Donate Help Contact The AHA Sign In Home
American Heart Association
Stroke
Search: search_blue_button Advanced Search
Stroke. 2008;39:161-165
Published online before print November 21, 2007, doi: 10.1161/STROKEAHA.107.497420
This Article
Right arrow Abstract Freely available
Right arrow Full Text (PDF)
Right arrow All Versions of this Article:
39/1/161    most recent
STROKEAHA.107.497420v1
Right arrow Alert me when this article is cited
Right arrow Alert me if a correction is posted
Right arrow Citation Map
Services
Right arrow Email this article to a friend
Right arrow Similar articles in this journal
Right arrow Similar articles in PubMed
Right arrow Alert me to new issues of the journal
Right arrow Download to citation manager
Right arrowRequest Permissions
Citing Articles
Right arrow Citing Articles via HighWire
Right arrow Citing Articles via Google Scholar
Google Scholar
Right arrow Articles by Lo, W.
Right arrow Articles by Yeates, K. O.
Right arrow Search for Related Content
PubMed
Right arrow PubMed Citation
Right arrow Articles by Lo, W.
Right arrow Articles by Yeates, K. O.
Right arrowPubmed/NCBI databases
Medline Plus Health Information
*Stroke
Related Collections
Right arrow Health policy and outcome research
Right arrow Behavioral/psychosocial - stroke
Right arrow Stroke in Children and the Young

(Stroke. 2008;39:161.)
© 2008 American Heart Association, Inc.


Original Contributions

The Cost of Pediatric Stroke Care and Rehabilitation

Warren Lo, MD; Khaled Zamel, MD; Kavita Ponnappa, BS; Antoni Allen, BS; Deena Chisolm, PhD; Monica Tang; Bryce Kerlin, MD Keith O. Yeates, PhD

From the Departments of Pediatrics and Psychology, The Ohio State University and Children’s Hospital, Columbus, Ohio.

Correspondence to Warren Lo, MD, EDU 533, Children’s Hospital, 700 Children’s Dr, Columbus, OH 43205, US. E-mail wlo{at}chi.osu.edu


*    Abstract
up arrowTop
*Abstract
down arrowIntroduction
down arrowMethods
down arrowResults
down arrowDiscussion
down arrowReferences
 
Background and Purpose— There is little data regarding the cost of pediatric stroke care or the elements that contribute to these costs. We examined costs for poststroke care during the first year after diagnosis and compared these costs with the volume of the cerebral infarct and the level of neurological and functional outcome.

Methods— We identified 39 children who sustained nontraumatic ischemic or hemorrhagic strokes and confirmed the diagnoses by review of medical and radiology records. Medical costs were tabulated for the year after the diagnosis of stroke. Cerebral infarct volumes were measured from MRI or CT scans. Neurological outcome was assessed by telephone with a modification of the Pediatric Stroke Outcome Measure (PSOM), and functional outcomes were assessed with a standardized quality-of-life measure.

Results— The median cost for poststroke care during the year after diagnosis was $42 338 for the entire group. The cost for stroke care was higher for hemorrhagic stroke than for ischemic stroke. Cost had a significant positive correlation with neurological impairment. The modified PSOM score positively correlated with impairments of physical, emotional, social, and school function.

Conclusions— The cost of stroke care may be one measure of stroke severity, with more extensive strokes resulting in greater medical costs. In addition, stroke appears to impair children’s social ability along with their neurological function.


Key Words: cost • infarct volume • outcome • pediatric • quality of life • stroke


*    Introduction
up arrowTop
up arrowAbstract
*Introduction
down arrowMethods
down arrowResults
down arrowDiscussion
down arrowReferences
 
Pediatric stroke is an important cause of chronic morbidity in children and can leave a child with disabilities that span motor, cognitive, and behavior functions. Although pediatric stroke is uncommon, the incidence ranges from 2 to 4 per 100 000, so that pediatric stroke is more common than primary childhood brain tumors.1,2 Interest in the causes of pediatric strokes has increased dramatically.3–6 The need for rehabilitation and the growing number of diagnostic studies obviously contribute to the cost of care after a stroke; surprisingly, the costs of care after pediatric stroke have not been studied in detail.

A number of studies have examined the cost of stroke care in adults. Some have examined the detailed costs (inpatient care, medications, physician services, outpatient therapy) of adult stroke care in specific institutions,7–10 while others examined the cost of adult stroke care at a national level.11–13 Additional studies of adult stroke care have developed projections of expenditures at national levels to inform national health policymakers.14–16 Cost-effectiveness analyses of adult stroke care have been used to guide the selection of treatments such as anticoagulation in nonrheumatic atrial fibrillation,17 antiplatelet therapy,18 acute thrombolysis,19 and the use of early discharge and stroke team coordination.20 Taken together, the adult studies demonstrate that the analysis of stroke-care costs can provide guidance for the development of healthcare policy and help guide the selection of treatments.

