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Goshgarian G, Sorourdi C, May FP, Vangala S, Meshkat S, Roh L, Han MA, Croymans DM. Effect of Patient Portal Messaging Before Mailing Fecal Immunochemical Test Kit on Colorectal Cancer Screening Rates: A Randomized Clinical Trial. JAMA Netw Open 2022; 5:e2146863. [PMID: 35119462 PMCID: PMC8817202 DOI: 10.1001/jamanetworkopen.2021.46863] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/06/2023] Open
Abstract
IMPORTANCE Colorectal cancer (CRC) screening reduces CRC mortality; however, screening rates remain well below the national benchmark of 80%. OBJECTIVE To determine whether an electronic primer message delivered through the patient portal increases the completion rate of CRC screening in a mailed fecal immunochemical test (FIT) outreach program. DESIGN, SETTING, AND PARTICIPANTS In this randomized clinical quality improvement trial at the University of California, Los Angeles Health of 2339 patients enrolled in a FIT mailing program from August 28, 2019, to September 20, 2020, patients were randomly assigned to either the control or intervention group, and the screening completion rate was measured at 6 months. Participants were average-risk managed care patients aged 50 to 75 years, with a valid mailing address, no mailed CRC outreach in the previous 6 months, and an active electronic health record (EHR) patient portal who were due for CRC screening. Data were analyzed on an intention-to-treat basis. INTERVENTIONS Eligible patients were randomly assigned to receive either (1) the standard FIT mailed outreach (control group) or (2) the standard FIT mailed outreach plus an automated primer to notify patients of the upcoming mailed FIT sent through the electronic patient portal (intervention group). MAIN OUTCOMES AND MEASURES The primary outcome was the screening completion rate (ie, returning the FIT). Secondary outcomes were (1) were the time to CRC screening from the FIT mailing date, (2) screening modality completed, and (3) the effect of opening the electronic primer on screening completion rate. RESULTS The study included 2339 patients (1346 women [57.5%]; mean [SD] age, 58.9 [7.5] years). The screening completion rate was higher in the intervention group than in the control group (37.6% [445 of 1182] vs 32.1% [371 of 1157]; P = .005). The time to screening was shorter in the intervention group than in the control group (adjusted hazard ratio, 1.24; 95% CI, 1.08-1.42; P = .003). The proportion of each screening test modality completed was similar in both groups. In a subanalysis of the 900 of 1182 patients (76.1%) in the intervention group who opened the patient portal primer message, there was a 7.3-percentage point (95% CI, 2.3-12.4 percentage points) increase in CRC screening (local mean treatment effect; P = .004). CONCLUSIONS AND RELEVANCE Implementation of an electronic patient portal primer message in a mailed FIT outreach program led to a significant increase in CRC screening and improvement in the time to screening completion. The findings provide an evidence base for additional refinements to mailed FIT outreach quality improvement programs in large health systems. TRIAL REGISTRATION ClinicalTrials.gov Identifier: NCT05115916.
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Affiliation(s)
- Gregory Goshgarian
- Department of Medicine, David Geffen School of Medicine, University of California, Los Angeles
- Department of Medicine, Central Michigan University College of Medicine, Mount Pleasant
| | - Camille Sorourdi
- Department of Medicine, David Geffen School of Medicine, University of California, Los Angeles
- The Vatche and Tamar Manoukian Division of Digestive Diseases, Department of Medicine, David Geffen School of Medicine, University of California, Los Angeles
| | - Folasade P May
- Department of Medicine, David Geffen School of Medicine, University of California, Los Angeles
- The Vatche and Tamar Manoukian Division of Digestive Diseases, Department of Medicine, David Geffen School of Medicine, University of California, Los Angeles
- Division of Gastroenterology, Greater Los Angeles Veterans Affairs Healthcare System, Los Angeles, California
- UCLA Kaiser Permanente Center for Health Equity, Jonsson Comprehensive Cancer Center, Los Angeles, California
| | - Sitaram Vangala
- Department of Medicine, David Geffen School of Medicine, University of California, Los Angeles
| | - Sarah Meshkat
- Department of Medicine, David Geffen School of Medicine, University of California, Los Angeles
| | - Lily Roh
- Department of Medicine, David Geffen School of Medicine, University of California, Los Angeles
| | - Maria A Han
