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1.
Introduction Thrombosis of tunneled central venous catheters (CVC) in hemodialysis (HD) patients is common and it can lead to the elimination of vascular sites. To compare the efficacy of alteplase vs. urokinase in reestablishing adequate blood flow through completely occluded vascular catheters. Methods In this randomized study, patients with completely occluded tunneled HD catheters received 40 minutes intracatheter dwell with alteplase (1 mg/mL) or urokinase (5000 IU/mL). Primary endpoint was the proportion of patients with occluded catheters achieving post‐thrombolytic blood flow of ≥250 mL/min. Safety endpoints included the incidence of hemorrhagic and infectious complications. Findings Eligible adult patients (n = 100) were treated with alteplase (n = 44) or urokinase (n = 56). The two groups were similar in gender (male: 51.8% vs. 56.8%, P = 0.35), age (60 ± 12 vs. 59 ± 13 years, P = 0.71), time on dialysis (678 ± 203 vs. 548 ± 189 days, P = 0.77), diabetes and cardiovascular disease (55.6% vs. 70.4%, P = 0.08 and 17.8% vs. 22.7%, P = 0.38, respectively), jugular vein as main vascular access (54.8% vs. 62.5%, P = 0.57), and time of CVC (278 ± 63 vs. 218 ± 59 days, P = 0.67). Primary success with alteplase and urokinase occurred in 42/44 (95%) vs. 46/56 (82%), P = 0.06. Success was not achieved after the second dose of alteplase and urokinase in 1 and 7 cases, respectively (2% vs. 12%, P = 0.075). Serious adverse effects were not observed in both groups. There was no difference between the two groups in infectious complications (P = 0.94). Discussion Alteplase and urokinase are effective thrombolytic agents for restoring HD catheter patency. Our study has revealed a likely slight superiority of alteplase over urokinase for unblocking central lines, but which has enrolled too few patients to be able to detect a difference of this size.  相似文献   

2.
Rapid removal of small molecules during hemodialysis places an acutely ill patient with kidney failure at an increased risk of hemodynamic instability and for dialysis disequilibrium syndrome. The use of high‐flux, high‐efficiency (HEF) dialyzers may increase this risk despite reductions in blood and dialysate flow. We performed in vitro experiments to compare urea clearance at low dialysate flow and various blood flows using a low‐efficiency low‐flux (LEF) and a HEF membrane. Compared to LEF, there was a significant increase in the clearance of urea at all blood flows with the HEF (all P values < 0.005). HEF dialyzer (F180NR) had higher urea clearance at a blood flow of 150 mL/min than LEF dialyzer (F5) at blood flow of 300 mL/min (144.1 ± 0.99 vs. 130.1 ± 0.001 mL/min for F180 vs. F5, respectively, P < 0.002). Our data suggest that use of HEF dialyzer are not as safe as LEF in high‐risk acute dialysis patients since these are associated with more rapid removal of urea despite reduction in blood and dialysate flow as compared to LEF.  相似文献   

3.
Clinical outcomes in chronic dialysis patients are highly dependent on preservation of residual renal function (RRF). N‐acetylcysteine (NAC) may have a positive effect on renal function in the setting of nephrotoxic contrast media administration. In our recent study, we showed that NAC may improve RRF in peritoneal dialysis patients. The aim of the present study was to investigate the effect of NAC on RRF in patients treated with chronic hemodialysis. Prevalent chronic hemodialysis patients with a residual urine output of at least 100 mL/24 hours were included. The patients were administered oral NAC 1200 mg twice daily for 2 weeks. Residual renal function was assessed at baseline and at the end of treatment using a midweek interdialytic urine collection for measurement of urine output and calculation of residual renal Kt/V and glomerular filtration rate (GFR). Residual GFR was measured as the mean of urea and creatinine residual renal clearance. Each patient served as his own control. Twenty patients were prospectively enrolled in the study. Administration of NAC 1200 mg twice daily for 2 weeks resulted in significant improvement in RRF: urine volume increased from 320 ± 199 to 430 ± 232 mL/24 hours (P < 0.01), residual renal Kt/V increased from 0.19 ± 0.12 to 0.29 ± 0.14 (P < 0.01), and residual GFR increased from 1.6 ± 1.6 to 2.4 ± 2.3 mL/minute/1.73 m2 (P < 0.01). N‐acetylcysteine may improve RRF in patients treated with chronic hemodialysis.  相似文献   

