Patterns and Costs of Health Care Use of Children With Medical Complexity
Open accessAbstract
BACKGROUND AND OBJECTIVE: Health care use of children with medical complexity (CMC), such as those with neurologic impairment or other complex chronic conditions (CCCs) and those with technology assistance (TA), is not well understood. The objective of the study was to evaluate health care utilization and costs in a population-based sample of CMC in Ontario, Canada. METHODS: Hospital discharge data from 2005 through 2007 identified CMC. Complete health system use and costs were analyzed over the subsequent 2-year period. RESULTS: The study identified 15 771 hospitalized CMC (0.67% of children in Ontario); 10 340 (65.6%) had single-organ CCC, 1063 (6.7%) multiorgan CCC, 4368 (27.6%) neurologic impairment, and 1863 (11.8%) had TA. CMC saw a median of 13 outpatient physicians and 6 distinct subspecialists. Thirty-six percent received home care services. Thirty-day readmission varied from 12.6% (single CCC without TA) to 23.7% (multiple CCC with TA). CMC accounted for almost one-third of child health spending. Rehospitalization accounted for the largest proportion of subsequent costs (27.2%), followed by home care (11.3%) and physician services (6.0%). Home care costs were a much larger proportion of costs in children with TA. Children with multiple CCC with TA had costs 3.5 times higher than children with a single CCC without TA. CONCLUSIONS: Although a small proportion of the population, CMC account for a substantial proportion of health care costs. CMC make multiple transitions across providers and care settings and CMC with TA have higher costs and home care use. Initiatives to improve their health outcomes and decrease costs need to focus on the entire continuum of care.
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Integrating care can be intensive and costly, sometimes with no measurable improvement in child functional status or hospital-based utilisation.
“First, that integrating care can be intensive and costly, sometimes with no measurable improvement in child functional status or hospital-based utilisation.29 37 38”
From Integrated care for children and young people with special health and care needs: a systematic review (2024) · cites this paper as [37]
The Discussion describes care coordination interventions as intensive, supporting that part of the claim. But the costs measured are costs of caring for children with medical complexity, not the cost of integrating care. The study did not measure functional status or evaluate whether integration failed to improve hospital use; the Discussion instead says observational studies suggest coordination may reduce acute-care use. (LLM, conf=0.83)
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Broyles, R. S., Tyson, J. E., Heyne, E. T., Heyne, R. J., Hickman, J. F., Swint, M., Adams, S. S., West, L. A., Pomeroy, N., Hicks, P. J., et al. (2000) · JAMA · doi:10.1001/jama.284.16.2070 · Cited by 109 · see citing works
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- [1]Gawande A. The hot spotters: can we lower medical costs by giving the neediest patients better care? New Yorker. 2011(January 24);40–51 [PubMed] [Google Scholar]
- [2]Zook CJ, Moore FD. High-cost users of medical care. N Engl J Med. 1980;302(18):996–1002 [DOI] [PubMed] [Google Scholar]
- [3]van Walraven C, Dhalla IA, Bell C, et al. Derivation and validation of an index to predict early death or unplanned readmission after discharge from hospital to the community. CMAJ. 2010;182(6):551–557 [DOI] [PMC free article] [PubMed] [Google Scholar]