- Department of Medicine, David Geffen School of Medicine, University of California, Los Angeles
- Department of Medicine Quality, University of California, Los Angeles, Los Angeles
| | - Daniel M Croymans
- Department of Medicine, David Geffen School of Medicine, University of California, Los Angeles
- Department of Medicine Quality, University of California, Los Angeles, Los Angeles
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Cusumano VT, Myint A, Corona E, Yang L, Bocek J, Lopez AG, Huang MZ, Raja N, Dermenchyan A, Roh L, Han M, Croymans D, May FP. Patient Navigation After Positive Fecal Immunochemical Test Results Increases Diagnostic Colonoscopy and Highlights Multilevel Barriers to Follow-Up. Dig Dis Sci 2021; 66:3760-3768. [PMID: 33609211 DOI: 10.1007/s10620-021-06866-x] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/22/2020] [Accepted: 01/20/2021] [Indexed: 12/31/2022]
Abstract
BACKGROUND The fecal immunochemical test (FIT) is a common colorectal cancer screening modality in the USA but often is not followed by diagnostic colonoscopy. AIMS We investigated the efficacy of patient navigation to increase diagnostic colonoscopy after positive FIT results and determined persistent barriers to follow-up despite navigation in a large, academic healthcare system. METHODS The study cohort included all health system outpatients with an assigned primary care provider, a positive FIT result between 12/01/2016 and 06/01/2019, and no documentation of colonoscopy after positive FIT. Two non-clinical patient navigators engaged patients and providers to encourage follow-up, offer solutions to barriers, and assist with colonoscopy scheduling. The primary intervention endpoint was completion of colonoscopy within 6 months of navigation. We documented reasons for persistent barriers to colonoscopy despite navigation and determined predictors of successful follow-up after navigation. RESULTS There were 119 patients who received intervention. Of these, 37 (31.1%) patients completed colonoscopy at 6 months. In 41/119 (34.5%) cases, the PCP did not recommend colonoscopy, most commonly due to a normal colonoscopy prior to the positive FIT (19, 46.3%). There were 41/119 patients (34.5%) that declined colonoscopy despite the patient navigator and the PCP order. Male sex and younger age were significant predictors of follow-up (aOR = 2.91, 95%CI, 1.18-7.13; aOR = 0.92, 95%CI, 0.87-0.99). CONCLUSIONS After implementation of patient navigation, diagnostic colonoscopy was completed for 31.1% of patients with a positive FIT result. However, navigation also highlighted persistent multilevel barriers to follow-up. Future work will develop targeted solutions for these barriers to further increase FIT follow-up rates in our health system.
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Affiliation(s)
- Vivy T Cusumano
- Department of Medicine, David Geffen School of Medicine, University of California Los Angeles, 650 Charles Young Drive South, Room A2-125 CHS, Los Angeles, CA, 90095-6900, USA.,Vatche and Tamar Manoukian Division of Digestive Diseases, Department of Medicine, David Geffen School of Medicine at UCLA, Los Angeles, CA, USA
| | - Anthony Myint
- Department of Medicine, David Geffen School of Medicine, University of California Los Angeles, 650 Charles Young Drive South, Room A2-125 CHS, Los Angeles, CA, 90095-6900, USA.,Vatche and Tamar Manoukian Division of Digestive Diseases, Department of Medicine, David Geffen School of Medicine at UCLA, Los Angeles, CA, USA
| | - Edgar Corona
- Department of Medicine, David Geffen School of Medicine, University of California Los Angeles, 650 Charles Young Drive South, Room A2-125 CHS, Los Angeles, CA, 90095-6900, USA.,Vatche and Tamar Manoukian Division of Digestive Diseases, Department of Medicine, David Geffen School of Medicine at UCLA, Los Angeles, CA, USA
| | - Liu Yang
- Department of Medicine, David Geffen School of Medicine, University of California Los Angeles, 650 Charles Young Drive South, Room A2-125 CHS, Los Angeles, CA, 90095-6900, USA.,Vatche and Tamar Manoukian Division of Digestive Diseases, Department of Medicine, David Geffen School of Medicine at UCLA, Los Angeles, CA, USA
| | - Jennifer Bocek
- Department of Medicine, David Geffen School of Medicine, University of California Los Angeles, 650 Charles Young Drive South, Room A2-125 CHS, Los Angeles, CA, 90095-6900, USA.,Faculty Practice Group and Office of Population Health and Accountable Care, University of California Los Angeles, Los Angeles, CA, USA
| | - Antonio G Lopez
- Department of Medicine, David Geffen School of Medicine, University of California Los Angeles, 650 Charles Young Drive South, Room A2-125 CHS, Los Angeles, CA, 90095-6900, USA
