RESUMEN
Context and implementation approaches can impede the spread of patient safety interventions. The objective of this article is to characterize factors associated with improved outcomes among 9 hospitals implementing a medication safety intervention. Nephrotoxic Injury Negated by Just-in-Time Action (NINJA) is a pharmacist-driven intervention that led to a sustained reduction in nephrotoxic medication-associated acute kidney injury (NTMx-AKI) at 1 hospital. Using qualitative comparative analysis, the team prospectively assessed the association between context and implementation factors and NTMx-AKI reduction during NINJA spread to 9 hospitals. Five hospitals reduced NTMx-AKI. These 5 had either (1) a pharmacist champion and >2 pharmacists working on NINJA (Scon 1.0, Scov 0.8) or (2) a nephrologist-implementing NINJA with minimal competing organizational priorities (Scon 1.0, Scov 0.2). Interviews identified ways NINJA team leaders obtained pharmacist support or successfully implemented without that support. In conclusion, these findings have implications for future spread of NINJA and suggest an approach to study spread of safety interventions more broadly.
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Lesión Renal Aguda , Efectos Colaterales y Reacciones Adversas Relacionados con Medicamentos , Humanos , Estudios Prospectivos , Hospitales , FarmacéuticosRESUMEN
RATIONALE & OBJECTIVE: Adolescent and young adult kidney transplant recipients have a high risk of rejection related to suboptimal adherence. Multicomponent interventions improve adherence in controlled trials, but clinical implementation is lacking. We describe an initiative to reduce allograft rejection using evidence-based adherence promotion strategies. STUDY DESIGN: Interrupted time series. SETTING & PARTICIPANTS: Kidney transplant recipients cared for at Cincinnati Children's Hospital ≥ 1 year after transplant and taking ≥1 immunosuppressive medication(s) from 2014 through 2017. QUALITY IMPROVEMENT ACTIVITIES: The following interventions, collectively called MAPS (Medication Adherence Promotion System), were implemented over 14 months: (1) adherence promotion training for clinical staff, 2) electronic health record-supported adherence risk screening, (3) systematic assessment of medication adherence barriers, (4) designation of specific staff to address adherence barriers, (5) shared decision-making with the patients to overcome adherence barriers, (6) follow-up evaluation to assess progress, and (7) optional electronic medication monitoring. OUTCOMES: Primary Outcome: Late acute rejection. Process measures were conducted to assess barriers, identify barriers, and perform interventions. The secondary outcomes/balancing measures were de novo donor-specific antibodies (DSA), biopsy rate, and rejections per biopsy. ANALYTICAL APPROACH: Time series analysis using statistical process control evaluated patient-days between acute rejections as well as monthly rejections per 100 patient-months before and after implementation. To control for known rejection risk factors including changes in treatment and case mix, multivariable analyses were performed. RESULTS: The monthly rejection rate fell from 1.61 rejections per 100 patient-months in the 26 months before implementation to 0.88 rejections per 100 patient-months in the 22 months after implementation. In the multivariable analysis, MAPS was associated with a 50% reduction in rejection incidence (incidence rate ratio, 0.50 [95% CI, 0.27-0.91]; P = 0.02). DSA and time since transplant (per each additional year) were also associated with rejection incidence (incidence rate ratio, 2.27 [P = 0.02] and 0.87 [P = 0.02], respectively). LIMITATIONS: Single-center study, and potential confounding by unmeasured variables. CONCLUSIONS: Clinical implementation of evidence-based adherence-promotion strategies was associated with a 50% reduction in acute rejection incidence over 2 years.
