Sabrena F Noria, Keeley J Pratt, Mahmoud Abdel-Rasoul, Kayla Diaz, Bayan Shalash, Daniel Abul-Khoudoud, Bradley Needleman, Maximiliano Magallanes
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Additionally, using institutional MBSAQIP and EMR data, patient-specific differences in comorbidities were evaluated for COM versus IP/DO. Univariate analysis using Kruskal-Wallis, chi-squared/Fisher's exact tests were used for continuous and/or categorical variables. For patient-level analysis multinomial logistic regression was used to determine predictors of not achieving surgery. Hypothesis testing was conducted at an overall 5 percent type-I error rate (alpha = 0.05) and Bonferroni's method was used to adjust for multiple comparisons.</p><p><strong>Results: </strong>Compared to COM, IP-patients resided in zip-codes characterized by fewer married people (43% vs 46%; p = 0.019), lower education levels (49% vs 43%; p = 0.048), more households where rent was > 50% of household income (10% vs 8%, p = 0.002), and households below the poverty line (17.6% vs 14.5%, p = 0.017). At the patient-level, IP were more likely to be male (27.9% vs 14.9%; p = 0.014), publicly insured (44.9% vs 28.4%; p = 0.004), Black (35.5% vs 22.2%; p = 0.006), an active smoker (8.9% vs 2.2%; p = 0.018), have a higher BMI (49.6 vs 47.6; p = 0.01), and coronary intervention (5.8% vs 1.7%, p = 0.034). Comparison of COM vs DO was similar for both phases. Multinomial multivariable logistic regression demonstrated higher BMI (OR = 1.03,[CI]:1.01-1.05, p = 0.001), males (OR = 1.9,[CI]:1.09-3.32, p = 0.024), smoking (OR = 4.58,[CI]:1.74-12.02, p = 0.002), and Medicaid (OR = 2.16,[CI]:1.33-3.49, p = 0.002) independently predicted not achieving surgery.</p><p><strong>Conclusion: </strong>Patient-level data demonstrated social not clinical factors predicted surgery completion. Given zip-codes characterizing the IP/DO groups had a greater prevalence of social risk, more attention needs to be directed patient-level social risks.</p>","PeriodicalId":22174,"journal":{"name":"Surgical Endoscopy And Other Interventional Techniques","volume":null,"pages":null},"PeriodicalIF":2.4000,"publicationDate":"2024-11-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"The impact of social determinants of health (SDOH) on completing bariatric surgery at a single academic institution.\",\"authors\":\"Sabrena F Noria, Keeley J Pratt, Mahmoud Abdel-Rasoul, Kayla Diaz, Bayan Shalash, Daniel Abul-Khoudoud, Bradley Needleman, Maximiliano Magallanes\",\"doi\":\"10.1007/s00464-024-11364-y\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><strong>Background: </strong>Underutilization of bariatric surgery is multifactorial. 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引用次数: 0
摘要
背景:减肥手术使用不足是多因素造成的。本研究旨在了解 SDOH 与未完成手术之间的关系。方法:将 2021 年 1 月至 12 月期间 1081 份初级 MBS 申请分层为完成手术(COM;n = 415)、进行中 > 1 年(IP;n = 107)、退出(DO;n = 379)和从未开始(NS;n = 180)。利用美国社区调查结果(2015-2020 年)和患者邮政编码,研究了 COM 与其他组别之间在 SDOH 4 个领域(人口/社会/住房/经济)的人群差异。此外,还利用机构 MBSAQIP 和 EMR 数据,评估了 COM 与 IP/DO 患者在特定合并症方面的差异。对于连续变量和/或分类变量,采用 Kruskal-Wallis 单变量分析、卡方检验/费舍尔精确检验。对于患者层面的分析,则采用多项式逻辑回归来确定无法完成手术的预测因素。假设检验以总体5%的I型错误率(α=0.05)进行,并使用Bonferroni方法对多重比较进行调整:与COM相比,IP患者所居住的邮政编码的特点是:已婚人数较少(43% vs 46%;p = 0.019),教育水平较低(49% vs 43%;p = 0.048),房租超过家庭收入50%的家庭较多(10% vs 8%,p = 0.002),贫困线以下的家庭较多(17.6% vs 14.5%,p = 0.017)。在患者层面,IP 更有可能是男性(27.9% vs 14.9%;p = 0.014)、有公共保险(44.9% vs 28.4%;p = 0.004)、黑人(35.5% vs 22.2%;p = 0.006)、活跃吸烟者(8.9% vs 2.2%;p = 0.018)、体重指数较高(49.6 vs 47.6;p = 0.01)和冠状动脉介入者(5.8% vs 1.7%,p = 0.034)。两个阶段中,COM 与 DO 的比较结果相似。多项式多变量逻辑回归显示,BMI(OR = 1.03,[CI]:1.01-1.05,p = 0.001)、男性(OR = 1.9,[CI]:1.09-3.32,p = 0.024)、吸烟(OR = 4.58,[CI]:1.74-12.02,p = 0.002)和医疗补助(OR = 2.16,[CI]:1.33-3.49,p = 0.002)独立预测了不接受手术的风险:结论:患者层面的数据表明,社会因素而非临床因素可预测手术完成情况。鉴于IP/DO群体的邮政编码具有更大的社会风险,因此需要更多关注患者层面的社会风险。