The costs of care have been studied for other common pediatric illnesses, such as asthma,21–23 cerebral palsy,24 traumatic brain injury,25 and sickle cell disease.26 The impact of clinical pathways on hospital-based costs and length of stay in pediatric asthma has been examined.27,28 In contrast, only 1 report indicated that the mean cost of the initial hospitalization for acute pediatric ischemic stroke was $38 700, but few details were provided.29

Because of this knowledge gap, we examined the cost of pediatric stroke care at 1 children’s hospital for 1 year after the diagnosis of a stroke. We sought to determine what component of stroke care contributed to the greatest proportion of costs, and whether the nature of the stroke (ie, hemorrhagic versus ischemic), volume of the cerebral infarct, or clinical outcome influenced costs.


*    Methods
up arrowTop
up arrowAbstract
up arrowIntroduction
*Methods
down arrowResults
down arrowDiscussion
down arrowReferences
 
The collection of patient data and outpatient follow-up information was approved by the Columbus Children’s Hospital Institutional Review Board. Patients were identified through hospital discharge records at the Children’s Hospital, Columbus, Ohio for the years 2001 through 2004. We screened discharge records of patients who were older than age 1 month on the basis of ICD-9 codes (430-438,348) that pertained to stroke or cerebral palsy. The text of inpatient MRI and CT scan reports were searched for terms (stroke, infarction, thrombosis, CVA, and ischemia) that pertained to stroke. The majority of the scans were MRI although in 2 subjects only CT scans were available. The diagnosis was confirmed by a review of hospital discharge records, radiology reports, and actual brain scans. Potential subjects were identified who had both a clinical neurological deficit and an abnormal diffusion-weighted image sequence or radiological evidence of intracranial hemorrhage. We selected subjects who were admitted to the hospital inpatient service for the evaluation of stroke after the neonatal period, and who had a confirmed diagnosis of nontraumatic arterial ischemic, sinovenous thrombosis with infarction, or hemorrhagic stroke. Potential subjects were included only if they had at least 2 outpatient follow-up visits for stroke care. We reasoned that if the patient had <2 follow-up visits, they would likely not have had received any poststroke care at the Children’s Hospital. Potential subjects were excluded if they died during the initial hospital admission or within 1 year after diagnosis.

Costs of Stroke Care
Costs for the acute stroke and for the year after the initial diagnosis were identified from the Children’s Hospital’s cost accounting system. These costs include direct and indirect costs incurred across the health system. Cost data used in this analysis included inpatient, outpatient, surgical, laboratory, and imaging at any Children’s Hospital-associated site. This analysis did not include costs incurred in other healthcare systems, durable medical equipment, out-of-pocket expenses, or opportunity costs (eg, time taken off work). We attempted to exclude costs for care that appeared to be unrelated to poststroke care on the basis of primary diagnosis codes, but the difference in costs after this step was insignificant.

Cerebral Infarct Volume
The volumes of the cerebral infarcts were determined from brain scans that were obtained predominantly 1 year after the stroke. In 6 subjects only acute scans were available, and in 4 subjects follow-up scans were available 3 to 4 months after the stroke occurred. The volumes were manually traced from T2-weighted axial and FLAIR coronal sequences of MRI scans or from CT scans because this method has low intraobserver variability and high reproducibility.30 The area of the infarct was determined for a given slice with proprietary software (GE Healthcare), and the infarct volume per section was calculated by multiplying the area by the thickness of the section. The section volumes were summed to yield the volume of the cerebral infarct. Intracranial volumes varied according to the age of the child, and the intracerebral volumes measured by MRI scan were larger than those measured by CT scan. Therefore, we expressed the cerebral infarct volumes as a ratio (infarct ratio) of the infarct volume to the volume of the brain (cerebral hemispheres, cerebellum, brain stem, and ventricles) similar to what has been previously reported.31 The infarct ratios were not normally distributed, so the ratios were reported as a median value and range.

