ABSTRACT
OBJECTIVES: A companion article reports the trajectory of long-term mortality and significant health-related quality of life disability among children encountering septic shock. In this article, the investigators examine critical illness factors associated with these adverse outcomes. DESIGN: Prospective, cohort-outcome study, conducted 2013-2017. SETTING: Twelve United States academic PICUs. PATIENTS: Critically ill children, 1 month to 18 years, with community-acquired septic shock requiring vasoactive-inotropic support. INTERVENTIONS: Illness severity, organ dysfunction, and resource utilization data were collected during PICU admission. Change from baseline health-related quality of life at the month 3 follow-up was assessed by parent proxy-report employing the Pediatric Quality of Life Inventory or the Stein-Jessop Functional Status Scale. MEASUREMENTS AND MAIN RESULTS: In univariable modeling, critical illness variables associated with death and/or persistent, serious health-related quality of life deterioration were candidates for multivariable modeling using Bayesian information criterion. The most clinically relevant multivariable models were selected among models with near-optimal statistical fit. Three months following septic shock, 346 of 389 subjects (88.9%) were alive and 43 of 389 had died (11.1%); 203 of 389 (52.2%) had completed paired health-related quality of life surveys. Pediatric Risk of Mortality, cumulative Pediatric Logistic Organ Dysfunction scores, PICU and hospital durations of stay, maximum and cumulative vasoactive-inotropic scores, duration of mechanical ventilation, need for renal replacement therapy, extracorporeal life support or cardiopulmonary resuscitation, and appearance of pathologic neurologic signs were associated with adverse outcomes in univariable models. In multivariable regression analysis (odds ratio [95% CI]), summation of daily Pediatric Logistic Organ Dysfunction scores, 1.01/per point (1.01-1.02), p < 0.001; highest vasoactive-inotropic score, 1.02/per point (1.00-1.04), p = 0.003; and any acute pathologic neurologic sign/event, 5.04 (2.15-12.01), p < 0.001 were independently associated with death or persistent, serious deterioration of health-related quality of life at month 3. CONCLUSIONS AND RELEVANCE: Biologically plausible factors related to sepsis-associated critical illness organ dysfunction and its treatment were associated with poor outcomes at month 3 follow-up among children encountering septic shock.
Subject(s)
Critical Illness/mortality , Health Resources/statistics & numerical data , Intensive Care Units, Pediatric/statistics & numerical data , Quality of Life , Shock, Septic/mortality , Adolescent , Bayes Theorem , Child , Child, Preschool , Female , Humans , Infant , Male , Organ Dysfunction Scores , Prospective Studies , Respiration, Artificial , Severity of Illness Index , Shock, Septic/physiopathology , Time Factors , United States/epidemiologyABSTRACT
OBJECTIVES: In-hospital pediatric sepsis mortality has decreased substantially, but long-term mortality and morbidity among children initially surviving sepsis, is unknown. Accordingly, the Life After Pediatric Sepsis Evaluation investigation was conducted to describe the trajectory of mortality and health-related quality of life morbidity for children encountering community-acquired septic shock. DESIGN: Prospective, cohort-outcome study, conducted 2013-2017. SETTING: Twelve academic PICUs in the United States. PATIENTS: Critically ill children, 1 month to 18 years, with community-acquired septic shock requiring vasoactive-inotropic support. INTERVENTIONS: Demographic, infection, illness severity, organ dysfunction, and resource utilization data were collected daily during PICU admission. Serial parent proxy-report health-related quality of life assessments were obtained at baseline, 7 days, and 1, 3, 6, and 12 months following PICU admission utilizing the Pediatric Quality of Life Inventory or Stein-Jessop Functional Status Scale. MEASUREMENTS AND MAIN RESULTS: Among 389 children enrolled, mean age was 7.4 ± 5.8 years; 46% were female; 18% were immunocompromised; and 51% demonstrated chronic comorbidities. Baseline Pediatric Overall Performance Category was normal in 38%. Median (Q1-Q3) Pediatric Risk of Mortality and Pediatric Logistic Organ Dysfunction scores at PICU admission were 11.0 (6.0-17.0) and 9.0 (6.0-11.0); durations of vasoactive-inotropic and mechanical ventilation support were 3.0 days (2.0-6.0 d) and 8.0 days (5.0-14.0 d); and durations of PICU and hospital stay were 9.4 days (5.6-15.4 d) and 15.7 days (9.2-26.0 d). At 1, 3, 6, and 12 months following PICU admission for the septic shock event, 8%, 11%, 12%, and 13% of patients had died, while 50%, 37%, 30%, and 35% of surviving patients had not regained their baseline health-related quality of life. CONCLUSIONS: This investigation provides the first longitudinal description of long-term mortality and clinically relevant, health-related quality of life morbidity among children encountering community-acquired septic shock. Although in-hospital mortality was 9%, 35% of survivors demonstrated significant, health-related quality of life deterioration from baseline that persisted at least 1 year following hospitalization for septic shock.
