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Factors Associated With Inpatient Subspecialty Consultation Patterns Among Pediatric Hospitalists
IMPORTANCE: Subspecialty consultation is a frequent, consequential practice in the pediatric inpatient setting. Little is known about factors affecting consultation practices. OBJECTIVES: To identify patient, physician, admission, and systems characteristics that are independently associated with su...
Autores principales: | , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
American Medical Association
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10011930/ https://www.ncbi.nlm.nih.gov/pubmed/36912837 http://dx.doi.org/10.1001/jamanetworkopen.2023.2648 |
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author | Kern-Goldberger, Andrew S. Dalton, Evan M. Rasooly, Irit R. Congdon, Morgan Gunturi, Deepthi Wu, Lezhou Li, Yun Gerber, Jeffrey S. Bonafide, Christopher P. |
author_facet | Kern-Goldberger, Andrew S. Dalton, Evan M. Rasooly, Irit R. Congdon, Morgan Gunturi, Deepthi Wu, Lezhou Li, Yun Gerber, Jeffrey S. Bonafide, Christopher P. |
author_sort | Kern-Goldberger, Andrew S. |
collection | PubMed |
description | IMPORTANCE: Subspecialty consultation is a frequent, consequential practice in the pediatric inpatient setting. Little is known about factors affecting consultation practices. OBJECTIVES: To identify patient, physician, admission, and systems characteristics that are independently associated with subspecialty consultation among pediatric hospitalists at the patient-day level and to describe variation in consultation utilization among pediatric hospitalist physicians. DESIGN, SETTING, AND PARTICIPANTS: This retrospective cohort study of hospitalized children used electronic health record data from October 1, 2015, through December 31, 2020, combined with a cross-sectional physician survey completed between March 3 and April 11, 2021. The study was conducted at a freestanding quaternary children’s hospital. Physician survey participants were active pediatric hospitalists. The patient cohort included children hospitalized with 1 of 15 common conditions, excluding patients with complex chronic conditions, intensive care unit stay, or 30-day readmission for the same condition. Data were analyzed from June 2021 to January 2023. EXPOSURES: Patient (sex, age, race and ethnicity), admission (condition, insurance, year), physician (experience, anxiety due to uncertainty, gender), and systems (hospitalization day, day of week, inpatient team, and prior consultation) characteristics. MAIN OUTCOMES AND MEASURES: The primary outcome was receipt of inpatient consultation on each patient-day. Risk-adjusted consultation rates, expressed as number of patient-days consulting per 100, were compared between physicians. RESULTS: We evaluated 15 922 patient-days attributed to 92 surveyed physicians (68 [74%] women; 74 [80%] with ≥3 years’ attending experience) caring for 7283 unique patients (3955 [54%] male patients; 3450 [47%] non-Hispanic Black and 2174 [30%] non-Hispanic White patients; median [IQR] age, 2.5 ([0.9-6.5] years). Odds of consultation were higher among patients with private insurance compared with those with Medicaid (adjusted odds ratio [aOR], 1.19 [95% CI, 1.01-1.42]; P = .04) and physicians with 0 to 2 years of experience vs those with 3 to 10 years of experience (aOR, 1.42 [95% CI, 1.08-1.88]; P = .01). Hospitalist anxiety due to uncertainty was not associated with consultation. Among patient-days with at least 1 consultation, non-Hispanic White race and ethnicity was associated with higher odds of multiple consultations vs non-Hispanic Black race and ethnicity (aOR, 2.23 [95% CI, 1.20-4.13]; P = .01). Risk-adjusted physician consultation rates were 2.1 times higher in the top quartile of consultation use (mean [SD], 9.8 [2.0] patient-days consulting per 100) compared with the bottom quartile (mean [SD], 4.7 [0.8] patient-days consulting per 100; P < .001). CONCLUSIONS AND RELEVANCE: In this cohort study, consultation use varied widely and was associated with patient, physician, and systems factors. These findings offer specific targets for improving value and equity in pediatric inpatient consultation. |
format | Online Article Text |
id | pubmed-10011930 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | American Medical Association |
record_format | MEDLINE/PubMed |
