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Research ArticlePediatric Neuroimaging

How to Reduce Head CT Orders in Children with Hydrocephalus Using the Lean Six Sigma Methodology: Experience at a Major Quaternary Care Academic Children's Center

A. Tekes, E.M. Jackson, J. Ogborn, S. Liang, M. Bledsoe, D.J. Durand, G. Jallo and T.A.G.M. Huisman
American Journal of Neuroradiology June 2016, 37 (6) 990-996; DOI: https://doi.org/10.3174/ajnr.A4658
A. Tekes
aFrom the Division of Pediatric Radiology and Pediatric Neuroradiology (A.T., D.J.D., T.A.G.M.H.)
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E.M. Jackson
cDivision of Pediatric Neurosurgery, Department of Neurosurgery (E.M.J., G.J.)
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J. Ogborn
dDepartment of Pediatrics (J.O.), The Johns Hopkins Medical Institutions, Baltimore, Maryland.
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S. Liang
bDepartment of Radiology (S.L., M.B.), Russell H. Morgan Department of Radiology and Radiological Science
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M. Bledsoe
bDepartment of Radiology (S.L., M.B.), Russell H. Morgan Department of Radiology and Radiological Science
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D.J. Durand
aFrom the Division of Pediatric Radiology and Pediatric Neuroradiology (A.T., D.J.D., T.A.G.M.H.)
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G. Jallo
cDivision of Pediatric Neurosurgery, Department of Neurosurgery (E.M.J., G.J.)
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T.A.G.M. Huisman
aFrom the Division of Pediatric Radiology and Pediatric Neuroradiology (A.T., D.J.D., T.A.G.M.H.)
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  • Fig 1.
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    Fig 1.

    Improved workflow for the hydrocephalus imaging pathway. Imaging technologists are required to respond in a timely fashion. In case they could not respond on time, their phone numbers are outlined so that the ordering units can follow-up on their orders. HMED indicates HealthMatics Emergency Department (Allscripts, Chicago, Illinois); POE, Physician Order Entry; EPIC, Epic Systems (Madison, Wisconsin); ASCOM, tel.

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    Fig 2.

    Ultrafast brain MR imaging protocol: axial (A), coronal (B), and sagittal (C) T2-weighted HASTE of the brain. Note the clear visualization of the ventricular system and catheter tip.

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    Fig 3.

    Attribute capability analysis demonstrates that our control data are almost at the 95% confidence bounds.

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    Fig 4.

    P-chart demonstrating weekly changes in head CT orders from baseline to control phases. Note the reduced fluctuations during improvement and control phases. UCL indicates upper control limit; LB, lower boundary.

Tables

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    Table 1:

    Project charter

    Project Name: Reduce Head CT Studies in Children with Hydrocephalus
    Green Belt:
    Champion:
    Master Black Belt:
    Problem Statement:
        Radiation is dangerous especially in children. There is an increasing rate of head CT orders in children with hydrocephalus. Many children with hydrocephalus need repeat imaging, adding additional risk for cumulative radiation, which may lead to cancer.
    Project Goal:
        Reduce the percentage of head CT orders for hydrocephalus by 50 percent in 6 months (project start date: January 24, 2014)
    Project Y:
        Percentage of each modality (head CT, ultrafast brain MRI, head US) per ordering department, time of the day, ordering physician rank
    Scope:
        All children with known or suspected hydrocephalus, 0–18 years of age, presenting to emergency department, inpatient, and outpatient services
    Team Members:
        Project leader, pediatric radiology and pediatric neuroradiology
        Physician champion, pediatric radiology and pediatric neuroradiology
        Member, pediatric emergency department
        Member, pediatric neurosurgery
        Member, radiology administrator
        Member, radiology department, financial analyst
        Member, pediatric radiology manager
        Member, chief CT technologists
        Member, chief US technologists
        Member, radiology patient care coordinator
        Member, chief pediatric MRI technologists
    Benefits:
        1) Eliminate radiation in evaluation of hydrocephalus
        2) Reduce MRI time in the evaluation of hydrocephalus
        3) Reduce cost with limited charge
        4) Reduce shunt survey orders
    Timeline:
        Define/Measure: January 24–February 1, 2014
        Analyze/Improve: March 10–May 30, 2014
        Control: July 1–September 1, 2014
    • View popup
    Table 2:

    Number and percentage of each modality per rank of ordering physician from baseline to control phasesa