Subject(s)
Intensive Care Units, Pediatric/statistics & numerical data , Shock, Septic/mortality , Adolescent , Age Factors , Child , Child, Preschool , Community-Acquired Infections , Comorbidity , Female , Health Resources/statistics & numerical data , Hospital Mortality , Humans , Infant , Length of Stay/statistics & numerical data , Longitudinal Studies , Male , Organ Dysfunction Scores , Prospective Studies , Quality of Life , Respiration, Artificial/statistics & numerical data , Sepsis/mortality , Severity of Illness Index , Socioeconomic Factors , United States/epidemiologyABSTRACT
OBJECTIVES: To identify trajectories and correlates of caregiver distress and family functioning in families of children who survived community-acquired septic shock. We hypothesized that: 1) a substantial subset of families would demonstrate trajectories of persistent elevated caregiver distress and impaired family functioning 12 months after hospitalization and 2) sociodemographic and clinical risk factors would be associated with trajectories of persistent distress and family dysfunction. DESIGN: Prospective cohort. SETTING: Fourteen PICUs in the United States. PATIENTS: Caregivers of 260 children who survived community-acquired septic shock. INTERVENTIONS: None. MEASUREMENTS AND MAIN RESULTS: Caregivers completed ratings of distress on the Brief Symptom Inventory and of family functioning on the Family Assessment Device at baseline, 1, 3, 6, and 12 months after hospitalization. Results from group-based trajectory modeling indicated that 67% of the current sample was characterized by persistent low caregiver distress, 26% by persistent moderate to high distress that remained stable across 12 months (high-risk caregiver distress group), and 8% by initial high distress followed by gradual recovery. Forty percent of the sample was characterized by stable high family functioning, 15% by persistent high dysfunction across 12 months (high-risk family functioning group), 12% by gradually improving functioning, and 32% by deteriorating function over time. Independently of age, child race was associated with membership in the high-risk caregiver distress group (non-white/Hispanic; effect size, -0.12; p = 0.010). There were no significant sociodemographic or clinical correlates of the high-risk family functioning group in multivariable analyses. CONCLUSIONS: Although the majority of families whose children survived community-acquired septic shock were characterized by resilience, a subgroup demonstrated trajectories of persistently elevated distress and family dysfunction during the 12 months after hospitalization. Results suggest a need for family-based psychosocial screening after pediatric septic shock to identify and support at-risk families.
Subject(s)
Caregivers , Shock, Septic , Adaptation, Psychological , Child , Family , Humans , Prospective Studies , Quality of LifeABSTRACT
OBJECTIVES: To evaluate the physical and psychosocial domains of health-related quality of life among children during the first year following community-acquired septic shock, and explore factors associated with poor physical and psychosocial health-related quality of life outcomes. DESIGN: Secondary analysis of the Life After Pediatric Sepsis Evaluation. SETTING: Twelve academic PICUs in the United States. PATIENTS: Children greater than or equal to 1 month and less than 18 years old who were perceived to be without severe developmental disability by their family caregiver at baseline and who survived hospitalization for community-acquired septic shock. INTERVENTIONS: Family caregivers completed the Pediatric Quality of Life Inventory for children 2-18 years old or the Pediatric Quality of Life Inventory Infant Scales for children less than 2 years old at baseline (reflecting preadmission status), day 7, and months 1, 3, 6, and 12 following PICU admission. Higher Pediatric Quality of Life Inventory Physical and Psychosocial Health Summary Scores indicate better health-related quality of life. MEASUREMENTS AND MAIN RESULTS: Of 204 children, 58 (28.2%) had a complex chronic comorbid condition. Children with complex chronic comorbid conditions had lower baseline physical health-related quality of life (62.7 ± 22.6 vs 84.1 ± 19.7; p < 0.001) and psychosocial health-related quality of life (68.4 ± 14.1 vs 81.2 ± 15.3; p < 0.001) than reference norms, whereas children without such conditions had baseline scores similar to reference norms. Children with complex chronic comorbid conditions recovered to their baseline health-related quality of life, whereas children without such conditions did not (physical health-related quality of life 75.3 ± 23.7 vs 83.2 ± 20.1; p = 0.008 and psychosocial health-related quality of life 74.5 ± 18.7 vs 80.5 ± 17.9; p = 0.006). Age less than 2 years was independently associated with higher month 12 physical health-related quality of life, and abnormal neurologic examination and neurologic injury suspected by a healthcare provider during the PICU course were independently associated with lower month 12 physical health-related quality of life. Treatment of increased intracranial pressure and medical device use at month 1 were independently associated with lower month 12 psychosocial health-related quality of life. CONCLUSIONS: Physical and psychosocial health-related quality of life were reduced among children during the first year following community-acquired septic shock compared with reference norms, although many recovered to baseline. Risk factors for poor health-related quality of life included neurologic complications during the hospitalization and dependence on a medical device 1 month postadmission.