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Trasplante de Riñón , Mejoramiento de la Calidad , Adolescente , Aloinjertos , Niño , Rechazo de Injerto/epidemiología , Humanos , Inmunosupresores/uso terapéutico , Riñón , Trasplante de Riñón/efectos adversos , Cumplimiento de la Medicación , Adulto JovenRESUMEN
To understand county-level variation in case fatality rates of COVID-19, a statewide analysis of COVID-19 incidence and fatality data was performed, using publicly available incidence and case fatality rate data of COVID-19 for all 67 Alabama counties and mapped with health disparities at the county level. A specific adaptation of the Shewhart p-chart, called a funnel chart, was used to compare case fatality rates. Important differences in case fatality rates across the counties did not appear to be reflective of differences in testing or incidence rates. Instead, a higher prevalence of comorbidities and vulnerabilities was observed in high fatality rate counties, while showing no differences in access to acute care. Funnel charts reliably identify counties with unexpected high and low COVID-19 case fatality rates. Social determinants of health are strongly associated with such differences. These data may assist in public health decisions including vaccination strategies, especially in southern states with similar demographics.
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COVID-19/epidemiología , COVID-19/mortalidad , COVID-19/prevención & control , Causas de Muerte/tendencias , Pandemias/estadística & datos numéricos , Vacunación/estadística & datos numéricos , Vacunación/normas , Adulto , Anciano , Anciano de 80 o más Años , Alabama , Femenino , Predicción , Disparidades en el Estado de Salud , Humanos , Incidencia , Masculino , Persona de Mediana Edad , Prevalencia , SARS-CoV-2RESUMEN
BACKGROUND: Nephrotoxic medication exposure and associated acute kidney injury (AKI) occur commonly in hospitalized children. At Cincinnati Children's Hospital Medical Center, there is an initiative to increase awareness of nephrotoxic medication exposure and decrease rates of associated AKI. The oncology service utilized these data in a quality improvement project to drive reductions in AKI rates. METHODS: Three interventions were implemented targeted at decreasing the incidence of nephrotoxic exposure, as well as protecting against the conversion of exposures to AKI episodes. Cefepime replaced piperacillin-tazobactam for febrile neutropenia, vancomycin stewardship limited empiric courses to 72 hours, and nephroprotection for intravenous contrast administration was standardized for defined high-risk patients. RESULTS: The study cohort comprised 42 520 noncritically ill patient days admitted to the oncology service at Cincinnati Children's Hospital Medical Center. A total of 273 unique patients were exposed to combination nephrotoxic medications, leading to 111 AKI episodes. The rate of nephrotoxic medication exposure within the oncology service decreased by 49% from 16.08 to 8.17 per 1000 patient days. Episodes of AKI associated with nephrotoxic medication exposure decreased by 45% from 3.48 to 1.92 per 1000 patient days. CONCLUSION: Interventions to decrease AKI took a three-pronged approach. Collectively, this approach was proven successful with significant reductions in both rates of nephrotoxic medication exposure and associated AKI among hospitalized oncology patients.
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Lesión Renal Aguda , Cefepima/efectos adversos , Bases de Datos Factuales , Neutropenia Febril , Neoplasias , Combinación Piperacilina y Tazobactam/efectos adversos , Vancomicina/efectos adversos , Lesión Renal Aguda/inducido químicamente , Lesión Renal Aguda/epidemiología , Adolescente , Cefepima/administración & dosificación , Niño , Preescolar , Neutropenia Febril/inducido químicamente , Neutropenia Febril/epidemiología , Femenino , Humanos , Lactante , Masculino , Neoplasias/tratamiento farmacológico , Neoplasias/epidemiología , Combinación Piperacilina y Tazobactam/administración & dosificación , Estudios Retrospectivos , Vancomicina/administración & dosificaciónRESUMEN
BACKGROUND AND OBJECTIVES: Hypertension is highly prevalent in pediatric kidney transplant recipients and contributes to cardiovascular death and graft loss. Improper blood pressure (BP) measurement limits the ability to control hypertension in this population. Here, we report multicenter efforts from the Improving Renal Outcomes Collaborative (IROC) to standardize and improve appropriate BP measurement in transplant patients. METHODS: Seventeen centers participated in structured quality improvement activities facilitated by IROC, including formal training in quality improvement methods. The primary outcome measure was the proportion of transplant clinic visits with appropriate BP measurement according to published guidelines. Prospective data were analyzed over a 12-week pre-intervention period and a 20-week active intervention period for each center and then aggregated as of the program-specific start date. We used control charts to quantify improvements across IROC centers. We applied thematic analysis to identify patterns and common themes of successful interventions. RESULTS: We analyzed data from 5392 clinic visits. At baseline, BP was measured and documented appropriately at 11% of visits. Center-specific interventions for improving BP measurement included educating clinic staff, assigning specific team member roles, and creating BP tracking tools and alerts. Appropriate BP measurement improved throughout the 20-week active intervention period to 78% of visits. CONCLUSIONS: We standardized appropriate BP measurement across 17 pediatric transplant centers using the infrastructure of the IROC learning health system and substantially improved the rate of appropriate measurement over 20 weeks. Accurate BP assessment will allow further interventions to reduce complications of hypertension in pediatric kidney transplant recipients.