4.
Lanthanum carbonate, a chewable noncalcium‐containing phosphorus (P) binder, is useful for treating secondary hyperparathyroidism in patients who have hypercalcemia and cannot swallow whole tablets. However, some patients cannot chew tablets or prefer to crush and mix them with food. This study was conducted to determine the P‐binding efficacy of crushed lanthanum and compare it with chewed lanthanum in hemodialysis (HD) patients. After a 1‐week washout period, 11 hemodialysis patients (7 men, 4 women) were randomized to receive, in a crossover fashion, lanthanum 1000 mg 3 times daily chewed with meals and lanthanum 1000 mg 3 times daily crushed into a fine powder, mixed with applesauce and taken with meals, for 4 weeks each. Serum P was measured at the end of each washout (baseline) and weekly during treatment. Changes in serum P from baseline for crushed lanthanum were compared with chewed lanthanum using paired sample t test. Administration of crushed lanthanum resulted in a significant reduction in serum P from baseline (P reduction [mg/dL] for crushed lanthanum in week 1: 2.1 ± 0.4, week 2: 1.7 ± 0.5, week 3: 1.7 ± 0.5, week 4: 1.7 ± 0.4, P<0.05). No statistically significant differences were observed in serum P reduction from baseline and serum P attained during treatment with crushed when compared with chewed lanthanum. Crushed lanthanum is effective in reducing serum P and have similar P‐binding efficacy to chewed lanthanum. Crushing lanthanum and mixing it with food can thus be an option for patients who are unable to chew or swallow whole tablets.  相似文献   

5.
We present two autopsy cases of refractory ascites/hydrothorax associated with systemic deposition of low‐molecular weight dextran that had been used in hemodialysis over an extended period. The most striking autopsy findings in both cases were dense accumulation of dextran‐laden macrophages in sinusoids of reticuloendothelial organs. These accumulated macrophages seemed to have disturbed blood and lymph flow. Based on these findings, we concluded that the persistent ascites and hydrothorax were attributable to systemic deposition of dextran, especially the accumulation of dextran‐laden macrophages in the reticuloendothelial organs. We suggest that dextran solution should immediately be designated as contraindicated for hemodialysis patients.  相似文献   

6.
Hemodialysis (HD) patients are exposed to large volumes of water, separated from patients' blood by semipermeable membrane of dialyzers. Chemical contaminants in poorly treated water impact negatively on quality of life of these patients. This survey was carried out to assess the HD water quality in Lagos, Nigeria. Ten milliliters of feed and treated water from all six HD centers in Lagos were tested for aluminum, copper, zinc, magnesium, calcium using atomic absorption spectrometry; sodium and potassium were tested using flame photometry, fluoride with molecular photoluminescence method; sulfate using turbidimetry, nitrates measured by cadmium column reduction method, chloramines and free chlorine were measured using N, N‐diethyl‐1‐P‐phenylenediamine colorimetric method. Information on sources of feed water, frequency of testing of HD water, methods of water treatment, type of water purification system and maintenance was also obtained. All centers used borehole as main source of water supply. None of the centers met Association for the Advancement of Medical Instrumentation (AAMI) guidelines for most chemical contaminants. Only chlorine (0.48 ± 0.07 mg/L) and potassium (3.9 ± 0.95 mg/L) levels met AAMI standards after treatment. Mean levels of chemical contaminants in treated water were as follows: aluminum 0.04 ± 0.01 mg/L, zinc 0.27 ± 0.08 mg/L, chloramines 0.16 ± 0.03 mg/L, fluoride 1.83 ± 0.40 mg/L, sulfate 117 ± 86.1 mg/L which were mildly elevated; calcium 126.00 ± 22.7 mg/L, sodium 179 ± 25.6 mg/L, and nitrate 70.5 ± 50.8 mg/L, which were markedly elevated; and magnesium 8.3 ± 3.38 mg/L, which was moderately elevated above AAMI recommended levels. HD water quality is poor in our environment. Concerted efforts are required to ensure good quality water for HD.  相似文献   