Subject(s)
Sepsis , Shock, Septic , Adolescent , Caregivers , Child , Child, Preschool , Humans , Infant , Quality of Life , Risk FactorsABSTRACT
OBJECTIVE: To identify insurance-based disparities in access to outpatient pediatric neurorehabilitation services. DESIGN: Audit study with paired calls, where callers posed as a mother seeking services for a simulated child with history of severe traumatic brain injury and public or private insurance. SETTING: Outpatient rehabilitation clinics. PARTICIPANTS: Sample of rehabilitation clinics (N=287): 195 physical therapy (PT) clinics, 109 occupational therapy (OT) clinics, 102 speech therapy (ST) clinics, and 11 rehabilitation medicine clinics. INTERVENTIONS: Not applicable. MAIN OUTCOME MEASURES: Acceptance of public insurance and the number of business days until the next available appointment. RESULTS: Therapy clinics were more likely to accept private insurance than public insurance (relative risk [RR] for PT clinics, 1.33; 95% confidence interval [CI], 1.22-1.44; RR for OT clinics, 1.40; 95% CI, 1.24-1.57; and RR for ST clinics, 1.42; 95% CI, 1.25-1.62), with no significant difference for rehabilitation medicine clinics (RR, 1.10; 95% CI, 0.90-1.34). The difference in median wait time between clinics that accepted public insurance and those accepting only private insurance was 4 business days for PT clinics and 15 days for ST clinics (P≤.001), but the median wait time was not significantly different for OT clinics or rehabilitation medicine clinics. When adjusting for urban and multidisciplinary clinic statuses, the wait time at clinics accepting public insurance was 59% longer for PT (95% CI, 39%-81%), 18% longer for OT (95% CI, 7%-30%), and 107% longer for ST (95% CI, 87%-130%) than that at clinics accepting only private insurance. Distance to clinics varied by discipline and area within the state. CONCLUSIONS: Therapy clinics were less likely to accept public insurance than private insurance. Therapy clinics accepting public insurance had longer wait times than did clinics that accepted only private insurance. Rehabilitation professionals should attempt to implement policy and practice changes to promote equitable access to care.
Subject(s)
Ambulatory Care/statistics & numerical data , Brain Injuries, Traumatic/rehabilitation , Health Services Accessibility/statistics & numerical data , Insurance Coverage/statistics & numerical data , Neurological Rehabilitation/statistics & numerical data , Appointments and Schedules , Child , Female , Humans , Male , Medicaid/statistics & numerical data , United States , WashingtonABSTRACT
The objective of this study was to determine whether antibiotic exposure is associated with extended-spectrum-beta-lactamase- or AmpC-producing Escherichia coli or Klebsiella pneumoniae infections in children. We collected extended-spectrum-beta-lactamase- or AmpC-producing E. coli or K. pneumoniae isolates and same-species susceptible controls from normally sterile sites of patients aged ≤21 years, along with associated clinical data, at four free-standing pediatric centers. After controlling for potential confounders, the relative risk of having an extended-spectrum-beta-lactamase-producing isolate rather than a susceptible isolate was 2.2 times higher (95% confidence interval [CI], 1.49 to 3.35) among those with antibiotic exposure in the 30 days prior to infection than in those with no antibiotic exposure. The results were similar when analyses were limited to exposure to third-generation cephalosporins, other broad-spectrum beta-lactams, or trimethoprim-sulfamethoxazole. Conversely, the relative risk of having an AmpC-producing versus a susceptible isolate was not significantly elevated with any antibiotic exposure in the 30 days prior to infection (adjusted relative risk ratio, 1.12; 95% CI, 0.65 to 1.91). However, when examining subgroups of antibiotics, the relative risk of having an AmpC-producing isolate was higher for patients with exposure to third-generation cephalosporins (adjusted relative risk ratio, 4.48; 95% CI, 1.75 to 11.43). Dose-response relationships between antibiotic exposure and extended-spectrum-beta-lactamase-producing or AmpC-producing isolates were not demonstrated. These results reinforce the need to study and implement pediatric antimicrobial stewardship strategies, and they indicate that epidemiological studies of third-generation cephalosporin-resistant E. coli and K. pneumoniae isolates should include resistance mechanisms when possible.
