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精神分裂症或糖尿病患者的初级保健模式与死亡率:一项关于医疗保健利用情况回顾性研究的聚类分析方法

Patterns of primary care and mortality among patients with schizophrenia or diabetes: a cluster analysis approach to the retrospective study of healthcare utilization.

作者信息

Copeland Laurel A, Zeber John E, Wang Chen-Pin, Parchman Michael L, Lawrence Valerie A, Valenstein Marcia, Miller Alexander L

机构信息

VERDICT Research, South Texas Veterans Health Care System, San Antonio, TX, USA.

出版信息

BMC Health Serv Res. 2009 Jul 26;9:127. doi: 10.1186/1472-6963-9-127.

Abstract

BACKGROUND

Patients with schizophrenia have difficulty managing their medical healthcare needs, possibly resulting in delayed treatment and poor outcomes. We analyzed whether patients reduced primary care use over time, differentially by diagnosis with schizophrenia, diabetes, or both schizophrenia and diabetes. We also assessed whether such patterns of primary care use were a significant predictor of mortality over a 4-year period.

METHODS

The Veterans Healthcare Administration (VA) is the largest integrated healthcare system in the United States. Administrative extracts of the VA's all-electronic medical records were studied. Patients over age 50 and diagnosed with schizophrenia in 2002 were age-matched 1:4 to diabetes patients. All patients were followed through 2005. Cluster analysis explored trajectories of primary care use. Proportional hazards regression modelled the impact of these primary care utilization trajectories on survival, controlling for demographic and clinical covariates.

RESULTS

Patients comprised three diagnostic groups: diabetes only (n = 188,332), schizophrenia only (n = 40,109), and schizophrenia with diabetes (Scz-DM, n = 13,025). Cluster analysis revealed four distinct trajectories of primary care use: consistent over time, increasing over time, high and decreasing, low and decreasing. Patients with schizophrenia only were likely to have low-decreasing use (73% schizophrenia-only vs 54% Scz-DM vs 52% diabetes). Increasing use was least common among schizophrenia patients (4% vs 8% Scz-DM vs 7% diabetes) and was associated with improved survival. Low-decreasing primary care, compared to consistent use, was associated with shorter survival controlling for demographics and case-mix. The observational study was limited by reliance on administrative data.

CONCLUSION

Regular primary care and high levels of primary care were associated with better survival for patients with chronic illness, whether psychiatric or medical. For schizophrenia patients, with or without comorbid diabetes, primary care offers a survival benefit, suggesting that innovations in treatment retention targeting at-risk groups can offer significant promise of improving outcomes.

摘要

背景

精神分裂症患者在满足其医疗保健需求方面存在困难,这可能导致治疗延迟和不良后果。我们分析了患者是否随着时间的推移减少了初级保健的使用,以及这种减少在精神分裂症、糖尿病或同时患有精神分裂症和糖尿病的患者中是否存在差异。我们还评估了这种初级保健使用模式是否是4年期间死亡率的重要预测因素。

方法

退伍军人医疗管理局(VA)是美国最大的综合医疗系统。对VA的全电子病历行政摘要进行了研究。2002年年龄在50岁以上且被诊断为精神分裂症的患者与糖尿病患者按1:4进行年龄匹配。所有患者随访至2005年。聚类分析探索了初级保健使用轨迹。比例风险回归模型模拟了这些初级保健利用轨迹对生存的影响,并控制了人口统计学和临床协变量。

结果

患者分为三个诊断组:仅患有糖尿病(n = 188,332)、仅患有精神分裂症(n = 40,109)以及患有精神分裂症合并糖尿病(Scz-DM,n = 13,025)。聚类分析揭示了初级保健使用的四种不同轨迹:随时间保持一致、随时间增加、先高后低、先低后低。仅患有精神分裂症的患者使用量可能先低后低(仅患有精神分裂症的患者中有73%,Scz-DM患者中有54%,糖尿病患者中有52%)。使用量增加在精神分裂症患者中最不常见(4%,Scz-DM患者中有8%,糖尿病患者中有7%),且与生存率提高相关。与持续使用相比,初级保健使用量先低后低与控制人口统计学和病例组合后的较短生存期相关。该观察性研究受到依赖行政数据的限制。

结论

无论是精神疾病还是躯体疾病患者,定期的初级保健和高水平的初级保健与更好的生存率相关。对于患有或未患有合并糖尿病的精神分裂症患者,初级保健可带来生存益处,这表明针对高危人群的治疗保留创新措施有望显著改善治疗效果。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/dea1/2723108/f60de626fc85/1472-6963-9-127-1.jpg

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