Clinical Outcomes
Clinical outcomes were assessed by telephone interview with caregivers of 19 subjects who agreed to participate in an Institutional Review Board–approved protocol. We modified the Pediatric Stroke Outcome Measure (PSOM), which has been used to quantify the neurological outcome after stroke.32 The original PSOM was developed for use in a clinical examination, so we modified it so that the measures could be assessed by telephone interview (supplemental Table I, available online at http://stroke.ahajournals.org). The summary measurements of the original PSOM elicited the caregiver’s assessment of the child’s level of function (for example: "Has your child recovered completely from the stroke?") and distinguished deficits found on neurological examination within specific subcategories (ie, Sensorimotor function, Language Comprehension, Language Production, Cognitive or Behavioral deficits). Functional outcomes were also measured by a more general measure of health-related quality of life (generic PedsQL)33 that has been used in a previous study of pediatric stroke.34


View this table:
[in this window]
[in a new window]

 
Table I. Modification of the PSOM

Data Analysis
Because of the limited sample size and skewed cost data, the nonparametric Wilcoxon Rank Sum Test was used to compare costs for hemorrhagic versus ischemic stroke, involvement of the basal ganglia, history of a prior stroke, and idiopathic versus symptomatic stroke. Correlations between costs, clinical outcome measures, and infarct ratios were calculated using Spearman {rho} for ranked correlations. The scores from the PedsQL were transformed before analysis to a 0 to 100 scale (0=poorest level of function, 100=highest level of function) according to the supplier’s guidelines.


*    Results
up arrowTop
up arrowAbstract
up arrowIntroduction
up arrowMethods
*Results
down arrowDiscussion
down arrowReferences
 
We identified 42 potential subjects who had an arterial ischemic or hemorrhagic stroke occurring from January 1, 2001, through December 31, 2004. Of the potential subjects, 2 died either from the acute stroke (subarachnoid hemorrhage) or from an associated illness (congenital heart disease) before 1 year had elapsed. One other potential subject had decreased water diffusion on an initial MRI that was not detectable 24 hours later; that individual was considered to have had a transient ischemic attack. The ages at the time of stroke for the remaining 39 subjects ranged from 3 months to 19 years. The caregivers of 19 subjects agreed to participate in an outcome study. The outcomes were assessed 2 to 5 years after the stroke. The remaining 20 declined, could not be reached, or were excluded because English was not their primary language.

Basic Demographics and Costs for Stroke Care
The cohort included 26 males and 13 females, a male predominance similar to that reported in recent series of pediatric stroke.35,36 The ethnic composition of the cohort was 67% white, 18% blacks, and 15% white Hispanic or unidentified, which is similar to the ethnic population of the region. There were 28 arterial ischemic strokes, 1 sinovenous thrombosis with infarction, and 10 hemorrhagic strokes. The subjects who participated in the outcome study ranged in age from 5 to 21 years.

The payer mix was 41% government (ie, Medicaid or Medicaid-managed care) insurance, and the remaining 59% was a blend of commercial, other, or self-payers. The median cost for all 39 subjects was $36 132 with a range of $3070 to $486 514. The largest component of the cost came from inpatient care, which accounted for 81% of the total cost (Table 1). The 2 next largest components were outpatient care, which accounted for 14% of the total costs, and emergency room costs, which accounted for 4%. The costs were significantly greater (P<0.01) for hemorrhagic stroke (median cost $49 948) compared with ischemic stroke (median cost $21 666). Costs did not vary significantly if the infarct involved the basal ganglia, it there was a prior stroke, or if a cause for the stroke was identified.


View this table:
[in this window]
[in a new window]

 
Table 1. Costs by Stroke Subtype and Sources of Costs

The median inpatient length of stay for hemorrhagic stroke was 8.5 days and for ischemic stroke was 5 days. This group difference did not reach statistical significance (P=0.10). The sample size was not sufficient to determine whether the difference in inpatient length of stay was the primary influence on cost differences, but length of stay was certainly a major contributor. We were unable to examine whether differences in treatment strategies affected costs.

Cerebral Infarct Volumes
For both the entire cohort and the subjects in the outcome study, the volume of the infarct was a small proportion of the intracerebral volume. The median value for the infarct ratio of the entire cohort was 0.0027 with a range from 0.0000 to 0.1708. For the group that participated in the outcome study, the median infarct ratio was 0.0027 with a range from 0.0001 to 0.0617. There was a significant positive association between the costs for stroke care and the infarct ratios for the 19 subjects in the outcome study (r=0.60, P=0.01). However, the correlation between cost and the infarct ratios for the entire group of subjects did not reach significance (r=0.11). There was no correlation between infarct ratios and the PSOM or the PedsQL outcome measures (Table 2A).


