CE: Nursing Orientation to Data Science and Machine Learning.

Nurses collect, use, and produce data every day in countless ways, such as when assessing and treating patients, performing administrative functions, and engaging in strategic planning in their organizations and communities. These data are aggregated into large data sets in health care systems, public and private databases, and academic research settings. In recent years the machines used in this work (computer hardware) have become increasingly able to analyze large data sets, or "big data," at high speed.

Decreasing Central Line-Associated Bloodstream Infections Acquired in the Home Setting Among Pediatric Oncology Patients [Formula: see text].

Most children receiving cancer treatment require a central venous catheter (CVC), putting them at risk for central line-associated bloodstream infections (CLABSI). As patients are discharged home with a CVC in place, caregivers are expected to maintain the CVC following an in-hospital education session before their first discharge home. Following a review of the literature, the education process was modified to improve the quality of education for caregivers.

Evidence-Based Quality Improvement Training Programs: Building Staff Capability and Organizational Capacity.

Background: Patient harm from medical errors is frequently the result of poorly designed systems. Quality improvement (QI) training programs should build staff capability and organizational capacity for improving systems.

Problem: Lack of internal expertise in QI and financial impact of hiring consultants deter organizations from developing QI training.

Transformational quality in Kaiser Permanente Northern California.

The evolving nature of health care related to optimizing the quality of patient care while increasing efficiencies presents an opportunity to redesign roles within hospital quality departments to meet these upcoming challenges. Specifically, passage of the Patient Protection and Affordable Care Act and creation of Accountable Care Organizations will require hospitals to carefully monitor patient care outcomes as well as continually seek to improve their processes. An approach used by the Kaiser Permanente Northern California Regional Quality and Regulatory Services Department assisted the 21 hospitals of Kaiser Permanente Northern California to improve quality-of-care outcomes, establish effective assessment teams, and create infrastructure for sustainability.

AHRQ's hospital survey on patient safety culture: psychometric analyses.

Objective: This project analyzed the psychometric properties of the Agency for Healthcare Research and Quality Hospital Survey on Patient Safety Culture (HSOPSC) including factor structure, interitem reliability and intraclass correlations, usefulness for assessment, predictive validity, and sensitivity.

Methods: The survey was administered to 454 health care staff in 3 hospitals before and after a series of multidisciplinary interventions designed to improve safety culture. Respondents (before, 434; after, 368) included nurses, physicians, pharmacists, and other hospital staff members.