CC BY-NC-ND 4.0 · Appl Clin Inform 2023; 14(05): 892-902
DOI: 10.1055/a-2165-5861
Research Article

The Intensive Care Unit Bundle Board: A Novel Real-Time Data Visualization Tool to Improve Maintenance Care for Invasive Catheters

Claire Leilani Davis
1   Division of Pulmonary and Critical Care Medicine, Department of Medicine, University of Virginia Health System, Charlottesville, Virginia, United States
,
Margot Bjoring
2   Department of Quality and Performance Improvement, University of Virginia Health System, Charlottesville, Virginia, United States
,
Jordyn Hursh
3   Department of Nursing, University of Virginia Health System, Charlottesville, Virginia, United States
,
Samuel Smith
3   Department of Nursing, University of Virginia Health System, Charlottesville, Virginia, United States
,
Cheri Blevins
3   Department of Nursing, University of Virginia Health System, Charlottesville, Virginia, United States
,
Kris Blackstone
3   Department of Nursing, University of Virginia Health System, Charlottesville, Virginia, United States
,
Evie Nicholson
2   Department of Quality and Performance Improvement, University of Virginia Health System, Charlottesville, Virginia, United States
,
Tracey Hoke
2   Department of Quality and Performance Improvement, University of Virginia Health System, Charlottesville, Virginia, United States
,
Jonathan Michel
2   Department of Quality and Performance Improvement, University of Virginia Health System, Charlottesville, Virginia, United States
,
Imre Noth
1   Division of Pulmonary and Critical Care Medicine, Department of Medicine, University of Virginia Health System, Charlottesville, Virginia, United States
,
Andrew Barros
1   Division of Pulmonary and Critical Care Medicine, Department of Medicine, University of Virginia Health System, Charlottesville, Virginia, United States
,
Kyle Enfield
1   Division of Pulmonary and Critical Care Medicine, Department of Medicine, University of Virginia Health System, Charlottesville, Virginia, United States
› Author Affiliations
Funding The study was funded by National Center for Advancing Translational Sciences of the National Institutes of Health awards (award nos.: KL2TR003016 and UL1TR003015).

Abstract

Background Critically ill patients are at greater risk of healthcare-associated infections (HAIs). The use of maintenance bundles helps to reduce this risk but also generates a rapid accumulation of complex data that is difficult to aggregate and subsequently act upon.

Objectives We hypothesized that a digital display summarizing nursing documentation of invasive catheters (including central venous access devices, arterial catheters, and urinary catheters) would improve invasive device maintenance care and documentation. Our secondary objectives were to see if this summary would reduce the duration of problematic conditions, that is, characteristics associated with increased risk of infection.

Methods We developed and implemented a data visualization tool called the “Bundle Board” to display nursing observations on invasive devices. The intervention was studied in a 28-bed medical intensive care unit (MICU). The Bundle Board was piloted for 6 weeks in June 2022 and followed by a comparison phase, where one MICU had Bundle Board access and another MICU at the same center did not. We retrospectively applied tile color coding logic to prior nursing documentation from 2021 until the pilot phase to facilitate comparison pre- and post-Bundle Board release.

Results After adjusting for time, other quality improvement efforts, and nursing shift, multiple linear regression demonstrated a statistically significant improvement in the completion of catheter care and documentation during the pilot phase (p < 0.0001) and comparison phase (p = 0.002). The median duration of documented problematic conditions was significantly reduced during the pilot phase (p < 0.0001) and in the MICU with the Bundle Board (comparison phase, p = 0.027).

Conclusion We successfully developed a data visualization tool that changed ICU provider behavior, resulting in increased completion and documentation of maintenance care and reduced duration of problematic conditions for invasive catheters in MICU patients.

Protection of Human and Animal Subjects

The study was performed in compliance with the World Medical Association Declaration of Helsinki on Ethical Principles for Medical Research Involving Human Subjects and was approved by the Institutional Review Board for Health Sciences Research (HSR #18887).