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Determinación de la Presión Sanguínea/métodos , Presión Sanguínea/fisiología , Hipertensión/diagnóstico , Trasplante de Riñón , Mejoramiento de la Calidad , Receptores de Trasplantes , Humanos , Hipertensión/fisiopatología , Estudios ProspectivosRESUMEN
Nephrotoxic medication (NTMx) exposure is a common cause of acute kidney injury (AKI) in hospitalized children. The Nephrotoxic Injury Negated by Just-in time Action (NINJA) program decreased NTMx associated AKI (NTMx-AKI) by 62% at one center. To further test the program, we incorporated NINJA across nine centers with the goal of reducing NTMx exposure and, consequently, AKI rates across these centers. NINJA screens all non-critically ill hospitalized patients for high NTMx exposure (over three medications on the same day or an intravenous aminoglycoside over three consecutive days), and then recommends obtaining a daily serum creatinine level in exposed patients for the duration of, and two days after, exposure ending. Additionally, substitution of equally efficacious but less nephrotoxic medications for exposed patients starting the day of exposure was recommended when possible. The main outcome was AKI as defined by the Kidney Disease Improving Global Outcomes (KDIGO) serum creatinine criteria (increase of 50% or 0.3 mg/dl over baseline). The primary outcome measure was AKI episodes per 1000 patient-days. Improvement was defined by statistical process control methodology and confirmed by Autoregressive Integrated Moving Average (ARIMA) modeling. Eight consecutive bi-weekly measure rates in the same direction from the established baseline qualified as special cause change for special process control. We observed a significant and sustained 23.8% decrease in NTMx-AKI rates by statistical process control analysis and by ARIMA modeling; similar to those of the pilot single center. Thus, we have successfully applied the NINJA program to multiple pediatric institutions yielding decreased AKI rates.
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Lesión Renal Aguda , Niño Hospitalizado , Lesión Renal Aguda/inducido químicamente , Lesión Renal Aguda/diagnóstico , Lesión Renal Aguda/prevención & control , Niño , Creatinina , Humanos , Estudios Prospectivos , Mejoramiento de la CalidadRESUMEN
Exposure to nephrotoxic medications is a common risk factor for acute kidney injury (AKI) in pediatric stem cell transplantation (SCT). We hypothesized that reducing nephrotoxic antimicrobial exposure for SCT patients would be associated with lower nephrotoxin-associated AKI (NTMx-AKI) rates and no increase in infection treatment failures. We conducted a prospective cohort analysis of all inpatient SCT patients at Cincinnati Children's Hospital Medical Center between January 2014 and December 2017. In January 2016, first line fever coverage was changed from piperacillin-tazobactam to cefepime, acknowledging that the change resulted in a loss of enterococcal coverage, and the duration of antimicrobial exposures was limited, specifically including vancomycin. We collected data using prospective NTMx-AKI and antimicrobial utilization monitoring platforms within the electronic health record. AKI days and severity were extracted for patients exposed to 3+ nephrotoxins, 3+ days of IV aminoglycosides, or 3+ days of IV vancomycin. AKI was identified using KDIGO serum creatinine criteria. We assessed rates of nephrotoxin exposure and NTMx-AKI in all SCT inpatients for 2 years pre- and post-intervention. Data were grouped and analyzed by calendar month, normalized to a denominator of 1000 patient-days. Statistical process control methods were used to monitor adherence to the intervention and identify changes in mean rate of nephrotoxin exposure and NTMx-AKI. Infection rates, alternate antimicrobial usage rates, and the fraction of repeat positive cultures were used to identify treatment failures. PTZ usage decreased from 196 to 33 days/1000 patient days, cefepime usage increased from 62 to 290 days/1000 patient days, and vancomycin usage decreased from 62 to 41 days/1000 patient days. High nephrotoxin exposure decreased by 33% (143 to 96 days/1000 patient days), and NTMx-AKI decreased by 74% (24 to 6 days/1000 patient days). Rates of all KDIGO stages of NTMx-AKI decreased ≥50% after the intervention. Stage 3, the most severe, decreased by >80%. The fraction of repeat positive cultures remained stable between the two eras at .1 (standard deviation 0.21) and .07 (standard deviation 0.17), respectively. There were no increases in infection rates, alternate antimicrobial usage rates, or treatment failures. Reduction of nephrotoxic antimicrobial exposure can decrease the amount and severity of NTMx-AKI in SCT patients without an increase in treatment failures.