7.
Cognitive impairment is common in hemodialysis (HD) patients. The mini mental status examination is a simple screening test for dementia. The objectives of this study were to (1) study and compare the predialysis and postdialysis mini mental status examination score and 2 subscores and compare them with those of a control group and (2) determine the factors affecting these scores. This was a prospective study of 54 HD patients, which involved calculation of their predialysis (PrHDSc) and (2–4 weeks later) postdialysis (PoHDSc) scores and comparison of these with the control scores (CoSc). The mean scores for PreHDSc and PoHDSc were 26.5±2.7 and 26.4±3.3, respectively. Both were significantly lower than CoSc, 28.4±1.6 (95% CI for score difference 0.99–2.97, P<0.001). The subscores for orientation, registration, and recall (ORR) and attention (ATT) before and after HD were 14.2±1.3, 14.3±1.8, and 3.5±1.7, 3.2±1.8, respectively. Both were significantly lower than the CoSc, 15.2±1.2 and 4.2±1.1 (P=0.001 and 0.004, respectively). There were no significant differences between the PrHDSc and PoHDSc (P values of 0.87, 0.63, and 0.45, respectively). Patients' PrHDSc correlated positively with PoHDSc and dialysis efficiency measured by the urea reduction ratio and Kt/V (r=0.58, 0.4, and 0.34, respectively). Education level correlated positively with PrHDSc r=0.41 but not PoHDSc. Hemodialysis duration correlated negatively with PrHDSc r=−0.3. There was no correlation among age, chronic renal failure duration, HD frequency, weight loss, systolic or diastolic blood pressure drop, and PrHDSc or PoHDSc. Hemodialysis patients scored significantly less than the control patients. Their score was not affected by HD. This may reflect the stable cognitive function/dysfunction or the mild sensitivity of the test.  相似文献   

8.
The increasing aging and diabetes mellitus (DM) patients in dialysis population make the quality maintenance of dialysis an imperative issue. Recently, an increasing number of dialysis centers were run by private dialysis providers, many of which apply quality assurance programs and performance management systems to dialysis care. We studied patients in dialysis facilities in Taiwan run by a private chain to see clinical outcomes of centers operating under these systemic strategies. Hemodialysis patients from January 1, 2008 to December 31, 2012 in 25 dialysis facilities in Taiwan, which received the management and consultation from a dialysis service provider, NephroCare (NC), were included. Data pivotal to quality of dialysis were analyzed. During a 5‐year interval, 5161 hemodialysis patients were included. For volume control, the proportion of patients with weight gain ≥4.5% decreases from 41.7% to 30.2%. Mean Kt/V is 1.74 ± 0.28. Mean albumin level is 3.92 ± 0.38 g/dL. Patients with phosphate <5.5 mg/dL is up to 71.8%. The mean hemoglobin level is 10.70 ± 1.40 g/dL. More than 80% of patients have adequate iron status. Further, 73% of patients use native arteriovenous fistula. Hospitalization‐free survival rate was 56% at the fifth year. Patient survival rate at the fifth year was 66.4%. Overall clinical performances were maintained very stable in NC facilities from this temporal data analysis. The hospitalization and survival rate also compare favorably with those reported internationally. These results warrant further studies to justify the application of this kind of quality assurance programs and performance management systems in dialysis care.  相似文献   

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10.
Clinical experience and experimental data suggest that intradialytic hemodynamic profiles could be influenced by the characteristics of the dialysis membranes. Even within the worldwide used polysulfone family, intolerance to specific membranes was occasionally evoked. The aim of this study was to compare hemodynamically some of the commonly used polysulfone dialyzers in Switzerland. We performed an open‐label, randomized, cross‐over trial, including 25 hemodialysis patients. Four polysulfone dialyzers, A (Revaclear high‐flux, Gambro, Stockholm, Sweden), B (Helixone high‐flux, Fresenius), C (Xevonta high‐flux, BBraun, Melsungen, Germany), and D (Helixone low‐flux, Fresenius, Bad Homburg vor der Höhe, Germany), were compared. The hemodynamic profile was assessed and patients were asked to provide tolerance feedback. The mean score (±SD) subjectively assigned to dialysis quality on a 1–10 scale was A 8.4 ± 1.3, B 8.6 ± 1.3, C 8.5 ± 1.6, D 8.5 ± 1.5. Kt/V was A 1.58 ± 0.30, B 1.67 ± 0.33, C 1.62 ± 0.32, D 1.45 ± 0.31. The low‐ compared with the high‐flux membranes, correlated to higher systolic (128.1 ± 13.1 vs. 125.6 ± 12.1 mmHg, P < 0.01) and diastolic (76.8 ± 8.7 vs. 75.3 ± 9.0 mmHg; P < 0.05) pressures, higher peripheral resistance (1.44 ± 0.19 vs. 1.40 ± 0.18 s × mmHg/mL; P < 0.05) and lower cardiac output (3.76 ± 0.62 vs. 3.82 ± 0.59 L/min; P < 0.05). Hypotension events (decrease in systolic blood pressure by >20 mmHg) were 70 with A, 87 with B, 73 with C, and 75 with D (P < 0.01 B vs. A, 0.05 B vs. C and 0.07 B vs. D). The low‐flux membrane correlated to higher blood pressure levels compared with the high‐flux ones. The Helixone high‐flux membrane ensured the best efficiency. Unfortunately, the very same dialyzer correlated to a higher incidence of hypotensive episodes.  相似文献   

