scholarly journals Maximizing Acceptance of Clinical Pharmacy Recommendations May Reduce The Length of Hospital Stay in A Private Hospital From Amman, Jordan: Toward Fully Independent Pharmacist Prescribers

2020 ◽  
Author(s):  
Loai Saadah ◽  
Amer Hayat Khan ◽  
Syed Azhar Syed Sulaiman ◽  
Iman Amin Basheti

Abstract Background: Clinical pharmacy interventions (CPI) usually require prior medical authorization with 20% being rejected. If pharmacists prove to be more competent in this area (accept 100% of CPI), the profession will step closer to a fully-independent prescriber status. Objective: This study use an artificial neural network (ANN) model to determine whether clinical pharmacy (CP) may improve outcomes associated with rejected CPI. Setting: This is a non-interventional, retrospective analysis of documented CPI in a 100-bed, acute-care private hospital in Amman, Jordan.Method: Study consists of 542 patients, 574 admissions, and 1694 CPI. Team collected demographic and clinical data using a standardized tool. Input consisted of 54 variables with some taking merely repetitive values for each CPI in a given patient whereas others varying with every CPI. Therefore, CPI was consolidated to one rejected and/or one accepted per patient per admission. Groups of accepted and rejected CPI were compared with matched and unmatched variables. ANN were, subsequently, trained and internally as well as cross validated for outcomes of interest. Outcomes were length of hospital and intensive care stay after the index CPI (LOSTA & LOSICUA, respectively), readmissions, mortality, and cost of hospitalization. Best models were finally used to compare the two scenarios of approving 80% versus 100% of CPI. Variable impacts (VI) automatically generated by the ANN were compared to evaluate the effect of rejecting CPI. Main outcome measure: Lengths of hospital stay after the index CPI (LOSTA).Results: ANN configurations converged within 18 seconds and 300 trials. All models showed a significant reduction in LOSTA with 100% versus 80% accepted CPI of about 0.4 days (2.6 ± 3.4, median (range) of 2 (0 – 28) versus 3.0 ± 3.8, 2 (0 – 30), P-value = 0.022). Average savings with acceptance of those rejected CPI was 55 JD (~ 78 US dollars) and could help hire about 1.3 extra clinical pharmacist full-time equivalents. Conclusion: Maximizing acceptance of CPI reduces the length of hospital stay in this model. Pharmacists seem to be well-positioned to target gain the upper hand on prescribing in these situations.

2021 ◽  
Vol 21 (1) ◽  
Author(s):  
Loai M. Saadah ◽  
Amer H. Khan ◽  
Syed Azhar Syed Sulaiman ◽  
Iman A. Bashiti

Abstract Background Clinical pharmacy interventions (CPI) usually require prior medical authorization. Physicians approve 80% of CPI and reject 20%. If pharmacists show that physicians should authorize all 100% CPI, the profession will step closer to a fully independent prescriber status. This study used an artificial neural network (ANN) model to determine whether clinical pharmacy (CP) may improve outcomes associated with rejected CPI. Method This is a non-interventional, retrospective analysis of documented CPI in a 100-bed, acute-care private hospital in Amman, Jordan. Study consisted of 542 patients, 574 admissions, and 1694 CPI. Team collected demographic and clinical data using a standardized tool. Input consisted of 54 variables with some taking merely repetitive values for each CPI in each patient whereas others varying with every CPI. Therefore, CPI was consolidated to one rejected and/or one accepted per patient per admission. Groups of accepted and rejected CPI were compared in terms of matched and unmatched variables. ANN were, subsequently, trained and internally as well as cross validated for outcomes of interest. Outcomes were length of hospital and intensive care stay after the index CPI (LOSTA & LOSICUA, respectively), readmissions, mortality, and cost of hospitalization. Best models were finally used to compare the two scenarios of approving 80% versus 100% of CPI. Variable impacts (VI) automatically generated by the ANN were compared to evaluate the effect of rejecting CPI. Main outcome measure was Lengths of hospital stay after the index CPI (LOSTA). Results ANN configurations converged within 18 s and 300 trials. All models showed a significant reduction in LOSTA with 100% versus 80% accepted CPI of about 0.4 days (2.6 ± 3.4, median (range) of 2 (0–28) versus 3.0 ± 3.8, 2 (0–30), P-value = 0.022). Average savings with acceptance of those rejected CPI was 55 JD (~ 78 US dollars) and could help hire about 1.3 extra clinical pharmacist full-time equivalents. Conclusions Maximizing acceptance of CPI reduced the length of hospital stay in this model. Practicing Clinical Pharmacists may qualify for further privileges including promotion to a fully independent prescriber status.