| | - Marcela Zhou Huang
- Department of Medicine, David Geffen School of Medicine, University of California Los Angeles, 650 Charles Young Drive South, Room A2-125 CHS, Los Angeles, CA, 90095-6900, USA
| | - Naveen Raja
- Department of Medicine, David Geffen School of Medicine, University of California Los Angeles, 650 Charles Young Drive South, Room A2-125 CHS, Los Angeles, CA, 90095-6900, USA.,Faculty Practice Group and Office of Population Health and Accountable Care, University of California Los Angeles, Los Angeles, CA, USA
| | - Anna Dermenchyan
- Department of Medicine, David Geffen School of Medicine, University of California Los Angeles, 650 Charles Young Drive South, Room A2-125 CHS, Los Angeles, CA, 90095-6900, USA.,Quality Program, Department of Medicine, University of California Los Angeles, Los Angeles, CA, USA
| | - Lily Roh
- Department of Medicine, David Geffen School of Medicine, University of California Los Angeles, 650 Charles Young Drive South, Room A2-125 CHS, Los Angeles, CA, 90095-6900, USA.,Faculty Practice Group and Office of Population Health and Accountable Care, University of California Los Angeles, Los Angeles, CA, USA
| | - Maria Han
- Department of Medicine, David Geffen School of Medicine, University of California Los Angeles, 650 Charles Young Drive South, Room A2-125 CHS, Los Angeles, CA, 90095-6900, USA.,Quality Program, Department of Medicine, University of California Los Angeles, Los Angeles, CA, USA
| | - Daniel Croymans
- Department of Medicine, David Geffen School of Medicine, University of California Los Angeles, 650 Charles Young Drive South, Room A2-125 CHS, Los Angeles, CA, 90095-6900, USA.,Quality Program, Department of Medicine, University of California Los Angeles, Los Angeles, CA, USA
| | - Folasade P May
- Department of Medicine, David Geffen School of Medicine, University of California Los Angeles, 650 Charles Young Drive South, Room A2-125 CHS, Los Angeles, CA, 90095-6900, USA. .,Vatche and Tamar Manoukian Division of Digestive Diseases, Department of Medicine, David Geffen School of Medicine at UCLA, Los Angeles, CA, USA. .,Cancer Prevention Control Research, UCLA Kaiser Permanente Center for Health Equity, Jonsson Comprehensive Cancer Center, University of California, Los Angeles, CA, USA. .,Department of Medicine, Division of Gastroenterology, VA Greater Los Angeles Healthcare System, Los Angeles, CA, USA.
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Dai H, Saccardo S, Han MA, Roh L, Raja N, Vangala S, Modi H, Pandya S, Sloyan M, Croymans DM. Behavioural nudges increase COVID-19 vaccinations. Nature 2021; 597:404-409. [PMID: 34340242 PMCID: PMC8443442 DOI: 10.1038/s41586-021-03843-2] [Citation(s) in RCA: 166] [Impact Index Per Article: 55.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/01/2021] [Accepted: 07/21/2021] [Indexed: 11/09/2022]
Abstract
Enhancing vaccine uptake is a critical public health challenge1. Overcoming vaccine hesitancy2,3 and failure to follow through on vaccination intentions3 requires effective communication strategies3,4. Here we present two sequential randomized controlled trials to test the effect of behavioural interventions on the uptake of COVID-19 vaccines. We designed text-based reminders that make vaccination salient and easy, and delivered them to participants drawn from a healthcare system one day (first randomized controlled trial) (n = 93,354 participants; clinicaltrials number NCT04800965) and eight days (second randomized controlled trial) (n = 67,092 individuals; clinicaltrials number NCT04801524) after they received a notification of vaccine eligibility. The first reminder boosted appointment and vaccination rates within the healthcare system by 6.07 (84%) and 3.57 (26%) percentage points, respectively; the second reminder increased those outcomes by 1.65 and 1.06 percentage points, respectively. The first reminder had a greater effect when it was designed to make participants feel ownership of the vaccine dose. However, we found no evidence that combining the first reminder with a video-based information intervention designed to address vaccine hesitancy heightened its effect. We performed online studies (n = 3,181 participants) to examine vaccination intentions, which revealed patterns that diverged from those of the first randomized controlled trial; this underscores the importance of pilot-testing interventions in the field. Our findings inform the design of behavioural nudges for promoting health decisions5, and highlight the value of making vaccination easy and inducing feelings of ownership over vaccines.