11.
Introduction: Patients with chronic kidney disease, especially those with end‐stage renal disease, have an increased risk of death. Previous studies have suggested neutrophil/lymphocyte ratio (NLR) was related to worse outcome in patients undergoing hemodialysis (HD). However, monocyte/lymphocyte ratio (MLR) has not been evaluated in HD patients. In this study, we prospectively studied the predictive value of MLR for all‐cause and cardiovascular mortality in HD patients and compared it with NLR. Methods: Patients who had been on a HD treatment for at least 6 months were enrolled. MLR was calculated by dividing the monocyte count by the lymphocyte count. Survival outcomes were estimated using the Kaplan‐Meier method and compared by the log‐rank test. Univariate and multivariate analyses were performed to evaluate the prognostic impact of MLR and other clinical factors on all‐cause and cardiovascular mortality. Results: Mortality rates for the lowest, middle, and highest MLR tertile group were 3.65, 7.02, and 11.15, respectively per 100 patient‐years. The Kaplan‐Meier analysis revealed that survival rates were significantly different among three MLR groups (P < 0.001). In multivariate Cox regression analyses, MLR was independently associated with all‐cause mortality (HR 4.842; 95% CI, 2.091–11.214; P < 0.001) and cardiovascular mortality (HR 6.985, 95% CI 1.943–25.115, P = 0.003) as continuous variables. NLR was not an independent predictor of all‐cause nor cardiovascular mortality after adjusted with MLR. Conclusions: The main finding of the study suggest that higher MLR was a strong and independent predictor of all‐cause and cardiovascular mortality and overwhelmed NLR among HD patients.  相似文献   

12.
Ceftazidime is a cost‐effective antimicrobial against Gram‐negative pathogens associated with sepsis in end‐stage renal disease (ESRD) hemodialysis patients with potential for wider use with the advent of ceftazidime‐avibactam. Dosing ceftazidime post‐hemodialysis appears attractive and convenient, but limited in vivo data on pharmacodynamic efficacy (PE) attainment, defined as >70% of the interdialytic period drug concentrations exceed susceptible pathogens minimal inhibitory concentrations (MICs) (%TMIC), warrants further assessment. We therefore evaluated PE and tolerability of 1 against 2 g regime in anuric ESRD patients on low‐flux hemodialysis. Two doses of 1 or 2 g ceftazidime were administered post‐hemodialysis prior to 48‐ and 72‐hour interdialytic intervals in ESRD inpatients without active infections. Peak and trough concentrations (mg/L) were assayed using a validated liquid chromatography–tandem mass spectrometry method. Proportion of patients achieving PE for known pathogens with MICs ≤ 8 mg/L and adverse effects were assessed. Six (43%) and eight (57%) adult patients received 1 and 2 g dose, respectively. Median (25th–75th percentile), peak, 48‐ and 72‐hour trough ceftazidime concentrations were 78 (60–98) vs. 158 (128–196), 37 (23–37) vs. 49 (39–71), and 13 (12–20) vs. 26 (21–41) mg/L, respectively, resulting in 100% TMIC for both doses. One patient on the 1‐g dose experienced mild pruritus. Reliable and safe PE attainment over both 48‐ and 72‐hour interdialytic interval was achievable with 1 g of ceftazidime dosed post‐hemodialysis. The 2 g dose was equally effective and well tolerated but may not be necessary. These findings need validation in non‐anuric patients, high‐flux hemodialysis, and during avibactam co‐administration.  相似文献   