spelling | pubmed-100119302023-03-15 Factors Associated With Inpatient Subspecialty Consultation Patterns Among Pediatric Hospitalists Kern-Goldberger, Andrew S. Dalton, Evan M. Rasooly, Irit R. Congdon, Morgan Gunturi, Deepthi Wu, Lezhou Li, Yun Gerber, Jeffrey S. Bonafide, Christopher P. JAMA Netw Open Original Investigation IMPORTANCE: Subspecialty consultation is a frequent, consequential practice in the pediatric inpatient setting. Little is known about factors affecting consultation practices. OBJECTIVES: To identify patient, physician, admission, and systems characteristics that are independently associated with subspecialty consultation among pediatric hospitalists at the patient-day level and to describe variation in consultation utilization among pediatric hospitalist physicians. DESIGN, SETTING, AND PARTICIPANTS: This retrospective cohort study of hospitalized children used electronic health record data from October 1, 2015, through December 31, 2020, combined with a cross-sectional physician survey completed between March 3 and April 11, 2021. The study was conducted at a freestanding quaternary children’s hospital. Physician survey participants were active pediatric hospitalists. The patient cohort included children hospitalized with 1 of 15 common conditions, excluding patients with complex chronic conditions, intensive care unit stay, or 30-day readmission for the same condition. Data were analyzed from June 2021 to January 2023. EXPOSURES: Patient (sex, age, race and ethnicity), admission (condition, insurance, year), physician (experience, anxiety due to uncertainty, gender), and systems (hospitalization day, day of week, inpatient team, and prior consultation) characteristics. MAIN OUTCOMES AND MEASURES: The primary outcome was receipt of inpatient consultation on each patient-day. Risk-adjusted consultation rates, expressed as number of patient-days consulting per 100, were compared between physicians. RESULTS: We evaluated 15 922 patient-days attributed to 92 surveyed physicians (68 [74%] women; 74 [80%] with ≥3 years’ attending experience) caring for 7283 unique patients (3955 [54%] male patients; 3450 [47%] non-Hispanic Black and 2174 [30%] non-Hispanic White patients; median [IQR] age, 2.5 ([0.9-6.5] years). Odds of consultation were higher among patients with private insurance compared with those with Medicaid (adjusted odds ratio [aOR], 1.19 [95% CI, 1.01-1.42]; P = .04) and physicians with 0 to 2 years of experience vs those with 3 to 10 years of experience (aOR, 1.42 [95% CI, 1.08-1.88]; P = .01). Hospitalist anxiety due to uncertainty was not associated with consultation. Among patient-days with at least 1 consultation, non-Hispanic White race and ethnicity was associated with higher odds of multiple consultations vs non-Hispanic Black race and ethnicity (aOR, 2.23 [95% CI, 1.20-4.13]; P = .01). Risk-adjusted physician consultation rates were 2.1 times higher in the top quartile of consultation use (mean [SD], 9.8 [2.0] patient-days consulting per 100) compared with the bottom quartile (mean [SD], 4.7 [0.8] patient-days consulting per 100; P < .001). CONCLUSIONS AND RELEVANCE: In this cohort study, consultation use varied widely and was associated with patient, physician, and systems factors. These findings offer specific targets for improving value and equity in pediatric inpatient consultation. American Medical Association 2023-03-13 /pmc/articles/PMC10011930/ /pubmed/36912837 http://dx.doi.org/10.1001/jamanetworkopen.2023.2648 Text en Copyright 2023 Kern-Goldberger AS et al. JAMA Network Open. https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the terms of the CC-BY License. |
spellingShingle | Original Investigation Kern-Goldberger, Andrew S. Dalton, Evan M. Rasooly, Irit R. Congdon, Morgan Gunturi, Deepthi Wu, Lezhou Li, Yun Gerber, Jeffrey S. Bonafide, Christopher P. Factors Associated With Inpatient Subspecialty Consultation Patterns Among Pediatric Hospitalists |
title | Factors Associated With Inpatient Subspecialty Consultation Patterns Among Pediatric Hospitalists |
title_full | Factors Associated With Inpatient Subspecialty Consultation Patterns Among Pediatric Hospitalists |
title_fullStr | Factors Associated With Inpatient Subspecialty Consultation Patterns Among Pediatric Hospitalists |
title_full_unstemmed | Factors Associated With Inpatient Subspecialty Consultation Patterns Among Pediatric Hospitalists |
title_short | Factors Associated With Inpatient Subspecialty Consultation Patterns Among Pediatric Hospitalists |
title_sort | factors associated with inpatient subspecialty consultation patterns among pediatric hospitalists |
topic | Original Investigation |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10011930/ https://www.ncbi.nlm.nih.gov/pubmed/36912837 http://dx.doi.org/10.1001/jamanetworkopen.2023.2648 |
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