目的: 在异地就医越来越便捷的背景下,分析保定市2023年异地(除京津冀地区外)就医住院患者就医地选择及医疗总费用影响因素,针对保定市异地就医基本情况和由此带来的医保基金监管挑战,提出相对应的意见和建议。方法: 本研究首先运用Excel对保定市2023年异地就医住院患者的结算数据进行整理分析,建立数据库。其次利用SPSS 23.0软件对数据进行描述性统计分析、无序多分类logistics回归分析和多元线性回归分析。结果: 保定市2023年异地就医参保人大多流向山东省(50.2%),总发生费用、基金支出总额平均值分别是17728.81元和10053.80元。无序多分类logistic回归分析显示:住院床日、医院等级、基金支付比例、年龄和人员类别是发生异地就医行为的显著影响因素(P<0.05)。多元线性回归结果显示:年龄、人员类别、住院床日、基金支出总额和基金支付比例是异地住院总费用的显著影响因素(P<0.05)。结论: 保定市作为异地就医人次较多的参保地,应当健全当地基本医疗资源体系,合理引导和改善异地就医行为,完善异地基金监管机制,维护基金安全运行。
Abstract
Objective: Under the background of increasingly convenient trans-provincial medical treatment, the paper analyzes the factors influencing the choice of trans-provincial (except Beijing City, Tianjin City and Hebei Province) medical treatment place and total medical cost in Baoding City in 2023, and puts forward suggestions according to the basic situation of trans-provincial medical treatment in Baoding City and the challenges of medical insurance fund supervision. Methods: Firstly, the paper used Excel to analyze the settlement data of Baoding City in 2023 for medical treatment in a different place and establish a database. Secondly, SPSS23.0 software was used to analyze the data by descriptive statistical analysis, unordered multicategorical logistics regression analysis and multiple linear regression. Results: Most of the insured people in Baoding City in 2023 who sought medical treatment in other places flowed to Shandong Province (50.2%), and the average values of total incurred costs and total fund expenditures were 17728.81 yuan and 10053.80 yuan, respectively. Unordered multicategorical logistics regression analysis showed that hospitalization bed days, hospital grade, fund payment ratio, age and personnel category were the significant influencing factors for the occurrence of off-site medical care behavior (P<0.05). The results of multiple linear regression showed that age, personnel category, hospitalization bed days, total fund expenditure and fund payment ratio were significant influencing factors of total costs of off-site hospitalization (P<0.05). Conclusion: Baoding City, as a place of insurance with a large number of medical treatment in other places, should improve the basic medical resources, reasonably guide and improve the behavior of medical treatment in other places, improve the supervision mechanism of the fund in other places, and maintain the safe operation of the fund.
关键词
异地就医 /
医保基金监管 /
logistic回归模型
Key words
trans-provincial medical treatment /
medical insurance fund supervision /
logistic regression model
{{custom_sec.title}}
{{custom_sec.title}}
{{custom_sec.content}}
参考文献
[1] 陈雨馨.异地就医行为选择的影响因素研究[D].成都:西南财经大学,2023.
[2] 曹凯.异地就医医保支出持续攀升[J].中国医院院长,2024,20(08):24-26.
[3] 王海鑫,康正,梁秀坤,等.黑龙江省跨省异地就医直接结算医保病人特征聚类分析研究[J].中国社会医学杂志,2023,40(06):729-733.
[4] 国家医疗保障局.2023年医疗保障事业发展统计快报[EB/OL].(2024-04-11)[2025-01-11].http://www.nhsa.gov.cn/art/2025/3/21/art_7_16054.html.
[5] 河北省医疗保障局.关于取消我省参保群众到京津跨省异地就医备案手续有关事宜的通知[EB/OL].(2023-02-07)[2025-01-11].http://ylbzj.hebei.gov.cn/content/2476.
[6] 祖璇.PowerBI和Python在描述统计分析案例教学中的应用[J].电脑知识与技术,2024,20(21):71-73+76.
[7] 李亚男,仇丽霞,李合欣,等.无序多分类logistic回归的SPSS软件实现及参数释义[J].山西医科大学学报,2021,52(09):1242-1246.
[8] 赵琳,刘春妍.基于SPSS统计分析黑龙江省农业总产值的影响因素[J].经济师, 2023(08):111-112+114.
[9] 何文,张蓉.医疗保险异地就医直接结算政策对跨省流动人口参保行为的影响:基于居留意愿的调节效应[J].保险研究,2023(12):82-96.
[10] 刘亭亭.山东省J县医疗保险基金监管问题研究[D].济南:山东财经大学,2022.
[11] 张晓香,覃婵,杨希,等.异地就医直接结算背景下就医选择及住院医疗费用影响因素研究——基于A市的实证分析[J].医学与社会,2021,34(06):54-58.
[12] 夏冰.异地就医及其对基本医疗保险管理带来的挑战和应对策略[D].成都:西南财经大学,2022.
[13] 王煜昊,王丽娜,梁丽蕙,等.跨省异地就医的医保基金监管路径研究[J].卫生经济研究,2023,40(04):61-65+69.
[14] 高晶.跨省异地就医结算中的问题及建议[J].审计与理财,2024(07):42-43.
[15] 吴亭瑶,柏雪.整体性治理视域下异地就医结算管理路径优化研究[J].卫生经济研究,2024,41(08):61-64.
[16] 申曙光.多维度把握安全医保与智慧医保的目标要求与实现路径[J].中国医疗保险,2022(01):4-5.
[17] 黄宝双,包学雄.“放管服”背景下广西异地就医监管的困境与对策[J].社会福利(理论版),2022(06):36-42.
[18] 陈虹伊.加强异地医保基金监管对财政支出的影响分析[J].环渤海经济瞭望,2024(06):107-110.
[19] 吕大伟,李力,尹婷,等.长三角门诊费用跨省直接结算政策实施效果初探——以上海数据为例[J].中国医疗保险,2021(07):43-50.
[20] 何靖冉,康正,陈方厅,等.异地就医下医保基金监管困境及应对策略的质性研究[J].中国医院管理,2024,44(04):23-28.
[21] 王凤霞.基于GM(1,1)模型的保定市居民医保基金收支预测研究[J].中国农村卫生事业管理,2024,44(10):736-741.
[22] 任平平,陈勇,赵允伍,等.异地就医对DRG/DIP支付方式的影响及对策分析[J].南京医科大学学报(社会科学版),2025,25(01):16-20.
基金
2024年河北省医疗保障研究课题“基于保定市异地就医现状的医保基金监管问题研究”(JYB240206)