Risk-adjusted Bernoulli chart in multi-stage healthcare processes based on state-space model with a latent risk variable and dynamic probability control limits

[1]  P. McCullagh,et al.  Generalized Linear Models , 1992 .

[2]  A. Bernstein,et al.  A method of uniform stratification of risk for evaluating the results of surgery in acquired adult heart disease. , 1989, Circulation.

[3]  William H. Woodall,et al.  Alarm rates for quality control charts , 1995 .

[4]  A. Bernard,et al.  Is the Parsonnet's score a good predictive score of mortality in adult cardiac surgery: assessment by a French multicentre study. , 1997, European journal of cardio-thoracic surgery : official journal of the European Association for Cardio-thoracic Surgery.

[5]  R J Cook,et al.  Monitoring paired binary surgical outcomes using cumulative sum charts. , 1999, Statistics in medicine.

[6]  S. Steiner,et al.  Monitoring surgical performance using risk-adjusted cumulative sum charts. , 2000, Biostatistics.

[7]  F Alemi,et al.  Tutorial on risk adjusted X-bar charts: applications to measurement of diabetes control. , 2001, Quality management in health care.

[8]  R J Cook,et al.  Risk-Adjusted Monitoring of Binary Surgical Outcomes , 2001, Medical decision making : an international journal of the Society for Medical Decision Making.

[9]  Robert D. Plante,et al.  A self-starting procedure for monitoring process quality in multistage manufacturing systems , 2006 .

[10]  David J. Spiegelhalter,et al.  A Simple Risk-Adjusted Exponentially Weighted Moving Average , 2007 .

[11]  Fugee Tsung,et al.  Statistical monitoring of multi-stage processes based on engineering models , 2008 .

[12]  Fugee Tsung,et al.  A Change Point Approach for Phase I Analysis in Multistage Processes , 2008, Technometrics.

[13]  Arthur B. Yeh,et al.  Profile monitoring for a binary response , 2009 .

[14]  Fugee Tsung,et al.  False Discovery Rate-Adjusted Charting Schemes for Multistage Process Monitoring and Fault Identification , 2009, Technometrics.

[15]  Edit Gombay,et al.  Monitoring binary outcomes using risk‐adjusted charts: a comparative study , 2011, Statistics in medicine.

[16]  Lin Lin,et al.  Risk-Adjusted Cumulative Sum Charting Procedures , 2012 .

[17]  Arthur B. Yeh,et al.  Phase I Risk-Adjusted Control Charts for Monitoring Surgical Performance by Considering Categorical Covariates , 2012 .

[18]  Chok K. Loke,et al.  Phase I Study of Surgical Performances with Risk-Adjusted Shewhart Control Charts , 2012 .

[19]  Stefan H Steiner,et al.  Assessing the effect of estimation error on risk-adjusted CUSUM chart performance. , 2012, International journal for quality in health care : journal of the International Society for Quality in Health Care.

[20]  Fugee Tsung,et al.  Statistical process control for multistage processes with binary outputs , 2013 .

[21]  Wei Jiang,et al.  Monitoring poisson count data with probability control limits when sample sizes are time varying , 2013 .

[22]  Huifen Chen,et al.  The use of a CUSUM residual chart to monitor respiratory syndromic data , 2014 .

[23]  R. J. MacKay,et al.  Monitoring risk-adjusted medical outcomes allowing for changes over time. , 2014, Biostatistics.

[24]  P. Varma.  Risk assessment scores in cardiac surgery , 2015, Annals of cardiac anaesthesia.

[25]  Xiang Zhang,et al.  Dynamic probability control limits for risk‐adjusted Bernoulli CUSUM charts , 2015, Statistics in medicine.

[26]  Wenmeng Tian,et al.  The impact of varying patient populations on the in-control performance of the risk-adjusted CUSUM chart. , 2015, International journal for quality in health care : journal of the International Society for Quality in Health Care.

[27]  Fah Fatt Gan,et al.  Risk-Adjusted Cumulative Sum Charting Procedure Based on Multiresponses , 2015 .

[28]  Stefan H. Steiner,et al.  The Monitoring and Improvement of Surgical-Outcome Quality , 2015 .

[29]  Min Zhang,et al.  The Effect of Estimation Error on Risk‐Adjusted Survival Time CUSUM Chart Performance , 2015, Qual. Reliab. Eng. Int..

[30]  Nokuthaba Sibanda,et al.  Graphical model-based O/E control chart for monitoring multiple outcomes from a multi-stage healthcare procedure , 2016, Statistical methods in medical research.

[31]  Xiang Zhang,et al.  Dynamic probability control limits for risk‐adjusted CUSUM charts based on multiresponses , 2017, Statistics in medicine.

[32]  Xiang Zhang,et al.  Dynamic Probability Control Limits for Lower and Two‐Sided Risk‐Adjusted Bernoulli CUSUM Charts , 2017, Qual. Reliab. Eng. Int..

[33]  Seyed Taghi Akhavan Niaki,et al.  Monitoring patient survival times in surgical systems using a risk-adjusted AFT regression chart , 2017 .

[34]  Xiang Zhang,et al.  Reduction of the Effect of Estimation Error on In‐control Performance for Risk‐adjusted Bernoulli CUSUM Chart with Dynamic Probability Control Limits , 2017, Qual. Reliab. Eng. Int..

[35]  Mohammad Saber Fallahnezhad,et al.  Phase I risk-adjusted control charts for surgical data with ordinal outcomes , 2018 .