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14.
Introduction: To prospectively assess the performance of composite semiloop antebrachial grafts (“semi‐grafts,” SGs) in hemodialysis patients. Methods: Eighty‐five patients who received 67 loop antebrachial grafts (LG‐group) and 25 antebrachial semigrafts (SG‐group) were enrolled. SGs were defined as those originating from the brachial artery and anastomosed with the proximal mature mid‐antebrachial cephalic vein. Cephalic vein length should be at least 10 cm in length and of ≥5 mm in diameter for inclusion in the SG‐group. LG‐group included all possible outflow vein options of minimum diameter 3 mm. Kaplan‐Meier statistics was used for comparison of groups. Findings: Main indication for a SG was a failing radiocephalic fistula with extensive distal cephalic vein stenosis not amenable to correction or failed after endovascular repair or requiring long interposition grafting. The mean follow‐up period was 20.16 ± 22.6 and 29.6 ± 36.7 months for the LG‐ and SG‐group, respectively (P = 0.14). Forty‐two patients died during the follow‐up. Primary patency (up to first intervention or failure) at 6 and 12 months for LG‐ vs. SG‐group was 93.9% vs. 83.7% and 47% vs. 55.8% (P = 0.08). Secondary patency (up to abandonment) was 58.2% vs. 61.1% and 36% vs. 45.8% at 12 and 24 months (P = 0.18). Mortality at 48 months was 22.4% (LG‐group) and 24% (SG‐group) (P = 0.9). Discussion: There was a trend toward better primary and secondary patency rates for the SGs especially in the long‐term. This is a valuable option in selected patients that access surgeons and nephrologists should be aware of.  相似文献   

15.
Chronic kidney disease (CKD) has been associated with an abnormal lipid profile. Our aim was to study the interplay between oxidized low‐density lipoprotein (ox‐LDL), adiponectin, and blood lipids and lipoproteins in Portuguese patients with CKD under hemodialysis (HD); the influence of the pentanucleotide repeat polymorphism in the apolipoprotein(a) (apo [a]) gene upon lipoprotein(a) (Lp[a]) levels in these patients. We studied 187 HD patients and 25 healthy individuals. ox‐LDL and adiponectin were measured using enzyme‐linked immunoassays. Apo(a) genotyping was performed by polymerase chain reaction, followed by electrophoresis in polyacrylamide gel. Compared with controls, patients presented with significantly higher levels of adiponectin, Lp(a), and ox‐LDL/low‐density lipoprotein cholesterol (LDLc) ratio; significantly lower levels of total cholesterol (TC), LDLc, apo A‐I, apo B, ox‐LDL, and TC/high‐density lipoprotein cholesterol (HDLc) ratio were also observed. Similar changes were observed for patients with or without statin therapy, as compared with controls, except for Lp(a). Multiple linear regression analysis showed that body mass index, HDLc, time on HD, and triglycerides (TG) were independent determinants of adiponectin levels, and that apo B, TG and LDLc were independent determinants of ox‐LDL concentration. Concerning the apo(a) genotype, the homozygous (TTTTA)8/8 repeats was the most prevalent (50.8%). A raised proportion of LDL particles that are oxidized was observed. Adiponectin almost doubled its values in patients and seems to be an important determinant in HDLc and TG levels, improving the lipid profile in these patients. Apo(a) alleles with a lower number of repetitions are more frequent in patients with higher Lp(a).  相似文献   

16.
In most continuous renal replacement therapy (CRRT) studies, end‐stage renal disease (ESRD) patients were excluded and the outcomes of patients with ESRD treated with chronic hemodialysis (HD) were unknown. The purposes of this study were to (1) evaluate short‐term patient survival and (2) compare the survival of conventional HD patients needing CRRT with the survival of non‐ ESRD patients in acute kidney injury (AKI) requiring CRRT. We evaluated adults (>18 years) requiring CRRT who were treated in the intensive care unit (ICU) at Kosin University Gospel Hospital from January 1, 2009 to December 31, 2010. A total of 100 (24 ESRD, 76 non‐ESRD) patients underwent CRRT during the study period. Patients were divided into two major groups: patients with ESRD requiring chronic dialysis and patients without ESRD (non‐ESRD) with AKI. We compared the survival of conventional HD patients requiring CRRT with the survival of non‐ ESRD patients in AKI requiring CRRT. For non‐ESRD patients, the 90‐day survival rate was 41.6%. For ESRD patients, the 90‐day survival rate was 55.3%. Multivariate Cox proportional hazards analyses demonstrated that conventional HD was not a significant predictor of mortality (hazard ratio [HR]: 0.334, 95% confidence interval [CI]: 0.063–1.763, P = 0.196), after adjustment for age, gender, presence of sepsis, APACHE score, use of vasoactive drugs, number of organ failures, ultrafiltration rate, and arterial pH. The survival rates of non‐ESRD and ESRD patients requiring CRRT did not differ; ESRD with conventional HD patients may be not a significant predictor of mortality.  相似文献   

