Association Between Clinician Confidence and Making Guideline-Recommended Decisions in the Management of Abnormal Cervical Cancer Screening Results.

BACKGROUND: Guidelines for managing abnormal cervical cancer screening results are complex and adherence is challenging for clinicians. Previous studies have identified gaps in knowledge as a possible cause; few have explored the confidence clinicians have in their management decisions. Confidence in decision-making may influence management practices, particularly when guidelines are complex and evolving. OBJECTIVE: Assess whether confidence in decision-making is associated with making guideline-concordant recommendations for abnormal cervical cancer screening results. DESIGN: A clinician survey used vignettes to ask clinicians to make a management recommendation for different abnormal results and rate their level of confidence in their response. PARTICIPANTS: Physicians and advanced practice providers (APPs) at three diverse health systems in Washington, Texas, and Massachusetts. MAIN MEASURES: Correct response to each vignette based on either the 2012 or 2019 American Colposcopy and Cervical Pathology (ASCCP) management guidelines. KEY RESULTS: In total, 501 clinicians completed the survey between October and December 2020 (response rate 53.7%). Overall, most clinicians made guideline-recommended management decisions for two vignettes (73.2 and 73.7%), but fewer were confident in their selection (48.3% and 46.6%, respectively). Clinicians who reported high levels of confidence were more often correct than those who reported lower levels of confidence (85.8% vs. 62.2% and 87.5% vs. 60.7%, both p<0.001). After adjusting for clinician and practice characteristics, confidence remained significantly associated with selecting the correct answer. CONCLUSIONS: Clinician confidence in management decisions for abnormal cervical cancer screening results was significantly associated with knowing guideline-concordant recommendations. Given the complexity of cervical cancer management guidelines, solutions to improve clinician confidence in decision-making are needed.

Natural Language Processing to Identify Abnormal Breast, Lung, and Cervical Cancer Screening Test Results from Unstructured Reports to Support Timely Follow-up.

Cancer screening and timely follow-up of abnormal results can reduce mortality. One barrier to follow-up is the failure to identify abnormal results. While EHRs have coded results for certain tests, cancer screening results are often stored in free-text reports, which limit capabilities for automated decision support. As part of the multilevel Follow-up of Cancer Screening (mFOCUS) trial, we developed and implemented a natural language processing (NLP) tool to assist with real-time detection of abnormal cancer screening test results (including mammograms, low-dose chest CT scans, and Pap smears) and identification of gynecological follow-up for higher risk abnormalities (i.e. colposcopy) from free-text reports. We demonstrate the integration and implementation of NLP, within the mFOCUS system, to improve the follow-up of abnormal cancer screening results in a large integrated healthcare system. The NLP pipelines have detected scenarios when guideline-recommended care was not delivered, in part because the provider mis-identified the text-based result reports.

Primary Care Practitioner Perceptions on the Follow-up of Abnormal Cancer Screening Test Results.

Importance: Health care systems focus on delivering routine cancer screening to eligible individuals, yet little is known about the perceptions of primary care practitioners (PCPs) about barriers to timely follow-up of abnormal results. Objective: To describe PCP perceptions about factors associated with the follow-up of abnormal breast, cervical, colorectal, and lung cancer screening test results. Design, Setting, and Participants: Survey study of PCPs from 3 primary care practice networks in New England between February and October 2020, prior to participating in a randomized clinical trial to improve follow-up of abnormal cancer screening test results. Participants were physicians and advanced practice clinicians from participating practices. Main Outcomes and Measures: Self-reported process, attitudes, knowledge, and satisfaction about the follow-up of abnormal cancer screening test results. Results: Overall, 275 (56.7%) PCPs completed the survey (range by site, 34.9%-71.9%) with more female PCPs (61.8% [170 of 275]) and general internists (73.1% [201 of 275]); overall, 28,7% (79 of 275) were aged 40 to 49 years. Most PCPs felt responsible for managing abnormal cancer screening test results with the specific cancer type being the best factor (range, 63.6% [175 of 275] for breast to 81.1% [223 of 275] for lung; P < .001). The PCPs reported limited support for following up on overdue abnormal cancer screening test results. Standard processes such as automated reports, reminder letters, or outreach workers were infrequently reported. Major barriers to follow-up of abnormal cancer screening test results across all cancer types included limited electronic health record tools (range, 28.5% [75 of 263]-36.5%[96 of 263]), whereas 50% of PCPs felt that there were major social barriers to receiving care for abnormal cancer screening test results for colorectal cancer. Fewer than half reported being very satisfied with the process of managing abnormal cancer screening test results, with satisfaction being greatest for breast cancer (46.9% [127 of 271]) and lowest for cervical (21.8% [59 of 271]) and lung cancer (22.4% [60 of 268]). Conclusions and Relevance: In this survey study of PCPs, important deficiencies in systems for managing abnormal cancer screening test results were reported. These findings suggest a need for comprehensive organ-agnostic systems to promote timely follow-up of abnormal cancer screening results using a primary care-focused approach across the range of cancer screening tests.