Measuring process performance within healthcare logistics - a decision tool for selecting track and trace technologies

INTRODUCTIONLogistical processes are essential for a hospital to function and in providing sendees for patients. Improving the efficiency and effectiveness of healthcare processes not only economizes on resources but also provides supports in reaching organizational goals (Gleason Sc Bamum, 1982; Mentzer Sc Konrad, 1991). Measuring the efficiency and effectiveness of a process can motivate employees and induce learning in order to improve processes (Neely, Gregory, Sc Platts, 2005). In a healthcare logistics context, employees will often perform tasks in various parts of a hospital without close management control. The lack of control and the dispersion of employees make it difficult to assess individual and process performance. Thus, from a principal-agent point of view, there is a need to measure and monitor the process (Kathleen M. Eisenhardt, 1989; Melnyk, Stewart, Sc Swink, 2004). Technologies such as RFID, barcodes and portable job agents can capture data in a process and enable process measurement (Ferrer, Dew, Sc Apte, 2010; Sarac, Absi, Sc Dauzere-Peres, 2010). When measuring several performance indicators, one technology may not fit all, and a range of different technologies may be needed to enable performance measurement. Selecting the appropriate technologies for capturing data is important to ensure data validity and enable performance measurement.A hospital is a complex system where a network of organizational units interact to perform various processes (Kannampallil, Schauer, Cohen, Sc Patel, 2011; Plsek Sc Wilson, 2001). The level of complexity can be determined by the interrelatedness between parts of a system and the uniqueness of those relations (Kannampallil et al., 2011; Simon Sc Cilliers, 2005). The uniqueness of healthcare processes stems from the unpredictable hospital environment as the course of treatment differs for each patient (Jarrett, 1998). The uniqueness of the hospital processes means that certain conditions are intrinsic to a hospital context. Furthermore, the important role of the patient in the outcome of health services differs from other industries with a more production oriented focus (Lillrank, Groop, & Venesmaa, 2011). Thus, the decision criteria that are valid in other industries may not apply in a hospital setting.The decision criteria for assessing technologies to measure process performance within healthcare logistics are investigated in this paper. This study aims to develop a framework that serves as a decision support tool for logistics management within healthcare. The purpose of the tool is to assess technologies that enable performance measurement. The framework is developed by answering the following research question (RQ): How can decision indicators identified in a hospital cleaning case be used to assess technologies for measuring process performance in a logistical healthcare process?A REVIEW OF THE LITERATURELiterature within the field of healthcare logistics is reviewed to understand what healthcare logistics involves. The technologies used in healthcare logistics are then found in literature and the need for assessment methods is identified.Understanding Healthcare LogisticsIn one of the early definitions of logistics, the change in form and location of inventory was viewed as the main value-added process in materials logistics management (Bowersox, Carter, & Monczka, 1985). The term logistics has evolved over time from a narrow definition focusing on the reduction of inventories to a more broad definition (Cooper, Lambert, & Pagh, 1997). Several and more elaborate definitions of logistics have since been proposed. One of the widely used definitions of logistics is that of the Council of Supply Chain Management Professionals who defines logistics as 'that part of the supply chain process that plans, implements, and controls the efficient flow and storage of goods, sendees, and related information from the point of origin to the point of consumption in order to meet customers' requirements' (Council of Supply Chain Management Professionals, 2015). …

[1]  Nicholas Dew,et al.  When is RFID right for your service , 2010 .

[2]  Garland Chow,et al.  Logistics Performance: Definition and Measurement , 1994 .

[3]  Arun Kumar,et al.  Supply chain redesign in the healthcare industry of Singapore , 2008 .

[4]  P. Jarrett,et al.  An analysis of international health care logistics: the benefits and implications of implementing just-in-time systems in the health care industry. , 2006, International journal of health care quality assurance incorporating Leadership in health services.

[5]  Li Liu,et al.  RFID Application in Hospitals: A Case Study on a Demonstration RFID Project in a Taiwan Hospital , 2006, Proceedings of the 39th Annual Hawaii International Conference on System Sciences (HICSS'06).

