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Research Studies is a compilation of published research articles funded by AHRQ or authored by AHRQ researchers.
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1 to 3 of 3 Research Studies DisplayedSong J, Woo K, Shang J
Predictive risk models for wound infection-related hospitalization or ED visits in home health care using machine-learning algorithms.
Wound infection is prevalent in home healthcare (HHC) and often leads to hospitalizations. However, none of the previous studies of wounds in HHC have used data from clinical notes. Therefore, in this paper, the authors created a more accurate description of a patient's condition by extracting risk factors from clinical notes to build predictive models to identify a patient's risk of wound infection in HHC.
AHRQ-funded; HS024915.
Citation: Song J, Woo K, Shang J .
Predictive risk models for wound infection-related hospitalization or ED visits in home health care using machine-learning algorithms.
Adv Skin Wound Care 2021 Aug;34(8):1-12. doi: 10.1097/01.Asw.0000755928.30524.22..
Keywords: Home Healthcare, Injuries and Wounds, Risk, Hospitalization
Wang J, Ying M, Temkin-Greener H
Care-partner support and hospitalization in assisted living during transitional home health care.
This study examined the impact of care-partner support on outcomes among assisted living (AL) residents. Variation in care-partner and its impact on hospitalizations among AL residents receiving Medicare home health (HH) services was investigated. Analysis of national data from various databases was used and a total of 741,926 participants were identified with Medicare HH admissions in 2017. Care-partner support during the HH admission was measured in seven domains: activity of daily living (ADLs), instrumental activities of ADLs), medication administration, treatment, medical equipment, home safety, and transportation. Care-partner support was categorized as assistance not needed, care-partner currently providing assistance, care-partner needs additional training/support to provide assistance, and care-partner is unavailable/unlikely to provide assistance. Among the cohort, inadequate care-partner support was identified for all seven domains ranging from 13.1% for transportation to 49.8% for treatment and was unavailable for 0.9% for transportation to 11.0% for treatment. Having inadequate or unavailable care-partner support was related to increased risk of hospitalization by 8.9% for treatment to 41.3% for medication administration.
AHRQ-funded; HS026893.
Citation: Wang J, Ying M, Temkin-Greener H .
Care-partner support and hospitalization in assisted living during transitional home health care.
J Am Geriatr Soc 2021 May;69(5):1231-39. doi: 10.1111/jgs.17005..
Keywords: Elderly, Transitions of Care, Caregiving, Hospitalization, Home Healthcare, Long-Term Care
Leeman H, Cosgrove SE, Williams D
Assessing burden of central line-associated bloodstream infections present on hospital admission.
Investigators described patients presenting to an academic medical center with central line-associated bloodstream infection present on hospital admission over 1 year. Of the 130 admissions, they found that about half presented from home infusion, followed by oncology clinic, hemodialysis, and skilled nursing facility. They concluded that efforts to reduce such infections should address patients across the entire health care system.
AHRQ-funded; HS025782.
Citation: Leeman H, Cosgrove SE, Williams D .
Assessing burden of central line-associated bloodstream infections present on hospital admission.
Am J Infect Control 2020 Feb;48(2):216-18. doi: 10.1016/j.ajic.2019.08.010..
Keywords: Central Line-Associated Bloodstream Infections (CLABSI), Healthcare-Associated Infections (HAIs), Hospitalization, Home Healthcare, Hospitals, Infectious Diseases