View this table:
[in this window]
[in a new window]

 
Table 2. Correlations of Infarct Ratios and Costs With Outcome, and the PSOM Outcome Measure With the PedsQL Outcome Measures

Costs Correlated With Increasing Disability
The PSOM is scaled so that the greater the score, the greater the level of impairment, whereas the PedsQL is scaled so the greater the score, the higher the level of function. Costs for the subjects in the outcome study correlated positively with neurological impairment measured with the modified PSOM score (r=0.62, P<0.01; Table 2B). Costs for the subjects correlated with the PedsQL measure of poorer physical function (r=–0.79, P<0.01) and were marginally associated with poorer social function (r=–0.42, P=0.08). Therefore, the greater costs for stroke care correlated with lower levels of physical and social function.

It was noteworthy that the scores from the modified PSOM inversely correlated with measures of physical (r=–0.89, P<0.01), emotional (r=0.69, P<0.01), social (r=–0.80, P<0.01), and school function (r=–0.76, P<0.01) of the PedsQL (Table 2C). The inverse correlation of the PSOM scores with multiple functional measures of the PedsQL suggested that neurological impairment was related to reduction in the overall quality of life after stroke.


*    Discussion
up arrowTop
up arrowAbstract
up arrowIntroduction
up arrowMethods
up arrowResults
*Discussion
down arrowReferences
 
This is the first report of direct costs for poststroke care in children during the first year of recovery. Many analyses of the cost of adult stroke care have been conducted, and one aspect of these analyses, cost analysis, has been used to evaluate the efficacy of adult stroke treatments.37–40 Analysis of pediatric stroke care could be used as one parameter to measure the effectiveness of treatment options. Recent calls for multicenter clinical trials of pediatric stroke41,42 raise the possibility that opportunities will exist to examine cost data prospectively. Until now, no information has been available that could be used to develop a cost-analysis model; the current report provides a first step in this process.

The findings of this study were similar in several aspects to what has been previously reported. We found that the median cost for care was $42 338 for 1 year. This figure is consistent with a recent report that the mean cost for the initial hospitalization for acute ischemic stroke in children is $38 700.29 We found that costs were higher for hemorrhagic stroke than for ischemic stroke, as has been reported in adult studies.43–46 The inpatient hospitalization accounted for the largest portion of costs in the year after the stroke, consistent with what has been reported in adult studies.9,16,47,48 Also consistent with what has been reported in adult stroke49 is that the cost of pediatric stroke care correlated with the degree of physical and social functional impairment. One notable difference was that the size of cerebral infarcts did not correlate with outcome, in contrast to reports that in adults larger infarcts correlate with greater disability and poorer outcomes.50–53 Our finding that infarct volume did not correlate with outcome is similar to the result of a study of middle cerebral artery distribution infarction in children.31

The modified version of the PSOM yielded information about neurological outcome that could be obtained by telephone interview. Measures of neurological impairment on the modified PSOM score correlated not only with PedsQL measures of physical, emotional, and school impairment, but also with a measure of impaired social function. This last finding suggests that future studies of pediatric stroke should measure social function as an outcome. The results of this study also illustrate the need for functional outcome measures for children that are analogous to scales that are widely used in adult-stroke studies, but which take into account the developing nature of children.

This study has limitations. Children that were never admitted to the hospital because of a delayed diagnosis or a silent infarct would not have been identified. Those children would have lower costs for their evaluation and treatment. The use of an infarct ratio limits the ability to compare our results with those of adult studies that reported infarct volumes54; however, the infarct ratio was necessary in a pediatric study that examined children with a range of ages. The study cohort was small in the number of subjects and heterogeneous in composition. A larger study would have sufficient power to eliminate type II errors, but will need to be multicenter to recruit a sufficient number of subjects. The data were gathered at a single tertiary care pediatric hospital; therefore, the results may not readily generalize to other medical institutions, regions, or countries.

A number of assumptions were necessary to estimate the costs. Although costs for care provided outside the hospital system could not be captured, few other providers of pediatric subspecialty care exist in the area, so the majority of costs pertaining to poststroke care are likely to be reflected in these data. Children could have received outpatient care such as physical or occupational therapy at other facilities or general hospitals so that the costs may underestimate the total costs experienced by the caregivers and insurers. Nevertheless, because the cases were characterized precisely and the cost data were collected in a comprehensive fashion, the results provide a more accurate "bottom-up" description of costs than what could be derived from other sources.

In summary, the cost of pediatric stroke care is greater for hemorrhagic stroke than ischemic stroke, but is not affected by the presence of pre-existing strokes or the presence of an underlying cause of the stroke. The cost of stroke correlates with the extent of physical and functional impairment, so that the cost of stroke care may be considered a proxy for stroke severity. Future outcome studies of pediatric stroke should evaluate social function as well as cognitive and behavioral functions. A prospective study to confirm these findings is warranted.