- [4]Berry JG, Agrawal R, Kuo DZ, et al. Characteristics of hospitalizations for patients who use a structured clinical care program for children with medical complexity. J Pediatr. 2011;159(2):284–290 [DOI] [PMC free article] [PubMed] [Google Scholar]
- [5]Simon TD, Berry J, Feudtner C, et al. Children with complex chronic conditions in inpatient hospital settings in the United States. Pediatrics. 2010;126(4):647–655 [DOI] [PMC free article] [PubMed] [Google Scholar]
- [6]Burns KH, Casey PH, Lyle RE, Bird TM, Fussell JJ, Robbins JM. Increasing prevalence of medically complex children in US hospitals. Pediatrics. 2010;126(4):638–646 [DOI] [PubMed] [Google Scholar]
- [7]Berry JG, Hall DE, Kuo DZ, et al. Hospital utilization and characteristics of patients experiencing recurrent readmissions within children’s hospitals. JAMA. 2011;305(7):682–690 [DOI] [PMC free article] [PubMed] [Google Scholar]
- [9]Srivastava R, Berry JG, Hall M, et al. Reflux related hospital admissions after fundoplication in children with neurological impairment: retrospective cohort study. BMJ. 2009;339:b4411. [DOI] [PMC free article] [PubMed] [Google Scholar]
- [10]Srivastava R, Downey EC, Feola P, et al. Quality of life of children with neurological impairment who receive a fundoplication for gastroesophageal reflux disease. J Hosp Med. 2007;2(3):165–173 [DOI] [PubMed] [Google Scholar]
- [11]Feudtner C, Christakis DA, Connell FA. Pediatric deaths attributable to complex chronic conditions: a population-based study of Washington State, 1980–1997. Pediatrics. 2000;106(1 pt 2):205–209 [PubMed] [Google Scholar]
- [12]Feudtner C, Silveira MJ, Christakis DA. Where do children with complex chronic conditions die? Patterns in Washington State, 1980–1998. Pediatrics. 2002;109(4):656–660 [DOI] [PubMed] [Google Scholar]
- [13]Pink GH, Bolley HB. Physicians in health care management: 3. Case Mix Groups and Resource Intensity Weights: an overview for physicians. CMAJ. 1994;150(6):889–894 [PMC free article] [PubMed] [Google Scholar]
- [14]Campbell L. CIHI case mix tools. In: Johnson L, Richards J, Pink G, Campbell L, eds. Case Mix Tools for Decision Making in Health Care. Ottawa, ON: Canadian Institute for Health Information; 1998:1–10 [Google Scholar]
- [15]Pink GH, Bolley HB. Physicians in health care management: 4. Case Mix Groups and Resource Intensity Weights: physicians and hospital funding. CMAJ. 1994;150(8):1255–1261 [PMC free article] [PubMed] [Google Scholar]
- [19]Wodchis WP, Bushmeneva K, Nikitovic M, McKillop I. Guidelines on Person Centered Costing Using Administrative Databases in Ontario. Toronto, Canada: Health System Performance Research Network; 2012 [Google Scholar]
- [20]Buescher PA, Whitmire JT, Brunssen S, Kluttz-Hile CE. Children who are medically fragile in North Carolina: using Medicaid data to estimate prevalence and medical care costs in 2004. Matern Child Health J. 2006;10(5):461–466 [DOI] [PubMed] [Google Scholar]
- [21]Neff JM, Sharp VL, Muldoon J, Graham J, Myers K. Profile of medical charges for children by health status group and severity level in a Washington State Health Plan. Health Serv Res. 2004;39(1):73–89 [DOI] [PMC free article] [PubMed] [Google Scholar]
- [22]Neff JM, Sharp VL, Muldoon J, Graham J, Popalisky J, Gay JC. Identifying and classifying children with chronic conditions using administrative data with the clinical risk group classification system. Ambul Pediatr. 2002;2(1):71–79 [DOI] [PubMed] [Google Scholar]
- [23]Neff JM, Sharp VL, Popalisky J, Fitzgibbon T. Using medical billing data to evaluate chronically ill children over time. J Ambul Care Manage. 2006;29(4):283–290 [DOI] [PubMed] [Google Scholar]
- [24]Wilkins R. Trends in ages at death where congenital anomaly was the underlying cause. Canadian Congenital Anomalies Surveillance Network (CCASN), 6th Scientific Meeting; November 20, 2007; Ottawa, Canada [Google Scholar]
