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Wang PG, Rowe JS, Manaskie M, Flom M, Vienneau M, Vogeli C, Adams A, Dankers C, Flaster AO. When the Process Is the Problem: Racial/Ethnic and Language Disparities in Care Management. J Racial Ethn Health Disparities 2023; 10:2921-2929. [PMID: 36481995 DOI: 10.1007/s40615-022-01469-2] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/25/2022] [Revised: 11/08/2022] [Accepted: 11/21/2022] [Indexed: 12/13/2022]
Abstract
OBJECTIVES Achieving health equity requires addressing disparities at every level of care delivery. Yet, little literature exists examining racial/ethnic disparities in processes of high-risk care management, a foundational tool for population health. This study sought to determine whether race, ethnicity, and language are associated with patient entry into and service intensity within a large care management program. DESIGN Retrospective cohort study. METHODS Subjects were 23,836 adult patients eligible for the program between 2015 and 2018. Adjusting for demographics, utilization, and medical risk, we analyzed the association between race/ethnicity and language and outcomes of patient selection, enrollment, care plan completion, and care management encounters. RESULTS Among all identified as eligible by an algorithm, Asian and Spanish-speaking patients had significantly lower odds of being selected by physicians for care management [OR 0.74 (0.58-0.93), OR 0.79 (0.64-0.97)] compared with White and English-speaking patients, respectively. Once selected, Hispanic/Latino and Asian patients had significantly lower odds compared to White counterparts of having care plans completed by care managers [OR 0.69 (0.50-0.97), 0.50 (0.32-0.79), respectively]. Patients speaking languages other than English or Spanish had a lower odds of care plan completion and had fewer staff encounters than English-speaking counterparts [OR 0.62 (0.44-0.87), RR 0.87 (0.75-1.00), respectively]. CONCLUSIONS Race/ethnicity and language-based disparities exist at every process level within a large health system's care management program, from selection to outreach. These results underscore the importance of assessing for disparities not just in outcomes but also in program processes, to prevent population health innovations from inadvertently creating new inequities.
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Affiliation(s)
- Priscilla G Wang
- Population Health Management, Mass General Brigham, Boston, MA, USA.
- Division of General Internal Medicine, Massachusetts General Hospital, Boston, MA, USA.
| | | | - Michelle Manaskie
- Population Health, Children's Mercy Kansas City, Kansas City, MO, USA
| | - Megan Flom
- Population Health Management, Mass General Brigham, Boston, MA, USA
| | - Maryann Vienneau
- Population Health Management, Mass General Brigham, Boston, MA, USA
| | - Christine Vogeli
- Population Health Management, Mass General Brigham, Boston, MA, USA
- Mongan Institute Health Policy Research Center, Massachusetts General Hospital, Boston, MA, USA
| | - Ayrenne Adams
- Office of Ambulatory Care and Population Health, NYC Health + Hospitals, New York, NY, USA
- Division of General Internal Medicine and Clinical Innovation, NYU Grossman School of Medicine, New York, NY, USA
| | - Christian Dankers
- The Chartis Group, Chicago, IL, USA
- Division of General Internal Medicine, Brigham and Women's Hospital, Boston, MA, USA
| | - Amy O Flaster
- Division of General Internal Medicine, Brigham and Women's Hospital, Boston, MA, USA
- ConcertoCare, New York, NY, USA
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Schiavoni KH, Flom M, Blumenthal KJ, Orav EJ, Hefferon M, Maher E, Boudreau AA, Giuliano CP, Chambers B, Mandell MH, Vienneau M, Mendu ML, Vogeli C. Cost, Utilization, and Patient and Family Experience With ACO-Based Pediatric Care Management. Pediatrics 2023; 152:e2022058268. [PMID: 38013488 DOI: 10.1542/peds.2022-058268] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 09/21/2023] [Indexed: 11/29/2023] Open
Abstract
BACKGROUND AND OBJECTIVES Children and Youth with Special Health Care Needs have high healthcare utilization, fragmented care, and unmet health needs. Accountable Care Organizations (ACOs) increasingly use pediatric care management to improve quality and reduce unnecessary utilization. We evaluated effects of pediatric care management on total medical expense (TME) and utilization; perceived quality of care coordination, unmet needs, and patient and family experience; and differential impact by payor, risk score, care manager discipline, and behavioral health diagnosis. METHODS Mixed-methods analysis including claims using quasi-stepped-wedge design pre and postenrollment to estimate difference-in-differences, participant survey, and semistructured interviews. Participants included 1321 patients with medical, behavioral, or social needs, high utilization, in Medicaid or commercial ACOs, and enrolled in multidisciplinary, primary care-embedded care management. RESULTS TME significantly declined 1 to 6 months postenrollment and continued through 19 to 24 months (-$645.48 per member per month, P < .001). Emergency department and inpatient utilization significantly decreased 