*    Acknowledgments
 
Sources of Funding

This work was funded by the Children’s Research Institute. Ms Kavita Ponnappa was supported by a Samuel J. Roessler Fund Fellowship.

Disclosures

None.

Received June 22, 2007; accepted June 26, 2007.


*    References
up arrowTop
up arrowAbstract
up arrowIntroduction
up arrowMethods
up arrowResults
up arrowDiscussion
*References
 
1. deVeber G. Stroke and the child’s brain: an overview of epidemiology, syndromes and risk factors. Curr Opin Neurol. 2002; 15: 133–138.[CrossRef][Medline] [Order article via Infotrieve]

2. Fullerton HJ, Wu YW, Zhao S, Johnston SC. Risk of stroke in children: ethnic and gender disparities. Neurology. 2003; 61: 189–194.[Abstract/Free Full Text]

3. Kirkham FJ, Hogan AM. Risk factors for arterial ischemic stroke in childhood. CNS Spectr. 2004; 9: 451–464.[Medline] [Order article via Infotrieve]

4. Golomb MR, MacGregor DL, Domi T, Armstrong DC, McCrindle BW, Mayank S, deVeber GA. Presumed pre- or perinatal arterial ischemic stroke: risk factors and outcomes. Ann Neurol. 2001; 50: 163–168.[CrossRef][Medline] [Order article via Infotrieve]

5. Hartel C, Schilling S, Sperner J, Thyen U. The clinical outcomes of neonatal and childhood stroke: review of the literature and implications for future research. Eur J Neurol. 2004; 11: 431–438.[CrossRef][Medline] [Order article via Infotrieve]

6. Strater R, Becker S, von EA, Heinecke A, Gutsche S, Junker R, Kurnik K, Schobess R, Nowak-Gottl U. Prospective assessment of risk factors for recurrent stroke during childhood: a 5-year follow-up study. Lancet. 2002; 360: 1540–1545.[CrossRef][Medline] [Order article via Infotrieve]

7. McGowan B, Heerey A, Tilson L, Ryan M, Barry M. Cost of treating stroke in an Irish teaching hospital. Ir Med J. 2003; 96: 234–236.[Medline] [Order article via Infotrieve]

8. Khealani BA, Javed ZF, Syed NA, Shafqat S, Wasay M. Cost of acute stroke care at a tertiary care hospital in Karachi, Pakistan. J Pak Med Assoc. 2003; 53: 552–555.[Medline] [Order article via Infotrieve]

9. Porsdal V, Boysen G. Costs of health care and social services during the first year after ischemic stroke. Int J Technol Assess Health Care. 1999; 15: 573–584.[Medline] [Order article via Infotrieve]

10. Beech R, Rudd AG, Tilling K, Wolfe CD. Economic consequences of early inpatient discharge to community-based rehabilitation for stroke in an inner-London teaching hospital. Stroke. 1999; 30: 729–735.[Abstract/Free Full Text]

11. Dewey HM, Thrift AG, Mihalopoulos C, Carter R, Macdonell RA, McNeil JJ, Donnan GA. Lifetime cost of stroke subtypes in Australia: findings from the North East Melbourne Stroke Incidence Study (NEMESIS). Stroke. 2003; 34: 2502–2507.[Abstract/Free Full Text]

12. Ghatnekar O, Persson U, Glader EL, Terent A. Cost of stroke in Sweden: an incidence estimate. Int J Technol Assess Health Care. 2004; 20: 375–380.[Medline] [Order article via Infotrieve]

13. Gerzeli S, Tarricone R, Zolo P, Colangelo I, Busca MR, Gandolfo C. The economic burden of stroke in Italy. The EcLIPSE Study: Economic Longitudinal Incidence-based Project for Stroke Evaluation. Neurol Sci. 2005; 26: 72–80.[CrossRef][Medline] [Order article via Infotrieve]

14. Sundberg G, Bagust A, Terent A. A model for costs of stroke services. Health Policy. 2003; 63: 81–94.[CrossRef][Medline] [Order article via Infotrieve]

15. Brown DL, Boden-Albala B, Langa KM, Lisabeth LD, Fair M, Smith MA, Sacco RL, Morgenstern LB. Projected costs of ischemic stroke in the United States. Neurology. 2006; 67: 1390–1395.[Abstract/Free Full Text]

