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Viswanathan M, Kennedy SM, Sathe N, Eder ML, Ng V, Kugley S, Lewis MA, Gottlieb LM. Evaluating Intensity, Complexity, and Potential for Causal Inference in Social Needs Interventions: A Review of a Scoping Review. JAMA Netw Open 2024; 7:e2417994. [PMID: 38904959 DOI: 10.1001/jamanetworkopen.2024.17994] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 06/22/2024] Open
Abstract
Importance Interventions that address needs such as low income, housing instability, and safety are increasingly appearing in the health care sector as part of multifaceted efforts to improve health and health equity, but evidence relevant to scaling these social needs interventions is limited. Objective To summarize the intensity and complexity of social needs interventions included in randomized clinical trials (RCTs) and assess whether these RCTs were designed to measure the causal effects of intervention components on behavioral, health, or health care utilization outcomes. Evidence Review This review of a scoping review was based on a Patient-Centered Outcomes Research Institute-funded evidence map of English-language US-based RCTs of social needs interventions published between January 1, 1995, and April 6, 2023. Studies were assessed for features related to intensity (defined using modal values as providing as-needed interaction, 8 participant contacts or more, contacts occurring every 2 weeks or more often, encounters of 30 minutes or longer, contacts over 6 months or longer, or home visits), complexity (defined as addressing multiple social needs, having dedicated staff, involving multiple intervention components or practitioners, aiming to change multiple participant behaviors [knowledge, action, or practice], requiring or providing resources or active assistance with resources, and permitting tailoring), and the ability to assess causal inferences of components (assessing interventions, comparators, and context). Findings This review of a scoping review of social needs interventions identified 77 RCTs in 93 publications with a total of 135 690 participants. Most articles (68 RCTs [88%]) reported 1 or more features of high intensity. All studies reported 1 or more features indicative of high complexity. Because most studies compared usual care with multicomponent interventions that were moderately or highly dependent on context and individual factors, their designs permitted causal inferences about overall effectiveness but not about individual components. Conclusions and Relevance Social needs interventions are complex, intense, and include multiple components. Our findings suggest that RCTs of these interventions address overall intervention effectiveness but are rarely designed to distinguish the causal effects of specific components despite being resource intensive. Future studies with hybrid effectiveness-implementation and sequential designs, and more standardized reporting of intervention intensity and complexity could help stakeholders assess the return on investment of these interventions.
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Affiliation(s)
| | - Sara M Kennedy
- RTI International, Research Triangle Park, North Carolina
| | - Nila Sathe
- RTI International, Research Triangle Park, North Carolina
| | - Michelle L Eder
- Kaiser Permanente Center for Health Research, Portland, Oregon
| | - Valerie Ng
- RTI International, Research Triangle Park, North Carolina
| | - Shannon Kugley
- RTI International, Research Triangle Park, North Carolina
| | - Megan A Lewis
- RTI International, Research Triangle Park, North Carolina
| | - Laura M Gottlieb
- Department of Family and Community Medicine, University of California, San Francisco
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Finkelstein A, Cantor JC, Gubb J, Koller M, Truchil A, Zhou RA, Doyle J. The Camden Coalition Care Management Program Improved Intermediate Care Coordination: A Randomized Controlled Trial. Health Aff (Millwood) 2024; 43:131-139. [PMID: 38118060 DOI: 10.1377/hlthaff.2023.01151] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/22/2023]
Abstract
When a randomized evaluation finds null results, it is important to understand why. We investigated two very different explanations for the finding from a randomized evaluation that the Camden Coalition's influential care management program-which targeted high-use, high-need patients in Camden, New Jersey-did not reduce hospital readmissions. One explanation is that the program's underlying theory of change was not right, meaning that intensive care coordination may have been insufficient to change patient outcomes. Another explanation is a failure of implementation, suggesting that the program may have failed to achieve its goals but could have succeeded if it had been implemented with greater fidelity. To test these two explanations, we linked study participants to Medicaid data, which covered 561 (70 percent) of the original 800 participants, to examine the program's impact on facilitating postdischarge ambulatory care-a key element of care coordination. We found that the program increased ambulatory visits by 15 percentage points after fourteen days postdischarge, driven by an increase in primary care; these effects persisted through 365 days. These results suggest that care coordination alone may be insufficient to reduce readmissions for patients with high rates of hospital admissions and medically and socially complex conditions.
