{"title":"The Multidimensional Nature of Pediatric Patient Complexity.","authors":"Carly E Milliren, Phillip D Hahn, Al Ozonoff","doi":"10.1542/hpeds.2026-009283","DOIUrl":"https://doi.org/10.1542/hpeds.2026-009283","url":null,"abstract":"<p><strong>Objective: </strong>Patient complexity is defined in a variety of ways and is associated with health care costs and use. In this study, we evaluate whether pediatric inpatient complexity represents a single construct or multiple domains using multiple measures of diagnostic burden, health care use, and intensity.</p><p><strong>Methods: </strong>We analyzed administrative billing data from pediatric hospitals in the Pediatric Health Information System (PHIS) including medical and surgical hospitalizations discharged from 2021 to 2023 for patients aged 0 to 17 years with lengths of stay (LOS) of 30 days or fewer. We extracted measures of hospital use and clinical characteristics including LOS, readmissions, diagnosis and procedure codes, billing codes, and clinical classifications. For each discharge, we calculated measures capturing diagnostic burden, overall use and intensity, including unique diagnosis codes, unique items, services, and medications received, and complex chronic organ systems. We performed a principal components analysis (PCA) to examine patterns of shared variation and underlying dimensions among the included measures.</p><p><strong>Results: </strong>We included N = 2 090 139 discharges from 48 hospitals. Over three-quarters (79.5%) were medical admissions and 85% stayed less than 1 week. Our PCA identified 9 factors accounting for 74.1% of the variance. The first 3 factors comprised measures of diagnostic complexity (accounting for 20% of variance), use of medications, supply, and other items or services (17%), and procedural and overall use including LOS and intensive care unit use (10%).</p><p><strong>Conclusions: </strong>Our findings indicate pediatric inpatient complexity is multidimensional, with 9 distinct factors identified by PCA that may have important implications for health services research, quality measurement, and risk adjustment.</p>","PeriodicalId":38180,"journal":{"name":"Hospital pediatrics","volume":" ","pages":""},"PeriodicalIF":2.2,"publicationDate":"2026-10-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"149115978","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Kelci Butler, Amanda Luff, Sarah Klein, Amogha Dahal, Christian Etnyre, Mariane Cindy Ndiaye, Melanie Marsh
{"title":"Enhancing Care for Hospitalized Children With Medical Complexity via Targeted Education.","authors":"Kelci Butler, Amanda Luff, Sarah Klein, Amogha Dahal, Christian Etnyre, Mariane Cindy Ndiaye, Melanie Marsh","doi":"10.1542/hpeds.2026-009484","DOIUrl":"https://doi.org/10.1542/hpeds.2026-009484","url":null,"abstract":"<p><strong>Objectives: </strong>Children with medical complexity (CMC) and their caregivers face multifaceted challenges during hospitalization. Pediatric residents are often frontline clinicians for these patients but frequently identify feelings of inadequate preparedness to meet their care needs. We assessed the impact of a multimodal curriculum on common acute and chronic medical devices in CMC on caregiver-reported resident communication. We hypothesized that targeted education would translate to improved caregiver perception of family-centered communication.</p><p><strong>Methods: </strong>We implemented a novel medical device curriculum for pediatric residents at 2 children's hospitals. Caregivers of hospitalized CMC completed a modified 14-item Communication Assessment Tool pre- and post-curricular intervention. We used generalized estimating equations at the caregiver level and paired t tests at the resident level to evaluate pre-post changes. We compared postintervention scores with those of a cohort of unexposed residents.</p><p><strong>Results: </strong>We collected 253 surveys on 39 pediatric residents. At the resident level, there was a statistical increase in overall mean score following intervention (pre, 4.844/5 [SD = 0.213]; post, 4.934/5 [SD = 0.132]; P = .0328). At the caregiver level, mean survey scores increased, although this was not statistically significant. Four of 14 survey items showed statistical improvement following intervention. Caregiver-level outcomes were consistent in the sensitivity analysis using an unexposed control, indicating robustness of findings.</p><p><strong>Conclusion: </strong>Caregivers of CMC reported modest improvements in resident collaborative communication behaviors following intervention. Ongoing deliberate practice, including expanded educational models and the integration of caregiver feedback into physician evaluation tools, may further support skill development for clinicians caring for hospitalized CMC.</p>","PeriodicalId":38180,"journal":{"name":"Hospital pediatrics","volume":" ","pages":""},"PeriodicalIF":2.2,"publicationDate":"2026-10-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"149116072","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Sahar N Rooholamini, Corrie E McDaniel, Sunitha V Kaiser