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Affiliation(s)
- Hengchen Dai
- Anderson School of Management, University of California, Los Angeles, Los Angeles, CA, USA
| | - Silvia Saccardo
- Department of Social and Decision Sciences, Carnegie Mellon University, Pittsburgh, PA, USA
| | - Maria A Han
- Department of Medicine, David Geffen School of Medicine, University of California, Los Angeles, Los Angeles, CA, USA
| | - Lily Roh
- Office of Population Health and Accountable Care, University of California, Los Angeles, Los Angeles, CA, USA
| | - Naveen Raja
- Office of Population Health and Accountable Care, University of California, Los Angeles, Los Angeles, CA, USA
| | - Sitaram Vangala
- Department of Medicine Statistics Core, David Geffen School of Medicine, University of California, Los Angeles, Los Angeles, CA, USA
| | - Hardikkumar Modi
- Office of Health Informatics and Analytics, University of California, Los Angeles, Los Angeles, CA, USA
| | - Shital Pandya
- Office of Health Informatics and Analytics, University of California, Los Angeles, Los Angeles, CA, USA
| | - Michael Sloyan
- Department of Information Services and Solutions, UCLA Health System, Los Angeles, CA, USA
| | - Daniel M Croymans
- Department of Medicine, David Geffen School of Medicine, University of California, Los Angeles, Los Angeles, CA, USA.
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Myint A, Roh L, Yang L, Connolly L, Esrailian E, May FP. Noninvasive Colorectal Cancer Screening Tests Help Close Screening Gaps During Coronavirus Disease 2019 Pandemic. Gastroenterology 2021; 161:712-714.e1. [PMID: 33865840 PMCID: PMC8049850 DOI: 10.1053/j.gastro.2021.04.026] [Citation(s) in RCA: 16] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/09/2021] [Revised: 03/18/2021] [Accepted: 04/13/2021] [Indexed: 12/31/2022]
Affiliation(s)
- Anthony Myint
- Vatche and Tamar Manoukian Division of Digestive Diseases, Department of Medicine, David Geffen School of Medicine, University of California Los Angeles, Los Angeles, California
| | - Lily Roh
- Faculty Practice Group and Office of Population Health and Accountable Care, University of California, Los Angeles, California
| | - Liu Yang
- Vatche and Tamar Manoukian Division of Digestive Diseases, Department of Medicine, David Geffen School of Medicine, University of California Los Angeles, Los Angeles, California
| | - Lynn Connolly
- Vatche and Tamar Manoukian Division of Digestive Diseases, Department of Medicine, David Geffen School of Medicine, University of California Los Angeles, Los Angeles, California
| | - Eric Esrailian
- Vatche and Tamar Manoukian Division of Digestive Diseases, Department of Medicine, David Geffen School of Medicine, University of California Los Angeles, Los Angeles, California
| | - Folasade P May
- Vatche and Tamar Manoukian Division of Digestive Diseases, Department of Medicine, David Geffen School of Medicine, University of California Los Angeles, Los Angeles, California; UCLA Center for Cancer Prevention and Control Research, UCLA Kaiser Permanente Center for Health Equity and Department of Health Policy and Management, Fielding School of Public Health and Jonsson Comprehensive Cancer Center, Los Angeles, California; Division of Gastroenterology, Department of Medicine, VA Greater Los Angeles Healthcare System, Los Angeles, California.