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Affiliation(s)
- Amy Finkelstein
- Amy Finkelstein , Massachusetts Institute of Technology, Cambridge, Massachusetts
| | - Joel C Cantor
- Joel C. Cantor, Rutgers University, New Brunswick, New Jersey
| | - Jesse Gubb
- Jesse Gubb, Massachusetts Institute of Technology
| | | | | | | | - Joseph Doyle
- Joseph Doyle, Massachusetts Institute of Technology
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Chartrand J, Shea B, Hutton B, Dingwall O, Kakkar A, Chartrand M, Poulin A, Backman C. Patient- and family-centred care transition interventions for adults: a systematic review and meta-analysis of RCTs. Int J Qual Health Care 2023; 35:mzad102. [PMID: 38147502 PMCID: PMC10750974 DOI: 10.1093/intqhc/mzad102] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/04/2023] [Revised: 11/22/2023] [Accepted: 12/19/2023] [Indexed: 12/28/2023] Open
Abstract
Although patient centredness is part of providing high-quality health care, little is known about the effectiveness of care transition interventions that involve patients and their families on readmissions to the hospital or emergency visits post-discharge. This systematic review (SR) aimed to examine the evidence on patient- and family-centred (PFC) care transition interventions and evaluate their effectiveness on adults' hospital readmissions and emergency department (ED) visits after discharge. Searches of Medline, CINAHL, and Embase databases were conducted from the earliest available online year of indexing up to and including 14 March 2021. The studies included: (i) were about care transitions (hospital to home) of ≥18-year-old patients; (ii) had components of patient-centred care and care transition frameworks; (iii) reported on one or more outcomes were among hospital readmissions and ED visits after discharge; and (iv) were cluster-, pilot- or randomized-controlled trials published in English or French. Study selection, data extraction, and risk of bias assessment were completed by two independent reviewers. A narrative synthesis was performed, and pooled odd ratios, standardized mean differences, and mean differences were calculated using a random-effects meta-analysis. Of the 10,021 citations screened, 50 trials were included in the SR and 44 were included in the meta-analyses. Care transition intervention types included health assessment, symptom and disease management, medication reconciliation, discharge planning, risk management, complication detection, and emotional support. Results showed that PFC care transition interventions significantly reduced the risk of hospital readmission rates compared to usual care [incident rate ratio (IRR), 0.86; 95% confidence interval (CI), 0.75-0.98; I2 = 73%] regardless of time elapsed since discharge. However, these same interventions had minimal impact on the risk of ED visit rates compared to usual care group regardless of time passed after discharge (IRR, 1.00; 95% CI, 0.85-1.18; I2 = 29%). PFC care transition interventions containing a greater number of patient-centred care (IRR, 0.73; 95% CI, 0.57-0.94; I2 = 59%) and care transition components (IRR, 0.76; 95% CI, 0.64-0.91; I2 = 4%) significantly decreased the risk of patients being readmitted. However, these interventions did not significantly increase the risk of patients visiting the ED after discharge (IRR, 1.54; CI 95%, 0.91-2.61). Future interventions should focus on patients' and families' values, beliefs, needs, preferences, race, age, gender, and social determinants of health to improve the quality of adults' care transitions.
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Affiliation(s)
- Julie Chartrand
- School of Nursing, University of Ottawa, 200 Lees Avenue, Ottawa, Ontario K1N 6N5, Canada
| | - Beverley Shea
- School of Epidemiology and Public Health, University of Ottawa, 600 Peter Moran Crescent, Ottawa, Ontario K1G 5Z3, Canada
- Clinical Epidemiology Program, Ottawa Hospital Research Institute, 501 Smyth Road, Ottawa, Ontario K1H 8L6, Canada
- Bruyère Research Institute, Bruyère Continuing Care, 85 Primerose Avenue, Ottawa, Ontario K1R 6M1, Canada
| | - Brian Hutton
- School of Epidemiology and Public Health, University of Ottawa, 600 Peter Moran Crescent, Ottawa, Ontario K1G 5Z3, Canada
- Clinical Epidemiology Program, Ottawa Hospital Research Institute, 501 Smyth Road, Ottawa, Ontario K1H 8L6, Canada
| | - Orvie Dingwall
- Neil John Maclean Health Sciences Library, University of Manitoba, 727 McDermot Avenue, Winnipeg, Manitoba R3E 3P5, Canada
- School of Psychology, University of Ottawa, 136 Jean-Jacques Lussier Private, Ottawa, Ontario K1N 6N5, Canada
| | - Anupriya Kakkar
- School of Psychology, University of Ottawa, 136 Jean-Jacques Lussier Private, Ottawa, Ontario K1N 6N5, Canada
| | - Mariève Chartrand
- Collège La Cité, 801 Aviation Parkway, Ottawa, Ontario K1K 4R3, Canada
| | - Ariane Poulin
- School of Nursing, University of Ottawa, 200 Lees Avenue, Ottawa, Ontario K1N 6N5, Canada
| | - Chantal Backman
- School of Nursing, University of Ottawa, 200 Lees Avenue, Ottawa, Ontario K1N 6N5, Canada
- Clinical Epidemiology Program, Ottawa Hospital Research Institute, 501 Smyth Road, Ottawa, Ontario K1H 8L6, Canada
- Care of the Elderly, Bruyère Continuing Care, 43 Bruyère Street, Ottawa, Ontario K1N 5C8, Canada
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Walsh DW. Letter to the Editor in Response to: An Intensive Intervention to Reduce Readmissions for Frequently Hospitalized Patients: the CHAMP Randomized Control Trial. J Gen Intern Med 2023; 38:1307-1308. [PMID: 36749432 PMCID: PMC10110772 DOI: 10.1007/s11606-023-08053-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/04/2022] [Accepted: 01/23/2023] [Indexed: 02/08/2023]
Affiliation(s)
- David W Walsh
- Division of Hospital Medicine, Medical College of Georgia at Augusta University, Augusta, GA, USA.
