实用肿瘤学杂志 ›› 2025, Vol. 39 ›› Issue (6): 478-485.doi: 10.11904/j.issn.1002-3070.2025.06.004

• 治疗质量专题 • 上一篇    下一篇

基于广义估计方程的非小细胞肺癌治疗质量影响因素分析

郭玲琪, 姚慧鑫, 武金亚, 刘美娜   

  1. 哈尔滨医科大学公共卫生学院卫生统计学教研室(哈尔滨 150081)
  • 收稿日期:2025-02-11 修回日期:2025-11-13 出版日期:2025-12-28 发布日期:2026-01-13
  • 通讯作者: 刘美娜,E-mail:liumeina369@163.com
  • 作者简介:郭玲琪,女,(2000—),硕士研究生,从事治疗质量评价的研究。
  • 基金资助:
    国家自然科学基金(编号:82173614)

Analysis of factors influencing the quality of non-small cell lung cancer treatment based on generalized estimating equations

GUO Lingqi, YAO Huixin, WU Jinya, LIU Meina   

  1. Department of Biostatistics,Public Health College of Harbin Medical University,Harbin 150081,China
  • Received:2025-02-11 Revised:2025-11-13 Online:2025-12-28 Published:2026-01-13

摘要: 目的 基于广义估计方程(generalized estimating equations,GEE)分析非小细胞肺癌患者治疗质量的影响因素,为改善非小细胞肺癌患者的治疗质量提供依据。方法 收集2010—2021年哈尔滨医科大学附属肿瘤医院非小细胞肺癌患者病历数据;根据本课题组前期构建的非小细胞肺癌治疗质量评价指标体系,选取16个非小细胞肺癌治疗质量评价指标,计算患者的综合得分,并以综合得分中位数为界分为高、低质量组;以患者的基线特征为自变量,治疗质量分组为因变量,利用GEE分析非小细胞肺癌患者治疗质量的影响因素。结果 研究共纳入非小细胞肺癌患者4 234例,患者综合得分中位数为0.428 5(0.333 3,0.571 4),高质量组(≥0.428 5)患者2 321例,低质量组(<0.428 5)患者1 913例;两组患者的住院时间及支付方式组间差异有统计学意义(P<0.05)。广义估计方程分析结果显示,患者年龄、身体质量指数(body mass index,BMI)、支付方式及肺癌分期对患者治疗质量综合得分的影响具有统计学意义(P<0.05);BMI较低的患者及60岁以上患者治疗质量较差,肺癌早期患者及全自费的患者治疗质量较好。治疗质量较差的患者心电图检查完成率、早期患者根治性切除率及规范化疗指标使用率较低。结论 非小细胞肺癌治疗过程应针对60岁以上患者、BMI较低的患者及肺癌晚期患者制定个体化治疗方案;提倡早期筛查及早期治疗以改善非小细胞肺癌患者的治疗质量。

关键词: 非小细胞肺癌, 广义估计方程, 治疗质量评价, 影响因素分析

Abstract: Objective The objective of this study was to analyze the influencing factors of treatment quality in patients with non-small cell lung cancer(NSCLC)based on generalized estimating equations(GEE),and to provide evidence for improving the treatment quality of NSCLC patients. Methods Medical record data of NSCLC patients from Harbin Medical University Cancer Hospital from 2010 to 2021 were collected.Based on the evaluation index system for NSCLC treatment quality previously constructed by our research team,16 evaluation indicators for NSCLC treatment quality were selected to calculate the comprehensive score of patients.Patients were divided into high-and low-quality groups based on the median comprehensive score.Baseline characteristics of patients were used as independent variables,and the treatment quality groups were used as dependent variables.The GEE method was used to analyze the influencing factors of treatment quality in NSCLC patients. Results A total of 4,234 NSCLC patients were included in the study.The median comprehensive score of patients was 0.428 5(0.333 3,0.571 4),with 2,321 patients in the high-quality group(≥0.428 5)and 1,913 patients in the low-quality group(<0.428 5).There were significant differences in hospitalization duration and payment method between the two groups(P<0.05).The results of the generalized estimating equation analysis showed that patient age,body mass index(BMI),payment method,and lung cancer stage had a statistically significant effects on the comprehensive score of treatment quality(P<0.05).Patients with lower BMI and those over 60 years old had poorer treatment quality,while patients in the early stages of lung cancer and those paying fully out of pocket had better treatment quality.Patients with poorer treatment quality had lower completion rates for electrocardiogram examination,radical resection rates in early-stage patients,and utilization rates of standardized chemotherapy indicators. Conclusion Individualized treatment plans should be developed for patients over 60 years old,those with low BMI,and patients with advanced lung cancer during the treatment process of NSCLC;Early screening and treatment are recommended to improve the treatment quality for NSCLC patients.

Key words: non-small cell lung cancer, generalized estimating equations, treatment quality assessment, influencing factor analysis

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