National Healthcare Quality and Disparities Report
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Topics
- Adverse Events (1)
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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 5 of 5 Research Studies DisplayedHewner S, Smith E, Sullivan SS
Identifying high-need primary care patients using nursing knowledge and machine learning methods.
This study examined how patient cohorts generated by machine learning can be enhanced with clinical knowledge to increase translational value and provide a practical approach to patient segmentation based on a mix of medical, behavioral, and social factors. The authors used a primary care practice dataset (N=3438) of high need patients defined by practice criteria and parsed it to a subset population of patients with diabetes (n=1233). Three expert nurses selected variables for k-means cluster analysis using knowledge of critical factors for care coordination, and their knowledge was again applied to describe the psychosocial phenotypes in four prominent clusters, aligned with social and medical care plans. Four distinct clusters were used to create four cohorts including: (1) A large cluster of racially diverse female, non-English speakers with low medical complexity, and history of childhood illness; (2) A large cluster of English speakers with significant comorbidities (obesity and respiratory disease); (3) A small cluster of males with substance use disorder and significant comorbidities (mental health, liver and cardiovascular disease) who frequently visit the hospital; and (4) A moderate cluster of older, racially diverse patients with renal failure.
AHRQ-funded; HS028000.
Citation: Hewner S, Smith E, Sullivan SS .
Identifying high-need primary care patients using nursing knowledge and machine learning methods.
Appl Clin Inform 2023 May; 14(3):408-17. doi: 10.1055/a-2048-7343..
Keywords: Primary Care, Health Information Technology (HIT), Nursing
Howland C, Despins L, Sindt J
Primary care clinic nurse activities with a telehealth monitoring system.
The purpose of this study was to evaluate differences in the types of nursing activities and communication processes reported in a primary care clinic between patients using a home-based monitoring system to electronically communicate self-monitored blood glucose and blood pressure values and those assuming usual care. Significant differences were identified for the direct care nursing activities of providing lifestyle and health education, medication adjustments, and patient follow-up, providing evidence of greater nursing activity reported in a primary care clinic in patients who utilized a home-based monitoring system.
AHRQ-funded; HS017035.
Citation: Howland C, Despins L, Sindt J .
Primary care clinic nurse activities with a telehealth monitoring system.
West J Nurs Res 2021 Jan;43(1):5-12. doi: 10.1177/0193945920923082..
Keywords: Telehealth, Health Information Technology (HIT), Blood Pressure, Primary Care, Clinician-Patient Communication, Communication, Patient Self-Management, Nursing, Patient-Centered Healthcare, Diabetes
Ricciardi R
AHRQ Author: Ricciardi R
The next frontier for nurses: improving quality and safety in primary care.
Nurses’ role in advancing quality and protecting the safety of patients in primary care settings is becoming more important. As primary care moves to team-based practice models to meet the needs of Accountable Care Organizations and the Quality Payment Program, RNs are well positioned to take on leading roles and new responsibilities. The author discusses the challenges and opportunities faced by the nursing profession and AHRQ’s role in assisting this process.
AHRQ-authored.
Citation: Ricciardi R .
The next frontier for nurses: improving quality and safety in primary care.
J Nurs Care Qual 2018 Jan/Mar;33(1):1-4. doi: 10.1097/ncq.0000000000000304.
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Keywords: Quality of Care, Nursing, Patient Safety, Primary Care
Poghosyan L, Liu J
Nurse practitioner autonomy and relationships with leadership affect teamwork in primary care practices: a cross-sectional survey.
The authors investigated whether nurse practitioner (NP) autonomy within primary care practices and the relationships they have with leadership affect teamwork between NPs and physicians. They concluded that NP autonomy and favorable relationships with leadership improve teamwork, and they recommended that policy and organizational change focus on promoting NP autonomy and improving the relationship between NPs and leadership to improve teamwork and consequently improve patient care and outcomes.
AHRQ-funded; HS020999.
Citation: Poghosyan L, Liu J .
Nurse practitioner autonomy and relationships with leadership affect teamwork in primary care practices: a cross-sectional survey.
J Gen Intern Med 2016 Jul;31(7):771-7. doi: 10.1007/s11606-016-3652-z.
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Keywords: Nursing, Organizational Change, Primary Care, Teams
Ricciardi R
AHRQ Author: Ricciardi R
AHRQ focuses on ambulatory patient safety.
As AHRQ looks to expand its ambulatory safety research efforts, the agency seeks the involvement of a variety of nurses to provide expert opinion and consultation and to conduct research. The author emphasizes that this is an opportunity for both PhD and Doctor of Nursing Practice prepared nurses to lead interprofessional teams to conduct research that can translate into meaningful improvements in ambulatory quality.
AHRQ-authored.
Citation: Ricciardi R .
AHRQ focuses on ambulatory patient safety.
J Nurs Care Qual 2015 Jul-Sep;30(3):193-6. doi: 10.1097/ncq.0000000000000124..
Keywords: Patient Safety, Nursing, Primary Care, Adverse Events, Health Services Research (HSR)