Zobrazeno 1 - 10
of 200
pro vyhledávání: '"Jonathan P Weiner"'
Autor:
Elham Hatef, Thomas Richards, Kristin Topel, Sofia Hail, Christopher Kitchen, Katherine Shaw, Talan Zhang, Elyse C Lasser, Jonathan P Weiner
Publikováno v:
JMIR Research Protocols, Vol 13, p e57316 (2024)
BackgroundSocial needs and social determinants of health (SDOH) significantly outrank medical care when considering the impact on a person’s length and quality of life, resulting in poor health outcomes and worsening life expectancy. Integrating so
Externí odkaz:
https://doaj.org/article/d2e0f7099f5b4568801aea55ec816a0a
Publikováno v:
Journal of Medical Internet Research, Vol 26, p e47125 (2024)
BackgroundThe adoption of predictive algorithms in health care comes with the potential for algorithmic bias, which could exacerbate existing disparities. Fairness metrics have been proposed to measure algorithmic bias, but their application to real-
Externí odkaz:
https://doaj.org/article/607250ab17a7431db848db1ab56d3c23
Autor:
Elham Hatef, Hsien-Yen Chang, Thomas M Richards, Christopher Kitchen, Janya Budaraju, Iman Foroughmand, Elyse C Lasser, Jonathan P Weiner
Publikováno v:
JMIR Formative Research, Vol 8, p e54732 (2024)
BackgroundPatients with unmet social needs and social determinants of health (SDOH) challenges continue to face a disproportionate risk of increased prevalence of disease, health care use, higher health care costs, and worse outcomes. Some existing p
Externí odkaz:
https://doaj.org/article/be90ec1cf84544f4b0db3e6320849f03
Publikováno v:
AIMS Public Health, Vol 8, Iss 3, Pp 519-530 (2021)
Background: The COVID-19 pandemic has impacted communities differentially, with poorer and minority populations being more adversely affected. Prior rural health research suggests such disparities may be exacerbated during the pandemic and in remote
Externí odkaz:
https://doaj.org/article/5fac9dd3c7c543aaab96ea2ac47f9fb1
Autor:
Stephanie N Howson, Michael J McShea, Raghav Ramachandran, Howard S Burkom, Hsien-Yen Chang, Jonathan P Weiner, Hadi Kharrazi
Publikováno v:
JMIR Medical Informatics, Vol 10, Iss 3, p e33212 (2022)
BackgroundA small proportion of high-need patients persistently use the bulk of health care services and incur disproportionate costs. Population health management (PHM) programs often refer to these patients as persistent high utilizers (PHUs). Accu
Externí odkaz:
https://doaj.org/article/7d33ae5d63eb4a5eaa69a1b161c1389f
Autor:
Raghav Ramachandran, Michael J McShea, Stephanie N Howson, Howard S Burkom, Hsien-Yen Chang, Jonathan P Weiner, Hadi Kharrazi
Publikováno v:
JMIR Medical Informatics, Vol 9, Iss 11, p e31442 (2021)
BackgroundA high proportion of health care services are persistently utilized by a small subpopulation of patients. To improve clinical outcomes while reducing costs and utilization, population health management programs often provide targeted interv
Externí odkaz:
https://doaj.org/article/93ac0e1697d9424b96fe81ee03604b32
Publikováno v:
PLoS ONE, Vol 14, Iss 3, p e0213258 (2019)
BACKGROUND:Payers and providers still primarily use ordinary least squares (OLS) to estimate expected economic and clinical outcomes for risk adjustment purposes. Penalized linear regression represents a practical and incremental step forward that pr
Externí odkaz:
https://doaj.org/article/028ff42c5bcf4dfcbbfdac018abbbba4
Publikováno v:
PLoS ONE, Vol 10, Iss 2, p e0116767 (2015)
BACKGROUND:Lyme disease is the most frequently reported vector borne infection in the United States. The Centers for Disease Control have estimated that approximately 10% to 20% of individuals may experience Post-Treatment Lyme Disease Syndrome - a s
Externí odkaz:
https://doaj.org/article/4b5c091d928d4ed1be177092e6d6666f
Autor:
Elham Hatef, Zachary Predmore, Elyse C. Lasser, Hadi Kharrazi, Karin Nelson, Idamay Curtis, Stephan Fihn, Jonathan P. Weiner
Publikováno v:
AIMS Public Health, Vol 6, Iss 3, Pp 209-224 (2019)
The premise of this project was that social and behavioral determinants of health (SBDH) affect the use of healthcare services and outcomes for patients in an integrated healthcare system such as the Veterans Health Administration (VHA), and thus ind
Externí odkaz:
https://doaj.org/article/eef9177b8da1434285da1c0ae058aeb5
Autor:
Hsien-Yen Chang, Christopher Kitchen, Martin A. Bishop, Kenneth M. Shermock, Kimberly A. Gudzune, Hadi Kharrazi, Jonathan P. Weiner
Publikováno v:
Research in Social and Administrative Pharmacy. 18:3800-3813
Three claims-based pharmacy markers (complex, costly and risky medications) were developed to help automatically identify patients for comprehensive medication management.To evaluate the association between newly-developed markers and healthcare outc