- [25]Tennant PW, Pearce MS, Bythell M, Rankin J. 20-year survival of children born with congenital anomalies: a population-based study. Lancet. 2010;375(9715):649–656 [DOI] [PubMed] [Google Scholar]
- [26]Wong LY, Paulozzi LJ. Survival of infants with spina bifida: a population study, 1979–94. Paediatr Perinat Epidemiol. 2001;15(4):374–378 [DOI] [PubMed] [Google Scholar]
- [27]Plioplys AV, Kasnicka I, Lewis S, Moller D. Survival rates among children with severe neurologic disabilities. South Med J. 1998;91(2):161–172 [DOI] [PubMed] [Google Scholar]
- [28]Plioplys AV. Survival rates of children with severe neurologic disabilities: a review. Semin Pediatr Neurol. 2003;10(2):120–129 [DOI] [PubMed] [Google Scholar]
- [29]Mathews TJ, Honein MA, Erickson JD. Spina bifida and anencephaly prevalence—United States, 1991–2001. MMWR Recomm Rep. 2002;51(RR-13):9–11 [PubMed] [Google Scholar]
- [30]Canadian Perinatal Health Report, 2008 Edition. Ottawa, Canada: Public Health Agency of Canada, 2008 [Google Scholar]
- [31]Wilson-Costello D, Friedman H, Minich N, Fanaroff AA, Hack M. Improved survival rates with increased neurodevelopmental disability for extremely low birth weight infants in the 1990s. Pediatrics. 2005;115(4):997–1003 [DOI] [PubMed] [Google Scholar]
- [32]Kobaly K, Schluchter M, Minich N, et al. Outcomes of extremely low birth weight (<1 kg) and extremely low gestational age (<28 weeks) infants with bronchopulmonary dysplasia: effects of practice changes in 2000 to 2003. Pediatrics. 2008;121(1):73–81 [DOI] [PubMed] [Google Scholar]
- [33]Wilson-Costello D. Is there evidence that long-term outcomes have improved with intensive care? Semin Fetal Neonatal Med. 2007;12(5):344–354 [DOI] [PubMed] [Google Scholar]
- [34]Vincer MJ, Allen AC, Joseph KS, Stinson DA, Scott H, Wood E. Increasing prevalence of cerebral palsy among very preterm infants: a population-based study. Pediatrics 2006;118(6). Available at: www.pediatrics.org/cgi/content/full/118/6/e1621 [DOI] [PubMed]
- [35]Kuo DZ, Cohen E, Agrawal R, Berry JG, Casey PH. A national profile of caregiver challenges among more medically complex children with special health care needs. Arch Pediatr Adolesc Med. 2011;165(11):1020–1026 [DOI] [PMC free article] [PubMed] [Google Scholar]
- [36]Brehaut JC, Kohen DE, Raina P, et al. The health of primary caregivers of children with cerebral palsy: how does it compare with that of other Canadian caregivers? Pediatrics. 2004;114(2). Available at: www.pediatrics.org/cgi/content/full/114/2/e182 [DOI] [PubMed] [Google Scholar]
- [37]Nageswaran S, Silver EJ, Stein REK. Association of functional limitation with health care needs and experiences of children with special health care needs. Pediatrics. 2008;121(5):994–1001 [DOI] [PubMed] [Google Scholar]
- [38]Cohen E, Kuo DZ, Agrawal R, et al. Children with medical complexity: an emerging population for clinical and research initiatives. Pediatrics. 2011;127(3):529–538 [DOI] [PMC free article] [PubMed] [Google Scholar]
- [39]Gordon JB, Colby HH, Bartelt T, Jablonski D, Krauthoefer ML, Havens P. A tertiary care-primary care partnership model for medically complex and fragile children and youth with special health care needs. Arch Pediatr Adolesc Med. 2007;161(10):937–944 [DOI] [PubMed] [Google Scholar]
- [40]Casey PH, Lyle RE, Bird TM, et al. Effect of hospital-based comprehensive care clinic on health costs for Medicaid-insured medically complex children. Arch Pediatr Adolesc Med. 2011;165(5):392–398 [DOI] [PubMed] [Google Scholar]
- [41]Cohen E, Friedman JN, Mahant S, Adams S, Jovcevska V, Rosenbaum P. The impact of a complex care clinic in a children’s hospital. Child Care Health Dev. 2010;36(4):574–582 [DOI] [PubMed] [Google Scholar]
