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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...
Autores principales: | , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
SAGE Publications
2022
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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. |
format | Online Article Text |
id | pubmed-10538313 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | SAGE Publications |
record_format | MEDLINE/PubMed |
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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