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An integrated big data analytics-enabled transformation model: Application to health care

Yichuan Wang, LeeAnn Kung, William Yu Chung Wang, Casey G. Cegielski
2018 Information & Management  
Three significant path-to-value chains were identified for healthcare organizations by applying the model, which provides practical insights for managers.  ...  A big data analytics enabled transformation model based on practice-based view is developed which reveals the causal relationships among big data analytics capabilities, IT-enabled transformation practices  ...  care coordination among healthcare units through an interoperable EHR system 2 Evidence-based medicine Identify practice-based evidence from day-to-day clinical operations and services for decision  ... 
doi:10.1016/ fatcat:2m5ol6dpurgenlwinm2tq6743a

The Current State of Lean Implementation in Health Care

Bozena Poksinska
2010 Quality Management in Health Care  
Value Stream Mapping is the most frequently applied Lean tool in healthcare.  ...  waste in an attempt to create continuous flow.  ...  The challenge is to improve the entire value stream, not just optimize the performance of individual departments The change enablers for Lean Healthcare seem not to be different from enablers of any other  ... 
doi:10.1097/qmh.0b013e3181fa07bb pmid:20924253 fatcat:ab32tbhvzjeifnhoe4ub3qqpmy

Assessing the leanness of a supply chain using multi-grade fuzzy logic: a health-care case study

Abdulaziz Marzouq Almutairi, Konstantinos Salonitis, Ahmed Al-Ashaab
2019 International Journal of Lean Six Sigma  
Originality/value -This study makes an original contribution to the body of research concerning lean principles; the study developed a conceptual model for leanness assessment that can be applied to the  ...  This model enable decision makers in hospital supply chain to take suitable actions for improving lean implementation level.  ...  waste, producing value-added operations and improving operational efficiencies (Al-Saa'da et al., 2013) .  ... 
doi:10.1108/ijlss-03-2018-0027 fatcat:wayxy54kebbhnezbaprdwpshva

Operational Performance and Lean Healthcare in the Healthcare Sector: Review on the Dimensions and Relationships

Azyyati Anuar, Rohaizah Saad, Rushami Zein Yusoff
2018 International Journal of Academic Research in Business and Social Sciences  
Numbers of evidence have shown operational level in the healthcare sector is predicted to make some changes in operational performance that help to improve cost, quality, flexibility, efficiency, effectiveness  ...  Therefore, the purpose of this study is to discuss the dimensions of operational performance and lean healthcare and hence, to review numerous article on the relationship between lean healthcare and operational  ...  Acknowledgement The researchers would like to acknowledge the Ministry of High Education (MOHE) for the financial funding of this research.  ... 
doi:10.6007/ijarbss/v8-i4/4014 fatcat:tyoszoittrcwvced4x4cpgw63i

How can big data analytics be used for healthcare organization management? Literary framework and future research from a systematic review

Nicola Cozzoli, Fiorella Pia Salvatore, Nicola Faccilongo, Michele Milone
2022 BMC Health Services Research  
investigate standardization and integration of the devices as well as the protocol in data analysis to improve the performance of the healthcare organization.  ...  Conclusions In conclusion is identified how the big data analytics solutions are considered a milestone for managerial studies applied to healthcare organizations, although scientific research needs to  ...  and will be crucial tools to improve the performance of healthcare organizations [47] .  ... 
doi:10.1186/s12913-022-08167-z pmid:35733192 pmcid:PMC9213639 fatcat:ffeyb5bfcnd4tj2qgdvhjscejy

Using Dashboard for Lean Revenue Cycle Management

Jihong Zeng, John Zhang
2013 iBusiness  
Lean methodologies are increasingly deployed by healthcare providers to improve billing and collection process in revenue cycle management.  ...  Traditional tabular and spreadsheet form analytics are not efficient to support enterprise scale lean improvement sustainability.  ...  It is also an efficient communication and information sharing tool to motivate additional improvement.  ... 
doi:10.4236/ib.2013.53b021 fatcat:c2bdmdpedndqxgzcyhkdsjfv7q

Industrial Engineering for Healthcare Management – Example Lean Management and ICT Tools

Aleksander Buczacki, Bartłomiej Gładysz, Dariusz Timler
2019 Studies in Logic, Grammar and Rhetoric  
This may serve as an inspiration for healthcare organizations to search for and implement methodological approaches to improve their services.  ...  The aim of this paper is to present selected successful applications of lean management tools in the Polish healthcare.  ...  Based on the current state value stream map, the following actions/improvements were proposed as standards for doctors and ED staff and as a way to improve critical issues (listed above): -Introduction  ... 
doi:10.2478/slgr-2019-0042 fatcat:hjydtd3wt5bzdnh3cmdtii2wpq

Role of contemporary technologies in health care knowledge management: a review

Muluneh E. Gizaw, Getachew W. Tessema
2020 International Journal of Scientific Reports  
<p>The emergence of knowledge management (KM) technologies has been enabling health care sectors to promote effective management of knowledge and provide evidence-based medicine for improving service deliveries  ...  Health care portals, search engines, retrieval and classification tools, e-collaboration tools, content management systems and other technologies are widely employed to manage the massive and ongoing health  ...  enhance organizational performance and create value". 11 World Health Organization (WHO) also defines it as "a set of principles, tools and practices that enable people to create knowledge, and to share  ... 
doi:10.18203/issn.2454-2156.intjscirep20203552 fatcat:soozfmr6uzdhfdlmrsz4cnyfxi

