Key result
No individual social variables were found to be significantly predictive of time to 30-day hospital readmission, with regression modeling demonstrating poor correlation (R-squared = 0.2189).
Why the study?
The study was conducted to evaluate social factors associated with 30-day readmission and determine which factors are significantly associated with time to hospital readmission.
Observational (n=117)
No
Effect estimate: R-squared = 0.2189
p-value: p=>0.05
Individual social determinants of health were not predictive of time to 30-day hospital readmission in this single-center cohort, highlighting the complex interaction of social factors with health outcomes.
Clause 1 (Clinical meaning/caution):* Individual social determinants should not be.
Objective: An evaluation of social factors associated with 30-day readmission was undertaken at our institution to determine which factors would be significantly associated with time to hospital readmission.Methods: Prospective observational study at an academic tertiary care hospital in the mid-Atlantic region of patients who were readmitted within 30 days of their last inpatient discharge. The electronic health record in conjunction with the regional hospital information system was used to generate a daily report to identify a convenience sample of readmitted patients. Using a standardized interview, data on 117 patients were collected for an exploratory analysis of social factors associated with readmission.Results: Regression modeling demonstrated poor correlation with prediction of time to readmission (R-squared = 0.2189). No individual social variables were found to be significant for influencing time to readmission (all p-values > .05). Common social factors were seen within the population affecting their utilization and access of healthcare. Poly-pharmacy was found in the majority of patients. Self-reported medication adherence was good, except with regards to mental health medication compliance. 97% of patients reported filling their prescriptions. 36% of the patients went to their follow-up appointment within 7 days although the vast majority of patients (92%) reported having a primary care doctor. 23% of patients expressed difficulty getting to their follow up appointments.Conclusions: At one single-center tertiary care hospital, there were some common underlying social determinants of health that may be related to readmission; however, no factors in isolation were predictive of hospital readmission. While there are common themes among readmitted populations, particularly in regard to factors driven by poverty, it is likely that the complex interaction of social factors with health continues to limit attempted administrative modeling of these data.
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Wilson et al. (2019) conducted an observational in 30-day hospital readmission (n=117). Social determinants of health was evaluated on Time to readmission (total number of days from discharge to readmission) (R-squared = 0.2189, p=>0.05). No individual social variables were found to be significantly predictive of time to 30-day hospital readmission, with regression modeling demonstrating poor correlation (R-squared = 0.2189).
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