    BaselineI-Phase II-Phase III-Phase IIIC-Phase IC-Phase IIC-Phase III
    No.%No.%No.%No.%No.%No.%No.%
    Attending
        RB-MRI1620.3426.7518.5310.01420.968.8912.7
        UF-MRI1822.8426.71659.31033.33146.33450.03853.5
        Head CT1620.3213.30.013.346.068.834.2
        Head US2936.7533.3622.21653.31826.92232.42129.6
    Attending total7938.51524.22731.43032.66770.56858.17163.4
    Resident
        RB-MRI2217.5510.658.558.1414.3510.2717.1
        UF-MRI1915.12757.43355.93556.51139.32244.91639.0
        Head CT4636.536.4610.269.7621.4816.3614.6
        Head US3931.01225.51525.41625.8725.01428.61229.3
    Resident total12661.54775.85968.66267.42829.54941.94136.6
    Grand total205100.062100.086100.092100.095100.0117100.0112100.0
    • Note:—I-Phase indicates improvement phase; C-phase, control phase; RB-MRI, routine brain MRI.

    • ↵a Duration of baseline was 3 months, followed by 3 months of improvement (each phase for 1 month), and 3 months of control phases (each phase for 1 month).

    • View popup
    Table 3:

    Number and percentage of each modality during different hours of the day from baseline to control phasesa

    BaselineI-Phase II-Phase III-Phase IIIC-Phase IC-Phase IIC-Phase III
    No.%No.%No.%No.%No.%No.%No.%
    Work hours
        RB-MRI2719.7614.369.469.81216.468.61112.5
        UF-MRI3424.82150.04062.52642.63446.63854.34450.0
        Head CT2820.424.811.611.6811.011.466.8
        Head US4835.01331.01726.62845.91926.02535.72730.7
    Work hour total13766.84267.76474.46166.37376.87059.88878.6
    After hours
        RB-MRI720.6214.3325.0213.3323.1313.6425.0
        UF-MRI25.9857.1541.7960.0646.2940.9850.0
        Head CT1955.9214.3325.0320.017.7627.3212.5
        Head US617.6214.318.316.7323.1418.2212.5
    After hours total3416.61422.61214.01516.31313.72218.81614.3
    Weekend
        RB-MRI411.8116.7110.00.0333.328.0112.5
        UF-MRI12.9233.3440.01062.5222.2936.0225.0
        Head CT1544.1116.7220.0318.8111.1728.0112.5
        Head US1441.2233.3330.0318.8333.3728.0450.0
    Weekend total3416.669.71011.61617.499.52521.487.1
    Grand total205100.062100.086100.092100.095100.0117100.0112100.0
    • Note:—I-Phase indicates improvement phase; C-phase, control phase; RB-MRI, routine brain MRI.

    • ↵a Duration of baseline was 3 months, followed by 3 months of improvement (each phase for 1 month), and 3 months of control phases (each phase for 1 month).

    • View popup
    Table 4:

    Number and percentage of each modality from baseline to control phasesa

    BaselineI-Phase II-Phase III-Phase IIIC-Phase IC-Phase IIC-Phase III
    No.%No.%No.%No.%No.%No.%No.%
    RB-MRI3818.5914.51011.688.71818.9119.41614.3
    UF-MRI3718.03150.04957.04548.94244.25647.95448.2
    Head CT6230.258.167.077.61010.51412.098.0
    Head US6833.21727.42124.43234.82526.33630.83329.5
    • Note:—I-Phase indicates improvement phase; C-phase, control phase; RB-MRI, routine brain MRI.

    • ↵a Duration of baseline was 3 months, followed by 3 months of improvement (each phase for 1 month), and 3 months of control phases (each phase for 1 month).

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American Journal of Neuroradiology: 37 (6)
American Journal of Neuroradiology
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A. Tekes, E.M. Jackson, J. Ogborn, S. Liang, M. Bledsoe, D.J. Durand, G. Jallo, T.A.G.M. Huisman
How to Reduce Head CT Orders in Children with Hydrocephalus Using the Lean Six Sigma Methodology: Experience at a Major Quaternary Care Academic Children's Center
American Journal of Neuroradiology Jun 2016, 37 (6) 990-996; DOI: 10.3174/ajnr.A4658

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How to Reduce Head CT Orders in Children with Hydrocephalus Using the Lean Six Sigma Methodology: Experience at a Major Quaternary Care Academic Children's Center
A. Tekes, E.M. Jackson, J. Ogborn, S. Liang, M. Bledsoe, D.J. Durand, G. Jallo, T.A.G.M. Huisman
American Journal of Neuroradiology Jun 2016, 37 (6) 990-996; DOI: 10.3174/ajnr.A4658
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