Crystal Guo, Timothy T Brown, Hector P Rodriguez, Margae Knox, Mark D Fleming, Elizabeth A Hernandez, Daniel M Brown, Amanda L Brewster
{"title":"Intensity of Social Needs Case Management Services and Changes in Hospital and Emergency Department Use Among Adult Medicaid Beneficiaries.","authors":"Crystal Guo, Timothy T Brown, Hector P Rodriguez, Margae Knox, Mark D Fleming, Elizabeth A Hernandez, Daniel M Brown, Amanda L Brewster","doi":"10.1097/MLR.0000000000002071","DOIUrl":null,"url":null,"abstract":"<p><strong>Objectives: </strong>We identify the association between high- and low-intensity case management services on hospital and emergency department (ED) use among CommunityConnect patients.</p><p><strong>Background: </strong>Social needs case management services vary in intensity, including the modality, workforce specialization, and maximum caseload. CommunityConnect is a social needs case management program implemented by Contra Costa Health, a county safety-net health system in California's San Francisco Bay Area.</p><p><strong>Methods: </strong>Due to the endogeneity of high-intensity services assigned to high-risk patients, we instrument for service intensity using the number of specialist case managers hired each month of enrollment. Zero-inflated negative binomial models with 2-stage residual inclusion estimated total and avoidable hospital admissions and ED visits 12 months post-enrollment for adult Medicaid beneficiaries enrolled between August 2017 and December 2018 (n = 19,782).</p><p><strong>Results: </strong>Compared with low-intensity case management, high-intensity services were associated with a reduction in the incidence rates of inpatient admissions [incidence rate ratio (IRR) = 0.341, 95% CI: 0.106-1.102; P = 0.072], ED visits (IRR = 0.608, 95% CI: 0.188-1.965; P = 0.058), and avoidable ED visits (IRR = 0.579, 95% CI: 0.179-1.872; P = 0.091). No significant association was found between service intensity and the likelihood of an event being an excess zero.</p><p><strong>Conclusions: </strong>High-intensity social needs case management may be more effective than low-intensity service at reducing health care use for individuals with non-zero use, suggesting that intensive case management may be especially helpful in supporting discharge and transitions of care.</p>","PeriodicalId":3,"journal":{"name":"ACS Applied Electronic Materials","volume":null,"pages":null},"PeriodicalIF":4.3000,"publicationDate":"2024-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"ACS Applied Electronic Materials","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.1097/MLR.0000000000002071","RegionNum":3,"RegionCategory":"材料科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"2024/10/9 0:00:00","PubModel":"Epub","JCR":"Q1","JCRName":"ENGINEERING, ELECTRICAL & ELECTRONIC","Score":null,"Total":0}
引用次数: 0
Abstract
Objectives: We identify the association between high- and low-intensity case management services on hospital and emergency department (ED) use among CommunityConnect patients.
Background: Social needs case management services vary in intensity, including the modality, workforce specialization, and maximum caseload. CommunityConnect is a social needs case management program implemented by Contra Costa Health, a county safety-net health system in California's San Francisco Bay Area.
Methods: Due to the endogeneity of high-intensity services assigned to high-risk patients, we instrument for service intensity using the number of specialist case managers hired each month of enrollment. Zero-inflated negative binomial models with 2-stage residual inclusion estimated total and avoidable hospital admissions and ED visits 12 months post-enrollment for adult Medicaid beneficiaries enrolled between August 2017 and December 2018 (n = 19,782).
Results: Compared with low-intensity case management, high-intensity services were associated with a reduction in the incidence rates of inpatient admissions [incidence rate ratio (IRR) = 0.341, 95% CI: 0.106-1.102; P = 0.072], ED visits (IRR = 0.608, 95% CI: 0.188-1.965; P = 0.058), and avoidable ED visits (IRR = 0.579, 95% CI: 0.179-1.872; P = 0.091). No significant association was found between service intensity and the likelihood of an event being an excess zero.
Conclusions: High-intensity social needs case management may be more effective than low-intensity service at reducing health care use for individuals with non-zero use, suggesting that intensive case management may be especially helpful in supporting discharge and transitions of care.