[6]  David M. McCutcheon,et al.  Conducting case study research in operations management , 1993 .

[7]  Peter C. Brewer,et al.  USING THE BALANCED SCORECARD TO MEASURE SUPPLY CHAIN PERFORMANCE. , 2000 .

[8]  Michael Hammer,et al.  Reengineering Work: Don’t Automate, Obliterate , 1990 .

[9]  Stefano Villa,et al.  A framework to analyze hospital-wide patient flow logistics: evidence from an Italian comparative study. , 2014, Health policy.

[10]  Vimla L. Patel,et al.  Considering complexity in healthcare systems , 2011, J. Biomed. Informatics.

[11]  Ian Graham,et al.  EDI in the Scottish Health Service: inter-organisational systems and inter-organisational change , 1997, J. Strateg. Inf. Syst..

[12]  Mingzhou Jin,et al.  Six Sigma and Lean in healthcare logistics centre design and operation: a case at North Mississippi Health Services , 2008 .

[13]  ChiaCheng Chao,et al.  Determining technology trends and forecasts of RFID by a historical review and bibliometric analysis from 1991 to 2005 , 2007 .

[14]  Tsan-Ming Choi,et al.  RFID versus bar-coding systems: Transactions errors in health care apparel inventory control , 2012, Decis. Support Syst..

[15]  A. Neely,et al.  A literature review and research agenda , 1995 .

[16]  Pedro M. Reyes,et al.  Accessing antecedents and outcomes of RFID implementation in health care , 2012 .

[17]  Håkan Aronsson,et al.  Developing lean and agile health care supply chains , 2011 .

[18]  J. Holmström,et al.  Supply chain collaboration: making sense of the strategy continuum , 2005 .

[19]  Alessandro Perego,et al.  Measuring the benefits of tracking medical treatment through RFId , 2015 .

[20]  C. Clare,et al.  Quality improvement in the healthcare industry: some evidence from Singapore. , 2000, International journal of health care quality assurance incorporating Leadership in health services.

[21]  Bozena Poksinska,et al.  The Current State of Lean Implementation in Health Care: Literature Review , 2010, Quality management in health care.

[22]  A. Huberman,et al.  Qualitative Data Analysis: A Methods Sourcebook , 1994 .

[23]  Martin Utley,et al.  Estimating bed requirements for an intermediate care facility , 2003, Eur. J. Oper. Res..

[24]  Shong-Iee Ivan Su,et al.  Logistics innovation process revisited: insights from a hospital case study , 2011 .

[25]  Sameer Kumar,et al.  Rx for smart hospital purchasing decisions , 2008 .

[26]  Luciano Brandão de Souza,et al.  Trends and approaches in lean healthcare , 2009 .

[27]  Christine Nadel,et al.  Case Study Research Design And Methods , 2016 .

[28]  Peter Jacobsen,et al.  Relations between decision indicators for implementing technology in healthcare logistics – a bed logistics case study , 2015 .

[29]  Luis G. Vargas,et al.  Decision Making with the Analytic Network Process: Economic, Political, Social and Technological Applications with Benefits, Opportunities, Costs and Risks , 2013 .

[30]  Vaidyanathan Jayaraman,et al.  Strategic Purchases of Bundled Products in a Health Care Supply Chain Environment , 2009, Decis. Sci..

[31]  S. Pokharel,et al.  Logistics in hospitals: a case study of some Singapore hospitals. , 2007, Leadership in Health Services.

[32]  Wen-Tsann Lin,et al.  TQM Implementation in a Healthcare and Pharmaceutical Logistics Organization: The Case of Zuellig Pharma in Taiwan , 2004 .

[33]  Pelle Jørgensen,et al.  Technology in health care logistics , 2013 .

[34]  K. Siau,et al.  Mobile healthcare informatics , 2006, Medical informatics and the Internet in medicine.

[35]  Rong-Ho Lin,et al.  The study of CPFR implementation model in medical SCM of Taiwan , 2014 .

[36]  P. Jarrett Logistics in the health care industry , 1998 .