7 to 12 months post-enrollment and persisted through 19 to 24 months (-29% emergency department, P = .012; -82% inpatient, P < .001). Of respondents, 87.2% of survey respondents were somewhat or very satisfied with care coordination, 56.1% received education coordination when needed, and 81.5% had no unmet health needs. Emergency department or inpatient utilization decreases were consistent across payors and care manager disciplines, occurred sooner with behavioral health diagnoses, and were significant among children with above-median risk scores. Satisfaction and experience were equivalent across groups, with more unmet needs and frustration with above-median risk scores. CONCLUSIONS Pediatric care management in multipayor ACOs may effectively reduce TME and utilization and clinically provide high-quality care coordination, including education and family stress, with high participant satisfaction.
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Affiliation(s)
- Katherine H Schiavoni
- Mass General Brigham, Population Health Management, Somerville, Massachusetts
- Departments of Medicine and Pediatrics, Massachusetts General Hospital, Boston, Massachusetts
- Harvard Medical School, Boston, Massachusetts
| | - Megan Flom
- Mass General Brigham, Population Health Management, Somerville, Massachusetts
| | - Karen J Blumenthal
- Mass General Brigham, Population Health Management, Somerville, Massachusetts
- Harvard Medical School, Boston, Massachusetts
- Department of Medicine, Massachusetts General Hospital, Boston, Massachusetts
| | - E John Orav
- Harvard T. H. Chan School of Public Health, Boston, Massachusetts
| | - Margaret Hefferon
- Mass General Brigham, Population Health Management, Somerville, Massachusetts
| | - Erin Maher
- Mass General Brigham, Population Health Management, Somerville, Massachusetts
| | - Alexy Arauz Boudreau
- Mass General Brigham, Population Health Management, Somerville, Massachusetts
- Harvard Medical School, Boston, Massachusetts
- Department of Pediatrics, Massachusetts General Hospital, Boston, Massachusetts
| | - Christopher P Giuliano
- Mass General Brigham, Population Health Management, Somerville, Massachusetts
- Affiliated Pediatric Practices, Dedham, Massachusetts
- Mass General Brigham Community Physicians Organization, Somerville, Massachusetts
| | - Barbara Chambers
- Mass General Brigham, Population Health Management, Somerville, Massachusetts
- Mass General Brigham Community Physicians Organization, Somerville, Massachusetts
| | - Mark H Mandell
- Mass General Brigham, Population Health Management, Somerville, Massachusetts
- Pediatric Associates of Greater Salem, Salem, Massachusetts
| | - Maryann Vienneau
- Mass General Brigham, Population Health Management, Somerville, Massachusetts
| | - Mallika L Mendu
- Harvard Medical School, Boston, Massachusetts
- Department of Medicine, Renal Division, Brigham and Women's Hospital, Boston, Massachusetts
| | - Christine Vogeli
- Mass General Brigham, Population Health Management, Somerville, Massachusetts
- The Mongan Institute, Massachusetts General Hospital, Boston, Massachusetts
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Wang P, Vienneau M, Vogeli C, Schiavoni K, Jubelt L, Mendu ML. Reframing Value-Based Care Management: Beyond Cost Reduction and Toward Patient Centeredness. JAMA Health Forum 2023; 4:e231502. [PMID: 37327007 DOI: 10.1001/jamahealthforum.2023.1502] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/17/2023] Open
Abstract
Importance Care management programs are increasingly being utilized by health systems as a new foundational strategy to advance value-based care. These programs offer the promise of improving patient outcomes while decreasing health care utilization and costs. However, as these programs proliferate in number and specialization, the field of care management is increasingly at risk of fragmentation, inefficiency, and failure to meet the core needs of the patient. Observations This review of the current state of care management identifies several key challenges for the field, including an unclear value proposition, a focus on system- vs patient-centered outcomes, increased specialization by private and public entrants that produces care fragmentation, and lack of coordination among health and social service entities. A framework is proposed for reorienting care management to truly address the needs of patients through acknowledging the dynamic nature of patient care needs, providing a continuum of need-targeted programming, coordinating care among all involved entities and staff, and performing regular evaluations of outcomes that include patient-centered and health equity measures. Guidance on how this framework can be implemented within a health system and an outline of recommendations is provided for how policymakers may incentivize the development of high value and more equitable care management programs. Conclusions and Relevance With increased focus on care management as a cornerstone of value-based care, value-based health leaders and policymakers can improve the effectiveness and value of care management programs, reduce patient financial burden for care management services, and promote stakeholder coordination.
