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减重手术后患者的患者门户参与度与体重减轻结果之间的关联:使用电子健康记录的纵向观察研究

Association Between Patient Portal Engagement and Weight Loss Outcomes in Patients After Bariatric Surgery: Longitudinal Observational Study Using Electronic Health Records.

作者信息

Zhang Xinmeng, Kang Kaidi, Yan Chao, Feng Yubo, Vandekar Simon, Yu Danxia, Rosenbloom S Trent, Samuels Jason, Srivastava Gitanjali, Williams Brandon, Albaugh Vance L, English Wayne J, Flynn Charles R, Chen You

机构信息

Department of Computer Science, Vanderbilt University, Nashville, TN, United States.

Department of Biostatistics, Vanderbilt University Medical Center, Nashville, TN, United States.

出版信息

J Med Internet Res. 2024 Dec 9;26:e56573. doi: 10.2196/56573.

Abstract

BACKGROUND

Bariatric surgery is an effective intervention for obesity, but comprehensive postoperative self-management is essential for optimal outcomes. While patient portals are generally seen as beneficial in engaging patients in health management, the link between their use and post-bariatric surgery weight loss remains unclear.

OBJECTIVE

This study aimed to investigate the association between patient portal engagement and postoperative BMI reduction among patients after bariatric surgery.

METHODS

This retrospective longitudinal study included patients who underwent Roux-en-Y gastric bypass or sleeve gastrectomy at Vanderbilt University Medical Center between January 2018 and March 2021. Patient portal engagement was measured during 4 stages: early (within 3 months after surgery), early midterm (3-6 months), late midterm (6-9 months), and late (9-12 months). Using generalized estimating equations, we estimated the associations between patients' portal engagements at these stages and the percentage of BMI reduction (%BMIR) at 3, 6, and 12 months after surgery. Covariates included duration since surgery, patient's age at the time of surgery, sex, race and ethnicity, type of bariatric surgery, severity of comorbid conditions, and socioeconomic disadvantage.

RESULTS

The study included 1415 patients, predominantly female (n=1145, 80.9%), with a racial composition of 76.9% (n=1088) White and 19.9% (n=282) Black. Overall, 805 (56.9%) patients underwent Roux-en-Y gastric bypass and 610 (43.1%) underwent sleeve gastrectomy. By 1 year after surgery, the median %BMIR was 31.5% (IQR 25.2%-36.8%), and the median number of active days on the patient portal was 54 (IQR 33-80). Early portal engagement was significantly associated with %BMIR at various postoperative times. Specifically, each additional 10 days of early portal engagement was associated with a 0.37% (95% CI -0.55% to -0.18%; P<.001) lower expected %BMIR at 3 months, a 1.11% (95% CI 0.82%-1.41%; P<.001) higher expected %BMIR at 6 months, and a 0.78% (95% CI 0.25%-1.31%; P=.004) higher expected %BMIR at 12 months. Furthermore, early midterm portal engagement was associated with a 0.36% (95% CI -0.69 to -0.03; P=.03) lower expected %BMIR at 6 months, but it was not significant at 12 months (P=.88). Late midterm and late portal engagement were not significantly associated with %BMIR at 12 months (P=.27 and P=.12, respectively). Furthermore, early engagement in various portal functions, such as messaging and accessing medical records, was significantly associated with a lower %BMIR at 3 months and a higher %BMIR at both 6 and 12 months (all P<.05).

CONCLUSIONS

Higher patient portal engagement within 3 months after surgery-suggestive of stronger adherence to postoperative instructions and improved communication with care teams-is associated with less favorable weight loss immediately after surgery but enhanced postoperative weight loss outcomes at 6 and 12 months. However, the limitations of retrospective data-driven studies highlight the need for future intervention-based studies to validate these associations and establish causality.

摘要

背景

减肥手术是治疗肥胖的有效干预措施,但术后全面的自我管理对于实现最佳效果至关重要。虽然患者门户网站通常被认为有助于患者参与健康管理,但其使用与减肥手术后体重减轻之间的联系仍不明确。

目的

本研究旨在调查减肥手术后患者门户网站参与度与术后体重指数(BMI)降低之间的关联。

方法

这项回顾性纵向研究纳入了2018年1月至2021年3月期间在范德比尔特大学医学中心接受Roux-en-Y胃旁路手术或袖状胃切除术的患者。在4个阶段测量患者门户网站参与度:早期(术后3个月内)、早期中期(3至6个月)、晚期中期(6至9个月)和晚期(9至12个月)。使用广义估计方程,我们估计了这些阶段患者的门户网站参与度与术后3、6和12个月时BMI降低百分比(%BMIR)之间的关联。协变量包括手术时间、手术时患者年龄、性别、种族和民族、减肥手术类型、合并症严重程度以及社会经济劣势。

结果

该研究纳入了1415名患者,以女性为主(n = 1145,80.9%),种族构成中76.9%(n = 1088)为白人,19.9%(n = 282)为黑人。总体而言,805名(56.9%)患者接受了Roux-en-Y胃旁路手术,610名(43.1%)患者接受了袖状胃切除术。术后1年时,%BMIR的中位数为31.5%(四分位间距25.2% - 36.8%),患者门户网站上的活跃天数中位数为54天(四分位间距33 - 80天)。早期门户网站参与度与术后不同时间的%BMIR显著相关。具体而言,早期门户网站每多参与10天,3个月时预期的%BMIR降低0.37%(95%置信区间 - 0.55%至 - 0.18%;P <.001),6个月时预期的%BMIR升高1.11%(95%置信区间0.82% - 1.41%;P <.001),12个月时预期的%BMIR升高0.78%(95%置信区间0.25% - 1.31%;P =.004)。此外,早期中期门户网站参与度与6个月时预期的%BMIR降低0.36%(95%置信区间 - 0.69至 - 0.03;P =.03)相关,但在12个月时不显著(P =.88)。晚期中期和晚期门户网站参与度在12个月时与%BMIR均无显著关联(分别为P =.27和P =.12)。此外,早期参与各种门户网站功能,如发送消息和访问医疗记录,与3个月时较低的%BMIR以及6个月和12个月时较高的%BMIR显著相关(所有P <.05)。

结论

术后3个月内较高的患者门户网站参与度——表明对术后指导的更强依从性以及与护理团队更好的沟通——与术后立即较差的体重减轻相关,但与6个月和12个月时更好的术后体重减轻结果相关。然而,回顾性数据驱动研究的局限性凸显了未来基于干预的研究的必要性,以验证这些关联并确定因果关系。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1853/11667139/e435c72eb45a/jmir_v26i1e56573_fig1.jpg

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