Blood ◽  
2012 ◽  
Vol 120 (21) ◽  
pp. 4646-4646
Author(s):  
Hrvoje Melinscak ◽  
Ilan Shapira ◽  
Mala Varma

Abstract Abstract 4646 Rationale: Anti-Rh(D) is an effective treatment for acute immune thrombocytopenia [ITP]. It has a faster onset of action (1 day) vis a vis corticoids (3 days) and intravenous immunoglobulin [IVIG] (4 days). A direct comparison of length of stay for adult inpatients receiving these therapies has hitherto not been performed. We hypothesized that the length of stay would be shortest for patients treated with anti-Rh(D). Methods: A retrospective chart review was conducted to assess length of stay in relation to treatments proffered for ITP. The defining diagnosis of ITP [coded 287.31] was rendered from the computerised record at St. Luke's-Roosevelt Hospital Center and identified 303 patients, of which 147 received treatments for active ITP within a period spanning 01SEP2005 through 29FEB2012. Treatments consisted of prednisone alone, dexamethasone alone, anti-Rh(D) alone, IVIG alone, and combinations of corticoids and the latter two. An average length of stay was tabulated for each treatment regimen. Age and gender were also recorded. Results: A total of 147 hospitalisations for ITP were noted and the analysis of variance statistical calculation applied thus. The median age was 48 years and the male:female ratio was 1.1:1. Eleven groups were delineated and the means for length of hospital stay with confidence intervals derived. The groups were as follows: Prednisone, Dexamethasone, Methylprednisolone, Anti-Rh(D), IVIG, Prednisone and Anti-Rh(D), Dexamethasone and Anti-Rh(D), Prednisone and IVIG, Dexamethasone and IVIG, Methylprednisolone and IVIG, and Anti-Rh(D) and IVIG or Dexamethasone, Anti-Rh(D), and IVIG. The overall p-value for length of stay was 0.0016 (Table 1). The shortest stays were recorded for the corticoid alone groups; however, the mean stay for anti-Rh(D) was shorter than that of IVIG, both in sole and combined modality treatments. Conclusion: Anti-Rh(D) is favourable with respect to hospital stay duration. Although corticoids result in still shorter lengths of stay, anti-Rh(D) demonstrated a shorter length of stay compared with IVIG. Combined with its single dosing and relative cost savings, anti-Rh(D) is an excellent alternative to IVIG. Disclosures: No relevant conflicts of interest to declare.


2006 ◽  
Vol 24 (18_suppl) ◽  
pp. 8555-8555 ◽  
Author(s):  
F. P. Secin ◽  
G. Fournier ◽  
I. S. Gill ◽  
C. C. Abbou ◽  
C. Schulmann ◽  
...  

