OBJECTIVES: We sought to determine the associations between fragmented ambulatory care and subsequent emergency department (ED) visits and hospital admissions, while considering possible interactions between fragmentation and number of chronic conditions. STUDY DESIGN: We conducted a cohort study over 3 years among 117,977 fee-for-service Medicare beneficiaries who were attributed to primary care physicians in a 7-county region of New York and had 4 or more ambulatory visits in the baseline year. METHODS: We calculated fragmentation scores using a modified Bice-Boxerman Index and, because scores were skewed, divided them into quintiles. We used Cox regression models to determine associations between fragmentation and ED visits and, separately, hospital admissions, stratifying by number of chronic conditions and adjusting for age, gender, number of ambulatory visits, and case mix. RESULTS: Among those with 1 to 2 or 3 to 4 chronic conditions, having the most (vs the least) fragmented care significantly increased the hazard of an ED visit and, separately, increased the hazard of an admission (adjusted P <.05 for each comparison). Among those with 5 or more chronic conditions, having the most fragmented care significantly increased the hazard of an ED visit but decreased the hazard of an admission (adjusted P <.05 for each comparison). Among those with 0 chronic conditions, having fragmented care was not associated with either outcome. CONCLUSIONS: The relationship between fragmented ambulatory care and subsequent utilization varies with the number of chronic conditions. Beneficiaries with a moderate burden of chronic conditions (1-2 or 3-4) appear to be at highest risk of excess ED visits and admissions due to fragmented care.
OBJECTIVES: We sought to determine the associations between fragmented ambulatory care and subsequent emergency department (ED) visits and hospital admissions, while considering possible interactions between fragmentation and number of chronic conditions. STUDY DESIGN: We conducted a cohort study over 3 years among 117,977 fee-for-service Medicare beneficiaries who were attributed to primary care physicians in a 7-county region of New York and had 4 or more ambulatory visits in the baseline year. METHODS: We calculated fragmentation scores using a modified Bice-Boxerman Index and, because scores were skewed, divided them into quintiles. We used Cox regression models to determine associations between fragmentation and ED visits and, separately, hospital admissions, stratifying by number of chronic conditions and adjusting for age, gender, number of ambulatory visits, and case mix. RESULTS: Among those with 1 to 2 or 3 to 4 chronic conditions, having the most (vs the least) fragmented care significantly increased the hazard of an ED visit and, separately, increased the hazard of an admission (adjusted P <.05 for each comparison). Among those with 5 or more chronic conditions, having the most fragmented care significantly increased the hazard of an ED visit but decreased the hazard of an admission (adjusted P <.05 for each comparison). Among those with 0 chronic conditions, having fragmented care was not associated with either outcome. CONCLUSIONS: The relationship between fragmented ambulatory care and subsequent utilization varies with the number of chronic conditions. Beneficiaries with a moderate burden of chronic conditions (1-2 or 3-4) appear to be at highest risk of excess ED visits and admissions due to fragmented care.
Authors: Donna M Zulman; Liberty Greene; Cindie Slightam; Sara J Singer; Matthew L Maciejewski; Mary K Goldstein; Megan E Vanneman; Jean Yoon; Ranak B Trivedi; Todd Wagner; Steven M Asch; Derek Boothroyd Journal: Health Serv Res Date: 2022-03-11 Impact factor: 3.734
Authors: Lisa M Kern; Evgeniya Reshetnyak; Lisandro D Colantonio; Paul M Muntner; J David Rhodes; Lawrence P Casalino; Mangala Rajan; Michael Pesko; Laura C Pinheiro; Monika M Safford Journal: J Gen Intern Med Date: 2020-07-27 Impact factor: 5.128
Authors: Lisa M Kern; Joanna B Ringel; Mangala Rajan; Lisandro D Colantonio; Lawrence P Casalino; Laura C Pinheiro; Evgeniya Reshetnyak; Monika M Safford Journal: Med Care Date: 2021-04-01 Impact factor: 3.178
Authors: Une Elisabeth Stømer; Astrid Klopstad Wahl; Lasse Gunnar Gøransson; Kristin Hjorthaug Urstad Journal: BMC Nephrol Date: 2020-07-29 Impact factor: 2.388
Authors: Lisa M Kern; Mangala Rajan; Lisandro D Colantonio; Evgeniya Reshetnyak; Joanna Bryan Ringel; Paul M Muntner; Lawrence P Casalino; Laura C Pinheiro; Monika M Safford Journal: BMC Health Serv Res Date: 2021-02-17 Impact factor: 2.655
Authors: Laura C Pinheiro; Evgeniya Reshetnyak; Monika M Safford; David Nanus; Lisa M Kern Journal: J Cancer Surviv Date: 2020-09-08 Impact factor: 4.442
Authors: Lisa M Kern; Mangala Rajan; Joanna Bryan Ringel; Lisandro D Colantonio; Paul M Muntner; Lawrence P Casalino; Michael Pesko; Evgeniya Reshetnyak; Laura C Pinheiro; Monika M Safford Journal: J Gen Intern Med Date: 2020-11-02 Impact factor: 6.473