Using electronic health records to streamline provider recruitment for implementation science studies

被引:2
|
作者
Okorie, Chiamaka [1 ]
Gatsby, Elise E. [2 ,3 ]
Schroeck, Florian [1 ,4 ,5 ,6 ,7 ]
Ould Ismail, A. Aziz [4 ]
Lynch, Kristine [2 ,3 ]
机构
[1] Dartmouth Coll, Geisel Sch Med, Lebanon, NH USA
[2] VA Salt Lake City Hlth Care Syst, Salt Lake City, UT 84148 USA
[3] Univ Utah, Salt Lake City, UT 84112 USA
[4] White River Junct VA Med Ctr, White River Jct, VT USA
[5] Dartmouth Hitchcock Med Ctr, Sect Urol, Lebanon, NH USA
[6] Dartmouth Inst Hlth Policy & Clin Practice, Lebanon, NH USA
[7] Dartmouth Hitchcock Med Ctr, Norris Cotton Canc Ctr, Lebanon, NH USA
来源
PLOS ONE | 2022年 / 17卷 / 05期
关键词
CLINICAL-RESEARCH; MEDICAL-RECORDS; CODING ERRORS;
D O I
10.1371/journal.pone.0267915
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
BackgroundHealthcare providers are often targeted as research participants, especially for implementation science studies evaluating provider- or system-level issues. Frequently, provider eligibility is based on both provider and patient factors. Manual chart review and self-report are common provider screening strategies but require substantial time, effort, and resources. The automated use of electronic health record (EHR) data may streamline provider identification for implementation science research. Here, we describe an approach to provider screening for a Veterans Health Administration (VHA)-funded study focused on implementing risk-aligned surveillance for bladder cancer patients. MethodsOur goal was to identify providers at 6 pre-specified facilities who performed >= 10 surveillance cystoscopy procedures among bladder cancer patients in the 12 months prior to recruitment start on January 16, 2020, and who were currently practicing at 1 of 6 pre-specified facilities. Using VHA EHR data (using CPT, ICD10 procedure, and ICD10 diagnosis codes), we identified cystoscopy procedures performed after an initial bladder cancer diagnosis (i.e., surveillance procedures). Procedures were linked to VHA staff data to determine the provider of record, the number of cystoscopies they performed, and their current location of practice. To validate this approach, we performed a chart review of 105 procedures performed by a random sample of identified providers. The proportion of correctly identified procedures was calculated (Positive Predictive Value (PPV)), along with binomial 95% confidence intervals (CI). FindingsWe identified 1,917,856 cystoscopies performed on 703,324 patients from October 1, 1999-January 16, 2020, across the nationwide VHA. Of those procedures, 40% were done on patients who had a prior record of bladder cancer and were completed by 15,065 distinct providers. Of those, 61 performed >= 10 procedures and were currently practicing at 1 of the 6 facilities of interest in the 1 year prior to study recruitment. The random chart review of 7 providers found 101 of 105 procedures (PPV: 96%; 95% CI: 91% to 99%) were surveillance procedures and were performed by the selected provider on the recorded date. ImplicationsThese results show that EHR data can be used for accurate identification of healthcare providers as research participants when inclusion criteria consist of both patient- (temporal relationship between diagnosis and procedure) and provider-level (frequency of procedure and location of current practice) factors. As administrative codes and provider identifiers are collected in most, if not all, EHRs for billing purposes this approach can be translated from provider recruitment in VHA to other healthcare systems. Implementation studies should consider this method of screening providers.
引用
收藏
页数:11
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