- [43]Miller AR, Condin CJ, McKellin WH, Shaw N, Klassen AF, Sheps S. Continuity of care for children with complex chronic health conditions: parents’ perspectives. BMC Health Serv Res. 2009;9:242. [DOI] [PMC free article] [PubMed] [Google Scholar]
- [44]Lach LM, Kohen DE, Garner RE, et al. The health and psychosocial functioning of caregivers of children with neurodevelopmental disorders. Disabil Rehabil. 2009;31(8):607–618 [DOI] [PubMed] [Google Scholar]
- [45]Ratliffe CE, Harrigan RC, Haley J, Tse A, Olson T. Stress in families with medically fragile children. Issues Compr Pediatr Nurs. 2002;25(3):167–188 [DOI] [PubMed] [Google Scholar]
- [46]Sabbeth BF, Leventhal JM. Marital adjustment to chronic childhood illness: a critique of the literature. Pediatrics. 1984;73(6):762–768 [PubMed] [Google Scholar]
- [47]Palfrey JS, Sofis LA, Davidson EJ, Liu J, Freeman L, Ganz ML, Pediatric Alliance for Coordinated Care . The Pediatric Alliance for Coordinated Care: evaluation of a medical home model. Pediatrics. 2004;113(suppl 5):1507–1516 [PubMed] [Google Scholar]
- [48]Cohen E, Jovcevska V, Kuo DZ, Mahant S. Hospital-based comprehensive care programs for children with special health care needs: a systematic review. Arch Pediatr Adolesc Med. 2011;165(6):554–561 [DOI] [PMC free article] [PubMed] [Google Scholar]
- [49]Burke RT, Alverson B. Impact of children with medically complex conditions. Pediatrics. 2010;126(4):789–790 [DOI] [PubMed] [Google Scholar]
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- Authors
- Cohen, E., Berry, J. G., Camacho, X., Anderson, G., Wodchis, W., & Guttmann, A.
- Affiliations
- University of Toronto (CA)
- Boston Children's Hospital (US)
- Institute for Clinical Evaluative Sciences (CA)
- Venue
- Pediatrics
- Publisher
- American Academy of Pediatrics (AAP)
- Published
- 2012-12-01
- Volume
- 130
- Issue
- 6
- Pages
- e1463-e1470
- ISSN
- 0031-4005 (ISSN-L)
- 1098-4275
- PMC
- PMC4528341
- OpenAlex
- W2016816371
- Cited by
- 659
- References
- 1
- Citations by year
- 2026: 38 · 2025: 69 · 2024: 54 · 2023: 57 · 2022: 64 · 2021: 69 · 2020: 65 · 2019: 47 · 2018: 48 · 2017: 46 · 2016: 34 · 2015: 28 · 2014: 28 · 2013: 10 · 2012: 1
- FWCI
- 51.50
- Type
- journal article
- Language
- en
- Open access
- green
- www.ncbi.nlm.nih.gov
- Locations
- PEDIATRICS (publishedVersion)
- PubMed Central (publishedVersion)
- PubMed (publishedVersion)
- Funders
- Institute for Clinical Evaluative Sciences
- Ontario Ministry of Health and Long-Term Care
- Eunice Kennedy Shriver National Institute of Child Health and Human Development (K23HD058092)
- Topics
- Health Sciences › Health Professions › Speech and Hearing › Adolescent and Pediatric Healthcare
- Social Sciences › Economics, Econometrics and Finance › Economics and Econometrics › Healthcare Policy and Management
- Health Sciences › Medicine › Epidemiology › Chronic Disease Management Strategies
- Keywords
- children with medical complexity, health care utilization, health care costs, complex chronic conditions, neurological deficit, technology support, home care, hospital readmission, physician services, hospital discharge data, continuum of care, Ontario
- MeSH terms
- Adolescent, Child, Child, Preschool, Chronic Disease, Costs and Cost Analysis, Health Expenditures, Female, Health Services, Home Care Services, Humans, Infant, Infant, Newborn, Male, Medicine, Nervous System Diseases, Ontario, Patient Discharge, Patient Readmission, Referral and Consultation, Retrospective Studies, Self-Help Devices, Utilization Review, Cohort Studies, Comorbidity, Health Care Costs, Case Management
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