) (P < .046), and inpatient IV patient-controlled analgesia (PCA) MME 121.11 (SD 142.14) vs 87.60 (SD 86.33) (P < .023). In addition, household income was independently associated with length of stay (LOS), and emergency room (ER) revisits with low-income patients demonstrating significantly longer postop LOS and increasing postoperative ER visits. CONCLUSIONS: Considering the comparable surgical management provided by the single institution, the associated differences in postoperative outcomes as defined by increased morbidities and opioid consumption can potentially be attributed to health disparities caused by SES.
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spelling pubmed-105383132023-09-29 Household Income as a Predictor for Surgical Outcomes and Opioid Use After Spine Surgery in the United States Barrie, Umaru Montgomery, Eric Y. Ogwumike, Erica Pernik, Mark N. Luu, Ivan Y. Adeyemo, Emmanuel A. Christian, Zachary K. Edukugho, Derrek Johnson, Zachary D. Hoes, Kathryn El Tecle, Najib Hall, Kristen Aoun, Salah G. Bagley, Carlos A. Global Spine J Original Articles STUDY DESIGN: Cross-Sectional Study OBJECTIVES: Socioeconomic status (SES) is a fundamental root of health disparities, however, its effect on surgical outcomes is often difficult to capture in clinical research, especially in spine surgery. Here, we present a large single-center study assessing whether SES is associated with cause-specific surgical outcomes. METHODS: Patients undergoing spine surgery between 2015 and 2019 were assigned income in accordance with the national distribution and divided into quartiles based on the ZIP code-level median household income. We performed univariate, chi-square, and Analysis of Variance (ANOVA) analysis assessing the independent association of SES, quantified by household income, to operative outcomes, and multiple metrics of opioid consumption. RESULTS: 1199 patients were enrolled, and 1138 patients were included in the analysis. Low household income was associated with the greatest rates of 3-month opioid script renewal (OR:1.65, 95% CI:1.14-2.40). In addition, low-income was associated with higher rates of perioperative opioid consumption compared to higher income including increased mean total morphine milligram equivalent (MME) 252.25 (SD 901.32) vs 131.57 (SD 197.46) (P < .046), and inpatient IV patient-controlled analgesia (PCA) MME 121.11 (SD 142.14) vs 87.60 (SD 86.33) (P < .023). In addition, household income was independently associated with length of stay (LOS), and emergency room (ER) revisits with low-income patients demonstrating significantly longer postop LOS and increasing postoperative ER visits. CONCLUSIONS: Considering the comparable surgical management provided by the single institution, the associated differences in postoperative outcomes as defined by increased morbidities and opioid consumption can potentially be attributed to health disparities caused by SES. SAGE Publications 2022-01-10 2023-10 /pmc/articles/PMC10538313/ /pubmed/35007170 http://dx.doi.org/10.1177/21925682211070823 Text en © The Author(s) 2022 https://creativecommons.org/licenses/by-nc-nd/4.0/This article is distributed under the terms of the Creative Commons Attribution-NonCommercial-NoDerivs 4.0 License (https://creativecommons.org/licenses/by-nc-nd/4.0/) which permits non-commercial use, reproduction and distribution of the work as published without adaptation or alteration, without further permission provided the original work is attributed as specified on the SAGE and Open Access pages (https://us.sagepub.com/en-us/nam/open-access-at-sage).
spellingShingle Original Articles
Barrie, Umaru
Montgomery, Eric Y.
Ogwumike, Erica
Pernik, Mark N.
Luu, Ivan Y.
Adeyemo, Emmanuel A.
Christian, Zachary K.
Edukugho, Derrek
Johnson, Zachary D.
Hoes, Kathryn
El Tecle, Najib
Hall, Kristen
Aoun, Salah G.
Bagley, Carlos A.
Household Income as a Predictor for Surgical Outcomes and Opioid Use After Spine Surgery in the United States
title Household Income as a Predictor for Surgical Outcomes and Opioid Use After Spine Surgery in the United States
title_full Household Income as a Predictor for Surgical Outcomes and Opioid Use After Spine Surgery in the United States
title_fullStr Household Income as a Predictor for Surgical Outcomes and Opioid Use After Spine Surgery in the United States
title_full_unstemmed Household Income as a Predictor for Surgical Outcomes and Opioid Use After Spine Surgery in the United States
title_short Household Income as a Predictor for Surgical Outcomes and Opioid Use After Spine Surgery in the United States
title_sort household income as a predictor for surgical outcomes and opioid use after spine surgery in the united states
topic Original Articles
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10538313/
https://www.ncbi.nlm.nih.gov/pubmed/35007170
http://dx.doi.org/10.1177/21925682211070823
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