Evaluation of patient safety culture using a random forest algorithm

Do perceived working conditions and patient safety culture correlate with objective workload and patient outcomes: A cross-sectional explorative study from a German university hospital

(2019) Heidrun Sturm et al.   PLoS One

Towards a decision support tool for intensive care discharge: machine learning algorithm development using electronic healthcare data from MIMIC-III and Bristol, UK

(2019) Christopher J McWilliams et al.   BMJ Open

Machine learning approach for risk-based inspection screening assessment

(2019) Andika Rachman et al.   RELIABILITY ENGINEERING & SYSTEM SAFETY

Integration of multiple methods in identifying patient safety risks

(2019) M.C. Emre Simsekler et al.   SAFETY SCIENCE

The relationships between quality management systems, safety culture and leadership and patient outcomes in Australian Emergency Departments

(2019) Robyn Clay-Williams et al.   INTERNATIONAL JOURNAL FOR QUALITY IN HEALTH CARE

Assessment of the perceived safety culture in the petrochemical industry in Japan: A cross-sectional study

(2019) Erman Çakıt et al.   PLoS One

Safety II professionals: How resilience engineering can transform safety practice

(2019) David J. Provan et al.   RELIABILITY ENGINEERING & SYSTEM SAFETY

Assessing safety climate in acute hospital settings: a systematic review of the adequacy of the psychometric properties of survey measurement tools

(2018) Gheed Alsalem et al.   BMC HEALTH SERVICES RESEARCH

The patient safety culture: a systematic review by characteristics of Hospital Survey on Patient Safety Culture dimensions

(2018) Cláudia Tartaglia Reis et al.   INTERNATIONAL JOURNAL FOR QUALITY IN HEALTH CARE

Statistical modeling of tree failures during storms

(2018) Elnaz Kabir et al.   RELIABILITY ENGINEERING & SYSTEM SAFETY

Similarities and differences in the associations between patient safety culture dimensions and self-reported outcomes in two different cultural settings: a national cross-sectional study in Palestinian and Belgian hospitals

(2018) Shahenaz Najjar et al.   BMJ Open

Criterion-related validity of the cultural web when assessing safety culture

(2018) M.D. Cooper et al.   SAFETY SCIENCE

Safety outcomes for engineering asset management organizations: Old problem with new solutions?

(2017) Jeremy Novak et al.   RELIABILITY ENGINEERING & SYSTEM SAFETY

Learning from incidents in health care: Critique from a Safety-II perspective

(2017) Mark A. Sujan et al.   SAFETY SCIENCE

Evaluation of tree-based ensemble learning algorithms for building energy performance estimation

(2017) Sokratis Papadopoulos et al.   Journal of Building Performance Simulation

Should healthcare providers do safety cases? Lessons from a cross-industry review of safety case practices

(2016) Mark A. Sujan et al.   SAFETY SCIENCE

Medical error—the third leading cause of death in the US

(2016) Martin A Makary et al.   BMJ-British Medical Journal

Medical error—the third leading cause of death in the US

(2016) Martin A Makary et al.   BMJ-British Medical Journal

Safety culture and subcontractor network governance in a complex safety critical project

(2015) Pia Oedewald et al.   RELIABILITY ENGINEERING & SYSTEM SAFETY

Variable importance analysis: A comprehensive review

(2015) Pengfei Wei et al.   RELIABILITY ENGINEERING & SYSTEM SAFETY

A systems approach to risk management through leading safety indicators

(2015) Nancy Leveson   RELIABILITY ENGINEERING & SYSTEM SAFETY

A gradient boosting method to improve travel time prediction

(2015) Yanru Zhang et al.   TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES

Patient safety culture in a large teaching hospital in Riyadh: baseline assessment, comparative analysis and opportunities for improvement

(2014) Fadi El-Jardali et al.   BMC HEALTH SERVICES RESEARCH

Characteristics of unit-level patient safety culture in hospitals in Japan: a cross-sectional study

(2014) Shigeru Fujita et al.   BMC HEALTH SERVICES RESEARCH

A Random Forest Based Risk Model for Reliable and Accurate Prediction of Receipt of Transfusion in Patients Undergoing Percutaneous Coronary Intervention

(2014) Hitinder S. Gurm et al.   PLoS One

Hospital survey on patient safety culture in China

(2013) Yanli Nie et al.   BMC HEALTH SERVICES RESEARCH

Hospital Survey on Patient Safety Culture in Slovenia: a psychometric evaluation

(2013) A. Robida   INTERNATIONAL JOURNAL FOR QUALITY IN HEALTH CARE

Validation of the French version of the Hospital Survey on Patient Safety Culture questionnaire

(2013) P. Occelli et al.   INTERNATIONAL JOURNAL FOR QUALITY IN HEALTH CARE

Assessment of patient safety culture in Palestinian public hospitals

(2013) M. Hamdan et al.   INTERNATIONAL JOURNAL FOR QUALITY IN HEALTH CARE

Using methods from the data-mining and machine-learning literature for disease classification and prediction: a case study examining classification of heart failure subtypes

(2013) Peter C. Austin et al.   JOURNAL OF CLINICAL EPIDEMIOLOGY

The role of patient safety culture in the causation of unintended events in hospitals

(2012) Marleen Smits et al.   JOURNAL OF CLINICAL NURSING

Mixed-effects random forest for clustered data

(2012) Ahlem Hajjem et al.   JOURNAL OF STATISTICAL COMPUTATION AND SIMULATION

A novel tool for organisational learning and its impact on safety culture in a hospital dispensary

(2012) Mark A. Sujan   RELIABILITY ENGINEERING & SYSTEM SAFETY

Agent-based organizational modelling for analysis of safety culture at an air navigation service provider

(2011) Sybert H. Stroeve et al.   RELIABILITY ENGINEERING & SYSTEM SAFETY

Mining data with random forests: A survey and results of new tests

(2010) A. Verikas et al.   PATTERN RECOGNITION

Safety culture and safety management aboard tankers

(2010) Jon Ivar Håvold   RELIABILITY ENGINEERING & SYSTEM SAFETY

Assessing organisational culture for quality and safety improvement: a national survey of tools and tool use

(2009) R Mannion et al.   QUALITY & SAFETY IN HEALTH CARE

Measuring patient safety culture: an assessment of the clustering of responses at unit level and hospital level

(2009) M Smits et al.   QUALITY & SAFETY IN HEALTH CARE

Implementation and evaluation of nonparametric regression procedures for sensitivity analysis of computationally demanding models

(2009) Curtis B. Storlie et al.   RELIABILITY ENGINEERING & SYSTEM SAFETY

Regression Tree Boosting to Adjust Health Care Cost Predictions for Diagnostic Mix

(2007) John W. Robinson   HEALTH SERVICES RESEARCH