Collaboration, Interruptions and Changeover Times: Workflow Model and Empirical Study of Hospitalist Charting

Collaboration is important in services, but may lead to interruptions. Professionals exercise discretion on whether to preempt individual tasks to switch to collaborative tasks. Task switching can introduce setup times, often mental and unobservable, when resuming the preempted task and thus can increase workload.We analyze and quantify how collaboration, through interruptions and setup times, affects workload. We introduce an episodal workflow model that captures the interruption dynamics — each switch and the episode of work it preempts — present in settings where collaboration and multitasking is paramount. We then deploy the model in a field study of hospital medicine physicians — “hospitalists.” A hospitalist’s patient-care routine includes visiting patients and consulting with other caregivers to guide patient diagnosis and treatment.A rigorous empirical analysis is presented using a dataset assembled from direct observation of physician activity and pager-log data. We estimate that a hospitalist incurs a total setup time of 5min per patient per day, which represents a significant 20% of the workload: caring for 14 patients per day, a hospitalist spends more than one hour each day on setups. Switches causally lead to longer documentation time in general but the magnitude of the effect depends on the trigger: when the switch is triggered by the hospitalist the setup time is smaller.

[1]  D. Meyer,et al.  Executive control of cognitive processes in task switching. , 2001, Journal of experimental psychology. Human perception and performance.

[2]  Christian Terwiesch,et al.  The Impact of Work Load on Service Time and Patient Safety: An Econometric Analysis of Hospital Operations , 2009, Manag. Sci..

[3]  J. Kingman A FIRST COURSE IN STOCHASTIC PROCESSES , 1967 .

[4]  KC DiwasSingh,et al.  Does Multitasking Improve Performance? Evidence from the Emergency Department , 2014, Manuf. Serv. Oper. Manag..

[5]  J. Durbin Distribution theory for tests based on the sample distribution function , 1973 .

[6]  Kevin J O'Leary,et al.  Where did the day go?--a time-motion study of hospitalists. , 2010, Journal of hospital medicine.

[7]  Christoph H. Loch,et al.  Rush and Be Wrong or Wait and Be Late? A Model of Information in Collaborative Processes , 2005 .

[8]  Bonnie J Wakefield,et al.  Rework and workarounds in nurse medication administration process: Implications for work processes and patient safety , 2010, Health care management review.

[9]  D.,et al.  Regression Models and Life-Tables , 2022 .

[10]  V. Barnett,et al.  Applied Linear Statistical Models , 1975 .

[11]  M. Zwarenstein,et al.  Interventions to promote collaboration between nurses and doctors. , 2000, The Cochrane database of systematic reviews.

[12]  W. Dunsmuir,et al.  The impact of interruptions on clinical task completion , 2010, Quality and Safety in Health Care.

[13]  Niels Taatgen,et al.  Toward a unified theory of the multitasking continuum: from concurrent performance to task switching, interruption, and resumption , 2009, CHI.

[14]  W. Cordell,et al.  Emergency department workplace interruptions: are emergency physicians "interrupt-driven" and "multitasking"? , 2000, Academic emergency medicine : official journal of the Society for Academic Emergency Medicine.

[15]  Diane B. Wayne,et al.  Improving Teamwork: Impact of Structured Interdisciplinary Rounds on a Medical Teaching Unit , 2010, Journal of General Internal Medicine.

[16]  Kevin J O'Leary,et al.  Structured interdisciplinary rounds in a medical teaching unit: improving patient safety. , 2011, Archives of internal medicine.

[17]  Bradley R. Staats,et al.  Specialization and Variety in Repetitive Tasks: Evidence from a Japanese Bank , 2011, Manag. Sci..

[18]  L. Perlow The Time Famine: Toward a Sociology of Work Time , 1999 .

[19]  Jeffrey M. Woodbridge Econometric Analysis of Cross Section and Panel Data , 2002 .

[20]  Anita L Tucker,et al.  Front-line staff perspectives on opportunities for improving the safety and efficiency of hospital work systems. , 2008, Health services research.

[21]  Jacob Cohen,et al.  Applied multiple regression/correlation analysis for the behavioral sciences , 1979 .

[22]  John O. McClain,et al.  Overcoming the dark side of worker flexibility , 2003 .

