{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,10]],"date-time":"2026-06-10T16:35:22Z","timestamp":1781109322659,"version":"3.54.1"},"reference-count":33,"publisher":"IGI Global Scientific Publishing","issue":"2","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2013,4,1]]},"abstract":"<p>In order to retain competitive advantages, many manufacturing organizations have applied Lean Six Sigma techniques to improve production processes. The general approach for implementing Lean Six Sigma is to perform various projects to tackle specific problems or areas. However, with the manufacturing system and its external environment becoming more and more complex, it is simply not possible to solve all the problems given the limited resources. The purpose of this study is to develop a model that provides a systematic evaluation for potential opportunities to enhance the effectiveness of Lean Six Sigma. Deriving from the Bayesian Network methodology, the proposed model combines a graphical approach to represent cause-and-effect relationships between events of interests and probabilistic inference to estimate their likelihoods in the area of process improvement. The developed model can be used for assessing the problems associated with Lean Six Sigma initiatives and prioritizing efforts to solve these problems.<\/p>","DOI":"10.4018\/jsds.2013040101","type":"journal-article","created":{"date-parts":[[2013,7,1]],"date-time":"2013-07-01T12:30:56Z","timestamp":1372681856000},"page":"1-15","source":"Crossref","is-referenced-by-count":6,"title":["Applying Bayesian Network Techniques to Prioritize Lean Six Sigma Efforts"],"prefix":"10.4018","volume":"4","author":[{"given":"Yanzhen","family":"Li","sequence":"first","affiliation":[{"name":"Continuous Improvement Manager, H&V Collision Center, Colonie, NY, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Rapinder S.","family":"Sawhne","sequence":"additional","affiliation":[{"name":"Department of Industrial and Information Engineering, The University of Tennessee, Knoxville, TN, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Joseph H.","family":"Wilck","sequence":"additional","affiliation":[{"name":"Department of Engineering, East Carolina University, Greenville, NC, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"2432","reference":[{"key":"jsds.2013040101-0","doi-asserted-by":"publisher","DOI":"10.1504\/IJADS.2008.021223"},{"key":"jsds.2013040101-1","doi-asserted-by":"publisher","DOI":"10.4324\/9780203345825"},{"issue":"1","key":"jsds.2013040101-2","first-page":"31","article-title":"A call center simulation study: Comparing the reliability of cross-trained agents to specialized agents.","volume":"2","author":"L. F.Ali","year":"2012","journal-title":"International Journal of Engineering and Manufacturing Science"},{"key":"jsds.2013040101-3","doi-asserted-by":"publisher","DOI":"10.1016\/S0925-5273(02)00316-X"},{"key":"jsds.2013040101-4","author":"R.Chalice","year":"2007","journal-title":"Improving healthcare using Toyota lean production methods: 46 steps for improvement"},{"key":"jsds.2013040101-5","doi-asserted-by":"publisher","DOI":"10.1080\/00207540903186266"},{"key":"jsds.2013040101-6","doi-asserted-by":"publisher","DOI":"10.1023\/A:1007465528199"},{"key":"jsds.2013040101-7","doi-asserted-by":"publisher","DOI":"10.1080\/00207540802230363"},{"key":"jsds.2013040101-8","unstructured":"Huang, Y., Li, X., Wilck, J. H., & Berg, T. (2012). Cost reduction in healthcare via lean Six Sigma. In Proceedings of IIE Annual Research Conference, Orlando, FL."