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Affiliation(s)
- Priscilla Wang
- Population Health Management, Mass General Brigham, Boston, Massachusetts
- Division of General Internal Medicine, Massachusetts General Hospital, Boston
| | - Maryann Vienneau
- Population Health Management, Mass General Brigham, Boston, Massachusetts
| | - Christine Vogeli
- Mongan Institute Health Policy Research Center, Massachusetts General Hospital, Boston
| | - Katherine Schiavoni
- Population Health Management, Mass General Brigham, Boston, Massachusetts
- Division of General Internal Medicine, Massachusetts General Hospital, Boston
| | - Lindsay Jubelt
- Population Health Management, Mass General Brigham, Boston, Massachusetts
| | - Mallika L Mendu
- Office of the Chief Medical Officer, Brigham and Women's Hospital, Boston, Massachusetts
- Renal Division, Department of Medicine, Brigham and Women's Hospital, Boston, Massachusetts
- Harvard Medical School, Boston, Massachusetts
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Mellinger TJ, Forester BP, Vogeli C, Donelan K, Gulla J, Vetter M, Vienneau M, Ritchie CS. Correction: Impact of dementia care training on nurse care managers’ interactions with family caregivers. BMC Geriatr 2023; 23:192. [PMID: 36997880 PMCID: PMC10064703 DOI: 10.1186/s12877-023-03827-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/01/2023] Open
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Mellinger TJ, Forester BP, Vogeli C, Donelan K, Gulla J, Vetter M, Vienneau M, Ritchie CS. Impact of dementia care training on nurse care managers' interactions with family caregivers. BMC Geriatr 2023; 23:16. [PMID: 36631767 PMCID: PMC9832603 DOI: 10.1186/s12877-022-03717-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/06/2022] [Accepted: 12/26/2022] [Indexed: 01/13/2023] Open
Abstract
BACKGROUND Nurse care managers (NCM) operate through care management programs to provide care for persons living with dementia (PLWD) and interact regularly with their family caregivers; however, most do not receive formal instruction in dementia care or caregiver support. CRESCENT (CaReEcoSystem primary Care Embedded demeNtia Treatment) is a telephone-based dementia care intervention adapted from the Care EcoSystem model designed to equip NCMs with these tools. For this study, we aimed to measure intervention fidelity and understand how dementia care training impacted NCMs' provision of dementia care management services during interactions with caregivers of PLWD. METHODS We recruited 30 active NCMs; 15 were randomly assigned to receive training. For each nurse, we randomly selected 1-3 patients with a diagnosis of dementia in each nurse's care during January-June 2021 for a total of 54 medical charts. To assess training uptake and fidelity, we identified documentation by NCMs of CRESCENT protocol implementation in the medical records. To understand how the training impacted the amount and types of dementia care management services provided in interactions with family caregivers, we compared attention to key dementia topic areas between trained NCMs (intervention) and untrained NCMs (control). RESULTS Within the trained group only, community resources for PLWD, followed by safety, medication reconciliation, and advanced care planning topic areas were addressed most frequently (> 30%), while behavior management was addressed least frequently (12%). Trained NCMs were more likely to document addressing aspects of caregiver wellbeing (p = 0.03), community resources (p = 0.002), and identification of behavior (p = 0.03) and safety issues (p = 0.02) compared to those without training. There was no difference between groups in the amount of care coordination provided (p = 0.64). CONCLUSION Results from this study demonstrate that focused dementia care training enriches care conversations in important topic areas for PLWD and family caregivers. Future research will clarify how best to sustain and optimize high quality dementia care in care management programs with special attention to the NCM-family caregiver relationship. TRIAL NUMBER NCT04556097.
