Research graph
References from The Multidimensional Nature of Pediatric Patient Complexity. Local targets link to admitted publications; unresolved targets remain external evidence.
A scoping review and thematic classification of patient complexity: offering a unifying framework
10.15256/joc.2012.2.15 · 2012 · External reference
Status complexicus? The emergence of pediatric complex care
10.1542/peds.2017-1284e · 2018 · External reference
Definitions and measurement of chronic health conditions in childhood: a systematic review
10.1001/jama.297.24.2741 · 2007 · External reference
The clinical definition of children with medical complexity: a modified Delphi study
10.1542/peds.2023-064556 · 2024 · External reference
Standardizing medical complexity: fruitful, formidable, or futile?
10.1542/peds.2023-065014 · 2024 · External reference
Children with medical complexity and Medicaid: spending and cost savings
10.1377/hlthaff.2014.0828 · 2014 · External reference
Recognition and management of medical complexity
10.1542/peds.2016-3021 · 2016 · External reference
Pediatric critical care resource use by children with medical complexity
10.1016/j.jpeds.2016.06.035 · 2016 · External reference
Long length of hospital stay in children with medical complexity
10.1002/jhm.2633 · 2016 · External reference
Children with medical complexity: an emerging population for clinical and research initiatives
10.1542/peds.2010-0910 · 2011 · External reference
Point-of-care complexity screening algorithm to identify children with medical complexity
10.1542/hpeds.2020-0066 · 2021 · External reference
Complexity in pediatric primary care
10.1017/s146342361800035x · 2018 · External reference
Ways to identify children with medical complexity and the importance of why
10.1016/j.jpeds.2015.04.068 · 2015 · External reference
An epidemiologic profile of children with special health care needs
10.1542/peds.102.1.117 · 1998 · External reference
Children with complex chronic conditions in inpatient hospital settings in the United States
10.1542/peds.2009-3266 · 2010 · External reference
Increasing prevalence of medically complex children in US hospitals
10.1542/peds.2009-1658 · 2010 · External reference
Variable identification of children with medical complexity in United States PICUs
10.1097/pcc.0000000000003112 · 2023 · External reference
Patterns and costs of health care use of children with medical complexity
10.1542/peds.2012-0175 · 2012 · External reference
Demographic and clinical differences between applied definitions of medical complexity
10.1542/hpeds.2021-006432 · 2022 · External reference
Trends in pediatric hospitalizations and readmissions: 2010–2016
10.1542/peds.2018-1958 · 2019 · External reference
Contributions of children with multiple chronic conditions to pediatric hospitalizations in the United States: a retrospective cohort analysis
10.1542/hpeds.2016-0179 · 2017 · External reference
Deaths attributed to pediatric complex chronic conditions: national trends and implications for supportive care services
10.1542/peds.107.6.e99 · 2001 · External reference
Pediatric complex chronic conditions classification system version 2: updated for ICD-10 and complex medical technology dependence and transplantation
10.1186/1471-2431-14-199 · 2014 · External reference
Pediatric medical complexity algorithm: a new method to stratify children by medical complexity
10.1542/peds.2013-3875 · 2014 · External reference
Federating clinical data from six pediatric hospitals: process and initial results from the PHIS+ Consortium
2011 · External reference
Unresolved reference
2003 · External reference
Prioritization of comparative effectiveness research topics in hospital pediatrics
10.1001/archpediatrics.2012.1266 · 2012 · External reference
Unresolved reference
2020 · External reference
Unresolved reference
2019 · External reference
10.4324/9781315870908-9
10.4324/9781315870908-9 · 2015 · External reference
Making sense of factor analysis: the use of factor analysis for instrument development in health care research
2003 · External reference
Risk adjustment for pediatric quality indicators
10.1542/peds.113.s1.210 · 2004 · External reference
A review on methods of risk adjustment and their use in integrated healthcare systems
10.5334/ijic.2500 · 2016 · External reference
Incorporating machine learning and social determinants of health indicators into prospective risk adjustment for health plan payments
10.1186/s12889-020-08735-0 · 2020 · External reference
Adding social determinant data changes children’s hospitals’ readmissions performance
10.1016/j.jpeds.2017.03.056 · 2017 · External reference
Regression trees identify relevant interactions: can this improve the predictive performance of risk adjustment?
10.1002/hec.3277 · 2017 · External reference
Exploring the use of machine learning for risk adjustment: a comparison of standard and penalized linear regression models in predicting health care costs in older adults
10.1371/journal.pone.0213258 · 2019 · External reference
CPT® codes: what are they, why are they necessary, and how are they developed?
10.1089/wound.2013.0483 · 2013 · External reference
The importance of understanding CPT coding
2014 · External reference
Room costs for common pediatric hospitalizations and cost-reducing quality initiatives
10.1542/peds.2019-2177 · 2020 · External reference
Are laboratory tests always needed? Frequency and causes of laboratory overuse in a hospital setting
10.1016/j.clinbiochem.2018.01.024 · 2018 · External reference
Quality improvement initiative to decrease lab draws for hospitalized pediatric patients
2019 · External reference
Reducing unnecessary imaging and pathology tests: a systematic review
10.1542/peds.2017-2862 · 2018 · External reference
Curbing unnecessary and wasted diagnostic imaging
10.1001/jama.2018.20295 · 2019 · External reference
Overuse of medical imaging and its radiation exposure: who’s minding our children?
10.1001/jamapediatrics.2016.2147 · 2016 · External reference
Toward high-value care: a quality improvement initiative to reduce unnecessary repeat complete blood counts and basic metabolic panels on a pediatric hospitalist service
10.1542/hpeds.2015-0099 · 2016 · External reference
Identifying opportunities to reduce imaging overuse in hospitalized children
10.1002/jhm.13562 · 2025 · External reference
Identifying potentially preventable complications using a present on admission indicator
2006 · External reference
Hospital observation status and readmission rates
10.1542/peds.2020-003954 · 2020 · External reference
Rates and impact of potentially preventable readmissions at children’s hospitals
10.1016/j.jpeds.2014.10.052 · 2015 · External reference
Preventing hospitalizations in children with medical complexity: a systematic review
10.1542/peds.2014-1956 · 2014 · External reference
Epidemiology of pediatric hospitalizations at general hospitals and freestanding children’s hospitals in the United States
10.1002/jhm.2624 · 2016 · External reference