Subject(s)
Escherichia coli/enzymology , Escherichia coli/pathogenicity , Klebsiella pneumoniae/enzymology , Klebsiella pneumoniae/pathogenicity , beta-Lactamases/metabolism , Adolescent , Adult , Anti-Bacterial Agents/pharmacology , Aztreonam/pharmacology , Bacterial Proteins/genetics , Cefepime , Cefotaxime/pharmacology , Ceftazidime/pharmacology , Ceftriaxone/pharmacology , Cephalosporins/pharmacology , Child , Child, Preschool , Drug Resistance, Multiple, Bacterial/genetics , Escherichia coli Infections/enzymology , Escherichia coli Infections/genetics , Female , Humans , Infant , Infant, Newborn , Klebsiella Infections/enzymology , Klebsiella Infections/genetics , Male , Microbial Sensitivity Tests , Prospective Studies , Young Adult , beta-Lactamases/geneticsABSTRACT
INTRODUCTION: According to 40 yr of data, the fatality rate for a helicopter crash into water is approximately 25%. Does warning time and the final position of the helicopter in the water influence the survival rate? METHODS: The National Transportation Safety Board (NTSB) database was queried to identify helicopter crashes into water between 1981 and 2011 in the Gulf of Mexico and Hawaii. Fatality rate, amount of warning time prior to the crash, and final position of the helicopter were identified. RESULTS: There were 133 helicopters that crashed into water with 456 crew and passengers. Of these, 119 occupants (26%) did not survive; of those who did survive, 38% were injured. Twelve died after making a successful escape from the helicopter. Crashes with < 15 s warning had a fatality rate of 22%, compared to 12% for 16-60 s warning and 5% for > 1 min. However, more than half of fatalities (57%) came from crashes for which the warning time could not be determined. DISCUSSION: Lack of warning time and how to survive in the water after the crash should be a topic for study in all marine survival/aircraft ditching courses. Investigators should be trained to provide estimates of warning time when investigating helicopter crashes into water.
Subject(s)
Accidents, Aviation/mortality , Aerospace Medicine , Aircraft , Water , Accidents, Aviation/statistics & numerical data , Gulf of Mexico , Hawaii , Humans , Risk Factors , Survival Rate , Time FactorsABSTRACT
INTRODUCTION: The hazards inherent in flight operations in the Gulf of Mexico prompted investigation of the number and circumstances of crashes related to oil and gas operations in the region. METHODS: The National Transportation Safety Board (NTSB) database was queried for helicopter crashes during 1983 through 2009 related to Gulf of Mexico oil or gas production. The crashes were identified based on word searches confirmed by a narrative statement indicating that the flight was related to oil or gas operations. RESULTS: During 1983-2009, the NTSB recorded a total of 178 helicopter crashes related to oil and gas operations in the Gulf of Mexico, with an average of 6.6 crashes per year (5.6 annually during 1983-1999 vs. 8.2 during 2000-2009). The crashes resulted in a total of 139 fatalities, including 41 pilots. Mechanical failure was the most common precipitating factor, accounting for 68 crashes (38%). Bad weather led to 29 crashes (16%), in which 40% of the 139 deaths occurred. Pilot error was cited by the NTSB in 83 crashes (47%). After crashes or emergency landings on water, 15 helicopters sank when flotation devices were not activated automatically or by pilots. DISCUSSION: Mechanical failure, non-activation of flotation, and pilot error are major problems to be addressed if crashes and deaths in this lethal environment are to be reduced.
Subject(s)
Accidents, Aviation/statistics & numerical data , Accidents, Occupational/statistics & numerical data , Extraction and Processing Industry , Fossil Fuels , Equipment Failure , Female , Humans , Male , Oceans and Seas , PetroleumABSTRACT
INTRODUCTION: Medication reconciliation errors (MREs) are common and can lead to significant patient harm. Quality improvement efforts to identify and reduce these errors typically rely on resource-intensive chart reviews or adverse event reporting. Quantifying these errors hospital-wide is complicated and rarely done. The purpose of this study is to define a set of 6 MREs that can be easily identified across an entire healthcare organization and report their prevalence at 2 pediatric hospitals. METHODS: An algorithmic analysis of discharge medication lists and confirmation by clinician reviewers was used to find the prevalence of the 6 discharge MREs at 2 pediatric hospitals. These errors represent deviations from the standards for medication instruction completeness, clarity, and safety. The 6 error types are Duplication, Missing Route, Missing Dose, Missing Frequency, Unlisted Medication, and See Instructions errors. RESULTS: This study analyzed 67,339 discharge medications and detected MREs commonly at both hospitals. For Institution A, a total of 4,234 errors were identified, with 29.9% of discharges containing at least one error and an average of 0.7 errors per discharge. For Institution B, a total of 5,942 errors were identified, with 42.2% of discharges containing at least 1 error and an average of 1.6 errors per discharge. The most common error types were Duplication and See Instructions errors. CONCLUSION: The presented method shows these MREs to be a common finding in pediatric care. This work offers a tool to strengthen hospital-wide quality improvement efforts to reduce pediatric medication errors.
ABSTRACT
BACKGROUND AND OBJECTIVES: Understanding disparities in child health-related quality of life (HRQoL) may reveal opportunities for targeted improvement. This study examined associations between social disadvantage, access to care, and child physical functioning before and after hospitalization for acute respiratory illness. METHODS: From July 1, 2014, to June 30, 2016, children ages 8-16 years and/or caregivers of children 2 weeks to 16 years admitted to five tertiary care children's hospitals for three common respiratory illnesses completed a survey on admission and within 2 to 8 weeks after discharge. Survey items assessed social disadvantage (minority race/ ethnicity, limited English proficiency, low education, and low income), difficulty/delays accessing care, and baseline and follow-up HRQoL physical functioning using the Pediatric Quality of Life Inventory (PedsQL, range 0-100). We examined associations between these three variables at baseline and follow-up using multivariable, mixed-effects linear regression models with multiple imputation sensitivity analyses for missing data. RESULTS: A total of 1,325 patients and/or their caregivers completed both PedsQL assessments. Adjusted mean baseline PedsQL scores were significantly lower for patients with social disadvantage markers, compared with those of patients with none (78.7 for >3 markers versus 85.5 for no markers, difference -6.1 points (95% CI: -8.7, -3.5). The number of social disadvantage markers was not associated with mean follow-up PedsQL scores. Difficulty/delays accessing care were associated with lower PedsQL scores at both time points, but it was not a significant effect modifier between social disadvantage and PedsQL scores. CONCLUSIONS: Having social disadvantage markers or difficulty/delays accessing care was associated with lower baseline physical functioning; however, differences were reduced after hospital discharge.
