The Social Deprivation Index and lumbar spine surgery outcomes.

IF 2.9 2区 医学 Q2 CLINICAL NEUROLOGY
Claudia Hejazi-Garcia, Susanna D Howard, Addison Quinones, Neil R Malhotra, Jang W Yoon, Ali K Ozturk, James M Schuster, Dmitriy Petrov, Jesse Y Hsu, Zarina S Ali
{"title":"The Social Deprivation Index and lumbar spine surgery outcomes.","authors":"Claudia Hejazi-Garcia, Susanna D Howard, Addison Quinones, Neil R Malhotra, Jang W Yoon, Ali K Ozturk, James M Schuster, Dmitriy Petrov, Jesse Y Hsu, Zarina S Ali","doi":"10.3171/2024.11.SPINE241048","DOIUrl":null,"url":null,"abstract":"<p><strong>Objective: </strong>The Social Deprivation Index (SDI) measures area-level social disadvantage. SDI values range from 0 (no distress/prosperous) to 100 (highest distress). This study investigated the association between SDI and lumbar spine surgery outcomes.</p><p><strong>Methods: </strong>A retrospective cross-sectional study was performed using electronic health record data from a multihospital academic health system from 2017 to 2024. Eligible patients included adults who underwent lumbar fusion or decompression alone. The primary exposure of interest was the binary SDI (low distress [SDI < 50] vs high distress [SDI ≥ 50 and ≤ 100]). SDI was associated with the patient's zip code of residence. The associations between SDI category and pain reduction, physical function improvement, length of stay, and 30-day readmission were examined. Both unadjusted and adjusted regression models were created. Adjusted models included the following covariates: age, comorbidities, race, insurance, and surgery type. Multiple imputation by chained equations was used to impute missing values.</p><p><strong>Results: </strong>The total sample included 7598 patients with 5139 in the low-SDI group and 2459 in the high-SDI group. SDI category was not significantly associated with the likelihood of pain reduction or physical function improvement after surgery. In the adjusted model, residence in a high-SDI area was significantly associated with extended length of stay (OR 1.21, 95% CI 1.07-1.36, p = 0.002). In the unadjusted model, patients from high-SDI areas were significantly more likely to experience 30-day readmission (OR 1.35, 95% CI 1.07-1.71, p = 0.01). In the adjusted model, this association was no longer statistically significant (OR 1.00, 95% CI 0.74-1.36, p ≥ 0.99).</p><p><strong>Conclusions: </strong>Patients from high-SDI areas had similar pain and physical function outcomes compared to patients from low-SDI areas after lumbar spine surgery. High SDI was significantly associated with length of stay. This study highlights the need for interventions that address the unique needs of patients from low-resource settings to improve lumbar spine surgery outcomes.</p>","PeriodicalId":16562,"journal":{"name":"Journal of neurosurgery. Spine","volume":" ","pages":"1-10"},"PeriodicalIF":2.9000,"publicationDate":"2025-03-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of neurosurgery. Spine","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.3171/2024.11.SPINE241048","RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"CLINICAL NEUROLOGY","Score":null,"Total":0}
引用次数: 0

Abstract

Objective: The Social Deprivation Index (SDI) measures area-level social disadvantage. SDI values range from 0 (no distress/prosperous) to 100 (highest distress). This study investigated the association between SDI and lumbar spine surgery outcomes.

Methods: A retrospective cross-sectional study was performed using electronic health record data from a multihospital academic health system from 2017 to 2024. Eligible patients included adults who underwent lumbar fusion or decompression alone. The primary exposure of interest was the binary SDI (low distress [SDI < 50] vs high distress [SDI ≥ 50 and ≤ 100]). SDI was associated with the patient's zip code of residence. The associations between SDI category and pain reduction, physical function improvement, length of stay, and 30-day readmission were examined. Both unadjusted and adjusted regression models were created. Adjusted models included the following covariates: age, comorbidities, race, insurance, and surgery type. Multiple imputation by chained equations was used to impute missing values.

Results: The total sample included 7598 patients with 5139 in the low-SDI group and 2459 in the high-SDI group. SDI category was not significantly associated with the likelihood of pain reduction or physical function improvement after surgery. In the adjusted model, residence in a high-SDI area was significantly associated with extended length of stay (OR 1.21, 95% CI 1.07-1.36, p = 0.002). In the unadjusted model, patients from high-SDI areas were significantly more likely to experience 30-day readmission (OR 1.35, 95% CI 1.07-1.71, p = 0.01). In the adjusted model, this association was no longer statistically significant (OR 1.00, 95% CI 0.74-1.36, p ≥ 0.99).

Conclusions: Patients from high-SDI areas had similar pain and physical function outcomes compared to patients from low-SDI areas after lumbar spine surgery. High SDI was significantly associated with length of stay. This study highlights the need for interventions that address the unique needs of patients from low-resource settings to improve lumbar spine surgery outcomes.

社会剥夺指数与腰椎手术结果。
目的:社会剥夺指数(Social Deprivation Index, SDI)是衡量地区社会劣势的指标。SDI值的范围从0(无困境/繁荣)到100(最高困境)。本研究调查了SDI与腰椎手术结果之间的关系。方法:对2017年至2024年多医院学术卫生系统的电子病历数据进行回顾性横断面研究。符合条件的患者包括单独行腰椎融合术或减压术的成年人。主要关注的暴露是二元SDI(低痛苦[SDI < 50] vs高痛苦[SDI≥50和≤100])。SDI与患者居住的邮政编码有关。研究了SDI类别与疼痛减轻、身体功能改善、住院时间和30天再入院之间的关系。建立了未调整和调整后的回归模型。调整后的模型包括以下协变量:年龄、合并症、种族、保险和手术类型。采用链式方程的多重插值方法对缺失值进行了插值。结果:共纳入7598例患者,其中低sdi组5139例,高sdi组2459例。SDI类别与术后疼痛减轻或身体功能改善的可能性无显著相关。在调整后的模型中,居住在高sdi地区与延长住院时间显著相关(OR 1.21, 95% CI 1.07-1.36, p = 0.002)。在未调整的模型中,来自高sdi地区的患者更有可能经历30天的再入院(OR 1.35, 95% CI 1.07-1.71, p = 0.01)。在调整后的模型中,这种关联不再具有统计学意义(OR 1.00, 95% CI 0.74-1.36, p≥0.99)。结论:腰椎手术后,与低sdi区患者相比,高sdi区的患者有相似的疼痛和身体功能结果。高SDI与住院时间显著相关。本研究强调需要采取干预措施,解决来自低资源环境的患者的独特需求,以改善腰椎手术结果。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
来源期刊
Journal of neurosurgery. Spine
Journal of neurosurgery. Spine 医学-临床神经学
CiteScore
5.10
自引率
10.70%
发文量
396
审稿时长
6 months
期刊介绍: Primarily publish original works in neurosurgery but also include studies in clinical neurophysiology, organic neurology, ophthalmology, radiology, pathology, and molecular biology.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信