title: Statistical process control for referrals by general practitioner at Health Insurance Organization clinics in Alexandria.
abstract: Quality control is the application of statistical techniques to a process in an effort to identify and minimize both random and non-random sources of variation. The present study aimed at the application of Statistical Process Control (SPC) to analyze the referrals by General Practitioners (GP) at Health Insurance Organization (HIO) clinics in Alexandria. Retrospective analysis of records and cross sectional interview to 180 GPs were done. Using the control charts (p chart), the present study confirmed the presence of substantial variation in referral rates from GPs to specialists; more than 60% of variation was of the special cause, which revealed that the process of referral in Alexandria (HIO) was completely out of statistical control. Control charts for referrals by GPs classified by different GP characteristics or organizational factors revealed much variation, which suggested that the variation was at the level of individual GPs. Furthermore, the p chart for each GP separately; which yielded a fewer number of points out of control (outliers), with an average of 4 points. For 26 GPs, there was no points out of control, those GPs were slightly older than those having points out of control. Otherwise, there was no significant difference between them. The revised p chart for those 26 GPs together yielded a centerline of 9.7%, upper control limit of 12.0% and lower control limit of 7.4%. Those limits were in good agreement with the limits specified by HIO; they can be suggested to be the new specification limits after some training programs.
authors.affiliation: Biostatistics Department, High Institute of Public Health.
authors.forename: Moataza M
authors.initials: MM
authors.lastname: Abdel Wahab
authors.forename: Laila M
authors.initials: LM
authors.lastname: Nofal
authors.forename: Wafaa W
authors.initials: WW
authors.lastname: Guirguis
authors.forename: Nehad H
authors.initials: NH
authors.lastname: Mahdy
mesh_terms: D000554:Ambulatory Care Facilities; D003430:Cross-Sectional Studies; D003627:Data Interpretation, Statistical; D004534:Egypt; D005194:Family Practice / Q000145:classification / Q000706:statistics & numerical data*; D006801:Humans; D008485:Medical Audit; D015233:Models, Statistical; D010818:Practice Patterns, Physicians' / Q000706:statistics & numerical data*; D012017:Referral and Consultation / Q000706:statistics & numerical data*; D012189:Retrospective Studies; D014505:Urban Population