Subject(s)
Health Services Accessibility/statistics & numerical data , Healthcare Disparities , Minority Groups , Physical Functional Performance , Poverty , Respiratory Tract Infections/therapy , Adolescent , Caregivers , Child , Female , Hospitalization , Hospitals, Pediatric , Humans , Male , Prospective Studies , Quality of Life/psychology , Respiratory Tract Infections/diagnosis , Surveys and QuestionnairesABSTRACT
INTRODUCTION: Crashes of sightseeing helicopter flights in Hawaii and the resulting tourist deaths prompted the FAA to issue regulations in 1994 specific to air tours in Hawaii. Research was undertaken to examine the effect of the 1994 Rule and to describe the circumstances of such crashes. METHOD: From National Transportation Safety Board data, 59 crashes of helicopter air tour flights in Hawaii during 1981-2008 were identified; crash investigation reports were read and coded. Crashes in 1995-2008 were compared with those in 1981-1994. RESULTS: The 1994 Rule was followed by a 47% decrease in the crash rate, from 3.4 to 1.8/100,000 flight hours. The number of crashes into the ocean decreased from eight before the Rule to one afterwards. VFR-IMC crashes increased from 5 to 32% of crashes. There were 46 tourists and 9 pilots who died in 16 fatal crashes. Aircraft malfunctions, primarily due to poor maintenance, precipitated 34 (58%) of the crashes and persisted throughout the 28-yr period. Pilot errors were apparent in 23 crashes (39%). Flight from visual to instrument conditions occurred in two cases before the Rule and seven cases after. Terrain unsuitable for landing was cited in 37 crashes (63%). CONCLUSION: Decreases occurred in the overall number and rate of crashes and in ocean crash landings. The increase in VFR-IMC crashes may be related to the requirement that tour helicopters fly at least 1500 ft. above terrain. Attention is still needed to maintenance, pilot training, and restricting flights to operating areas and conditions that enable safe emergency landings.
Subject(s)
Accidents, Aviation , Aircraft/statistics & numerical data , Safety , Travel , Adult , Aged , Aircraft/legislation & jurisprudence , Female , Hawaii , Humans , Male , Middle Aged , Risk Assessment , Risk Factors , Time FactorsABSTRACT
INTRODUCTION: In 1997, in an effort to reduce the crash rate of scheduled commuter flights, the FAA required aircraft with 10-30 passenger seats to operate under stricter rules. Training and other requirements of 14 CFR Part 121 rules were applied to these midsize commuters, which previously had operated under the less strict Part 135 rules. Published crash rates obscured changes related to aircraft size. This research was undertaken to determine whether the rule change affected crash rates of aircraft with 10-30 passenger seats. METHOD: We determined the number of passenger seats on each Part 135 or Part 121 aircraft that crashed between 1983 and 2007. For aircraft with < 10, 10-30, and > 30 seats, we estimated the numbers of departures and crash rates, adjusting for changes in total departures and numbers of in-service aircraft. RESULTS: The Part 135 crash rate tripled in 1997 when commuters with 10-30 seats were excluded, reflecting the administrative change. However, the crash rate of aircraft with 10-30 passenger seats began to decline 4 yr before the rule change; thereafter, their rate was lower than for larger aircraft. The fleet size of aircraft with 10-30 passenger seats increased from 1983 to 1997, then declined as they were replaced with larger aircraft in response to the rule change. DISCUSSION: No effect of the rule change on crash rates of 10-30-seat aircraft was apparent. The decline in their crash rates began before the rule change and may have been related to the 1992 requirement for ground proximity warning devices.