16. Kolominsky-Rabas PL, Heuschmann PU, Marschall D, Emmert M, Baltzer N, Neundorfer B, Schoffski O, Krobot KJ. Lifetime cost of ischemic stroke in Germany: results and national projections from a population-based stroke registry: the Erlangen Stroke Project. Stroke. 2006; 37: 1179–1183.[Abstract/Free Full Text]

17. Lightowlers S, McGuire A. Cost-effectiveness of anticoagulation in nonrheumatic atrial fibrillation in the primary prevention of ischemic stroke. Stroke. 1998; 29: 1827–1832.[Abstract/Free Full Text]

18. Marissal JP, Selke B. Economic assessment of the secondary prevention of ischaemic stroke with dipyridamole plus aspirin (Aggrenox/Asasantin) in France. Pharmacoeconomics. 2004; 22: 661–670.[CrossRef][Medline] [Order article via Infotrieve]

19. Sinclair SE, Frighetto L, Loewen PS, Sunderji R, Teal P, Fagan SC, Marra CA. Cost-Utility analysis of tissue plasminogen activator therapy for acute ischaemic stroke: a Canadian healthcare perspective. Pharmacoeconomics. 2001; 19: 927–936.[CrossRef][Medline] [Order article via Infotrieve]

20. van Exel NJ, Koopmanschap MA, Scholte op RW, Niessen LW, Huijsman R. Cost-effectiveness of integrated stroke services. QJM. 2005; 98: 415–425.[Abstract/Free Full Text]

21. Ungar WJ, Coyte PC. Prospective study of the patient-level cost of asthma care in children. Pediatr Pulmonol. 2001; 32: 101–108.[CrossRef][Medline] [Order article via Infotrieve]

22. Korhonen K, Reijonen TM, Remes K, Malmstrom K, Klaukka T, Korppi M. Reasons for and costs of hospitalization for pediatric asthma: a prospective 1-year follow-up in a population-based setting. Pediatr Allergy Immunol. 2001; 12: 331–338.[CrossRef][Medline] [Order article via Infotrieve]

23. Huang ZJ, LaFleur BJ, Chamberlain JM, Guagliardo MF, Joseph JG. Inpatient childhood asthma treatment: relationship of hospital characteristics to length of stay and cost: analyses of New York State discharge data, 1995. Arch Pediatr Adolesc Med. 2002; 156: 67–72.[Abstract/Free Full Text]

24. Ruiz FJ, Guest JF, Lehmann A, Davie AM, Guttler K, Schluter O, Dreiss G. Costs and consequences of botulinum toxin type A use: management of children with cerebral palsy in Germany. Eur J Health Econ. 2004; 5: 227–235.[CrossRef][Medline] [Order article via Infotrieve]

25. Brener I, Harman JS, Kelleher KJ, Yeates KO. Medical costs of mild to moderate traumatic brain injury in children. J Head Trauma Rehabil. 2004; 19: 405–412.[Medline] [Order article via Infotrieve]

26. Wayne AS, Schoenike SE, Pegelow CH. Financial analysis of chronic transfusion for stroke prevention in sickle cell disease. Blood. 2000; 96: 2369–2372.[Abstract/Free Full Text]

27. Wazeka A, Valacer DJ, Cooper M, Caplan DW, DiMaio M. Impact of a pediatric asthma clinical pathway on hospital cost and length of stay. Pediatr Pulmonol. 2001; 32: 211–216.[CrossRef][Medline] [Order article via Infotrieve]

28. Morrissey J. The best route. Clinical pathways have become a habit at Children’s Hospital in San Diego and the effort is paying off in quantifying quality and cutting costs. Mod Healthc. 2003; 33: 26–28, 34.[Medline] [Order article via Infotrieve]

29. Janjua N, Nasar A, Lynch JK, Qureshi AI. Thrombolysis for ischemic stroke in children: data from the nationwide inpatient sample. Stroke. 2007; 38: 1850–1854.[Abstract/Free Full Text]

30. van der Worp HB, Claus SP, Bar PR, Ramos LM, Algra A, van GJ, Kappelle LJ. Reproducibility of measurements of cerebral infarct volume on CT scans. Stroke. 2001; 32: 424–430.[Abstract/Free Full Text]

31. Ganesan V, Ng V, Chong WK, Kirkham FJ, Connelly A. Lesion volume, lesion location, and outcome after middle cerebral artery territory stroke. Arch Dis Child. 1999; 81: 295–300.[Abstract/Free Full Text]

32. Kirton A, Shroff M, Visvanathan T, deVeber G. Quantified corticospinal tract diffusion restriction predicts neonatal stroke outcome. Stroke. 2007; 38: 974–980.[Abstract/Free Full Text]