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Lesión Renal Aguda , Antiinfecciosos , Trasplante de Células Madre Hematopoyéticas , Lesión Renal Aguda/sangre , Lesión Renal Aguda/inducido químicamente , Lesión Renal Aguda/prevención & control , Adolescente , Aloinjertos , Antiinfecciosos/administración & dosificación , Antiinfecciosos/efectos adversos , Niño , Femenino , Humanos , Masculino , Estudios ProspectivosRESUMEN
Patient-identified barriers to immunosuppressive medications are associated with poor adherence and negative clinical outcomes in transplant patients. Assessment of adherence barriers is not part of routine post-transplant care, and studies regarding implementing such a process in a reliable way are lacking. Using the Model for Improvement and PDSA cycles, we implemented a system to identify adherence barriers, including patient-centered design of a barriers assessment tool, identification of eligible patients, clear roles for clinic staff, and creating a culture of non-judgmental discussion around adherence. We performed time-series analysis of our process measure. Secondary analyses examined the endorsement and concordance of adherence barriers between patient-caregiver dyads. After three methods of testing, the most reliable delivery system was an EHR-integrated tablet that alerted staff of patient eligibility for assessment. Barriers were endorsed by 35% of caregivers (n=85) and 43% of patients (n=60). The most frequently patient-endorsed barriers were forgetting, poor taste, and side effects. Caregivers endorsed forgetting and side effects. Concordance between patient-caregiver dyads was fair (k=0.299). Standardized adherence barriers assessment is feasible in the clinical care of pediatric kidney transplant patients. Features necessary for success included automation, redundant systems with designated staff to identify and mitigate failures, aligned reporting structures, and reliable measurement approaches. Future studies will examine whether barriers predict clinical outcomes (eg, organ rejection, graft loss).
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Cuidados Posteriores/métodos , Rechazo de Injerto/prevención & control , Inmunosupresores/uso terapéutico , Trasplante de Riñón , Cumplimiento de la Medicación/psicología , Adolescente , Cuidados Posteriores/psicología , Niño , Preescolar , Femenino , Rechazo de Injerto/psicología , Humanos , Lactante , Masculino , Evaluación de Procesos y Resultados en Atención de Salud , Atención Dirigida al Paciente , Relaciones Profesional-Paciente , Mejoramiento de la Calidad , Encuestas y Cuestionarios , Adulto JovenRESUMEN
BACKGROUND: Readable discharge instructions may help caregivers understand and implement care plans following hospitalization. Many caregivers of hospitalized children, however, have limited literacy. We aimed to increase the percentage of discharge instructions written at 7th grade level or lower for hospital medicine patients from 13% to 80% in 6 months. METHODS: Quality improvement efforts targeted a 42-bed unit at the community satellite of our large, urban academic hospital. A multidisciplinary team of physicians, nurses, and parents focused on key drivers: family engagement in discharge process, standardization of discharge instructions, staff engagement in discharge preparedness, and audit and feedback of data. Improvement cycles included 1) education and implementation of a general discharge instruction template in the electronic health record (EHR); 2) visible reminders and tips for writing readable discharge instructions; 3) implementation of disease-specific discharge instruction templates in the EHR; and 4) individualized feedback to staff on readability and content of their written discharge instructions. Instructions were individually scored for readability using an online platform. An annotated control chart assessed the impact of interventions over time. RESULTS: Through sequential interventions over 6 months, the percentage of discharge instructions written at 7th grade or lower readability level increased from 13% to 98% and has been sustained for 4 months. The reliable use of the EHR templates was associated with our largest improvements. CONCLUSION: Use of standardized discharge instruction templates and rapid feedback to staff improved the readability of instructions. Next steps include adaptation and spread to other patient populations.