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Affiliation(s)
- Taylor J. Mellinger
- grid.32224.350000 0004 0386 9924Mass General Brigham, Boston, USA ,Idaho College of Osteopathic Medicine, Meridian, USA ,grid.38142.3c000000041936754XHarvard Medical School, Boston, USA
| | - Brent P. Forester
- grid.32224.350000 0004 0386 9924Mass General Brigham, Boston, USA ,grid.38142.3c000000041936754XHarvard Medical School, Boston, USA ,grid.240206.20000 0000 8795 072XMcLean Hospital, Belmont, USA
| | - Christine Vogeli
- grid.32224.350000 0004 0386 9924Mass General Brigham, Boston, USA ,grid.38142.3c000000041936754XHarvard Medical School, Boston, USA ,grid.32224.350000 0004 0386 9924Massachusetts General Hospital, Boston, USA
| | - Karen Donelan
- grid.38142.3c000000041936754XHarvard Medical School, Boston, USA ,grid.32224.350000 0004 0386 9924Massachusetts General Hospital, Boston, USA ,grid.253264.40000 0004 1936 9473Brandeis University, Waltham, USA
| | - Joy Gulla
- grid.32224.350000 0004 0386 9924Mass General Brigham, Boston, USA
| | - Michael Vetter
- grid.253264.40000 0004 1936 9473Brandeis University, Waltham, USA
| | - Maryann Vienneau
- grid.32224.350000 0004 0386 9924Mass General Brigham, Boston, USA
| | - Christine S. Ritchie
- grid.32224.350000 0004 0386 9924Mass General Brigham, Boston, USA ,grid.38142.3c000000041936754XHarvard Medical School, Boston, USA ,grid.32224.350000 0004 0386 9924Massachusetts General Hospital, Boston, USA
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Rowe JS, Gulla J, Vienneau M, Nussbaum L, Maher E, Mendu ML, Tishler LW, Weil E, Chaguturu SK, Vogeli C. Intensive care management of a complex Medicaid population: a randomized evaluation. Am J Manag Care 2022; 28:430-435. [PMID: 36121357 DOI: 10.37765/ajmc.2022.89219] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/29/2023]
Abstract
OBJECTIVES Care management programs are employed by providers and payers to support high-risk patients and affect cost and utilization, with varied implementation. This study sought to evaluate the impact of an intensive care management program on utilization and cost among those with highest cost (top 5%) and highest utilization in a Medicaid accountable care organization (ACO) population. STUDY DESIGN Randomized controlled quality improvement trial of intensive care management, provided by a nonprofit care management vendor, for Medicaid ACO patients at 2 academic centers. METHODS Patients were identified using claims, chart review, and primary care validation, then randomly assigned 2:1 to intervention and control groups. Among 131 patients included in intent-to-treat analysis, 87 and 44 were randomly assigned to the intervention and control groups, respectively. Patients in the intervention group were eligible to receive intensive care management in the community/home setting and, in some cases, home-based primary care. Patients in the control group received standard of care, including practice-based care management. Prespecified primary outcome measures included total medical expense (TME), emergency department (ED) visits, and inpatient utilization. RESULTS Relative to controls, patients randomly assigned to receive intensive care management had a $1933 smaller increase per member per month in TME (P = .04) and directionally consistent but nonsignificant reductions in ED visits (17% fewer; P = .40) and inpatient admissions (34% fewer; P = .29) in the 12 months post randomization compared with the 12 months prerandomization. CONCLUSIONS Our study results support that targeted, intensive care management can favorably affect TME in a health system-based high-cost, high-risk Medicaid population. Further research is needed to evaluate the impact on additional clinical outcomes.
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Affiliation(s)
| | | | | | | | | | | | | | | | | | - Christine Vogeli
- Massachusetts General Hospital, 100 Cambridge St, Boston, MA 02114.