8555 Background: There is no data regarding the incidence and variables associated with symptomatic DVT and or PE in patients undergoing LRP. Our aim was to evaluate the multi-centric incidence and risk factors for perioperative symptomatic DVT and PE after LRP. Methods: Patients with symptomatic DVT and or PE occurring within 2 months of surgery since start of the respective institutional LRP experience were included. Eight academic centers from both the United States and Europe participated. Diagnoses were made by Doppler ultrasound for DVT; and lung ventilation/perfusion scan and or chest computed tomography for PE. Associations between variables and DVT and/or PE were evaluated using Fisher’s exact test for categorical predictors and logistic regression for continuous predictors. Results: Patient reoperation (p value) (<0.001), tobacco exposure (0.02), prior DVT (0.007), larger prostate size (0.02) and length of hospital stay (0.009) were significantly associated with higher risk of symptomatic DVT/PE. The nonuse of perioperative heparin was not a risk factor (1), as well as neoadjuvant therapy (1), perioperative transfusion (0.1), body mass index (0.9), surgical technique (0.3), operating time (0.2) and pathologic stage (0.5). There were no related deaths. Patients receiving preoperative heparin had significantly higher mean operative blood loss, 480cc vs 332cc (<0.001) However, this did not translate into longer hospital stay (0.07); higher transfusion rates (0.09) or reoperation rates (0.3). The estimated cost of heparin prophylaxis in these patients exceeded $2.5 million. Conclusion: The incidence of symptomatic DVT or PE was similar despite different prophylactic regimens. Our data does not support the administration of prophylactic heparin in LRP to low risk patients (no prior DVT, no tobacco exposure, no prostate enlargement and or no anticipation of prolonged hospital stay). [Table: see text] No significant financial relationships to disclose.


2012 ◽  
Vol 30 (15_suppl) ◽  
pp. e19565-e19565
Author(s):  
Bhavana Bhatnagar ◽  
Olga G. Goloubeva ◽  
Steven Gilmore ◽  
Arnold Hoffman ◽  
Kathleen Ruehle ◽  
...  

e19565 Background: OM is a common complication of high-dose melphalan in MM patients (pts). Proposed risk factors for OM in SCT include: low albumin and high serum creatinine (Cr) levels, both were evaluated in MM patients undergoing Mel/ASCT. (Grazziutti, ML, Bone Marrow Transplant 2006). Methods: This is a single center retrospective chart review of 214 sequentially treated MM pts who received Mel 200mg/m2 conditioning prior to SCT between January 2005-September 2011. Data collected included: demographics, Hgb, Cr, C-reactive protein and albumin on the day of SCT, length of hospital stay. OM assessment was graded as follows: Grade 1, no OM; Grade 2, mild OM; the pts maintained adequate oral intake; Grade 3, decreased oral intake and/or use of oral narcotics; Grade 4, severe OM needing intravenous narcotics. Results: The table below describes pt characteristics grouped by OM grade. Overall, 56 pts (27%) had grade 3/4 OM. Multivariate analysis of variance revealed no statistically significant correlation between OM grade and Hgb, Cr, albumin, CRP; the overall test’s p value = 0.55. There were no racial or gender differences with regard to grade of mucositis, the p-values range are 0.75 and 0.31, respectively (likelihood ratio chi-square test). Most interestingly, OM did not impact length of hospital stay. Conclusions: We did not establish any predictive risk factors for OM as previously described. Analysis of the impact of OM on MM response and event and overall survival will be presented. Studies of Mel pharmacogenetics may provide insight to patients' predisposition to OM. [Table: see text]


Author(s):  
Omer A. Marzoug

<p class="abstract">Symptomatic cholelithiasis (gallstone disease) is the most common biliary pathology that affects women predominantly around the world. Earlier open cholecystectomy was the gold standard of treatment of this disease before introduction of laparoscopic cholecystectomy. The aim of this study is to systematically review the most recent published data that compared laparoscopic with open cholecystectomy in symptomatic cholelithiasis in terms of operative and post-operative morbidity, mortality, operative time, length of hospital stay, and conversion rates. The Medline, Cochrane library, Embase, and PubMed databases were vigorously searched for trials that compared laparoscopic with open cholectstectomy in patients with symptomatic cholelithiasis, a systematic review of these comparative trials was performed. No mortality was detected in both groups; the conversion rate was 6.75%. The laparoscopic approach associated with significantly shorter hospital stay (2.31 versus 4.42 days, p value&gt;0.001), lower post-operative pain duration (30.5 versus 66.9 hours, p value&gt;0.001) and lower rate of post-operative wound infection (2.8% versus 10.5%, p value&gt;0.001). Regarding operative time it was significantly longer in laparoscopic approach (77.3 versus 67.1 min, p value&gt;0.001), there were no significant differences in the rates of bile duct injury (0.84% versus 0.25%, p value=0.08) and intra-operative bleeding (4.2% versus 3.5%, p value=0.81) between the two procedures. Post-operative wound infection and pain duration in addition to length of hospital stay in patients with symptomatic cholelithiasis were reduced with laparoscopic cholecystectomy. However, the laparoscopic approach associated with longer duration of surgery. No significant differences between the two procedures in the rates of bile duct injury and intra-operative bleeding.</p>


