Literature DB >> 33694072

Predictive Model-Driven Hotspotting to Decrease Emergency Department Visits: a Randomized Controlled Trial.

Brady Post1, Jeremy Lapedis2, Karandeep Singh3, Paul Valenstein4, Ayşe G Büyüktür5, Karin Teske4, Andrew M Ryan6,7.   

Abstract

BACKGROUND: Emergency department (ED) visits contribute substantially to health care expenditures. Case management has been proposed as a strategy to address the medical and social needs of complex patients. However, strong research designs to evaluate the effectiveness of such interventions are limited.
OBJECTIVES: To evaluate whether a community-based case management program was associated with reduced ED utilization among complex patients.
DESIGN: Patients whose risk exceeded a threshold were randomly assigned to a group offered case management or to the control group. Assignment occurred at five intervals between November 2017 and January 2019. Program effectiveness for all assigned patients was assessed using an intention-to-treat effect. Program effectiveness among those who received treatment was assessed using a local average treatment effect, estimated using instrumental variables. Both estimators were adjusted for baseline characteristics using linear models. PARTICIPANTS: Adults over age 18 with at least one health care encounter with Michigan Medicine or St. Joseph Mercy Health System between June 2, 2016, and November 27, 2018.
INTERVENTIONS: Intervention arm participants (n = 486) were offered coordinated case management across medical, mental health, and social service organizations. Control arm participants (n = 409) received usual care. MAIN MEASURES: The primary outcome was the number of ED visits in the 6 months following randomization into the study. Secondary outcomes were 6-month counts of inpatient and outpatient visits. KEY
RESULTS: Of the 486 patients assigned to the intervention, 131 (27%) consented to receive case management. The intention-to-treat effect on ED visits was + 0.14 (95% CI: - 0.27 to + 0.55). The local average treatment effect among those who consented and received case management was + 0.53 (95% CI: - 1.00 to + 2.05). Intention-to-treat and local average treatment effects were not significant for secondary outcomes.
CONCLUSIONS: The community case management intervention targeting ED visits was not associated with reduced utilization. Future case management interventions may benefit from additional patient engagement strategies and longer evaluation time periods. TRIAL REGISTRATION: Clinicaltrials.gov Identifier: NCT03293160.
© 2021. Society of General Internal Medicine.

Entities:  

Keywords:  Prior Presentations: None; case management; emergency department; patient; utilization

Mesh:

Year:  2021        PMID: 33694072      PMCID: PMC8390593          DOI: 10.1007/s11606-021-06664-1

Source DB:  PubMed          Journal:  J Gen Intern Med        ISSN: 0884-8734            Impact factor:   6.473


  23 in total

1.  Cost-effectiveness of clinical case management for ED frequent users: results of a randomized trial.

Authors:  Martha Shumway; Alicia Boccellari; Kathy O'Brien; Robert L Okin
Journal:  Am J Emerg Med       Date:  2008-02       Impact factor: 2.469

Review 2.  Effectiveness of interventions targeting frequent users of emergency departments: a systematic review.

Authors:  Fabrice Althaus; Sophie Paroz; Olivier Hugli; William A Ghali; Jean-Bernard Daeppen; Isabelle Peytremann-Bridevaux; Patrick Bodenmann
Journal:  Ann Emerg Med       Date:  2011-07       Impact factor: 5.721

3.  Towards a Learning Health System to Reduce Emergency Department Visits at a Population Level.

Authors:  Elliott Brannon; Tianshi Wang; Jeremy Lapedis; Paul Valenstein; Michael Klinkman; Ellen Bunting; Alice Stanulis; Karandeep Singh
Journal:  AMIA Annu Symp Proc       Date:  2018-12-05

4.  Interventions to Decrease Use in Prehospital and Emergency Care Settings Among Super-Utilizers in the United States: A Systematic Review.

Authors:  Samantha Iovan; Paula M Lantz; Katie Allan; Mahshid Abir
Journal:  Med Care Res Rev       Date:  2019-04-26       Impact factor: 3.929

5.  Psychiatric status, somatisation, and health care utilization of frequent attenders at the emergency department: a comparison with routine attenders.

Authors:  E R Williams; E Guthrie; K Mackway-Jones; M James; B Tomenson; J Eastham; D McNally
Journal:  J Psychosom Res       Date:  2001-03       Impact factor: 3.006

6.  Patient Navigation for Patients Frequently Visiting the Emergency Department: A Randomized, Controlled Trial.

Authors:  David Seaberg; Stanton Elseroad; Michael Dumas; Sudave Mendiratta; Jessica Whittle; Cheryl Hyatte; Jan Keys
Journal:  Acad Emerg Med       Date:  2017-09-23       Impact factor: 3.451

7.  Frequent emergency department visitors are frequent primary care visitors and report unmet primary care needs.

Authors:  Amy Cunningham; Dawn Mautner; Bon Ku; Kevin Scott; Marianna LaNoue
Journal:  J Eval Clin Pract       Date:  2016-11-08       Impact factor: 2.431

8.  Trends and characteristics of US emergency department visits, 1997-2007.

Authors:  Ning Tang; John Stein; Renee Y Hsia; Judith H Maselli; Ralph Gonzales
Journal:  JAMA       Date:  2010-08-11       Impact factor: 56.272

9.  An analysis of frequent users of emergency care at an urban university hospital.

Authors:  R H Lucas; S M Sanford
Journal:  Ann Emerg Med       Date:  1998-11       Impact factor: 5.721

10.  An IV for the RCT: using instrumental variables to adjust for treatment contamination in randomised controlled trials.

Authors:  Jeremy B Sussman; Rodney A Hayward
Journal:  BMJ       Date:  2010-05-04
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  1 in total

1.  Acute Care Utilization After Recovery Coaching Linkage During Substance-Related Inpatient Admission: Results of Two Randomized Controlled Trials.

Authors:  Julia A Cupp; Kaileigh A Byrne; Kristin Herbert; Prerana J Roth
Journal:  J Gen Intern Med       Date:  2022-03-16       Impact factor: 6.473

  1 in total

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