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Lakin JR, Neal BJ, Maloney FL, Paladino J, Vogeli C, Tumblin J, Vienneau M, Fromme E, Cunningham R, Block SD, Bernacki RE. A systematic intervention to improve serious illness communication in primary care: Effect on expenses at the end of life. Healthc (Amst) 2020; 8:100431. [PMID: 32553522 DOI: 10.1016/j.hjdsi.2020.100431] [Citation(s) in RCA: 12] [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] [Subscribe] [Scholar Register] [Received: 01/06/2020] [Revised: 04/26/2020] [Accepted: 04/29/2020] [Indexed: 11/27/2022]
Abstract
BACKGROUND At a population level, conversations between clinicians and seriously ill patients exploring patients' goals and values can drive high-value healthcare, improving patient outcomes and reducing spending. METHODS We examined the impact of a quality improvement intervention to drive better communication on total medical expenses in a high-risk care management program. We present our analysis of secondary expense outcomes from a prospective implementation trial of the Serious Illness Care Program, which includes clinician training, coaching, tools, and system interventions. We included patients who died between January 2014 and September 2016 who were selected for serious illness conversations, using the "Surprise Question," as part of implementation of the program in fourteen primary care clinics. RESULTS We evaluated 124 patients and observed no differences in total medical expenses between intervention and comparison clinic patients. When comparing patients in intervention clinics who did and did not have conversations, we observed lower average monthly expenses over the last 6 ($6297 vs. $8,876, p = 0.0363) and 3 months ($7263 vs. $11,406, p = 0.0237) of life for patients who had conversations. CONCLUSIONS Possible savings observed in this study are similar in magnitude to previous studies in advance care planning and specialty palliative care but occur earlier in the disease course and in the context of documented conversations and a comprehensive, interprofessional case management program. IMPLICATIONS Programs designed to drive more, earlier, and better serious illness communication hold the potential to reduce costs. LEVEL OF EVIDENCE Prospectively designed trial, non-randomized sample, analysis of secondary outcomes.
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Affiliation(s)
- Joshua R Lakin
- Ariadne Labs, Brigham and Women's Hospital & Harvard T. H. Chan School of Public Health, Boston, MA, USA; Department of Psychosocial Oncology and Palliative Care, Dana-Farber Cancer Institute, Boston, MA, USA; Harvard Medical School, Boston, MA, USA; Department of Medicine, Brigham & Women's Hospital, Boston, MA, USA.
| | - Brandon J Neal
- Ariadne Labs, Brigham and Women's Hospital & Harvard T. H. Chan School of Public Health, Boston, MA, USA
| | - Francine L Maloney
- Ariadne Labs, Brigham and Women's Hospital & Harvard T. H. Chan School of Public Health, Boston, MA, USA
| | - Joanna Paladino
- Ariadne Labs, Brigham and Women's Hospital & Harvard T. H. Chan School of Public Health, Boston, MA, USA; Harvard Medical School, Boston, MA, USA
| | - Christine Vogeli
- Harvard Medical School, Boston, MA, USA; Partners Healthcare, Boston, MA, USA; Department of Medicine, Massachusetts General Hospital, Boston, MA, USA
| | | | | | - Erik Fromme
- Ariadne Labs, Brigham and Women's Hospital & Harvard T. H. Chan School of Public Health, Boston, MA, USA; Department of Psychosocial Oncology and Palliative Care, Dana-Farber Cancer Institute, Boston, MA, USA; Harvard Medical School, Boston, MA, USA
| | - Rebecca Cunningham
- Harvard Medical School, Boston, MA, USA; Department of Medicine, Brigham & Women's Hospital, Boston, MA, USA
| | - Susan D Block
- Department of Psychosocial Oncology and Palliative Care, Dana-Farber Cancer Institute, Boston, MA, USA; Harvard Medical School, Boston, MA, USA; Department of Medicine, Brigham & Women's Hospital, Boston, MA, USA; Department of Psychiatry, Brigham and Women's Hospital, Boston, MA, USA
| | - Rachelle E Bernacki
- Ariadne Labs, Brigham and Women's Hospital & Harvard T. H. Chan School of Public Health, Boston, MA, USA; Department of Psychosocial Oncology and Palliative Care, Dana-Farber Cancer Institute, Boston, MA, USA; Harvard Medical School, Boston, MA, USA; Department of Medicine, Brigham & Women's Hospital, Boston, MA, USA
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