2021 ◽  
Author(s):  
Chaichant Soisrithong ◽  
Wit Viseshsindh ◽  
Wisoot Kongchareonsombat ◽  
Charoen Leenanupunth ◽  
Wachira Kochakarn ◽  
...  

Abstract Purpose: To compare perioperative and trifecta outcomes of open partial nephrectomy (OPN), laparoscopic partial nephrectomy (LPN), and robotic assisted laparoscopic partial nephrectomy (RPN) in patients with small renal mass at Ramathibodi Hospital, and to determine predictive factors in connection with trifecta. Methods: We retrospectively reviewed 141 patients who underwent partial nephrectomy by eight experienced surgeons from January 2009 to December 2018. Baseline preoperative characteristics, postoperative and trifecta outcomes of the three treatment modalities were compared and analyzed. Univariate analysis was performed to determine predictive factors for trifecta achievement. Results: A total of 70 patients had complete data available. 18 OPN, 11 LPN and 41 RPN cases were identified and reviewed. All preoperative and perioperative parameters were similar, except for operative time, which was significantly shorter in the OPN group compared with those undergoing LPN and RPN (135 vs 189 and 225 min, respectively; p-value = 0.001). Of these 70 patients, 59 were deemed eligible for and included in trifecta analysis, which revealed similar trifecta outcomes (64.29.%, 45.45%, and 64.71% in the OPN, LPN, and RPN groups, respectively; p-value = 0.388). Univariate analysis showed that length of hospital stay was a negative associated factor for trifecta achievement (p-value = 0.007, 95% CI =0.619 (0.44-0.88)).Conclusion: Although OPN displayed the shortest operative time, the trifecta achievement rate was not significantly different among the three groups. The sole parameter, which was negatively associated with trifecta outcome achievement, was the length of hospital stay.


2020 ◽  
Vol 7 (Supplement_1) ◽  
pp. S69-S69
Author(s):  
Caroline Powers ◽  
Ryan P Moenster ◽  
Travis W Linneman

Abstract Background The Accelerate PhenoTM system yields identification (ID) and antimicrobial susceptibility testing (AST) within 7 hours of growth in blood culture. The objective of this study was to determine its impact on time to de-escalation of antimicrobial therapy. Methods This retrospective quasi-experimental, observational cohort study included patients hospitalized at the St. Louis VA who received intravenous antibiotics for a positive blood culture. Patients with blood cultures positive for polymicrobial growth or fungi or those requiring antibiotics for other infections were excluded. The primary endpoint was time to de-escalation of antimicrobial therapy from before and after implementation of Accelerate PhenoTM (September 2017 to August 2018 and September 2018 to August 2019, respectively). Secondary outcomes included time to ID and AST, length of hospital stay, and days of antimicrobial therapy. The variables of gram-positive infections, use of Accelerate PhenoTM, and presence of infectious diseases consult and/or pharmacist antimicrobial stewardship note were included in a univariate analysis. Variables with a p-value&lt; 0.2 were included in a multivariate regression. Results 168 patients were included, with 92 patients in the pre-implementation and 76 in the post-implementation group. Overall, mean age was 67 years and 162 (96%) were men. Staphylococcus spp. and Escherichia coli were the most common causative organisms. Time to de-escalation did not differ significantly between the post-implementation and pre-implementation groups (65 vs. 61 hours, p=0.47). Time to organism ID was decreased by 16 hours using Accelerate PhenoTM (50 vs. 66 hours, p=0.016). However, no difference was found in time to AST or length of hospital stay. Days of antimicrobial therapy while hospitalized was also similar between groups (6.8 vs. 5.9 days, p=0.256). Only gram-positive infections and presence of antimicrobial stewardship notes were included in the multivariate regression. Neither were independently associated with de-escalation within 48 hours. Conclusion Accelerate PhenoTM system did not impact time to de-escalation of antimicrobial therapy. Disclosures All Authors: No reported disclosures