Subject(s)
Accidents, Aviation/statistics & numerical data , Accidents, Occupational/statistics & numerical data , Aviation/legislation & jurisprudence , Accidents, Aviation/legislation & jurisprudence , Accidents, Aviation/trends , Accidents, Occupational/legislation & jurisprudence , Accidents, Occupational/trends , Humans , Incidence , United States/epidemiology , Work Schedule ToleranceABSTRACT
BACKGROUND: In the hospitalized patient, nephrotoxin exposure is one potentially modifiable risk factor for acute kidney injury (AKI). Clinical decision support based on nephrotoxin ordering was developed at our hospital to assist inpatient providers with the prevention or mitigation of nephrotoxin-related AKI. The initial decision support algorithm (Algorithm 1) was modified in order to align with a national AKI collaborative (Algorithm 2). OBJECTIVE: Our first aim was to determine the impact of this alignment on the sensitivity and specificity of our nephrotoxin-related AKI detection system. Second, if the system efficacy was found to be suboptimal, we then sought to develop an improved model. DESIGN: A retrospective cohort study in hospitalized patients between December 1, 2013 and November 30, 2015 (N = 14,779) was conducted. INTERVENTIONS: With the goal of increasing nephrotoxin-related AKI detection sensitivity, a novel model based on the identification of combinations of high-risk medications was developed. RESULTS: Application of the algorithms to our nephrotoxin use and AKI data resulted in sensitivities of 46.9% (Algorithm 1) and 43.3% (Algorithm 2, P = .22) and specificities of 73.6% and 89.3%, respectively (P < .001). Our novel AKI detection model was able to deliver a sensitivity of 74% and a specificity of 70%. CONCLUSIONS: Modifications to our AKI detection system by adopting Algorithm 2, which included an expanded list of nephrotoxins and equally weighting each medication, did not improve our nephrotoxin-related AKI detection. It did improve our system's specificity. Sensitivity increased by >50% when we applied a novel algorithm based on observed data with identification of key medication combinations.
Subject(s)
Acute Kidney Injury/chemically induced , Acute Kidney Injury/diagnosis , Algorithms , Child, Hospitalized , Decision Support Systems, Clinical , Prescription Drugs/toxicity , Acute Kidney Injury/prevention & control , Adolescent , Adult , Child , Child, Preschool , Female , Humans , Infant , Infant, Newborn , Male , Prescription Drugs/administration & dosage , Retrospective Studies , Risk Factors , Young AdultABSTRACT
OBJECTIVE: Efforts to decrease hospital revisits often focus on improving access to outpatient follow-up. Our objective was to assess the relationship between perceived access to timely office-based care and subsequent 30-day revisits following hospital discharge for 4 common respiratory illnesses. METHODS: This was a prospective cohort study of children 2 weeks to 16years admitted to 5 US children's hospitals for asthma, bronchiolitis, croup, or pneumonia between July 2014 and June 2016. Hospital and emergency department (ED) (in the case of croup) admission surveys administered to caregivers included the Consumer Assessments of Healthcare Providers and Systems Timely Access to Care. Access composite scores (range 0-100, with greater scores indicating better access) were linked with 30-day ED revisits and inpatient readmissions from the Pediatric Health Information System. The relationship between access to timely care and repeat utilization was assessed using multivariable logistic regression adjusting for demographics, hospitalization, and home/outpatient factors. RESULTS: Of the 2438 children enrolled, 2179 (89%) reported an office visit in the previous 6 months. Average access composite score was 52.0 (standard deviation, 36.3). In adjusted analyses, greater access scores were associated with greater odds of 30-day ED revisits (odds ratio [OR]â¯=â¯1.07; 95% confidence interval [CI], 1.02-1.13)-particularly for croup (ORâ¯=â¯1.17; 95% CI, 1.02-1.36)-but not inpatient readmissions (ORâ¯=â¯1.02; 95% CI, 0.96-1.09). CONCLUSIONS: Perceived access to timely office-based care was associated with significantly greater odds of subsequent ED revisit. Focusing solely on enhancing timely access to care following discharge for common respiratory illnesses may be insufficient to prevent repeat utilization.
Subject(s)
Ambulatory Care/statistics & numerical data , Emergency Service, Hospital/statistics & numerical data , Health Services Accessibility/statistics & numerical data , Respiratory Tract Diseases/therapy , Acute Disease , Adolescent , Child , Child, Preschool , Female , Hospitals , Humans , Infant , Infant, Newborn , Logistic Models , Male , Prospective Studies , Respiratory Tract Diseases/epidemiology , Time , United States/epidemiologyABSTRACT
BACKGROUND: There is a movement to ensure that pediatric patients are treated in appropriately resourced hospitals through the ACS Children's Surgery Verification (CSV) program. The objective of this study was to assess the potential difference in care provision, health outcomes and healthcare and societal costs after implementation of the CSV program. METHODS: All 2011 inpatient admissions for selected complex pediatric patients warranting treatment at a hospital with Level I resources were evaluated across 6 states. Multivariate regressions were used to analyze differences in healthcare outcomes (postoperative complications including death, length of stay, readmissions and ED visits within 30 days) and costs by CSV level. Recycled predictions were used to estimate differences between the base case scenario, where children actually received care, and the optimized scenario, where all children were theoretically treated at Level I centers. RESULTS: 8,006 children (mean age 3.06 years, SD 4.49) met inclusion criteria, with 45% treated at Level I hospitals, 30% at Level II and 25% at Level III. No statistically significant differences were observed in healthcare outcomes. Readmissions within 30 days were higher at Level II compared to Level I centers (adjusted IRR 1.61; 95% CI 1.11, 2.34), with an estimated 24 avoidable readmissions per 1000 children if treatment were shifted from Level II to Level I centers. Overall, costs per child were not significantly different between the base case and the optimized scenario. CONCLUSION: Many complex surgical procedures are being performed at Level II/III centers. This study found no statistically significant increase in healthcare or societal costs if these were performed instead at Level I centers under the optimized scenario. Ongoing evaluation of efforts to match institutional resources with individual patient needs is needed to optimize children's surgical care in the United States. LEVEL OF EVIDENCE: II.