[23]  Denise L. White,et al.  Interruption and Forgetting in Knowledge‐Intensive Service Environments , 2014 .

[24]  H. Pashler Dual-task interference in simple tasks: data and theory. , 1994, Psychological bulletin.

[25]  P. Austin,et al.  A Modification of the Elixhauser Comorbidity Measures Into a Point System for Hospital Death Using Administrative Data , 2009, Medical care.

[26]  H Eyrolle,et al.  The effects of interruptions in work activity: field and laboratory results. , 2000, Applied ergonomics.

[27]  L. McGillis Hall,et al.  Losing the Moment: Understanding Interruptions to Nurses' Work , 2010, The Journal of nursing administration.

[28]  E. Klein,et al.  The impact of interruptions on the duration of nursing interventions: a direct observation study in an academic emergency department , 2015, BMJ Quality & Safety.

[29]  E. M. Altmann,et al.  Task Interruption: Resumption Lag and the Role of Cues , 2004 .

[30]  Mélanie Lavoie-Tremblay,et al.  Characteristics of work interruptions during medication administration. , 2009, Journal of nursing scholarship : an official publication of Sigma Theta Tau International Honor Society of Nursing.

[31]  Robert L. Bray,et al.  Multitasking, Multiarmed Bandits, and the Italian Judiciary , 2016, Manuf. Serv. Oper. Manag..

[32]  Joseph S. Valacich,et al.  The Influence of Task Interruption on Individual Decision Making: An Information Overload Perspective , 1999 .

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

[34]  K N Barker,et al.  Impact of interruptions and distractions on dispensing errors in an ambulatory care pharmacy. , 1999, American journal of health-system pharmacy : AJHP : official journal of the American Society of Health-System Pharmacists.

[35]  D. McCaffrey,et al.  Propensity score estimation with boosted regression for evaluating causal effects in observational studies. , 2004, Psychological methods.

[36]  J. Kalbfleisch,et al.  The Statistical Analysis of Failure Time Data , 1980 .

[37]  Tara Kavanaugh Medication administration. , 1990, AARN news letter.

[38]  Samuel Karlin,et al.  A First Course on Stochastic Processes , 1968 .

[39]  Gilles Reinhardt,et al.  Simple standardized patient handoff system that increases accuracy and completeness. , 2008, Journal of surgical education.

[40]  R. Reznick,et al.  Evaluation of a preoperative checklist and team briefing among surgeons, nurses, and anesthesiologists to reduce failures in communication. , 2008, Archives of surgery.

[41]  Itay Gurvich,et al.  Collaboration and Multitasking in Networks: Prioritization and Achievable Capacity , 2016, Manag. Sci..

[42]  K. Carroll,et al.  On the use and utility of the Weibull model in the analysis of survival data. , 2003, Controlled clinical trials.

[43]  D. Collet Modelling Survival Data in Medical Research , 2004 .

[44]  Elliot Bendoly,et al.  Prioritizing and Monitoring Concurrent Project Work: Effects on Switching Behavior , 2014 .

[45]  Itay Gurvich,et al.  Collaboration and Multitasking in Networks: Architectures, Bottlenecks, and Capacity , 2015, Manuf. Serv. Oper. Manag..

[46]  Johanna I. Westbrook,et al.  Validation of the Work Observation Method By Activity Timing (WOMBAT) method of conducting time-motion observations in critical care settings: an observational study , 2011, BMC Medical Informatics Decis. Mak..

[47]  L. Barnsley,et al.  Nature and impact of interruptions on clinical workflow of medical residents in the inpatient setting. , 2013, Journal of graduate medical education.

[48]  Anita L. Tucker,et al.  Operational failures and interruptions in hospital nursing. , 2006, Health services research.

[49]  Geoffrey S. Watson,et al.  Distribution Theory for Tests Based on the Sample Distribution Function , 1973 .

[50]  Laurence L. George,et al.  The Statistical Analysis of Failure Time Data , 2003, Technometrics.

[51]  Mary Czerwinski,et al.  A diary study of task switching and interruptions , 2004, CHI.

[52]  Christoph H. Loch,et al.  Communication and Uncertainty in Concurrent Engineering , 1998 .