Motivating Process Compliance through Individual Electronic Monitoring: An Empirical Examination of Hand Hygiene in Healthcare

The design and use of standard processes are foundational recommendations in many operations practices. Yet, given the demonstrated performance benefits of standardized processes, it is surprising that they are often not followed consistently. One way to ensure greater compliance is by electronically monitoring the activities of individuals, although such aggressive monitoring poses the risk of inducing backlash. In the setting of hand hygiene in healthcare, a context where compliance with standard processes is frequently less than 50% and where this lack of compliance can result in negative consequences, we investigated the effectiveness of electronic monitoring. We did so using a unique, radio frequency identification (RFID)-based system deployed in 71 hospital units. We found that electronically monitoring individual compliance resulted in a large, positive increase in compliance. We also found that there was substantial variability in the effect across units and that units with higher levels of preact...

[1]  E. Deci,et al.  Overview of self-determination theory: An organismic-dialectical perspective. , 2002 .

[2]  Charles J. Corbett,et al.  The Financial Impact of ISO 9000 Certification in the United States: An Empirical Analysis , 2005, Manag. Sci..

[3]  David I. Levine,et al.  Quality Management and Job Quality: How the ISO 9001 Standard for Quality Management Systems Affects Employees and Employers , 2008, Manag. Sci..

[4]  S. M. Arnsten Intrinsic motivation. , 1990, The American journal of occupational therapy : official publication of the American Occupational Therapy Association.

[5]  Christopher S. Tang,et al.  Linking Process Quality and Resource Usage: An Empirical Analysis , 2014 .

[6]  G. Baker,et al.  Contractibility and Asset Ownership: On-Board Computers and Governance in U.S. Trucking , 2000 .

[7]  Susan D. Moffatt-Bruce,et al.  The Impact of Combining Conformance and Experiential Quality on Hospitals’ Readmissions and Cost Performance , 2014, Manag. Sci..

[8]  Rachna Shah,et al.  Explaining Anomalous High Performance in a Health Care Supply Chain , 2008, Decis. Sci..

[9]  Jia Li,et al.  Compensation and Peer Effects in Competing Sales Teams , 2013, Manag. Sci..

[10]  W. Bodmer Principles of Scientific Management , 1993, FASEB journal : official publication of the Federation of American Societies for Experimental Biology.

[11]  Randy Hodson,et al.  Against the Rules: Synthesizing Types and Processes of Bureaucratic Rule-Breaking , 2013 .

[12]  W. Ouchi A Conceptual Framework for the Design of Organizational Control Mechanisms , 1979 .

[13]  David R. Vinson,et al.  Public Relative Performance Feedback in Complex Service Systems: Improving Productivity Through the Adoption of Best Practices , 2015 .

[14]  E. Duflo,et al.  How Much Should We Trust Differences-in-Differences Estimates? , 2001 .

[15]  David Autor Outsourcing at Will: The Contribution of Unjust Dismissal Doctrine to the Growth of Employment Outsourcing , 2001, Journal of Labor Economics.

[16]  V. Muggeo Estimating regression models with unknown break‐points , 2003, Statistics in medicine.

[17]  J. Tirole,et al.  Intrinsic and Extrinsic Motivation , 2003 .

[18]  R. F. Thompson,et al.  Habituation: a model phenomenon for the study of neuronal substrates of behavior. , 1966, Psychological review.

[19]  E. Duflo,et al.  How Much Should We Trust Differences-in-Differences Estimates? , 2001 .

[20]  Lamar Pierce,et al.  Cleaning House: The Impact of Information Technology Monitoring on Employee Theft and Productivity , 2014, Manag. Sci..

[21]  E. Mayo The Human Problems of an Industrial Civilization , 1934, Nature.

[22]  G OuchiWilliam A Conceptual Framework for the Design of Organizational Control Mechanisms , 1979 .

[23]  Didier Pittet,et al.  Guideline for Hand Hygiene in Health-Care Settings Recommendations of the Healthcare Infection Control Practices Advisory Committee and the HICPAC / SHEA / APIC / IDSA Hand Hygiene Task Force , 2002 .

[24]  D. Hofmann,et al.  Safety at work: a meta-analytic investigation of the link between job demands, job resources, burnout, engagement, and safety outcomes. , 2011, The Journal of applied psychology.

[25]  Noah J. Goldstein,et al.  A Room with a Viewpoint: Using Social Norms to Motivate Environmental Conservation in Hotels , 2008 .

[26]  G. Stoney Alder,et al.  Electronic Performance Monitoring , 1997 .

[27]  Eth,et al.  Monitoring , Motivation , and Management : The Determinants of Opportunistic Behavior in a Field Experiment , 2008 .

[28]  Katherine L. Milkman,et al.  The Impact of Time at Work and Time Off from Work on Rule Compliance: The Case of Hand Hygiene in Healthcare , 2014, The Journal of applied psychology.

[29]  Thomas N. Hubbard,et al.  Contractibility and Asset Ownership: On-Board Computers and Governance in U.S. Trucking , 2000 .

[30]  E. Moretti,et al.  Peers at Work , 2006, SSRN Electronic Journal.

[31]  G. Charness,et al.  Incentives to Exercise , 2008 .