[37]  Robbert Huijsman,et al.  Supply chain management in health services: an overview , 2011 .

[38]  D. Lambert,et al.  SUPPLY CHAIN MANAGEMENT -- MORE THAN A NEW NAME FOR LOGISTICS , 1997 .

[39]  C. Voss Success and failure in advanced manufacturing technology , 2014 .

[40]  J. L. Cavinato Supply chain logistics risks: From the back room to the board room , 2004 .

[41]  A. Bryman Social Research Methods, 4th Edition , 2012 .

[42]  Sang M. Lee,et al.  Supply chain innovation and organizational performance in the healthcare industry , 2011 .

[43]  Wen Yao,et al.  The Adoption and Implementation of RFID Technologies in Healthcare: A Literature Review , 2012, Journal of Medical Systems.

[44]  S. Rahman,et al.  RFID-enabled process reengineering of closed-loop supply chains in the healthcare industry of Singapore , 2014, Journal of Cleaner Production.

[45]  Alejandro Romero,et al.  Combining barcodes and RFID in a hybrid solution to improve hospital pharmacy logistics processes , 2015, Int. J. Inf. Technol. Manag..

[46]  J. J. Dahlgaard,et al.  Measuring lean initiatives in health care services: issues and findings , 2006 .

[47]  Cord Spreckelsen,et al.  Decision support for hospital bed management using adaptable individual length of stay estimations and shared resources , 2013, BMC Medical Informatics and Decision Making.

[48]  Anna Granlund,et al.  Automation in Healthcare Internal Logistics: A Case Study on Practice and Potential , 2013 .

[49]  Christopher A. Voss,et al.  Case research in operations management , 2002 .

[50]  B. M. Khumawala,et al.  Requirements planning systems in the health care environment , 1982 .

[51]  K. Eisenhardt Building theories from case study research , 1989, STUDI ORGANIZZATIVI.

[52]  C J Griffith,et al.  An evaluation of hospital cleaning regimes and standards. , 2000, The Journal of hospital infection.

[53]  Andy Neely,et al.  Performance measurement system design , 1995 .

[54]  Masaki Takahashi,et al.  Developing a mobile robot for transport applications in the hospital domain , 2010, Robotics Auton. Syst..

[55]  Lydon Neumann Streamlining the supply chain. , 2003, Healthcare financial management : journal of the Healthcare Financial Management Association.

[56]  HERBERT A. SIMON,et al.  The Architecture of Complexity , 1991 .

[57]  J. Dettori,et al.  Health technology assessment , 2009, International Journal of Technology Assessment in Health Care.

[58]  Franziska Jehle,et al.  Optimizing patient flow in Austrian hospitals – Improvement of patient-centered care by coordinating hospital-wide patient trails , 2015 .

[59]  W. L. Cron,et al.  The role of goal orientation following performance feedback. , 2001, The Journal of applied psychology.

[60]  E. A. Locke,et al.  Building a practically useful theory of goal setting and task motivation. A 35-year odyssey. , 2002, The American psychologist.

[61]  S. Maxwell,et al.  How clean is clean? Proposed methods for hospital cleaning assessment. , 2008, The Journal of hospital infection.

[62]  P. Plsek,et al.  Complexity, leadership, and management in healthcare organisations , 2001, BMJ : British Medical Journal.

[63]  M. Tuominen,et al.  Benchmarking logistics performance with an application of the analytic hierarchy process , 1996 .

[64]  Ramakrishnan Ramanathan,et al.  Adoption of RFID technologies in UK logistics: Moderating roles of size, barcode experience and government support , 2014, Expert Syst. Appl..

[65]  S. Alkindi,et al.  The pneumatic tube system does not affect complete blood count results; a validation study at a tertiary care hospital , 2014, International journal of laboratory hematology.

[66]  Fariborz Rahimnia,et al.  Supply chain leagility in professional services: how to apply decoupling point concept in healthcare delivery system , 2010 .

[67]  Lemuria Carter,et al.  literature review of RFID-enabled healthcare applications and issues amuel , 2013 .

