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Applying Lean-Six-Sigma Methodology in radiotherapy: Lessons learned by the breast daily repositioning case
- Source :
- Radiotherapy and Oncology. 127:326-331
- Publication Year :
- 2018
- Publisher :
- Elsevier BV, 2018.
-
Abstract
- Background & purpose Lean Six Sigma Methodology (LSSM) was introduced in industry to provide near-perfect services to large processes, by reducing improbable occurrence. LSSM has been applied to redesign the 2D-2D breast repositioning process (Lean) by the retrospective analysis of the database (Six Sigma). Materials & methods Breast patients with daily 2D-2D matching before RT were considered. The five DMAIC (define, measure, analyze, improve, and control) LSSM steps were applied. The process was retrospectively measured over 30 months (7/2014–12/2016) by querying the RT Record&Verify database. Two Lean instruments (Poka-Yoke and Visual Management) were considered for advancing the process. The new procedure was checked over 6 months (1–6/2017). Results 14,931 consecutive shifts from 1342 patients were analyzed. Only 0.8% of patients presented median shifts >1 cm. The major observed discrepancy was the monthly percentage of fractions with almost zero shifts (AZS = 13.2% ± 6.1%). Ishikawa fishbone diagram helped in defining the main discrepancy con-causes. Procedure harmonization involving a multidisciplinary team to increase confidence in matching procedure was defined. AZS was reduced to 4.8% ± 0.6%. Furthermore, distribution symmetry improvement (Skewness moved from 1.4 to 1.1) and outlier reduction, verified by Kurtosis diminution, demonstrated a better “normalization” of the procedure after the LSSM application. Conclusions LSSM was implemented in a RT department, allowing to redesign the breast repositioning matching procedure.
- Subjects :
- Normalization (statistics)
medicine.medical_specialty
Matching (statistics)
Computer science
Breast Neoplasms
030218 nuclear medicine & medical imaging
03 medical and health sciences
0302 clinical medicine
medicine
Retrospective analysis
Humans
Radiology, Nuclear Medicine and imaging
Medical physics
Lean Six Sigma
Retrospective Studies
Radiotherapy Planning, Computer-Assisted
DMAIC
Six Sigma
Hematology
Quality Improvement
Oncology
030220 oncology & carcinogenesis
Outlier
Kurtosis
Female
Radiation Dose Hypofractionation
Radiotherapy, Image-Guided
Total Quality Management
Subjects
Details
- ISSN :
- 01678140
- Volume :
- 127
- Database :
- OpenAIRE
- Journal :
- Radiotherapy and Oncology
- Accession number :
- edsair.doi.dedup.....be9bc991c9ac228bf03fc6ff85f0dc77