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Alfabetización en Salud/normas , Hospitales Urbanos/normas , Alta del Paciente/normas , Pediatría/normas , Lectura , Cuidadores/normas , Cuidadores/tendencias , Niño , Preescolar , Registros Electrónicos de Salud/normas , Registros Electrónicos de Salud/tendencias , Femenino , Alfabetización en Salud/tendencias , Hospitales Urbanos/tendencias , Humanos , Lactante , Masculino , Alta del Paciente/tendencias , Pediatría/tendenciasRESUMEN
Importance: Medical errors and adverse events (AEs) are common among hospitalized children. While clinician reports are the foundation of operational hospital safety surveillance and a key component of multifaceted research surveillance, patient and family reports are not routinely gathered. We hypothesized that a novel family-reporting mechanism would improve incident detection. Objective: To compare error and AE rates (1) gathered systematically with vs without family reporting, (2) reported by families vs clinicians, and (3) reported by families vs hospital incident reports. Design, Setting, and Participants: We conducted a prospective cohort study including the parents/caregivers of 989 hospitalized patients 17 years and younger (total 3902 patient-days) and their clinicians from December 2014 to July 2015 in 4 US pediatric centers. Clinician abstractors identified potential errors and AEs by reviewing medical records, hospital incident reports, and clinician reports as well as weekly and discharge Family Safety Interviews (FSIs). Two physicians reviewed and independently categorized all incidents, rating severity and preventability (agreement, 68%-90%; κ, 0.50-0.68). Discordant categorizations were reconciled. Rates were generated using Poisson regression estimated via generalized estimating equations to account for repeated measures on the same patient. Main Outcomes and Measures: Error and AE rates. Results: Overall, 746 parents/caregivers consented for the study. Of these, 717 completed FSIs. Their median (interquartile range) age was 32.5 (26-40) years; 380 (53.0%) were nonwhite, 566 (78.9%) were female, 603 (84.1%) were English speaking, and 380 (53.0%) had attended college. Of 717 parents/caregivers completing FSIs, 185 (25.8%) reported a total of 255 incidents, which were classified as 132 safety concerns (51.8%), 102 nonsafety-related quality concerns (40.0%), and 21 other concerns (8.2%). These included 22 preventable AEs (8.6%), 17 nonharmful medical errors (6.7%), and 11 nonpreventable AEs (4.3%) on the study unit. In total, 179 errors and 113 AEs were identified from all sources. Family reports included 8 otherwise unidentified AEs, including 7 preventable AEs. Error rates with family reporting (45.9 per 1000 patient-days) were 1.2-fold (95% CI, 1.1-1.2) higher than rates without family reporting (39.7 per 1000 patient-days). Adverse event rates with family reporting (28.7 per 1000 patient-days) were 1.1-fold (95% CI, 1.0-1.2; P = .006) higher than rates without (26.1 per 1000 patient-days). Families and clinicians reported similar rates of errors (10.0 vs 12.8 per 1000 patient-days; relative rate, 0.8; 95% CI, .5-1.2) and AEs (8.5 vs 6.2 per 1000 patient-days; relative rate, 1.4; 95% CI, 0.8-2.2). Family-reported error rates were 5.0-fold (95% CI, 1.9-13.0) higher and AE rates 2.9-fold (95% CI, 1.2-6.7) higher than hospital incident report rates. Conclusions and Relevance: Families provide unique information about hospital safety and should be included in hospital safety surveillance in order to facilitate better design and assessment of interventions to improve safety.