Subject(s)
Health Care Costs/statistics & numerical data , Hospitalization/statistics & numerical data , Surgical Procedures, Operative/statistics & numerical data , Adolescent , Child , Child, Preschool , Databases, Factual , Female , Health Resources , Hospitalization/economics , Hospitals/statistics & numerical data , Humans , Infant , Inpatients , Length of Stay/economics , Length of Stay/statistics & numerical data , Male , Postoperative Complications/economics , Postoperative Complications/epidemiology , Program Evaluation/methods , Surgical Procedures, Operative/economics , Treatment Outcome , United StatesABSTRACT
BACKGROUND: Active commuting to school (ACS) is associated with increased physical activity and lowered risk of obesity. In observational studies, ACS was associated with child self-efficacy, parent self-efficacy, and parent outcome expectations, although few experiments have assessed changes in these behavioral constructs. AIM: This study examined the effects of a bicycle train intervention (BTI) on child self-efficacy, parent self-efficacy, and parent outcome expectations in a diverse, low socioeconomic status population. METHOD: Data were from a 2014 BTI pilot randomized controlled trial (RCT) on fourth to fifth graders aged 9 to 12 years, n = 54, from four schools serving low-income populations in Seattle, Washington. The BTI was a group of children and study staff who cycled together to/from school daily, while controls received no intervention. Responses to validated child self-efficacy, parent self-efficacy, and parent outcome expectations questionnaires ranged from 1 to 3. Adjusted linear mixed effects models estimated standardized coefficients for child self-efficacy, parent self-efficacy, and parent outcome expectations comparing intervention and controls from Time 1 (preintervention) to Time 2 (final 4-6 weeks of intervention). RESULTS: The intervention group had increases in child self-efficacy of 0.84 standard deviations (95% confidence interval [CI] [0.37, 1.31]), parent self-efficacy of 0.46 standard deviations (95% CI [0.05, 0.86]), and parent outcome expectations of 0.47 standard deviations (95% CI [0.17, 0.76]) compared with controls from Times 1 to 2 (all ps <.05). CONCLUSION: A BTI improved child self-efficacy, parent self-efficacy, and parent outcome expectations, which warrants a larger RCT to examine long-term changes to these behavioral constructs and ACS.
Subject(s)
Bicycling , Schools , Self Efficacy , Transportation/methods , Child , Exercise , Female , Health Behavior , Humans , Male , Parents/psychology , Poverty , Randomized Controlled Trials as Topic , Surveys and Questionnaires , WashingtonABSTRACT
OBJECTIVE: To modify the Pediatric Medical Complexity Algorithm (PMCA) to include both International Classification of Diseases, Ninth and Tenth Revisions, Clinical Modification (ICD-9/10-CM) codes for classifying children with chronic disease (CD) by level of medical complexity and to assess the sensitivity and specificity of the new PMCA version 3.0 for correctly identifying level of medical complexity. METHODS: To create version 3.0, PMCA version 2.0 was modified to include ICD-10-CM codes. We applied PMCA version 3.0 to Seattle Children's Hospital data for children with ≥1 emergency department (ED), day surgery, and/or inpatient encounter from January 1, 2016, to June 30, 2017. Starting with the encounter date, up to 3 years of retrospective discharge data were used to classify children as having complex chronic disease (C-CD), noncomplex chronic disease (NC-CD), and no CD. We then selected a random sample of 300 children (100 per CD group). Blinded medical record review was conducted to ascertain the levels of medical complexity for these 300 children. The sensitivity and specificity of PMCA version 3.0 was assessed. RESULTS: PMCA version 3.0 identified children with C-CD with 86% sensitivity and 86% specificity, children with NC-CD with 65% sensitivity and 84% specificity, and children without CD with 77% sensitivity and 93% specificity. CONCLUSIONS: PMCA version 3.0 is an updated publicly available algorithm that identifies children with C-CD, who have accessed tertiary hospital emergency department, day surgery, or inpatient care, with very good sensitivity and specificity when applied to hospital discharge data and with performance to earlier versions of PMCA.