33. Varni JW, Seid M, Knight TS, Uzark K, Szer IS. The PedsQL 4.0 Pi-by-no Core Scales: sensitivity, responsiveness, and impact on clinical decision-making. J Behav Med. 2002; 25: 175–193.[CrossRef][Medline] [Order article via Infotrieve]

34. Friefeld S, Yeboah O, Jones JE, deVeber G. Health-related quality of life and its relationship to neurological outcome in child survivors of stroke. CNS Spectr. 2004; 9: 465–475.[Medline] [Order article via Infotrieve]

35. Ganesan V, Prengler M, Wade A, Kirkham FJ. Clinical and radiological recurrence after childhood arterial ischemic stroke. Circulation. 2006; 114: 2170–2177.[Abstract/Free Full Text]

36. Kuhle S, Mitchell L, Andrew M, Chan AK, Massicotte P, Adams M, deVeber G. Urgent clinical challenges in children with ischemic stroke: analysis of 1065 patients from the 1-800-NOCLOTS pediatric stroke telephone consultation service. Stroke. 2006; 37: 116–122.[Abstract/Free Full Text]

37. Anderson C, Ni MC, Brown PM, Carter K. Stroke rehabilitation services to accelerate hospital discharge and provide home-based care: an overview and cost analysis. Pharmacoeconomics. 2002; 20: 537–552.[CrossRef][Medline] [Order article via Infotrieve]

38. Quaglini S, Cavallini A, Gerzeli S, Micieli G. Economic benefit from clinical practice guideline compliance in stroke patient management. Health Policy. 2004; 69: 305–315.[CrossRef][Medline] [Order article via Infotrieve]

39. Earnshaw SR, Joshi AV, Wilson MR, Rosand J. Cost-effectiveness of recombinant activated factor VII in the treatment of intracerebral hemorrhage. Stroke. 2006; 37: 2751–2758.[Abstract/Free Full Text]

40. Ehlers L, Andersen G, Clausen LB, Bech M, Kjolby M. Cost-effectiveness of intravenous thrombolysis with alteplase within a 3-hour window after acute ischemic stroke. Stroke. 2007; 38: 85–89.[Abstract/Free Full Text]

41. deVeber G. In pursuit of evidence-based treatments for paediatric stroke: the UK and Chest guidelines. Lancet Neurol. 2005; 4: 432–436.[CrossRef][Medline] [Order article via Infotrieve]

42. Fullerton HJ. The emerging quandary of childhood stoke: better aim but no magic bullet. Stroke. 2006; 37: 3.[Free Full Text]

43. Taylor TN, Davis PH, Torner JC, Holmes J, Meyer JW, Jacobson MF. Lifetime cost of stroke in the United States. Stroke. 1996; 27: 1459–1466.[Abstract/Free Full Text]

44. Reed SD, Blough DK, Meyer K, Jarvik JG. Inpatient costs, length of stay, and mortality for cerebrovascular events in community hospitals. Neurology. 2001; 57: 305–314.[Abstract/Free Full Text]

45. Dodel RC, Haacke C, Zamzow K, Paweilik S, Spottke A, Rethfeldt M, Siebert U, Oertel WH, Schoffski O, Back T. Resource utilization and costs of stroke unit care in Germany. Value Health. 2004; 7: 144–152.[CrossRef][Medline] [Order article via Infotrieve]

46. Yoneda Y, Okuda S, Hamada R, Toyota A, Gotoh J, Watanabe M, Okada Y, Ikeda K, Ibayashi S, Hasegawa Y. Hospital cost of ischemic stroke and intracerebral hemorrhage in Japanese stroke centers. Health Policy. 2005; 73: 202–211.[CrossRef][Medline] [Order article via Infotrieve]

47. Dewey HM, Thrift AG, Mihalopoulos C, Carter R, Macdonell RA, McNeil JJ, Donnan GA. Cost of stroke in Australia from a societal perspective: results from the North East Melbourne Stroke Incidence Study (NEMESIS). Stroke. 2001; 32: 2409–2416.[Abstract/Free Full Text]

48. Rossnagel K, Nolte CH, Muller-Nordhorn J, Jungehulsing GJ, Selim D, Bruggenjurgen B, Villringer A, Willich SN. Medical resource use and costs of health care after acute stroke in Germany. Eur J Neurol. 2005; 12: 862–868.[CrossRef][Medline] [Order article via Infotrieve]

