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Nevin Manimala Statistics

Detecting Variation in Clinical Practice Patterns for Geriatric Trauma Care Using Social Network Analysis

Ann Surg. 2023 Jul 3. doi: 10.1097/SLA.0000000000005983. Online ahead of print.

ABSTRACT

OBJECTIVE: To characterize hospital-level professional networks of physicians caring for older trauma patients as a function of trauma patient age distribution.

SUMMARY BACKGROUND DATA: The causal factors associated with between-hospital variation in geriatric trauma outcomes are poorly understood. Variation in physician practice patterns reflected by differences in professional networks might contribute to hospital-level differences in outcomes for older trauma patients.

METHODS: This is a population-based, cross-sectional study of injured older adults (age ≥65) and their physicians from January 1, 2014-December 31, 2015, using Healthcare Cost and Utilization Project inpatient data and Medicare claims from 158 hospitals in Florida. We used social network analyses to characterize hospitals in terms of network density, cohesion, small-worldness, and heterogeneity, then used bivariate statistics to assess the relationship between network characteristics and hospital-level proportion of trauma patients who were age ≥65.

RESULTS: We identified 107,713 older trauma patients and 169,282 patient-physician dyads. The hospital-level proportion of trauma patients who were age ≥65 ranged from 21.5% to 89.1%. Network density, cohesion, and small-worldness in physician networks were positively correlated with hospital geriatric trauma proportions (R=0.29, P<0.001; R =0.16, P=0.048; and R =0.19, P<0.001, respectively). Network heterogeneity was negatively correlated with geriatric trauma proportion (R=0.40, P<0.001).

CONCLUSIONS: Characteristics of professional networks among physicians caring for injured older adults are associated with the hospital-level proportion of trauma patients who are older, indicating differences in practice patterns at hospitals with older trauma populations. Associations between inter-specialty collaboration and patient outcomes should be explored as an opportunity to improve treatment of injured older adults.

PMID:37389887 | DOI:10.1097/SLA.0000000000005983

By Nevin Manimala

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