Analysis of hospitalization costs in adult inguinal hernia: based on quantile regression model.

IF 2.6 2区 医学 Q1 SURGERY
Hernia Pub Date : 2024-10-01 Epub Date: 2024-08-23 DOI:10.1007/s10029-024-03138-1
Xiaoli Liu, Qiuyue Ma, Deyu Tong, Yingmo Shen
{"title":"Analysis of hospitalization costs in adult inguinal hernia: based on quantile regression model.","authors":"Xiaoli Liu, Qiuyue Ma, Deyu Tong, Yingmo Shen","doi":"10.1007/s10029-024-03138-1","DOIUrl":null,"url":null,"abstract":"<p><strong>Background: </strong>Inguinal hernia repair is a common surgical procedure with significant variability in hospitalization costs. Traditional cost analysis methods often overlook the distribution of costs across patient demographics and clinical factors. This study employs a quantile regression model to explore the determinants of hospitalization costs for adult inguinal hernia surgery, providing a detailed understanding of cost variations across different quantiles.</p><p><strong>Methods: </strong>We analyzed data from adult patients who underwent inguinal hernia surgery at Beijing Chaoyang Hospital from January 2015 to June 2023. The study included patient demographics, hernia-related information, surgery-related details, and cost-related data. A quantile regression model was used to assess the impact of various factors on hospitalization costs at different quantiles (10%, 20%, 30%, 40%, 50%, 60%, 70%, 80%, 90%). Data were processed using StataSE 15.0 software.</p><p><strong>Results: </strong>Our study included 16,602 patients, predominantly male (91.86%) and Han Chinese (96.48%), with the 51-64 years age group being the largest (26.80%). The quantile regression analysis revealed significant cost variations across different quantiles. Younger patients incurred higher costs, with age coefficients ranging from -40.541 at the 90th quantile to -3.082 at the 10th quantile. Uninsured patients faced higher costs, with coefficients from 214.747 at the 80th quantile to 501.78 at the 10th quantile. Longer hospital stays correlated with increased costs, with coefficients from 342.15 at the 80th quantile to 405.613 at the 90th quantile. Patients hospitalized multiple times (≥3) had lower costs, with coefficients from -767.353 at the 40th quantile to -311.575 at the 80th quantile. Comorbidities significantly raised costs, with coefficients for three or more comorbidities ranging from 806.122 at the 80th quantile to 1,456.02 at the 40th quantile. Laparoscopic surgery was more expensive than open surgery, with coefficients from 1,834.206 at the 80th quantile to 2,805.281 at the 10th quantile. Bilateral surgeries and the use of biological mesh also resulted in higher costs, with coefficients for bilateral surgeries ranging from 1,067.708 at the 10th quantile to 2,871.126 at the 90th quantile and for biological mesh from 3,221.216 at the 40th quantile to 6,117.598 at the 90th quantile.</p><p><strong>Conclusions: </strong>Hospitalization costs for inguinal hernia surgery are influenced by multiple factors, with significant variations across different patient groups. Strategies to control costs should be tailored to address the specific needs of patients, optimize surgical methods, and improve perioperative care. Future research should extend these findings across different healthcare settings and consider the latest advancements in medical technology and policy changes.</p>","PeriodicalId":13168,"journal":{"name":"Hernia","volume":null,"pages":null},"PeriodicalIF":2.6000,"publicationDate":"2024-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Hernia","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.1007/s10029-024-03138-1","RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"2024/8/23 0:00:00","PubModel":"Epub","JCR":"Q1","JCRName":"SURGERY","Score":null,"Total":0}
引用次数: 0

Abstract

Background: Inguinal hernia repair is a common surgical procedure with significant variability in hospitalization costs. Traditional cost analysis methods often overlook the distribution of costs across patient demographics and clinical factors. This study employs a quantile regression model to explore the determinants of hospitalization costs for adult inguinal hernia surgery, providing a detailed understanding of cost variations across different quantiles.

Methods: We analyzed data from adult patients who underwent inguinal hernia surgery at Beijing Chaoyang Hospital from January 2015 to June 2023. The study included patient demographics, hernia-related information, surgery-related details, and cost-related data. A quantile regression model was used to assess the impact of various factors on hospitalization costs at different quantiles (10%, 20%, 30%, 40%, 50%, 60%, 70%, 80%, 90%). Data were processed using StataSE 15.0 software.

