1
|
Brady N, Liang Y, Seidl KL, Marcozzi D, Stryckman B, Gingold DB. Association of Timely Outpatient Follow-Up and Readmission Risk in a Mobile Integrated Health Program. Popul Health Manag 2024; 27:249-256. [PMID: 38682441 DOI: 10.1089/pop.2024.0020] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/01/2024] Open
Abstract
The objective was to identify medical conditions associated with 30-day readmission, determine patient characteristics for which outpatient follow-up is most associated with reduced readmission, and evaluate how readmission risk changes with time to outpatient follow-up within a mobile integrated health-community paramedicine (MIH-CP) program. This retrospective observational study used data from 1,118 adult patient enrollments in a MIH-CP program operating in Baltimore, Maryland, from May 14, 2018, to December 21, 2021. Bivariate analysis identified chronic disease exacerbations associated with higher 30-day readmission risk. Kaplan-Meier curves and Cox proportional hazard regressions were used to measure how hazard of readmission changes with outpatient follow-up and how that association may vary with other factors. Receiver operating characteristic analysis was used to evaluate how well time to follow-up could predict 30-day readmission. Timely outpatient follow-up was associated with a significant reduction in hazard of readmission for patients aged 50 and younger and for patients with fewer than 5 social determinants of health needs identified. No significant association between readmission and specific chronic disease exacerbations was observed. An optimal follow-up time frame to reduce readmissions could not be identified. Timely outpatient follow-up may be effective for reducing readmissions in younger patients and patients who are less socially complex. Programs and policies aiming to reduce 30-day readmissions may have more success by expanding efforts to include these patients.
Collapse
Affiliation(s)
- Nicholas Brady
- University of Maryland School of Medicine, Baltimore, Maryland, USA
| | - Yuanyuan Liang
- Department of Epidemiology and Public Health, University of Maryland School of Medicine, Baltimore, Maryland, USA
| | - Kristin L Seidl
- Department of Quality and Safety, University of Maryland Medical Center, Baltimore, USA
- Department of Organizational Systems and Adult Health, University of Maryland School of Nursing, Baltimore, Maryland, USA
| | - David Marcozzi
- Departments of Emergency Medicine and Epidemiology, , University of Maryland School of Medicine, Baltimore, Maryland, USA
| | - Benoit Stryckman
- Department of Emergency Medicine, University of Maryland School of Medicine, Baltimore, Maryland, USA
| | - Daniel B Gingold
- Department of Emergency Medicine, University of Maryland School of Medicine, Baltimore, Maryland, USA
| |
Collapse
|
2
|
Escudero C, Husain A, Arnaout A. Hypoglycemia Unawareness and Recurrent Severe Hypoglycemia in an Individual With Type 1 Diabetes Mellitus on Insulin. AACE Clin Case Rep 2024; 10:101-104. [PMID: 38799042 PMCID: PMC11127593 DOI: 10.1016/j.aace.2024.03.001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/19/2023] [Revised: 02/22/2024] [Accepted: 03/01/2024] [Indexed: 05/29/2024] Open
Abstract
Background/Objective Hypoglycemia unawareness is a complication of recurrent hypoglycemia that can complicate diabetes management and impact quality of life. We present the case of an individual with type 1 diabetes with hypoglycemia unawareness and recurrent severe hypoglycemia requiring emergency intervention. Case Report A 55-year-old man with type 1 diabetes was referred for hypoglycemia unawareness and recurrent hypoglycemia with seizures. Over the prior 4 years he had >400 paramedic responses with 56 hospitalizations. Blood glucose levels ranged between 0.7 and 2.4 mmol/L during these episodes and presenting Hemoglobin A1c (HbA1c) was 4.6% (28 mmol/mol). He was taking insulin glargine daily and aspart with meals via insulin pens with no alternative etiology for his hypoglycemia was identified. The patient expressed difficulty with self-management, social instability, and limited appointment attendance. He was provided a continuous glucose monitor, educational support, and glycemic targets were broadened. After 6 months, HbA1c was 4.6% (28 mmol/mol) and he had 65 paramedic responses. A multidisciplinary team was organized for biweekly follow-up, community outreach, remote technological support, and psychological counseling. After 2 years, the patient had 2 emergency responses and HbA1c was 7.2% (55.2 mmol/mol). Discussion Permissive hyperglycemia, educational interventions, and continuous glucose monitoring are validated strategies for prevention of hypoglycemia. Limiting hypoglycemia is crucial to restore hypoglycemia awareness, and in severe cases may require high intensity follow-up, community outreach, and psychosocial support. Conclusion Hypoglycemia unawareness can complicate hypoglycemia prevention. Severe refractory cases are often multifaceted and may warrant a multidisciplinary approach to identify and target patient-specific needs.
