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AHRQ Research Studies Date
Topics
- Clinical Decision Support (CDS) (1)
- (-) Decision Making (4)
- Dementia (2)
- Diagnostic Safety and Quality (1)
- Elderly (1)
- Evidence-Based Practice (2)
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AHRQ Research Studies
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Research Studies is a compilation of published research articles funded by AHRQ or authored by AHRQ researchers.
Results
1 to 4 of 4 Research Studies DisplayedWissel BD, Greiner HM, Glauser TA
Investigation of bias in an epilepsy machine learning algorithm trained on physician notes.
Racial disparities in the utilization of epilepsy surgery are well documented, but it is unknown whether a natural language processing (NLP) algorithm trained on physician notes would produce biased recommendations for epilepsy presurgical evaluations. To assess this, an NLP algorithm was trained to identify potential surgical candidates using 1097 notes from 175 epilepsy patients with a history of resective epilepsy surgery and 268 patients who achieved seizure freedom without surgery (total N = 443 patients).
AHRQ-funded; HS024977.
Citation: Wissel BD, Greiner HM, Glauser TA .
Investigation of bias in an epilepsy machine learning algorithm trained on physician notes.
Epilepsia 2019 Sep;60(9):e93-e98. doi: 10.1111/epi.16320..
Keywords: Neurological Disorders, Surgery, Clinical Decision Support (CDS), Healthcare Utilization, Health Information Technology (HIT), Decision Making
Armstrong MJ, Gronseth GS, Day GS
Patient stakeholder versus physician preferences regarding amyloid PET testing.
Patient and caregiver perspectives on amyloid positron emission tomography (PET) use are largely unexplored, particularly as compared with clinician views. In this study, the investigators surveyed clinicians, patients, caregivers, and dementia advocates on topics relating to an evidence-based guideline on amyloid PET use. They found that patients and caregivers emphasized the importance of having a dementia diagnosis and placed more value on testing and outcomes for asymptomatic populations than clinicians.
AHRQ-funded; HS024159.
Citation: Armstrong MJ, Gronseth GS, Day GS .
Patient stakeholder versus physician preferences regarding amyloid PET testing.
Alzheimer Dis Assoc Disord 2019 Jul-Sep;33(3):246-53. doi: 10.1097/wad.0000000000000311..
Keywords: Decision Making, Dementia, Diagnostic Safety and Quality, Evidence-Based Practice, Guidelines, Imaging, Neurological Disorders, Patient-Centered Outcomes Research, Provider, Provider: Physician
Armstrong MJ
Developing the disorders of consciousness guideline and challenges of integrating shared decision-making into clinical practice.
The purpose of this study was to review methodology informing evidence-based guideline development and integration of guidelines into clinical care through shared decision-making (SDM) and to highlight challenges to SDM in disorders of consciousness. Recently published disorders of consciousness guideline recommendations provide strategies for clinicians to enhance quality care for these individuals and also to provide details helping clinicians partner with individuals with disorders of consciousness and their surrogates. Further research is recommended into many aspects of caring for individuals with disorders of consciousness and optimal strategies for partnering with surrogates in decision-making.
AHRQ-funded; HS024159.
Citation: Armstrong MJ .
Developing the disorders of consciousness guideline and challenges of integrating shared decision-making into clinical practice.
J Head Trauma Rehabil 2019 May/Jun;34(3):199-204. doi: 10.1097/htr.0000000000000496.
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Keywords: Decision Making, Guidelines, Evidence-Based Practice, Neurological Disorders, Patient-Centered Outcomes Research
Hong M, Casado BL, Lee SE
The intention to discuss advance care planning in the context of Alzheimer's disease among Korean Americans.
The authors examined the intention to discuss advance care planning (ACP) for a family member with Alzheimer's disease among Korean Americans. Path analyses were conducted on a cross-sectional convenience sample; age, gender, education, and knowledge about Alzheimer's disease and ACP were included as covariates. From their findings, the authors recommended promoting ACP among this population and designing educational interventions to address positive attitudes and subjective norms toward ACP.
AHRQ-funded; HS022947.
Citation: Hong M, Casado BL, Lee SE .
The intention to discuss advance care planning in the context of Alzheimer's disease among Korean Americans.
Gerontologist 2019 Mar 14;59(2):347-55. doi: 10.1093/geront/gnx211..
Keywords: Elderly, Dementia, Neurological Disorders, Decision Making, Racial and Ethnic Minorities