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Anand S, Glaspy J, Roh L, Khandelwal V, Wenger N, Ritchie C, Walling AM. Establishing a Denominator for Palliative Care Quality Metrics for Patients with Advanced Cancer. J Palliat Med 2020; 23:1239-1242. [PMID: 31928372 DOI: 10.1089/jpm.2019.0346] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/25/2022] Open
Abstract
Background: Measurement and monitoring of palliative care quality metrics for patients with advanced cancer promote early integration of palliative care within the oncology clinic. Accurately identifying the subset of advanced cancer patients within a population of cancer patients who would most benefit from palliative care is critical to the development of palliative care-relevant quality improvement activities. Methods: We evaluated two automated approaches to identifying patients with solid tumors sufficiently advanced to warrant discussions of palliative care and advanced care planning. These approaches included (1) pattern matching of words indicating an advanced cancer in oncology notes, radiology imaging, and active problem lists and (2) International Classification of Diseases (ICD-10) codes. We randomly selected 586 charts of patients with active cancer who are patients in our health system to establish a gold standard for advanced cancer through expert chart review. We evaluated the sensitivity and specificity of these automated approaches to identify advanced cancer patients compared with the gold standard. Results: We found that the highest performing pattern matching method had a specificity of 76% and a sensitivity of 81%. Using our final ICD-10 algorithm, we achieved a specificity of 92% and a sensitivity of 68%. We improved our sensitivity to 76% while maintaining our specificity at 91% when we excluded patients assigned to oncologists who predominantly see hematological malignancies. Conclusions: We achieved high specificity and reasonable sensitivity for an advanced cancer quality metric denominator using an ICD-10 algorithm within an academic oncology practice. This concrete definition will help inform quality improvement efforts locally and beyond.
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Affiliation(s)
- Sidharth Anand
- UCLA Division of Hematology and Oncology, Los Angeles, California, USA
| | - John Glaspy
- UCLA Division of Hematology and Oncology, Los Angeles, California, USA
| | - Lily Roh
- UCLA Faculty Practice Group, Los Angeles, California, USA
| | | | - Neil Wenger
- Division of General Internal Medicine and Health Services Research, University of California, Los Angeles, Los Angeles, California, USA
| | - Christine Ritchie
- Division of Geriatrics, Department of Medicine at the University of California, San Francisco, San Francisco, California, USA
| | - Anne M Walling
- Division of General Internal Medicine and Health Services Research, University of California, Los Angeles, Los Angeles, California, USA.,VA Greater Los Angeles Health care System, Los Angeles, California, USA
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Gupta R, Roh L, Lee C, Reuben D, Naeim A, Wilson J, Skootsky SA. The Population Health Value Framework: Creating Value by Reducing Costs of Care for Patient Subpopulations With Chronic Conditions. Acad Med 2019; 94:1337-1342. [PMID: 31460929 DOI: 10.1097/acm.0000000000002739] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/10/2023]
Abstract
PROBLEM With the growth in risk-based and accountable care organization contracts, creating value by redesigning care to reduce costs and improve outcomes and the patient experience has become an urgent priority for health care systems. APPROACH In 2016, UCLA (University of California, Los Angeles) Health implemented a system-wide population health approach to identify patient populations with high expenses and promote proactive, value-based care. The authors created the Patient Health Value framework to guide value creation: (1) identify patient populations with high expenses and reasons for spending, (2) create design teams to understand the patient story, (3) create custom analytics and spending-based risk stratification, and (4) develop care pathways based on spending risk tiers. Primary care patients with three chronic conditions-dementia, chronic kidney disease (CKD), and cancer-were identified as high-cost subpopulations. OUTCOMES For each patient subpopulation, a multispecialty, multidisciplinary design team identified reasons for spending and created care pathways to meet patient needs according to spending risk. Larger, lower-risk cohorts received necessary but less intensive interventions, while smaller, higher-risk cohorts received more intensive interventions. Preliminary analyses showed a 1% monthly decrease in inpatient bed day utilization among dementia patients (incident rate ratio [IRR] 0.99, P < .03) and a 2% monthly decrease in hospitalizations (IRR 0.98, P < .001) among CKD patients. NEXT STEPS Use of the Patient Health Value framework is expanding across other high-cost subpopulations with chronic conditions. UCLA Health is using the framework to organize care across specialties, build capacity, and grow a culture for value.