[32]  D. Armellino,et al.  A Randomized Trial of the Efficacy of Hand Disinfection for Prevention of Rhinovirus Infection , 2012, Clinical infectious diseases : an official publication of the Infectious Diseases Society of America.

[33]  Bradley R. Staats,et al.  Lean principles, learning, and knowledge work: Evidence from a software services provider , 2011 .

[34]  Gary P. Pisano,et al.  Toward a Theory of Behavioral Operations , 2008, Manuf. Serv. Oper. Manag..

[35]  David T. Neal,et al.  A new look at habits and the habit-goal interface. , 2007, Psychological review.

[36]  Mayuram S. Krishnan,et al.  Effects of Process Maturity on Quality, Cycle Time, and Effort in Software Product Development , 2000 .

[37]  J. R. Aiello,et al.  Electronic performance monitoring and social context: impact on productivity and stress. , 1995, The Journal of applied psychology.

[38]  Peter Fishman,et al.  The Impact of Personal Experience on Behavior: Evidence from Video-Rental Fines , 2012, Manag. Sci..

[39]  Jocelyn A. Srigley,et al.  Hand hygiene monitoring technology: a systematic review of efficacy. , 2015, The Journal of hospital infection.

[40]  D. Campbell,et al.  Unobtrusive Measures: Nonreactive Research in the Social Sciences , 1966 .

[41]  Vyacheslav P. Tuzlukov,et al.  Signal detection theory , 2001 .

[42]  Martin A. Nowak,et al.  Powering up with indirect reciprocity in a large-scale field experiment , 2013, Proceedings of the National Academy of Sciences.

[43]  John G. Bartlett GUIDELINE FOR HAND HYGIENE IN HEALTH-CARE SETTINGS , 2004, Journal of the American College of Surgeons.

[44]  Todd Rogers,et al.  Changing Behavior Beyond the Here and Now , 2014 .

[45]  Bradley R. Staats,et al.  Team familiarity, role experience, and performance: evidence from indian software services , 2008, IEEE Engineering Management Review.

[46]  Roger E. Bohn,et al.  From Art to Science in Manufacturing: The Evolution of Technological Knowledge , 2005, Found. Trends Technol. Inf. Oper. Manag..

[47]  Serguei Netessine,et al.  When Does the Devil Make Work? An Empirical Study of the Impact of Workload on Worker Productivity , 2014, Manag. Sci..

[48]  Katherine L. Milkman,et al.  Holding the Hunger Games Hostage at the Gym: an Evaluation of Temptation Bundling , 2013, Manag. Sci..

[49]  Ethan Bernstein,et al.  The Transparency Paradox , 2012 .

[50]  Ananth Raman,et al.  Inventory Record Inaccuracy: An Empirical Analysis , 2008, Manag. Sci..

[51]  Christopher W. Larimer,et al.  Social Pressure and Voter Turnout: Evidence from a Large-Scale Field Experiment , 2008, American Political Science Review.

[52]  Philip M Polgreen,et al.  Automated and electronically assisted hand hygiene monitoring systems: a systematic review. , 2014, American journal of infection control.

[53]  Chia-Jung Tsay,et al.  Cooks Make Tastier Food When They Can See Their Customers , 2014 .

[54]  Carl A. Kallgren,et al.  A focus theory of normative conduct: Recycling the concept of norms to reduce littering in public places. , 1990 .

[55]  Phillip J. Finley,et al.  Hospital hand hygiene compliance improves with increased monitoring and immediate feedback. , 2012, American journal of infection control.

[56]  J. Lind,et al.  With or Without U? The Appropriate Test for a U-Shaped Relationship , 2007 .

[57]  H. Allcott,et al.  The Short-Run and Long-Run Effects of Behavioral Interventions: Experimental Evidence from Energy Conservation , 2012 .

[58]  John M Boyce,et al.  Measuring Healthcare Worker Hand Hygiene Activity: Current Practices and Emerging Technologies , 2011, Infection Control & Hospital Epidemiology.

[59]  Bruno S. Frey,et al.  Shirking or work morale?: The impact of regulating , 1993 .

[60]  Lamar Pierce,et al.  Ethical Spillovers in Firms: Evidence from Vehicle Emissions Testing , 2008, Manag. Sci..

[61]  Michael I. Norton,et al.  The Labor Illusion: How Operational Transparency Increases Perceived Value , 2011, Manag. Sci..

[62]  P. Maurette [To err is human: building a safer health system]. , 2002, Annales francaises d'anesthesie et de reanimation.

[63]  Bradley R. Staats,et al.  Volume Flexibility in Services: The Costs and Benefits of Flexible Labor Resources , 2014, Manag. Sci..

[64]  David T. Neal,et al.  How do habits guide behavior? Perceived and actual triggers of habits in daily life , 2012 .

[65]  Chia-Jung Tsay,et al.  Creating Reciprocal Value Through Operational Transparency , 2015, Manag. Sci..

[66]  Harold F. Smiddy,et al.  Evolution of a “Science of Managing” in America , 1954 .

[67]  Larry J. Anderson,et al.  Morbidity and Mortality Weekly Report , 2002 .

[68]  Katherine J. Klein,et al.  Innovation Implementation , 2005 .

[69]  J. R. Aiello,et al.  Electronic performance monitoring and social context: impact on productivity and stress. , 1995, The Journal of applied psychology.