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Yan AF, Chen Z, Wang Y, Campbell JA, Xue QL, Williams MY, Weinhardt LS, Egede LE. Effectiveness of Social Needs Screening and Interventions in Clinical Settings on Utilization, Cost, and Clinical Outcomes: A Systematic Review. Health Equity 2022; 6:454-475. [PMID: 35801145 PMCID: PMC9257553 DOI: 10.1089/heq.2022.0010] [Citation(s) in RCA: 42] [Impact Index Per Article: 21.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 05/14/2022] [Indexed: 11/16/2022] Open
Abstract
Objective: This systematic review examined and synthesized peer-reviewed research studies that reported the process of integrating social determinants of health (SDOH) or social needs screening into electronic health records (EHRs) and the intervention effects in the United States. Methods: Following PRISMA (Preferred Reporting Items for Systematic Reviews and Meta-Analysis) guidelines, a systematic search of Scopus, Web of Science Core Collection, MEDLINE, and Cochrane Central Register of Clinical Trials was performed. English language peer-reviewed studies that reported the process of integrating SDOH or social needs screening into EHRs within the U.S. health systems and published between January 2015 and December 2021 were included. The review focused on process measures, social needs changes, health outcomes, and health care cost and utilization. Results: In total, 28 studies were included, and half were randomized controlled trials. The majority of the studies targeted multiple SDOH domains. The interventions vary by the levels of intensity of their approaches and heterogeneities in outcome measures. Most studies (82%, n=23) reported the findings related to the process measures, and nearly half (43%, n=12) reported outcomes related to social needs. By contrast, only 39% (n=11) and 32% (n=9) of the studies reported health outcomes and impact on health care cost and utilization, respectively. Findings on patients' social needs change demonstrated improved access to resources. However, findings were mixed on intervention effects on health and health care cost and utilization. We also identified gaps in implementation challenges to be overcome. Conclusion: Our review supports the current policy efforts to increase U.S. health systems' investment toward directly addressing SDOH. While effective interventions can be more complex or resource intensive than an online referral, health care organizations hoping to achieve health equity and improve population health must commit the effort and investment required to achieve this goal.
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Affiliation(s)
- Alice F. Yan
- Center for Advancing Population Science (CAPS), Division of Internal Medicine, Department of Medicine, Medical College of Wisconsin, Wauwatosa, Wisconsin, USA
| | - Zhuo Chen
- Department of Health Policy and Management, College of Public Health, University of Georgia, Athens, Georgia, USA
| | - Yang Wang
- China Center for Health Development Studies, Peking University, Beijing, China
| | - Jennifer A. Campbell
- Center for Advancing Population Science (CAPS), Division of Internal Medicine, Department of Medicine, Medical College of Wisconsin, Wauwatosa, Wisconsin, USA
| | - Qian-Li Xue
- Division of Geriatric Medicine and Gerontology, Department of Medicine and the Center on Aging and Health, School of Medicine, The Johns Hopkins University, Baltimore, Maryland, USA
| | - Michelle Y. Williams
- Division of Research, Nursing and Patient Care Services, Stanford Health Care, Palo Alto, California, USA
| | - Lance S. Weinhardt
- Joseph J. Zilber School of Public Health, University of Wisconsin Milwaukee, Milwaukee, Wisconsin, USA
| | - Leonard E. Egede
- Center for Advancing Population Science (CAPS), Division of Internal Medicine, Department of Medicine, Medical College of Wisconsin, Wauwatosa, Wisconsin, USA
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