Subject(s)
Algorithms , Chronic Disease , International Classification of Diseases , Severity of Illness Index , Adolescent , Child , Child, Preschool , Dermatitis, Allergic Contact , Female , Hospitals, Pediatric , Humans , Infant , Male , Medical Records , Methacrylates/adverse effects , Sensitivity and Specificity , Washington , Young AdultABSTRACT
OBJECTIVES: The majority of children with community-acquired pneumonia (CAP) are primarily evaluated in community hospital emergency departments (EDs); however, studies on the management of pediatric CAP have largely targeted care provided in freestanding children's hospital EDs or inpatient settings. The objectives of this study were to examine whether implementation of a CAP pathway within three community hospital EDs and inpatient units improved process measures related to appropriate laboratory testing and antibiotic prescribing and to compare performance on these measures between the community hospitals and a freestanding children's hospital. METHODS: Through a multidisciplinary approach (including general emergency medicine [EM] providers, pediatric fellowship-trained EM providers, and pediatric hospitalists), a CAP pathway was designed and implemented at three community hospitals in January and February 2016. Diagnostic and therapeutic process measures were collected using administrative data and medical record abstraction 1 year pre- and postintervention. Chi-square statistics and statistical process control P-charts were used to examine adherence to these process measures. RESULTS: Across the community hospitals, 544 patients preintervention and 321 patients postintervention met inclusion criteria, with 290 children's hospital patients meeting criteria in the postintervention period. Adherence to process measures increased postintervention for appropriate laboratory testing, narrow-spectrum antibiotic stewardship and macrolide stewardship by 10.8% (95% confidence interval [CI] = 4.7% to 16.9%), 8.3% (95% CI = 21.5% to 15.2%), and 3.1% (95% CI = -4.3% to 10.4%), respectively. Statistical process control P-charts demonstrated special cause variation immediately after implementation of the intervention in regards to appropriate laboratory testing. CONCLUSION: Implementation of a CAP pathway through a multisite community hospital intervention improved adherence to evidence-based recommendations for laboratory testing and antibiotic stewardship. Similar interventions may improve the quality of care for children with CAP on a population level, as community hospitals are where these patients are seen most frequently.
ABSTRACT
OBJECTIVES: Seattle Children's Hospital sought to optimize the value equation for neonatal jaundice patients by creating a standard care pathway. METHODS: An evidence-based pathway for management of neonatal jaundice was created. This included multidisciplinary team assembly, comprehensive literature review, creation of a treatment algorithm and computer order sets, formulation of goals and metrics, roll-out of an education program for end users, and ongoing pathway improvement. The pathway was implemented on May 31, 2012. Quality metrics before and after implementation were compared. External data were used to analyze cost impacts. RESULTS: Significant improvements were achieved across multiple quality dimensions. Time to recovery decreased: mean length of stay was 1.30 days for 117 prepathway patients compared with 0.87 days for 69 postpathway patients (P < .001). Efficiency was enhanced: mean time to phototherapy initiation was 101.26 minutes for 14 prepathway patients compared with 54.67 minutes for 67 postpathway patients (P = .03). Care was less invasive: intravenous fluid orders were reduced from 80% to 44% (P < .001). Inpatient use was reduced: 66% of prepathway patients were admitted from the emergency department to inpatient care, compared with 50% of postpathway patients (P = .01). There was no increase in the readmission rate. These achievements translated to statistically significant cost reductions in total charges, as well as in the following categories: intravenous fluids, laboratory, room cost, and emergency department charges. CONCLUSIONS: An evidence-based standard care pathway for neonatal jaundice can significantly improve multiple dimensions of value, including reductions in cost and length of stay.
Subject(s)
Cost Savings , Critical Pathways/economics , Critical Pathways/standards , Jaundice, Neonatal/therapy , Quality Improvement , Fluid Therapy , Hospital Charges , Hospitals, Pediatric/economics , Hospitals, Pediatric/standards , Hospitals, Teaching/economics , Hospitals, Teaching/standards , Humans , Infant, Newborn , Length of Stay , Patient Readmission , Phototherapy , Time-to-Treatment , WashingtonABSTRACT
AIMS: Household food insecurity (FI), i.e., limited availability of nutritionally adequate foods, is associated with poor glycemic control among adults with type 2 diabetes. We evaluated the association of FI among youth and young adults (YYA) with type 1 diabetes to inform recent clinical recommendations from the American Diabetes Association for providers to screen all patients with diabetes for FI. METHODS: Using data from the Washington and South Carolina SEARCH for Diabetes in Youth Study sites, we conducted an observational, cross-sectional evaluation of associations between FI and glycemic control, hospitalizations, and emergency department (ED) visits among YYA with type 1 diabetes. FI was assessed using the Household Food Security Survey Module, which queries conditions and behaviors typical of households unable to meet basic food needs. Participants' HbA1c were measured from blood drawn at the research visit; socio-demographics and medical history were collected by survey. RESULTS: The prevalence of FI was 19.5%. In adjusted logistic regression analysis, YYAs from food-insecure households had 2.37 higher odds (95% CI: 1.10, 5.09) of high risk glycemic control, i.e., HbA1c >9.0%, vs. peers from food-secure households. In adjusted binomial regression analysis for ED visits, YYAs from food-insecure households had an adjusted prevalence rate that was 2.95 times (95% CI [1.17, 7.45]) as great as those from food secure households. CONCLUSIONS: FI was associated with high risk glycemic control and more ED visits. Targeted efforts should be developed and tested to alleviate FI among YYA with type 1 diabetes.