Monitoring acute and chronic kidney failure using statistical process control techniques

被引:0
作者
Godfrey, A. Jonathan R. [1 ]
Russell, Greig K. G. [2 ]
Betz-Stablein, Brigid D. [1 ]
机构
[1] Massey Univ, Inst Fundamental Sci, Palmerston North, New Zealand
[2] Mid Cent Dist Hlth Board, Off Chief Med Officer, Palmerston North, New Zealand
关键词
control chart; CUSUM; EWMA; quality control; runs tests; GLOMERULAR-FILTRATION-RATE; QUALITY-CONTROL METHODS; CONTROL CHARTS; HOSPITAL EPIDEMIOLOGY; INFECTION-CONTROL; SERUM CREATININE; HEALTH-CARE;
D O I
10.1080/08982112.2015.1075555
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
Creatinine tests are used to determine a patient's estimated glomerular filtration rate (eGFR) for the assessment of kidney function. This article describes how eGFR results for patients who need to have their cases referred for the attention of a specialist can be filtered out from among the numerous patients whose test results indicate that they are either displaying no reduction in kidney function or whose kidney function is reduced but remains stable. Automation of the process is a key ingredient of our solution because this is the means by which the human effort is directed to those patients in greatest need.
引用
收藏
页码:184 / 192
页数:9
相关论文
共 19 条
[1]  
Benneyan JC, 1998, INFECT CONT HOSP EP, V19, P265
[2]  
Benneyan JC, 1998, INFECT CONT HOSP EP, V19, P194
[3]   EXACT RESULTS FOR SHEWHART CONTROL CHARTS WITH SUPPLEMENTARY RUNS RULES [J].
CHAMP, CW ;
WOODALL, WH .
TECHNOMETRICS, 1987, 29 (04) :393-399
[4]   DESIGN OF EXPONENTIALLY WEIGHTED MOVING AVERAGE SCHEMES [J].
CROWDER, SV .
JOURNAL OF QUALITY TECHNOLOGY, 1989, 21 (03) :155-162
[5]   Definition and classification of chronic kidney disease: A position statement from Kidney Disease: Improving Global Outcomes (KDIGO) [J].
Levey, AS ;
Eckardt, KU ;
Tsukamoto, Y ;
Levin, A ;
Coresh, J ;
Rossert, J ;
de Zeeuw, D ;
Hostetter, TH ;
Lameire, N ;
Eknoyan, G .
KIDNEY INTERNATIONAL, 2005, 67 (06) :2089-2100
[6]   A more accurate method to estimate glomerular filtration rate from serum creatinine: A new prediction equation [J].
Levey, AS ;
Bosch, JP ;
Lewis, JB ;
Greene, T ;
Rogers, N ;
Roth, D .
ANNALS OF INTERNAL MEDICINE, 1999, 130 (06) :461-+
[7]   FAST INITIAL RESPONSE FOR CUSUM QUALITY-CONTROL SCHEMES - GIVE YOUR CUSUM A HEAD-START [J].
LUCAS, JM ;
CROSIER, RB .
TECHNOMETRICS, 1982, 24 (03) :199-205
[8]   Estimating glomerular filtration rate [J].
Miller, W. Greg .
CLINICAL CHEMISTRY AND LABORATORY MEDICINE, 2009, 47 (09) :1017-1019
[9]   THE SHEWHART CONTROL CHART - TESTS FOR SPECIAL CAUSES [J].
NELSON, LS .
JOURNAL OF QUALITY TECHNOLOGY, 1984, 16 (04) :237-239
[10]  
Poh Norman, 2011, Inform Prim Care, V19, P57