2021 ◽  
pp. 039156032199359
Author(s):  
Mohammed Saber-Khalah ◽  
A.M. Reyad ◽  
Wael Gamal ◽  
Hazem Elmoghazy ◽  
Ahmed Mamdouh Abd Elhamed ◽  
...  

Purpose: To evaluate the safety of one-day length of hospital stay (LOS) after pediatric percutaneous nephrolithotomy (PNL), and to study the predictors of LOS. Methods: A retrospective study included pediatric patients who PNL for renal calculi more than 1 cm between January 2016 and October 2019. PNL was performed in prone position. The nephrostomy tubes and ureteric catheters were removed on the second day and patients were discharged if there was no perforation or significant residual stones. The stone free rate, LOS and the surgical complications were reported. Bivariate and multivariate analysis were used to predict the LOS. Results: 220 patients were identified. The median age (range) was eight (Range: 3–17) years. Stone free rate was achieved in 200 patients (91%) of patients, while residual fragments were detected in 20 patients (9%). Complications, they were reported in 50 (22.7%) patients. 184 (83.6%) of patients stayed at the hospital for only 1 day, while 36 (16. 4%) stayed more than 1 day. Of 36 patients who stayed more than one-day, 34 had complications ( p value <0.001). On multivariate analysis, surgical complications was found to be the only predictor of longer LOS ( p value <0.001). Conclusion: Early nephrostomy tube removal and 1-day length of hospital stay could be a safe option after pediatric PNL. Surgical complications is a statistically significant predictor of longer LOS.


2021 ◽  
Vol 80 (Suppl 1) ◽  
pp. 172-173
Author(s):  
J. Avouac ◽  
E. Drumez ◽  
E. Hachulla ◽  
R. Seror ◽  
S. Georgin-Lavialle ◽  
...  