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Affiliation(s)
- Reshma Gupta
- R. Gupta is interim chief value director, UCLA-Olive View Medical Center, former medical director of quality improvement, UCLA Health, and assistant professor, Division of General Internal Medicine and Health Services Research, University of California, Los Angeles, Los Angeles, California. L. Roh is director for population health, UCLA Health, University of California, Los Angeles, Los Angeles, California. C. Lee is a program manager for population health, UCLA Health, University of California, Los Angeles, Los Angeles, California. D. Reuben is director, Multicampus Program in Geriatrics Medicine and Gerontology, chief, Division of Geriatrics, professor of medicine, and director, UCLA Claude D. Pepper Older Americans Independence Center and Alzheimer's and Dementia Care Program, University of California, Los Angeles, Los Angeles, California. A. Naeim is associate director, Clinical Translational Science Institute, and chief medical officer, Clinical Research, UCLA Campus and Health System, and professor of medicine, Divisions of Hematology-Oncology and Geriatric Medicine, University of California, Los Angeles, Los Angeles, California. J. Wilson is director, Kidney Health Program, Kidney Stone Center and Surgical Consultative Nephrology, UCLA Health, and associate professor, Division of Nephrology, University of California, Los Angeles, Los Angeles, California. S.A. Skootsky is chief medical officer, Faculty Practice Group and Office of Population Health and Accountable Care, UCLA Health, and professor of medicine, Division of General Internal Medicine and Health Services Research, University of California, Los Angeles, Los Angeles, California
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Anand S, Glaspy JA, Roh L, Khandelwal V, Wenger N, Ritchie C, Walling AM. Establishing a denominator for palliative care quality metrics for patients with advanced cancer. J Clin Oncol 2018. [DOI: 10.1200/jco.2018.36.34_suppl.104] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
104 Background: Measurement and feedback of palliative care quality metrics for patients with advanced cancer is an important aspect of supporting a shared mental model for the early integration of palliative care within the oncology clinic. Accurately identifying the subset of advanced cancer patients within a population of cancer patients is critical to the development of quality improvement activities; however, there is not a methodology of identifying these patients in real time. Methods: We evaluated two main approaches to identifying patients with advanced cancer among active cancer patients defined as patients who were seen by an oncologist at least twice in the last 6 months and who had received chemotherapy or radiation at least once in the last two years. These approaches included: 1) Pattern matching of words indicating advanced cancer (e.g. metastatic, advanced) in oncology notes, radiology imaging and problem lists and 2) ICD-10 codes. To determine the final set of ICD-10 codes for the second approach, we used a conceptual model of the meaning of advanced cancer (evidence of distant metastasis and/or poor prognostic cancer with > 50% mortality rate at 5 years) and iterative chart review. In order to test our final definitions, we randomly selected 588 charts of patients with active cancer who see one of 64 oncologists in our health system. These charts were abstracted by an oncologist to establish a gold standard for advanced cancer. We evaluated the sensitivity and specificity of our approaches to identify advanced cancer patients compared to this gold standard. Results: We found that the methods used to identify patients using pattern matching had a specificity of 76% and a sensitivity of 80%. Using our final ICD-10 algorithm we achieved a specificity of 93% and a sensitivity of 68%. We improved our sensitivity to 74% while maintaining our specificity at 92% when we excluded oncologists who predominantly see hematological malignancies. Conclusions: We achieved high specificity and reasonable sensitivity for an advanced cancer quality metric denominator using an ICD-10 algorithm within an academic oncology practice. This will help inform quality improvement efforts locally and beyond.
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Affiliation(s)
| | - John A. Glaspy
- University of California Los Angeles Jonsson Comprehensive Cancer Center, Los Angeles, CA
| | | | | | - Neil Wenger
- David Geffen School of Medicine at University of California, Los Angeles, Los Angeles, CA
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Taylor JV, Roh L, Goldman AD. Metropolitan Forensic Anthropology Team (MFAT) case studies in identification: 2. Identification of a Vietnamese trophy skull. J Forensic Sci 1984; 29:1253-9. [PMID: 6502122] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/20/2023]
Abstract
A Vietnamese trophy skull, apparently a victim of the Vietnam war, was recently received for analysis in a New York State homicide case. The skull, which is well preserved except for the missing mandible and maxillary dentition, is compared to trophy skulls of Japanese military personnel, also brought back to the United States by American soldiers following wartime duty in Asia.
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Roh L, Paparo G. Detection of accelerants on a burn victim. J Forensic Sci 1983; 28:292. [PMID: 6864185] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/22/2023]
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