Collapse
Affiliation(s)
- Carlos Escudero
- Faculty of Medicine, University of Ottawa, Ottawa, Ontario, Canada
| | - Alaa Husain
- Faculty of Medicine, University of Ottawa, Ottawa, Ontario, Canada
- Division of Endocrinology and Metabolism, The Ottawa Hospital, Ottawa, Ontario, Canada
| | - Amel Arnaout
- Faculty of Medicine, University of Ottawa, Ottawa, Ontario, Canada
- Division of Endocrinology and Metabolism, The Ottawa Hospital, Ottawa, Ontario, Canada
| |
Collapse
|
3
|
Daniels B, McGinnis C, Topaz LS, Greenwald P, Turchioe MR, Creber RMM, Sharma R. Bridging the digital health divide-patient experiences with mobile integrated health and facilitated telehealth by community-level indicators of health disparity. J Am Med Inform Assoc 2024; 31:875-883. [PMID: 38269583 PMCID: PMC10990509 DOI: 10.1093/jamia/ocae007] [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: 10/09/2023] [Revised: 12/22/2023] [Accepted: 01/10/2024] [Indexed: 01/26/2024] Open
Abstract
OBJECTIVE Evaluate the impact of community tele-paramedicine (CTP) on patient experience and satisfaction relative to community-level indicators of health disparity. MATERIALS AND METHODS This mixed-methods study evaluates patient-reported satisfaction and experience with CTP, a facilitated telehealth program combining in-home paramedic visits with video visits by emergency physicians. Anonymous post-CTP visit survey responses and themes derived from directed content analysis of in-depth interviews from participants of a randomized clinical trial of mobile integrated health and telehealth were stratified into high, moderate, and low health disparity Community Health Districts (CHD) according to the 2018 New York City (NYC) Community Health Survey. RESULTS Among 232 CTP patients, 55% resided in high or moderate disparity CHDs but accounted for 66% of visits between April 2019 and October 2021. CHDs with the highest proportion of CTP visits were more adversely impacted by social determinants of health relative to the NYC average. Satisfaction surveys were completed in 37% of 2078 CTP visits between February 2021 and March 2023 demonstrating high patient satisfaction that did not vary by community-level health disparity. Qualitative interviews conducted with 19 patients identified differing perspectives on the value of CTP: patients in high-disparity CHDs expressed themes aligned with improved health literacy, self-efficacy, and a more engaged health system, whereas those from low-disparity CHDs focused on convenience and uniquely identified redundancies in at-home services. CONCLUSIONS This mixed-methods analysis suggests CTP bridges the digital health divide by facilitating telehealth in communities negatively impacted by health disparities.
Collapse
Affiliation(s)
- Brock Daniels
- Department of Emergency Medicine, Weill Cornell Medicine, New York, NY 10065, United States
- Department of Population Health Sciences, Weill Cornell Medicine, New York, NY 10065, United States
| | - Christina McGinnis
- Department of Population Health Sciences, Weill Cornell Medicine, New York, NY 10065, United States
| | - Leah Shafran Topaz
- Department of Population Health Sciences, Weill Cornell Medicine, New York, NY 10065, United States
| | - Peter Greenwald
- Department of Emergency Medicine, Weill Cornell Medicine, New York, NY 10065, United States
| | | | | | - Rahul Sharma
- Department of Emergency Medicine, Weill Cornell Medicine, New York, NY 10065, United States
| |
Collapse
|
4
|
Quatman CE, Wiseman JM, Dickinson C, Leach MC, Hislop M, Kegelmeyer DA, Kloos AD, Quatman-Yates CC. The role of community paramedicine in fall prevention: A SWOT analysis. J Am Geriatr Soc 2024; 72:512-519. [PMID: 37974544 PMCID: PMC10922653 DOI: 10.1111/jgs.18687] [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: 07/24/2023] [Revised: 10/25/2023] [Accepted: 10/27/2023] [Indexed: 11/19/2023]
Abstract
BACKGROUND Millions of older US adults fall annually, leading to catastrophic injuries, over 32,000 deaths and healthcare costs of over $55 billion. This study evaluated perceived benefits and limitations of using community paramedicine for fall prevention strategies from the lens of older adults, caregivers, and healthcare providers. METHODS Semi-structured focus groups were held with individuals from three stakeholder groups: (1) community-dwelling older adults (age ≥60), (2) caregivers, and (3) healthcare providers. The Strengths-Weaknesses-Opportunities-Threats (SWOT) framework was used to quantitatively analyze stakeholder perceptions of using community paramedicine for fall prevention strategies. RESULTS A total of 10 focus groups were held with 56 participants representing older adults (n = 15), caregivers (n = 16), and healthcare providers (n = 25). Community paramedicine was supported as a model of fall prevention by older adults, caregivers, and healthcare providers. Participants identified strengths such as visibility to the home environment, ability to implement home modifications, implicit trust in emergency medical services (EMS), and capacity to redirect resources toward prevention. Additionally, participants acknowledged opportunities such as providing continuity of care across the healthcare spectrum, improving quality and safety of care and potentially reducing unnecessary emergency department use. Participants endorsed weaknesses and threats such as funding, concerns of patients about stigma, and struggles with medical data integration. CONCLUSIONS The results of this study illuminate the opportunity to leverage community paramedicine to address a variety of perceived barriers in order to design and implement better solutions for fall prevention efforts.