[68]  E K Jenkins,et al.  ERP (enterprise resource planning) systems can streamline healthcare business functions. , 2001, Healthcare financial management : journal of the Healthcare Financial Management Association.

[69]  Chris Hicks,et al.  Applying lean principles to the design of healthcare facilities , 2015 .

[70]  J. Mentzer,et al.  AN EFFICIENCY EFFECTIVENESS APPROACH TO LOGISTICS PERFORMANCE ANALYSIS , 1991 .

[71]  Torin Monahan,et al.  Tracking the social dimensions of RFID systems in hospitals , 2008, Int. J. Medical Informatics.

[72]  Xiuli Qu,et al.  A model for quantifying the value of RFID-enabled equipment tracking in hospitals , 2011, Adv. Eng. Informatics.

[73]  Richard Janssen,et al.  Application of lean thinking to health care: issues and observations , 2009, International journal for quality in health care : journal of the International Society for Quality in Health Care.

[74]  S. Dancer,et al.  How do we assess hospital cleaning? A proposal for microbiological standards for surface hygiene in hospitals , 2003, Journal of Hospital Infection.

[75]  A. Potter,et al.  Healthcare supply chain management in Malaysia: a case study , 2009 .

[76]  T. Saaty Fundamentals of the analytic network process — Dependence and feedback in decision-making with a single network , 2004 .

[77]  John M. Gleason,et al.  Toward Valid Measures of Public Sector Productivity: Performance Measures in Urban Transit , 1982 .

[78]  Joseph M. Woodside EDI and ERP: A Real-Time Framework for HealthCare Data Exchange , 2007, Journal of Medical Systems.

[79]  Samuel Fosso Wamba,et al.  Business value of RFID-enabled healthcare transformation projects , 2013, Bus. Process. Manag. J..

[80]  Wineke A. M. van Lent,et al.  Exploring improvements in patient logistics in Dutch hospitals with a survey , 2012, BMC Health Services Research.

[81]  T. Saaty Decision making — the Analytic Hierarchy and Network Processes (AHP/ANP) , 2004 .

[82]  Bo Bergman,et al.  Lessons from Sweden’s first large-scale implementation of Six Sigma in healthcare , 2010 .

[83]  Steven A. Melnyk,et al.  Metrics and performance measurement in operations management: dealing with the metrics maze , 2004 .

[84]  Paul Lillrank,et al.  Processes, episodes and events in health service supply chains , 2011 .

[85]  Peter Jacobsen,et al.  Identifying the potential of changes to blood sample logistics using simulation , 2013, Scandinavian journal of clinical and laboratory investigation.

[86]  Marco A. Jimenez,et al.  Automation and parameters optimization in production line: a case of study , 2013 .

[87]  Pier Paolo Carrus,et al.  The drug logistics process: an innovative experience , 2015 .

[88]  V. Tummala,et al.  Assessing and Managing Risks Using the Supply Chain Risk Management Process (SCRMP) , 2011 .

[89]  Constantinos J. Stefanou,et al.  ERP integration in a healthcare environment: a case study , 2006, J. Enterp. Inf. Manag..

[90]  Richard Philippe,et al.  How Logistics Can Service Healthcare , 2004 .

[91]  K. Eisenhardt Agency Theory: An Assessment and Review , 1989 .

[92]  C. Robertson,et al.  A microbiological evaluation of hospital cleaning methods , 2007, International journal of environmental health research.

[93]  Hamid Pourjalali,et al.  Improving activities and decreasing costs of logistics in hospitals: a comparison of U.S. and French hospitals , 2001 .

[94]  Dennis W. Krumwiede,et al.  The relationship of logistics to supply chain management: developing a common industry definition , 2001, Ind. Manag. Data Syst..

[95]  Stefano Villa,et al.  Restructuring patient flow logistics around patient care needs: implications and practicalities from three critical cases , 2009, Health care management science.

[96]  Stéphane Dauzère-Pérès,et al.  A literature review on the impact of RFID technologies on supply chain management , 2010 .

[97]  S. Moschuris,et al.  Outsourcing in public hospitals: a Greek perspective. , 2006, Journal of health organization and management.