Results: Our study included 16,602 patients, predominantly male (91.86%) and Han Chinese (96.48%), with the 51-64 years age group being the largest (26.80%). The quantile regression analysis revealed significant cost variations across different quantiles. Younger patients incurred higher costs, with age coefficients ranging from -40.541 at the 90th quantile to -3.082 at the 10th quantile. Uninsured patients faced higher costs, with coefficients from 214.747 at the 80th quantile to 501.78 at the 10th quantile. Longer hospital stays correlated with increased costs, with coefficients from 342.15 at the 80th quantile to 405.613 at the 90th quantile. Patients hospitalized multiple times (≥3) had lower costs, with coefficients from -767.353 at the 40th quantile to -311.575 at the 80th quantile. Comorbidities significantly raised costs, with coefficients for three or more comorbidities ranging from 806.122 at the 80th quantile to 1,456.02 at the 40th quantile. Laparoscopic surgery was more expensive than open surgery, with coefficients from 1,834.206 at the 80th quantile to 2,805.281 at the 10th quantile. Bilateral surgeries and the use of biological mesh also resulted in higher costs, with coefficients for bilateral surgeries ranging from 1,067.708 at the 10th quantile to 2,871.126 at the 90th quantile and for biological mesh from 3,221.216 at the 40th quantile to 6,117.598 at the 90th quantile.

Conclusions: Hospitalization costs for inguinal hernia surgery are influenced by multiple factors, with significant variations across different patient groups. Strategies to control costs should be tailored to address the specific needs of patients, optimize surgical methods, and improve perioperative care. Future research should extend these findings across different healthcare settings and consider the latest advancements in medical technology and policy changes.

Abstract Image

成人腹股沟疝气住院费用分析:基于量子回归模型。
背景:腹股沟疝修补术是一种常见的外科手术,其住院费用变化很大。传统的成本分析方法往往忽略了成本在患者人口统计学和临床因素中的分布。本研究采用量值回归模型探讨成人腹股沟疝手术住院费用的决定因素,详细了解不同量值的费用差异:我们分析了 2015 年 1 月至 2023 年 6 月期间在北京朝阳医院接受腹股沟疝手术的成人患者数据。研究内容包括患者人口统计学、疝气相关信息、手术相关细节以及费用相关数据。采用量子回归模型评估不同量级(10%、20%、30%、40%、50%、60%、70%、80%、90%)的各种因素对住院费用的影响。数据使用 StataSE 15.0 软件处理:研究共纳入 16602 名患者,其中男性占 91.86%,汉族占 96.48%,51-64 岁年龄段的患者最多(占 26.80%)。量值回归分析显示,不同量值的费用差异显著。年轻患者的费用更高,年龄系数从第 90 个量值的-40.541 到第 10 个量值的-3.082 不等。未参保患者的费用更高,系数从第 80 个四分位数的 214.747 到第 10 个四分位数的 501.78 不等。住院时间越长,费用越高,系数从第 80 个四分位数的 342.15 到第 90 个四分位数的 405.613。多次住院(≥3 次)的患者费用较低,系数从第 40 个四分位数的 -767.353 到第 80 个四分位数的 -311.575。合并症明显增加了成本,三个或三个以上合并症的系数从第80个量分值的806.122到第40个量分值的1,456.02不等。腹腔镜手术比开腹手术更昂贵,系数从第 80 分位数的 1,834.206 到第 10 分位数的 2,805.281 不等。双侧手术和使用生物网片的费用也较高,双侧手术的系数从第10个分位数的1,067.708到第90个分位数的2,871.126不等,生物网片的系数从第40个分位数的3,221.216到第90个分位数的6,117.598不等:腹股沟疝气手术的住院费用受多种因素影响,不同患者群体的费用差异很大。控制成本的策略应针对患者的具体需求、优化手术方法和改善围手术期护理。未来的研究应将这些发现推广到不同的医疗机构,并考虑医疗技术的最新进展和政策变化。
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
Hernia
Hernia SURGERY-
CiteScore
4.90
自引率
26.10%
发文量
171
审稿时长
4-8 weeks
期刊介绍: Hernia was founded in 1997 by Jean P. Chevrel with the purpose of promoting clinical studies and basic research as they apply to groin hernias and the abdominal wall . Since that time, a true revolution in the field of hernia studies has transformed the field from a ”simple” disease to one that is very specialized. While the majority of surgeries for primary inguinal and abdominal wall hernia are performed in hospitals worldwide, complex situations such as multi recurrences, complications, abdominal wall reconstructions and others are being studied and treated in specialist centers. As a result, major institutions and societies are creating specific parameters and criteria to better address the complexities of hernia surgery. Hernia is a journal written by surgeons who have made abdominal wall surgery their specific field of interest, but we will consider publishing content from any surgeon who wishes to improve the science of this field. The Journal aims to ensure that hernia surgery is safer and easier for surgeons as well as patients, and provides a forum to all surgeons in the exchange of new ideas, results, and important research that is the basis of professional activity.
×
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