49. Luengo-Fernandez R, Gray AM, Rothwell PM. Population-based study of determinants of initial secondary care costs of acute stroke in the United Kingdom. Stroke. 2006; 37: 2579–2587.[Abstract/Free Full Text]

50. Lyden P, Claesson L, Havstad S, Ashwood T, Lu M. Factor analysis of the National Institutes of Health Stroke Scale in patients with large strokes. Arch Neurol. 2004; 61: 1677–1680.[Abstract/Free Full Text]

51. Schiemanck SK, Post MW, Kwakkel G, Witkamp TD, Kappelle LJ, Prevo AJ. Ischemic lesion volume correlates with long-term functional outcome and quality of life of middle cerebral artery stroke survivors. Restor Neurol Neurosci. 2005; 23: 257–263.[Medline] [Order article via Infotrieve]

52. Warach S, Kaufman D, Chiu D, Devlin T, Luby M, Rashid A, Clayton L, Kaste M, Lees KR, Sacco R, Fisher M. Effect of the Glycine Antagonist Gavestinel on cerebral infarcts in acute stroke patients, a randomized placebo-controlled trial: The GAIN MRI Substudy. Cerebrovasc Dis. 2006; 21: 106–111.[Medline] [Order article via Infotrieve]

53. Engelter ST, Provenzale JM, Petrella JR, DeLong DM, Alberts MJ. Infarct volume on apparent diffusion coefficient maps correlates with length of stay and outcome after middle cerebral artery stroke. Cerebrovasc Dis. 2003; 15: 188–191.[CrossRef][Medline] [Order article via Infotrieve]

54. Pineiro R, Pendlebury ST, Smith S, Flitney D, Blamire AM, Styles P, Matthews PM. Relating MRI changes to motor deficit after ischemic stroke by segmentation of functional motor pathways. Stroke. 2000; 31: 672–679.[Abstract/Free Full Text]




This article has been cited by other articles:


Home page
PediatricsHome page
D. Rea, J. F. Brandsema, D. Armstrong, P. C. Parkin, G. deVeber, D. MacGregor, W. J. Logan, and R. Askalan
Cerebral Arteriopathy in Children With Neurofibromatosis Type 1
Pediatrics, September 1, 2009; 124(3): e476 - e483.
[Abstract] [Full Text] [PDF]


Home page
StrokeHome page
E. Perkins, J. Stephens, H. Xiang, and W. Lo
The Cost of Pediatric Stroke Acute Care in the United States
Stroke, August 1, 2009; 40(8): 2820 - 2827.
[Abstract] [Full Text] [PDF]


Home page
StrokeHome page
L. C. Jordan, J. T. Kleinman, and A. E. Hillis
Intracerebral Hemorrhage Volume Predicts Poor Neurologic Outcome in Children
Stroke, May 1, 2009; 40(5): 1666 - 1671.
[Abstract] [Full Text] [PDF]


Home page
Arch NeurolHome page
W. D. Lo, J. Lee, J. Rusin, E. Perkins, and E. S. Roach
Intracranial Hemorrhage in Children: An Evolving Spectrum
Arch Neurol, December 1, 2008; 65(12): 1629 - 1633.
[Abstract] [Full Text] [PDF]


Home page
Ann. Thorac. Surg.Home page
W. T. Mahle, G. Ianucci, R. N. Vincent, and K. R. Kanter
Costs Associated With Ventricular Assist Device Use in Children
Ann. Thorac. Surg., November 1, 2008; 86(5): 1592 - 1597.
[Abstract] [Full Text] [PDF]


This Article
Right arrow Abstract Freely available
Right arrow Full Text (PDF)
Right arrow All Versions of this Article:
39/1/161    most recent
STROKEAHA.107.497420v1
Right arrow Alert me when this article is cited
Right arrow Alert me if a correction is posted
Right arrow Citation Map
Services
Right arrow Email this article to a friend
Right arrow Similar articles in this journal
Right arrow Similar articles in PubMed
Right arrow Alert me to new issues of the journal
Right arrow Download to citation manager
Right arrowRequest Permissions
Citing Articles
Right arrow Citing Articles via HighWire
Right arrow Citing Articles via Google Scholar
Google Scholar
Right arrow Articles by Lo, W.
Right arrow Articles by Yeates, K. O.
Right arrow Search for Related Content
PubMed
Right arrow PubMed Citation
Right arrow Articles by Lo, W.
Right arrow Articles by Yeates, K. O.
Right arrowPubmed/NCBI databases
Medline Plus Health Information
*Stroke
Related Collections
Right arrow Health policy and outcome research
Right arrow Behavioral/psychosocial - stroke
Right arrow Stroke in Children and the Young