Exploring the path to big data analytics success in healthcare

Yichuan Wang, Nick Hajli
2017 Journal of Business Research  
In order to bridge this knowledge gap, this research proposes a business analytics-enabled business value model in which we use the resource-based theory (RBT) and IT capability building to link big data  ...  Although computer scientists indicate that big data technologies have tremendous benefits for healthcare industries, extant research has paid insufficient attention to the exploration of its business value  ...  improved operational benefit Recording this statement as one of the path-to-value chain: Data aggregationinteropera bilityoperational benefit (Case name: Memorial Healthcare System) The vendor vetting  ... 
doi:10.1016/j.jbusres.2016.08.002 fatcat:2g2ilz23xjdbtg4mvxiojrlfsu

IoT-Enabled Remote Monitoring Techniques for Healthcare Applications -- An Overview

Shajulin Benedict
2022 Informatica (Ljubljana, Tiskana izd.)  
IoT-enabled remote healthcare monitoring applications have surged against countless other technologies to assist patients.  ...  The review aimed at guiding healthcare practitioners and developers to understand the pitfalls of existing approaches and to innovate solutions in newer dimensions.  ...  reached in hospitals; virtual reality enabled operating rooms are becoming a new normal for practicing edge supported operations to patients.  ... 
doi:10.31449/inf.v46i2.3912 fatcat:xuwfccshhfginpe2r32saze6hi

Hospital process orientation from an operations management perspective: development of a measurement tool and practical testing in three ophthalmic practices

Pedro D Gonçalves, Marie Louise Hagenbeek, Jan M H Vissers
2013 BMC Health Services Research  
Based on five dimensions of an existing questionnaire a new HPO-measurement tool was developed to measure the degree of PO within hospitals on the basis of respondents' perception.  ...  This research contributes to HPO from an operations management (OM) perspective by addressing the alignment, integration and coordination of activities within patient care processes.  ...  Acknowledgements The authors would like to thank the participants of all hospitals involved, the OM-experts, the reviewers of the master thesis, and the referees for their constructive comments on the  ... 
doi:10.1186/1472-6963-13-475 pmid:24219362 pmcid:PMC3831252 fatcat:fewyki5d3bdsxllf5t7sx7zwgy

Digital Transformation Strategies for Healthcare Providers: Perspectives from Senior Leadership

Kaushik Ghosh, Michael Dohan, Hareesh Veldandi
2018 Americas Conference on Information Systems  
Digital transformation, defined as digitally enabled strategic undertaking is crucial to healthcare organizations to improve patient outcomes and reduce costs.  ...  Healthcare costs in the US and Canada are rising at an alarming rate.  ...  The key to digital transformation is to create a vision to drive change to generate a new business model. This will lead to improved performance and create value for customers.  ... 
dblp:conf/amcis/GhoshDV18 fatcat:nbr3pg6njje27kmjdk3oklsv64

Improvement Healthcare Projects [chapter]

Luis Vilcahuamán, Rossana Rivas
2017 Healthcare Technology Management Systems  
An interesting contribution from The consideration of the enablers contributes to the understanding that the management of technology from an effective and consistent perspective dismisses the link of  ...  The Institute of Medicine-IOM [4] and the National Academy of Engineering-NAE [5] recommended and advocated the widespread application of SE tools to improve healthcare delivery [6] .  ... 
doi:10.1016/b978-0-12-811431-5.00008-4 fatcat:dylkkeckfrcotlhuk4dunqew2y

An internet-based simulation system for training and development of regional-healthcare-centers managers

David Bregman, Arik Korman, Ana Shetach, Nira Shalom
2009 Studies in Health Technology and Informatics  
RHCMS (Regional Healthcare Center Management System) is an Internet-based simulation training system for Regional Healthcare-Centers (RHCs) managers.  ...  The simulation game has a major potential contribution in enabling management trainees to transfer theoretical knowledge into managerial practical tools, capabilities and skills.  ...  The performance evaluation tool. The Health Value Added (HVA) tool is used for evaluating RHC team performance.  ... 
pmid:19745421 fatcat:q7esztv4xffhfjv24x6myg7c5m

Big Data and Digital Solutions: Laying the Foundation for Cardiovascular Population Management CME

Khurram Nasir, Zulqarnain Javed, Safi U Khan, Stephen L Jones, Julia Andrieni
2020 Methodist DeBakey Cardiovascular Journal  
opportunities for value-based healthcare delivery and efficient cardiovascular population management.  ...  There are huge gaps in evidence-based cardiovascular care at the national, organizational, practice, and provider level that can be attributed to variation in provider attitudes, lack of incentives for  ...  healthcare quality and performance, and improve outcomes across large populations.  ... 
doi:10.14797/mdcj-16-4-272 pmid:33500755 pmcid:PMC7812845 fatcat:s673sau33rchbgsovj5yu244n4
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