},{"key":"jsds.2013040101-9","doi-asserted-by":"publisher","DOI":"10.1093\/bioinformatics\/btg313"},{"key":"jsds.2013040101-10","doi-asserted-by":"publisher","DOI":"10.4018\/jsds.2012070102"},{"key":"jsds.2013040101-11","doi-asserted-by":"crossref","DOI":"10.1007\/978-1-4757-3502-4","author":"F.Jenson","year":"2001","journal-title":"Bayesian networks and decision graphs"},{"key":"jsds.2013040101-12","unstructured":"Krafick, J. F., & MacDuffe, J. P. (1989). Explaining high performance manufacturing: The international automotive plant study. In Proceedings of the IMVP International Policy Forum, Pierre Marques, Acapulco, Mexico."},{"key":"jsds.2013040101-13","doi-asserted-by":"publisher","DOI":"10.1108\/01443579610109910"},{"key":"jsds.2013040101-14","first-page":"84","article-title":"Bayesian network techniques","author":"H.Langseth","year":"2007","journal-title":"Applications of bayesian networks in reliability analysis"},{"key":"jsds.2013040101-15","doi-asserted-by":"publisher","DOI":"10.1080\/002075497194796"},{"key":"jsds.2013040101-16","doi-asserted-by":"publisher","DOI":"10.1016\/j.patcog.2004.11.001"},{"key":"jsds.2013040101-17","doi-asserted-by":"publisher","DOI":"10.1016\/j.jbi.2005.10.003"},{"key":"jsds.2013040101-18","author":"M.Modarres","year":"2006","journal-title":"Risk analysis in engineering: Techniques, tools and trends"},{"key":"jsds.2013040101-19","author":"J. M.Nicholas","year":"1998","journal-title":"Competitive manufacturing management: Continuous improvement, lean production and customer-focused quality"},{"key":"jsds.2013040101-20","doi-asserted-by":"publisher","DOI":"10.1093\/bioinformatics\/18.1.19"},{"key":"jsds.2013040101-21","doi-asserted-by":"publisher","DOI":"10.1108\/17542730910938137"},{"key":"jsds.2013040101-22","unstructured":"Rajpal, G., Li, X., & Sawhney, R. (2008). Role of reliability in enhancing lean. In Proceedings of the 2008 Industrial Engineering Research Conference, Vancouver, Canada."},{"key":"jsds.2013040101-23","author":"L.Rubrich","year":"2004","journal-title":"How to prevent lean implementation failures: 10 reasons why failures occur"},{"key":"jsds.2013040101-24","doi-asserted-by":"publisher","DOI":"10.1111\/j.1937-8327.2005.tb00334.x"},{"key":"jsds.2013040101-25","article-title":"A management model for planning change based on the integration of Lean and Six Sigma","author":"R.Sawhney","year":"2006","journal-title":"Handbook of industrial and system engineering"},{"key":"jsds.2013040101-26","doi-asserted-by":"publisher","DOI":"10.1080\/00207540802230504"},{"key":"jsds.2013040101-27","doi-asserted-by":"publisher","DOI":"10.1002\/0470091754"},{"key":"jsds.2013040101-28","author":"G.Tennant","year":"2001","journal-title":"Six sigma: SPC and TQM in manufacturing and services"},{"key":"jsds.2013040101-29","doi-asserted-by":"publisher","DOI":"10.1108\/17410380910925433"},{"key":"jsds.2013040101-30","doi-asserted-by":"publisher","DOI":"10.1016\/j.ecolmodel.2006.11.033"},{"key":"jsds.2013040101-31","author":"J. P.Womack","year":"1996","journal-title":"Lean thinking: Banish waste and create value in your corporation"},{"key":"jsds.2013040101-32","author":"J. P.Womack","year":"1990","journal-title":"The machine that changed the world"}],"container-title":["International Journal of Strategic Decision Sciences"],"original-title":[],"language":"ng","link":[{"URL":"https:\/\/www.igi-global.com\/viewtitle.aspx?TitleId=78344","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,6,1]],"date-time":"2022-06-01T12:18:58Z","timestamp":1654085938000},"score":1,"resource":{"primary":{"URL":"https:\/\/services.igi-global.com\/resolvedoi\/resolve.aspx?doi=10.4018\/jsds.2013040101"}},"subtitle":[""],"short-title":[],"issued":{"date-parts":[[2013,4,1]]},"references-count":33,"journal-issue":{"issue":"2","published-print":{"date-parts":[[2013,4]]}},"URL":"https:\/\/doi.org\/10.4018\/jsds.2013040101","relation":{},"ISSN":["1947-8569","1947-8577"],"issn-type":[{"value":"1947-8569","type":"print"},{"value":"1947-8577","type":"electronic"}],"subject":[],"published":{"date-parts":[[2013,4,1]]}}}