{"title":"One Step at a Time: Design and Rationale for Stepped-Wedge Cluster Randomized Trials.","authors":"Sahar N Rooholamini, Corrie E McDaniel, Sunitha V Kaiser","doi":"10.1542/hpeds.2025-009158","DOIUrl":"https://doi.org/10.1542/hpeds.2025-009158","url":null,"abstract":"<p><p>Stepped-wedge cluster randomized trials provide researchers with an opportunity to simultaneously implement and evaluate systemic interventions in real-world settings. This study design may have advantages compared with other cluster randomized trial (CRT) designs by optimizing feasibility and uptake when resources or personnel are limited. We present strengths, limitations, and key considerations when deciding whether to use a stepped-wedge design. Statistical analysis of stepped-wedge trials differs from that of traditional CRTs and should account for changes in outcome measures due to the intervention separate from those due to secular or time-based trends. We conclude with an example of a stepped-wedge study at 26 hospitals that helped to establish the effectiveness and safety of the Eat, Sleep, Console approach to neonatal opioid withdrawal syndrome.</p>","PeriodicalId":38180,"journal":{"name":"Hospital pediatrics","volume":" ","pages":""},"PeriodicalIF":2.2,"publicationDate":"2026-10-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"149115948","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Katherine Poole, Jessica Visone, Shivani Srivastava, Kathryn Whitehill
{"title":"Pediatric Institutions' Instagram Response to the 2025 Acetaminophen-Autism Controversy.","authors":"Katherine Poole, Jessica Visone, Shivani Srivastava, Kathryn Whitehill","doi":"10.1542/hpeds.2026-009767","DOIUrl":"https://doi.org/10.1542/hpeds.2026-009767","url":null,"abstract":"<p><strong>Abstract: </strong>Objective: To describe the timing, frequency, and accessibility of Instagram posts from pediatric health institutions during the 2025 acetaminophen-autism controversy.Methods: Cross-sectional audit of public Instagram accounts of 62 pediatric health institutions from September 22 to November 15, 2025. The a priori sampling frame comprised the top 50 US children's hospitals for pediatric behavioral health, the top 10 Honor Roll children's hospitals (US News and World Report), 5 national medical societies, and health departments of the 10 states with the largest pediatric populations. Posts were extracted with a web-scraping tool and manually verified. Two reviewers independently coded relevant posts for prespecified content and accessibility features. Readability was assessed with two validated measures.Results: Twelve of 62 institutions (19%) posted relevant content. The American Academy of Pediatrics and the American College of Obstetricians and Gynecologists posted on day 0, while hospital time to first post ranged from 3 to 51 days. No state health department posted. Nonresponding institutions remained active: 1 hospital published 108 unrelated posts. The 26 relevant posts had a mean Flesch-Kincaid Grade Level of 11.4 and SMOG Index of 10.2. Among coded features, 88% included resource links, 73% directed audiences to a health care provider, 46% featured a named clinician, 42% discussed risks and benefits, and none were multilingual.Conclusions: Most sampled institutions published no relevant content during an active health controversy despite remaining active. Readability of relevant posts exceeded recommended targets, and none were multilingual. These gaps in institutional communication infrastructure could be addressed.</p>","PeriodicalId":38180,"journal":{"name":"Hospital pediatrics","volume":" ","pages":""},"PeriodicalIF":2.2,"publicationDate":"2026-10-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"149115960","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Preston Simmons, Brittany M Hunter, Alejandra Frauenfelder Sánchez, Patrick Brady, David P Johnson
{"title":"Bridging Practice and Publication: Reexamining Quality Improvement in Pediatric Scholarship.","authors":"Preston Simmons, Brittany M Hunter, Alejandra Frauenfelder Sánchez, Patrick Brady, David P Johnson","doi":"10.1542/hpeds.2026-009488","DOIUrl":"10.1542/hpeds.2026-009488","url":null,"abstract":"<p><p>Quality improvement (QI) publication rates in pediatrics surged through the early 21st century yet have noticeably plateaued since that time, a paradoxical shift given the volume of ongoing improvement work across pediatric health systems. We propose that the gap lies not in the quality of work being performed but in the disconnect between rigorous local improvement and publishable scholarship. Key deficits include inadequately specified aims, absent or implicit theories of change, analytic approaches that cannot distinguish intervention-related improvement from routine variation, and insufficient attention to sustainability. Closing this gap requires renewed commitment to 4 foundational components through clear operational definitions and specific, measurable, achievable, relevant, time-bound (SMART) aims that signal prospective planning to reviewers, an explicit theory of change operationalized through a well-constructed key driver diagram, time-series analytic methods capable of demonstrating special cause variation attributable to the intervention, and demonstrated sustainability evidenced by replicable change rather than temporary disruption. Rigorous single-center QI with well-described context and an explicit theory of change remains the foundation of the field. Protecting its integrity is a shared responsibility among authors, mentors, journals, and health systems and is essential to advancing evidence-based care for children.</p>","PeriodicalId":38180,"journal":{"name":"Hospital pediatrics","volume":" ","pages":"e815-e818"},"PeriodicalIF":2.2,"publicationDate":"2026-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"148686045","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Sophie Lieberman, Olivia O Familusi, Aditi Vasan, Nicole Washington, Morgan Congdon