Background:Various observations have suggested that the course of the COVID-19 infection may be less favorable in patients with inflammatory rheumatic and musculoskeletal diseases (iRMD) receiving rituximab (RTX).Objectives:To investigate whether treatment with RTX is associated with severe infection and death.Methods:We performed an observational, multicenter, French national cohort study querying the French RMD COVID-19 cohort, including highly suspected/confirmed iRMD-COVID-19 patients. The primary endpoint was to assess the severity rate of COVID-19. Severe disease was defined by hospitalization in intensive care unit or death. The secondary objectives were to analyze death rate and length of hospital stay. Two control groups were considered for comparison with RTX treated patients: a first group including all non-RTX treated iRMD patients and a second consisting on RTX untreated iRMD patients with diseases for which RTX is a recognized therapeutic option. Adjusting on potential confounding factors was performed by using inverse probability of treatment weighting (IPTW) propensity score method.Results:We collected a total of 1090 records. Patients were mainly females (67.3%, 734/1090) with a mean age of 55.2±16.4 years, and 51.1% (557/1090) were over the age of 55. Almost 70% of the population had at least one comorbidity (756/1090). A total of 63 patients were treated with RTX, mainly for rheumatoid arthritis (RA) (31/63, 49.2%). RTX treated patients were more likely to be males, with older age, higher prevalence of comorbidities and corticosteroid use. The control population consisted on 1027 non-RTX treated iRMD patients, and 495 RTX untreated iRMD patients with diseases for which RTX is a recognized therapeutic option.Of the 1,090 patients, 137 developed severe disease (12.6%). After adjusting on potential confounding factors (age, sex, arterial hypertension, diabetes, smoking status, body mass index, interstitial lung disease, cardiovascular diseases, cancer, corticosteroid use, chronic renal failure and the underlying disease), severe disease was confirmed to be observed more frequently in patients receiving RTX compared to all RTX untreated iRMD patients (effect size, ES 3.26, 95% confidence interval, CI 1.66 to 6.40, p<0.001) and the subgroup of untreated RTX patients with diseases eligible for RTX therapy (ES 2.62, 95% CI 1.34 to 5.09, p=0.005). Patients who developed a severe disease had a more recent rituximab infusion compared to patients with mild or moderate disease. Indeed, the time between the last infusion of rituximab and the first symptoms of COVID-19 was significantly shorter in patients who developed a severe form of COVID-19 (Figure 1).Figure 1.Distribution (Tukey’s box plot) of Lag time between last infusion of Rituximab according to disease severity. P-Values for comparison between disease severity with Kruskal Wallis test are reported; P-Value<0.001 for either post-hoc comparison of severe disease group with moderate or mild disease group (calculated using Dunn’s test).Eighty-nine patients in our cohort died, resulting in an overall death rate of 8.2%. Death rate was numerically higher in RTX treated patients (13/63, 20.6%) compared to all RTX untreated iRMDs patients (76/1027, 7.4%) and the subgroup of untreated RTX patients with diseases eligible for RTX therapy (49/495, 9.9%). After considering the previously described confounding factors, the risk of death was not significantly increased in patients treated with RTX compared to all RTX untreated iRMDs patients (ES 1.32, 95% CI 0.55 to 3.19, p=0.53) (Table 2) and the subgroup of untreated RTX patients with diseases eligible for RTX therapy (ES 1.48, 95% CI 0.68 to 3.20, p=0.32). In line with a more severe COVID-19 disease, the length of hospital stay was markedly longer in patients treated with RTX compared to both untreated RTX patient groups.Conclusion:RTX therapy is associated with a more severe COVID-19 infection. RTX will have to be applied with particular caution in patients with iRMDs.Acknowledgements:Muriel Herasse played a major role in collecting the missing data of the cohort.We thank Julien Labreuche (biostatistician, CHU-Lille) for the help in the statistical analysis.Disclosure of Interests:None declared


2020 ◽  
Vol 7 (4) ◽  
pp. 739
Author(s):  
Mohamed Farouk M. Ibrahim ◽  
Hanem Abdullah Mohamed ◽  
May Abdelfattah ◽  
Sara S. ElTatawy

Background: Device Associated Infection (DAI) namely Ventilator Associated Pneumonia (VAP) and Central Line Associated Blood Stream Infection (CLABSI) is one of the challenges for both neonatal nurses and doctors. Aims of the study were 1) Assess the rate of DAI occurrence among neonates, 2) explore the relationship between DAI rates and certain risk factors such as nurse patient ratio, hand hygiene practice, gestational age (GA), weight, and length of hospital stay among neonates.Methods: Descriptive correlational survey research design. Sample: All neonates admitted in twelve months-duration were included (total number 1090 neonates). Nurses and doctors were observed for compliance to adequate hand hygiene technique. Tools: 1) Center for Disease Control (CDC) criteria to calculate DAI rates, 2) Hand hygiene five points checklist 3) Review of neonates charts to collect data as weight, GA 4) Ballard score and 5) nurse/patient ratio.Results: 24 neonates developed DAI, high significant negative correlations between DAI and infants’ weight, GA, nurse/patient ratio and overall compliance to hand hygiene techniques were reported (p-value ≤0.05). Length of hospital stay, inadequate hand hygiene technique had strong positive correlations with DAI rate (p-value ≤0.05).Conclusions: Factors that could affect DAI were infant’s weight, GA, length of hospital stay, inadequate hand hygiene technique and nurse/patient ratio. Recommendations: implementation of infection control programs to raise nurses as well as physicians’ compliance to adequate hand hygiene technique and increase number of nurses in the Neonatal Intensive Care Unit (NICU) per shift.


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