HealthCore, Wilmington, Delaware.
Anthem, Indianapolis, Indiana, and Department of Psychiatry, Washington University School of Medicine, St. Louis, Missouri.
J Manag Care Spec Pharm. 2019 Oct;25(10):1102-1110. doi: 10.18553/jmcp.2019.25.10.1102.
The management of schizophrenia, a chronic, multifaceted mental health condition, is associated with considerable health care resource utilization (HCRU) and costs. Current evidence indicates that a high-risk and costly prodromal period, during which patients are likely symptomatic, precedes diagnosis. Better characterization and disease management during this stage could help to improve patient outcomes.
To describe and compare HCRU and costs for up to 5 years before diagnosis in a cohort with schizophrenia versus a demographically matched cohort without schizophrenia in a commercially insured U.S.
This retrospective study identified newly diagnosed schizophrenia patients using enrollee claims in the HealthCore Integrated Research Database between January 1, 2007, and April 30, 2016. The index date was defined as the date of the first medical claim with a schizophrenia diagnosis code. Schizophrenia patients were directly matched (1:4) by age, sex, and region to comparators without schizophrenia who were assigned the same index dates as their matched schizophrenia counterparts. Observation periods were 0-12, 13-24, 25-36, 37-48, and 49-60 months before the index date. Outcomes included HCRU and costs for inpatient admissions, emergency room visits, outpatient care (office visits and other outpatient services), and medications. Means, standard deviations, medians, and 95% confidence intervals were calculated for continuous variables; relative frequencies and percentages were calculated for categorical variables. Cohorts were compared with t-tests for continuous variables and chi-square tests for categorical variables. Differences across cohorts were estimated with individual generalized linear models for each observation period, controlling for gender, age, geographic region of residence, health plan type and subscriber status, behavioral pre-index comorbidities and chronic comorbidities during the period before diagnosis.
6,732 schizophrenia patients were matched to 26,928 patients without schizophrenia. All-cause inpatient admissions were more prevalent among schizophrenia patients than their comparators for all time periods (49-60 months prediagnosis: 9% vs. 4%; 0-12 months prediagnosis: 33% vs. 4%). The schizophrenia cohort had higher adjusted all-cause per-patient per-month health care costs relative to comparators from the earliest period of 49-60 months prediagnosis ($557 [95% CI = 474-639] vs. $321 [95% CI = 288-355]) through 0-12 months prediagnosis ($1,058 [95% CI = 998-1,115] vs. $338 [95% CI = 320-355]). Behavioral health-related costs were different in each time period as were cost ratios (schizophrenia costs: comparator costs), which increased from 5.4 in the earliest period to 14.8 in the year before diagnosis.
Schizophrenia patients had higher all-cause and behavioral health-related HCRU and costs before diagnosis than matched controls. Costs increased from 5 years to 1 year prediagnosis for schizophrenia patients driven primarily by inpatient hospital stays and prescription drug costs, but remained stable for comparators. Additional research is needed for the development of predictive models to aid in the identification of high-risk patients.
This study was sponsored by Boehringer Ingelheim Pharmaceuticals. Barron is an employee of HealthCore, which received funding from Boehringer Ingelheim to conduct this study. Wallace and York were employed by HealthCore at time of this study. Isenberg is an employee of Anthem. Franchino-Elder, Sidovar, and Sand are employees of Boehringer Ingelheim.
精神分裂症是一种慢性、多方面的精神健康状况,其管理与大量的医疗保健资源利用(HCRU)和成本相关。目前的证据表明,在诊断之前,存在一个高风险和高成本的前驱期,在此期间患者可能出现症状。在这一阶段更好地进行特征描述和疾病管理,可能有助于改善患者的预后。
描述和比较在美国商业保险中,精神分裂症患者在诊断前长达 5 年内的 HCRU 和成本,与没有精神分裂症的人口统计学匹配队列进行比较。
本回顾性研究使用 HealthCore 综合研究数据库中的参保人理赔记录,于 2007 年 1 月 1 日至 2016 年 4 月 30 日期间,确定新诊断的精神分裂症患者。索引日期定义为首次出现精神分裂症诊断代码的医疗索赔日期。精神分裂症患者通过年龄、性别和地区与没有精神分裂症的对照组进行直接匹配(1:4),对照组的索引日期与他们匹配的精神分裂症患者相同。观察期为诊断前 0-12、13-24、25-36、37-48 和 49-60 个月。结果包括住院、急诊、门诊护理(门诊就诊和其他门诊服务)和药物治疗的 HCRU 和成本。对于连续变量,计算均值、标准差、中位数和 95%置信区间;对于分类变量,计算相对频率和百分比。使用 t 检验比较连续变量,使用卡方检验比较分类变量。使用个体广义线性模型,在每个观察期内,控制性别、年龄、居住地理区域、健康计划类型和参保状态、行为性预诊断共病和诊断前期间的慢性共病,估计两个队列之间的差异。
6732 名精神分裂症患者与 26928 名没有精神分裂症的患者相匹配。在所有时间段内,精神分裂症患者的全因住院率均高于对照组(诊断前 49-60 个月:9% vs. 4%;诊断前 0-12 个月:33% vs. 4%)。与对照组相比,精神分裂症队列在最早的 49-60 个月(557 美元[95%置信区间=474-639])和 0-12 个月(1058 美元[95%置信区间=998-1115])期间,全因患者每月医疗保健费用的调整后比值更高。行为健康相关成本在每个时期都不同,成本比(精神分裂症成本:对照组成本)也不同,从最早的时期的 5.4 增加到诊断前一年的 14.8。
与匹配的对照组相比,精神分裂症患者在诊断前有更高的全因和行为健康相关的 HCRU 和成本。由于住院和处方药费用的增加,精神分裂症患者的成本从 5 年前增加到 1 年前,而对照组的成本则保持稳定。需要进一步研究开发预测模型,以帮助识别高风险患者。
本研究由勃林格殷格翰制药公司赞助。巴伦是 HealthCore 的员工,该公司从勃林格殷格翰获得资金来进行这项研究。华莱士和约克在进行这项研究时受雇于 HealthCore。伊森伯格是 Anthem 的员工。弗朗西诺-埃尔德、西多瓦尔和桑德是勃林格殷格翰的员工。