{"title":"Preparing Pediatric Hospital Medicine Physicians to Care for Transgender Youths: A Call to Action.","authors":"Sophie Lieberman, Olivia O Familusi, Aditi Vasan, Nicole Washington, Morgan Congdon","doi":"10.1542/hpeds.2026-009295","DOIUrl":"10.1542/hpeds.2026-009295","url":null,"abstract":"","PeriodicalId":38180,"journal":{"name":"Hospital pediatrics","volume":" ","pages":"e797-e801"},"PeriodicalIF":2.2,"publicationDate":"2026-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"148473532","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"The Cost of Uncertainty: Operational Consequences of Eliminating Routine DAT Screening.","authors":"Kimberly Horstman, Ha Nguyen","doi":"10.1542/hpeds.2026-009359","DOIUrl":"10.1542/hpeds.2026-009359","url":null,"abstract":"","PeriodicalId":38180,"journal":{"name":"Hospital pediatrics","volume":" ","pages":"e802-e805"},"PeriodicalIF":2.2,"publicationDate":"2026-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"148608316","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Jason Zamkoff, Shannon N Acker, Adriana Martin, Lauren Anderson, Heather Bennett, Jessica Thysens, James J Thomas, Miriam Conant, Molly Kurtz, Rachita Gupta, Jacquelyn Scarberry, Meghan Burke, Richele Koehler, Elise Rolison, Gina Whitney, Sonja I Ziniel, Kevin P Carney, Duncan Wilcox, Justin M Lockwood
{"title":"Surgical Hospitalist Assisted REcovery (SHARe): Preventing Post-Operative Emergency Transfers.","authors":"Jason Zamkoff, Shannon N Acker, Adriana Martin, Lauren Anderson, Heather Bennett, Jessica Thysens, James J Thomas, Miriam Conant, Molly Kurtz, Rachita Gupta, Jacquelyn Scarberry, Meghan Burke, Richele Koehler, Elise Rolison, Gina Whitney, Sonja I Ziniel, Kevin P Carney, Duncan Wilcox, Justin M Lockwood","doi":"10.1542/hpeds.2025-008778","DOIUrl":"10.1542/hpeds.2025-008778","url":null,"abstract":"<p><strong>Background and objectives: </strong>We observed an increase in emergency transfers (ET) among post-operative patients at our health system's largest free-standing children's hospital. We aimed to reduce ET rates by 50%-from 0.21 to 0.11 events per 10 000 post-operative days-on our 72-bed inpatient surgical unit within 1 year.</p><p><strong>Methods: </strong>An interdisciplinary team applied quality improvement methods to design and implement a hospitalist surgical co-management model for children with medical complexity, Surgical Hospitalist Assisted REcovery (SHARe), along with several unit-level safety interventions. We addressed key drivers centered on safety culture, safety processes, post-operative patient placement, and post-operative provider care models. We defined ETs as unplanned intensive care unit (ICU) transfers requiring vasopressors, intubation, or high-volume fluid resuscitation within the first ICU hour. We evaluated outcomes using statistical process control charts.</p><p><strong>Results: </strong>Over an 8-year period-4 years of baseline and 4 years of intervention-we included 17 221 surgical encounters. Hospitalist management of post-operative patients increased from 7% to 27%. We reached our aim, observing special cause variation following our interventions with an ET rate decrease from 0.21 to 0 events per 10 000 post-operative days that was sustained throughout the 4-year intervention period with 7552 surgical encounters without an ET.</p><p><strong>Conclusions: </strong>We observed a sustained reduction in ETs associated with our multifaceted quality improvement initiative that integrated a hospitalist surgical co-management model for children with medical complexity (SHARe) with unit-level safety interventions.</p>","PeriodicalId":38180,"journal":{"name":"Hospital pediatrics","volume":" ","pages":"839-849"},"PeriodicalIF":2.2,"publicationDate":"2026-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"148537243","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Leveraging the Data to Make Your Case: Demonstrating the Value of Pediatric Hospital Medicine to Hospital Leadership.","authors":"Kristen Meredith, H Barrett Fromme","doi":"10.1542/hpeds.2026-009284","DOIUrl":"10.1542/hpeds.2026-009284","url":null,"abstract":"<p><p>Effective financial stewardship of any clinical program within an academic medical center or health care organization begins with a clear understanding of how the organization generates revenue and allocates it to programs. While the budget allows leaders to see where their finances are currently, change requires that they have the data to support proposals to obtain institutional buy-in and support growth. For leaders, it is essential that they know not only what data can support their goals, but where to find that data. In this paper, we take a deeper dive into the fundamental questions of the \"who,\" \"what,\" \"where,\" \"when,\" and \"why\" of data collection to support operations. Leaders who can pair clinical insights with concrete data can build persuasive arguments for program advocacy.</p>","PeriodicalId":38180,"journal":{"name":"Hospital pediatrics","volume":" ","pages":"906-910"},"PeriodicalIF":2.2,"publicationDate":"2026-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"148901160","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}