Collapse
Affiliation(s)
- Carmen E. Quatman
- Division of Trauma, Department of Orthopaedics, The Ohio State University College of Medicine, Columbus, OH, USA
| | - Jessica M. Wiseman
- Division of Trauma, Department of Orthopaedics, The Ohio State University College of Medicine, Columbus, OH, USA
| | - Chandler Dickinson
- Division of Physical Therapy, School of Health and Rehabilitation Sciences, The Ohio State University College of Medicine, Columbus, OH, USA
| | - Monica C. Leach
- Division of Physical Therapy, School of Health and Rehabilitation Sciences, The Ohio State University College of Medicine, Columbus, OH, USA
| | - Michelle Hislop
- Division of Physical Therapy, School of Health and Rehabilitation Sciences, The Ohio State University College of Medicine, Columbus, OH, USA
| | - Deb A. Kegelmeyer
- Division of Physical Therapy, School of Health and Rehabilitation Sciences, The Ohio State University College of Medicine, Columbus, OH, USA
| | - Anne D. Kloos
- Division of Physical Therapy, School of Health and Rehabilitation Sciences, The Ohio State University College of Medicine, Columbus, OH, USA
| | - Catherine C. Quatman-Yates
- Division of Physical Therapy, School of Health and Rehabilitation Sciences, The Ohio State University College of Medicine, Columbus, OH, USA
- Chronic Brain Injury Program, The Ohio State University, Columbus, OH, USA
- The Ohio State University Sports Medicine Research Institute, Columbus, OH, USA
| |
Collapse
|
5
|
Asano Y, Fujimoto A, Hatano K, Sato K, Atsumi T, Enoki H, Okanishi T. Non-1st seizure was less severe than 1st seizure with non-urgent level among suspected seizures transferred by ambulance. PLoS One 2023; 18:e0290783. [PMID: 37643171 PMCID: PMC10464987 DOI: 10.1371/journal.pone.0290783] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/16/2022] [Accepted: 08/15/2023] [Indexed: 08/31/2023] Open
Abstract
BACKGROUND To prioritize emergency medical calls for ambulance transport for patients with suspected seizures, information about whether the event is their 1st or non-1st seizure is important. However, little is known about the difference between 1st and non-1st seizures in terms of severity. We hypothesized that patients transferred multiple times (≥2 times) would represent a milder scenario than patients on their first transfer. The purpose of this study was to compare patients with suspected seizures on 1st transfer by ambulance and patients who had been transferred ≥2 times. METHODS We statistically compared severity of suspected seizures between two groups of patients with suspected seizures transferred between December 2014 and November 2019 (before the coronavirus disease 2019 pandemic) to our facility by ambulance for either the first time (1st Group) or at least the second time (Non-1st Group). Severity categories were defined as: Level 1 = life-threatening; Level 2 = emergent, needing admission to the intensive care unit; Level 3 = urgent, needing admission to a hospital general ward; Level 4 = less urgent, needing intervention but not hospitalization; and Level 5 = non-urgent, not needing intervention. RESULTS Among 5996 patients with suspected seizures conveyed to the emergency department by ambulance a total of 14,263 times during the study period, 1222 times (8.6%) and 636 patients (11%) met the criteria. Severity grade of suspected seizures ranged from 1 to 5 (median, 4; interquartile range, 3-4) for the 1st Group and from 1 to 5 (median, 5; interquartile range, 4-5) for the Non-1st Group. Most severe grade ranged from 1 to 5 (median, 4; interquartile range, 4-5) for the Non-1st Group. Severity grade differed significantly between groups (p < 0.001, Mann-Whitney U-test). Uni- and multivariate logistic regression tests also suggested a significant difference (p < 0.001) in severity grades. CONCLUSION In direct comparisons, grade of suspected seizure severity was lower in the Non-1st Group than in the 1st Group.
Collapse
Affiliation(s)
- Yotaro Asano
- Hamamatsu University School of Medicine, Shizuoka, Japan
| | - Ayataka Fujimoto
- Comprehensive Epilepsy Center, Seirei Hamamatsu General Hospital, Shizuoka, Japan
| | - Keisuke Hatano
- Comprehensive Epilepsy Center, Seirei Hamamatsu General Hospital, Shizuoka, Japan
| | - Keishiro Sato
- Comprehensive Epilepsy Center, Seirei Hamamatsu General Hospital, Shizuoka, Japan
| | - Takahiro Atsumi
- Department of Emergency Medicine, Seirei Hamamatsu General Hospital, Shizuoka, Japan
| | - Hideo Enoki
- Comprehensive Epilepsy Center, Seirei Hamamatsu General Hospital, Shizuoka, Japan
| | - Tohru Okanishi
- Division of Child Neurology, Department of Brain and Neurosciences, Faculty of Medicine, Tottori University, Yonago, Japan
| |
Collapse
|