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A Prospective Observational Study Assessing the Impacts of Health Literacy and Psychosocial Determinants of Health on 30-day Readmission Risk
Our objective was to assess the utility of an assessment battery capturing health literacy (HL) and biopsychosocial determinants of health in predicting 30-day readmission in comparison to a currently well-adopted readmission risk calculator. We also sought to capture the distribution of inpatient H...
Autores principales: | , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
SAGE Publications
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8855411/ https://www.ncbi.nlm.nih.gov/pubmed/35187225 http://dx.doi.org/10.1177/23743735221079140 |
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author | Deshpande, Ojas A Tawfik, John A Namavar, Aram A Nguyen, KimNgan P Vangala, Sitaram S Romero, Tahmineh Parikh, Neil N Dowling, Erin P |
author_facet | Deshpande, Ojas A Tawfik, John A Namavar, Aram A Nguyen, KimNgan P Vangala, Sitaram S Romero, Tahmineh Parikh, Neil N Dowling, Erin P |
author_sort | Deshpande, Ojas A |
collection | PubMed |
description | Our objective was to assess the utility of an assessment battery capturing health literacy (HL) and biopsychosocial determinants of health in predicting 30-day readmission in comparison to a currently well-adopted readmission risk calculator. We also sought to capture the distribution of inpatient HL, with emphasis on inadequate and marginal HL (an intermediate HL level). A prospective observational study was conducted to obtain HL and biopsychosocial data on general medicine inpatients admitted to the UCLA health system. Five hundred thirty-seven subjects were tracked prospectively for 30-day readmission after index hospitalization. HL was significantly better at predicting readmission compared to LACE + (Length, admission acuity, comorbidities, emergency room visits) alone (P = .013). A multivariate model including education, insurance, and language comfort was a strong predictor of adequate HL (P < .001). In conclusion, HL offered significant improvement in risk stratification in comparison to LACE + alone. Patients with marginal HL were high-risk, albeit difficult to characterize. Incorporating robust HL and biopsychosocial determinant assessments may allow hospital systems to allocate educational resources towards at-risk patients, thereby mitigating readmission risk. |
format | Online Article Text |
id | pubmed-8855411 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | SAGE Publications |
record_format | MEDLINE/PubMed |
spelling | pubmed-88554112022-02-19 A Prospective Observational Study Assessing the Impacts of Health Literacy and Psychosocial Determinants of Health on 30-day Readmission Risk Deshpande, Ojas A Tawfik, John A Namavar, Aram A Nguyen, KimNgan P Vangala, Sitaram S Romero, Tahmineh Parikh, Neil N Dowling, Erin P J Patient Exp Research Article Our objective was to assess the utility of an assessment battery capturing health literacy (HL) and biopsychosocial determinants of health in predicting 30-day readmission in comparison to a currently well-adopted readmission risk calculator. We also sought to capture the distribution of inpatient HL, with emphasis on inadequate and marginal HL (an intermediate HL level). A prospective observational study was conducted to obtain HL and biopsychosocial data on general medicine inpatients admitted to the UCLA health system. Five hundred thirty-seven subjects were tracked prospectively for 30-day readmission after index hospitalization. HL was significantly better at predicting readmission compared to LACE + (Length, admission acuity, comorbidities, emergency room visits) alone (P = .013). A multivariate model including education, insurance, and language comfort was a strong predictor of adequate HL (P < .001). In conclusion, HL offered significant improvement in risk stratification in comparison to LACE + alone. Patients with marginal HL were high-risk, albeit difficult to characterize. Incorporating robust HL and biopsychosocial determinant assessments may allow hospital systems to allocate educational resources towards at-risk patients, thereby mitigating readmission risk. SAGE Publications 2022-02-16 /pmc/articles/PMC8855411/ /pubmed/35187225 http://dx.doi.org/10.1177/23743735221079140 Text en © The Author(s) 2022 https://creativecommons.org/licenses/by-nc/4.0/This article is distributed under the terms of the Creative Commons Attribution-NonCommercial 4.0 License (https://creativecommons.org/licenses/by-nc/4.0/) which permits non-commercial use, reproduction and distribution of the work without further permission provided the original work is attributed as specified on the SAGE and Open Access page (https://us.sagepub.com/en-us/nam/open-access-at-sage). |
spellingShingle | Research Article Deshpande, Ojas A Tawfik, John A Namavar, Aram A Nguyen, KimNgan P Vangala, Sitaram S Romero, Tahmineh Parikh, Neil N Dowling, Erin P A Prospective Observational Study Assessing the Impacts of Health Literacy and Psychosocial Determinants of Health on 30-day Readmission Risk |
title | A Prospective Observational Study Assessing the Impacts of Health
Literacy and Psychosocial Determinants of Health on 30-day Readmission
Risk |
title_full | A Prospective Observational Study Assessing the Impacts of Health
Literacy and Psychosocial Determinants of Health on 30-day Readmission
Risk |
title_fullStr | A Prospective Observational Study Assessing the Impacts of Health
Literacy and Psychosocial Determinants of Health on 30-day Readmission
Risk |
title_full_unstemmed | A Prospective Observational Study Assessing the Impacts of Health
Literacy and Psychosocial Determinants of Health on 30-day Readmission
Risk |
title_short | A Prospective Observational Study Assessing the Impacts of Health
Literacy and Psychosocial Determinants of Health on 30-day Readmission
Risk |
title_sort | prospective observational study assessing the impacts of health
literacy and psychosocial determinants of health on 30-day readmission
risk |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8855411/ https://www.ncbi.nlm.nih.gov/pubmed/35187225 http://dx.doi.org/10.1177/23743735221079140 |
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