The impact of social determinants of health (SDOH) on completing bariatric surgery at a single academic institution.
Background: Underutilization of bariatric surgery is multifactorial. This study aimed to understand the association of SDOH on not achieving surgery.
Methods: 1081 applications for primary MBS from January-December 2021 were stratified into those that completed surgery (COM; n = 415), in progress > 1-year (IP; n = 107), dropped out (DO; n = 379), and never started (NS; n = 180). Using the American-Community-Survey results (2015-2020) and patient zip-codes, population differences in 4-domains of SDOH (demographic/social/housing/economic) were examined between COM versus the other groups. Additionally, using institutional MBSAQIP and EMR data, patient-specific differences in comorbidities were evaluated for COM versus IP/DO. Univariate analysis using Kruskal-Wallis, chi-squared/Fisher's exact tests were used for continuous and/or categorical variables. For patient-level analysis multinomial logistic regression was used to determine predictors of not achieving surgery. Hypothesis testing was conducted at an overall 5 percent type-I error rate (alpha = 0.05) and Bonferroni's method was used to adjust for multiple comparisons.
Results: Compared to COM, IP-patients resided in zip-codes characterized by fewer married people (43% vs 46%; p = 0.019), lower education levels (49% vs 43%; p = 0.048), more households where rent was > 50% of household income (10% vs 8%, p = 0.002), and households below the poverty line (17.6% vs 14.5%, p = 0.017). At the patient-level, IP were more likely to be male (27.9% vs 14.9%; p = 0.014), publicly insured (44.9% vs 28.4%; p = 0.004), Black (35.5% vs 22.2%; p = 0.006), an active smoker (8.9% vs 2.2%; p = 0.018), have a higher BMI (49.6 vs 47.6; p = 0.01), and coronary intervention (5.8% vs 1.7%, p = 0.034). Comparison of COM vs DO was similar for both phases. Multinomial multivariable logistic regression demonstrated higher BMI (OR = 1.03,[CI]:1.01-1.05, p = 0.001), males (OR = 1.9,[CI]:1.09-3.32, p = 0.024), smoking (OR = 4.58,[CI]:1.74-12.02, p = 0.002), and Medicaid (OR = 2.16,[CI]:1.33-3.49, p = 0.002) independently predicted not achieving surgery.
Conclusion: Patient-level data demonstrated social not clinical factors predicted surgery completion. Given zip-codes characterizing the IP/DO groups had a greater prevalence of social risk, more attention needs to be directed patient-level social risks.
期刊介绍:
Uniquely positioned at the interface between various medical and surgical disciplines, Surgical Endoscopy serves as a focal point for the international surgical community to exchange information on practice, theory, and research.
Topics covered in the journal include:
-Surgical aspects of:
Interventional endoscopy,
Ultrasound,
Other techniques in the fields of gastroenterology, obstetrics, gynecology, and urology,
-Gastroenterologic surgery
-Thoracic surgery
-Traumatic surgery
-Orthopedic surgery
-Pediatric surgery