17.
Introduction: Control of serum phosphate is important for patients on hemodialysis. The aim of the study was to determine if education based on phosphorus‐reducing techniques in food preparation and thermal processing, and accordingly prepared and applied diets, will lead to better outcomes than a standard education program to improve phosphate control in patients on hemodialysis. Methods: Forty‐seven patients on hemodialysis were divided between an intervention and a control group. All subjects received training about nutrition for hemodialysis patients by trained dietitian. In addition, subjects in the intervention group received additional training in phosphorus‐reducing techniques in food preparation and received two hospital meals prepared using suggested cooking methods to reduce the phosphate content of food during dialysis treatment. Serum phosphate, serum albumin, and anthropometric parameters were measured, while nPCR was calculated, at the baseline and during the 1‐year study. Findings: No differences in serum phosphate levels were observed between intervention (1.68 mmol/L [1.48–2.03]) and control group (1.88 mmol/L [1.57–2.2]) at baseline (P = 0.130). Although not statistically significant between groups the mean reduction was more apparent in the intervention group (?0.3 mmol/L (?0.4 to 0.1) vs. ?0.2 (?0.5 to 0.1)), and lead to significantly reduction of phosphate binder therapy. During the study, the nPCR and anthropometric status of the patients did not change significantly. Discussion: Providing additional education to hemodialysis patients on the specific cooking methods and accordingly prepared meals may decrease serum phosphate levels without significantly affecting nutritional status which may be useful in helping to prevent and treat hyperphosphatemia.  相似文献   

18.
Hemodialysis (HD) patients have greater morbidity and mortality when they have a central venous catheter (CVC) rather than an arteriovenous fistula (AVF) access. Inflammation associated with dialysis catheter use and resultant higher C‐reactive protein (CRP) levels could have an independent adverse effect on patient outcomes. In this prospective study, we investigated whether HD catheters induce inflammation independent of infection. We compared the mean levels of the inflammatory marker (CRP) in 67 patients on maintenance HD using noninfected catheters with 86 HD patients using AVFs at Prince Salman Center for Kidney Diseases, Saudi Arabia (KSA), and Jahra Hospital, Kuwait, who met our inclusion criteria. C‐reactive protein levels were measured every 2 months over a period of 6 months using immunoturbidimetric assay. One hundred fifty‐three patients on maintenance HD for more than 6 months were included in the study, with mean age of 52.19 ± 16.06 years; 66% were males and 34% were females. Serial levels of mean CRP were statistically and significantly higher in group with noninfected catheters (1.33, 1.24, and 1.10 mg/dL) compared to those with AVFs (0.65, 0.59, and 0.68 mg/dL) with P value of 0.000. In our study, we found no relation between CRP level and age, sex, hemoglobin, albumin, calcium, phosphorus, and iPTH level in both groups. Hemodialysis patients with a catheter have a heightened state of inflammation independent of infection, and thus our study supports the avoidance of catheters and a timely conversion to AVFs with catheter removal.  相似文献   

19.
Processes with multiple correlated categorical quality characteristics are called multivariate categorical processes. These processes are usually shown by contingency tables and are characterized by log‐linear models. In this paper, two monitoring approaches including likelihood ratio test (LRT) and F test are developed to monitor multivariate categorical processes based on the contingency table in Phase I. In addition, a change point estimator for multivariate categorical processes is developed in Phase I. The performances of the two proposed approaches are evaluated in terms of probability of signal, while the performance of the proposed change point estimator is evaluated in terms of accuracy and precision criteria through simulation experiments. Meanwhile, we compare the performance of the two proposed control charts with an existing control chart called “?2LRT” control chart for multivariate categorical processes. In the end, a typical application of the proposed methods is illustrated in a real‐world health care system.  相似文献   

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