Supplementary Material



Publication History

Received: 26 May 2023

Accepted: 14 August 2023

Accepted Manuscript online:
04 September 2023

Article published online:
15 November 2023

© 2023. The Author(s). This is an open access article published by Thieme under the terms of the Creative Commons Attribution-NonDerivative-NonCommercial License, permitting copying and reproduction so long as the original work is given appropriate credit. Contents may not be used for commercial purposes, or adapted, remixed, transformed or built upon. (https://creativecommons.org/licenses/by-nc-nd/4.0/)

Georg Thieme Verlag KG
Rüdigerstraße 14, 70469 Stuttgart, Germany

 
  • References

  • 1 Detsky ME, Harhay MO, Bayard DF. et al. Six-month morbidity and mortality among intensive care unit patients receiving life-sustaining therapy. A prospective cohort study. Ann Am Thorac Soc 2017; 14 (10) 1562-1570
  • 2 Sanchez-Pinto LN, Luo Y, Churpek MM. Big Data and data science in critical care. Chest 2018; 154 (05) 1239-1248
  • 3 Patel PR, Weiner-Lastinger LM, Dudeck MA. et al. Impact of COVID-19 pandemic on central-line-associated bloodstream infections during the early months of 2020, National Healthcare Safety Network. Infect Control Hosp Epidemiol 2022; 43 (06) 790-793
  • 4 Deutschman CS, Ahrens T, Cairns CB, Sessler CN, Parsons PE. Critical Care Societies Collaborative/USCIITG Task Force on Critical Care Research. Multisociety task force for critical care research: key issues and recommendations. Am J Crit Care 2012; 21 (01) 15-23
  • 5 Pastores SM, Kvetan V, Coopersmith CM. et al; Academic Leaders in Critical Care Medicine (ALCCM) Task Force of the Society of the Critical Care Medicine. Workforce, workload, and burnout among intensivists and advanced practice providers: a narrative review. Crit Care Med 2019; 47 (04) 550-557
  • 6 Buerhaus PI. Current nursing shortages could have long-lasting consequences: time to change our present course. Nurs Econ 2021;39(05):
  • 7 Bourgault AM. The nursing shortage and work expectations are in critical condition: is anyone listening?. Crit Care Nurse 2022; 42 (02) 8-11
  • 8 Maves RC, Downar J, Dichter JR. et al; ACCP Task Force for Mass Critical Care. Triage of scarce critical care resources in COVID-19 an implementation guide for regional allocation: an expert panel report of the task force for mass critical care and the American College of Chest Physicians. Chest 2020; 158 (01) 212-225
  • 9 Fakih MG, Bufalino A, Sturm L. et al. Coronavirus disease 2019 (COVID-19) pandemic, central-line-associated bloodstream infection (CLABSI), and catheter-associated urinary tract infection (CAUTI): the urgent need to refocus on hardwiring prevention efforts. Infect Control Hosp Epidemiol 2022; 43 (01) 26-31
  • 10 Liu K, Nakamura K, Katsukawa H. et al. Implementation of the ABCDEF Bundle for critically ill ICU patients during the COVID-19 pandemic: a multi-national 1-day point prevalence study. Front Med (Lausanne) 2021; 8: 735860
  • 11 Weiner-Lastinger LM, Pattabiraman V, Konnor RY. et al. The impact of coronavirus disease 2019 (COVID-19) on healthcare-associated infections in 2020: a summary of data reported to the National Healthcare Safety Network. Infect Control Hosp Epidemiol 2022; 43 (01) 12-25
  • 12 Sinsky CA, Panzer J. The solution shop and the production line—the case for a frameshift for physician practices. N Engl J Med 2022; 386 (26) 2452-2453
  • 13 Wright MC, Borbolla D, Waller RG. et al. Critical care information display approaches and design frameworks: a systematic review and meta-analysis. J Biomed Inform 2019; 100S: 100041
  • 14 Wright MC, Dunbar S, Macpherson BC. et al. Toward designing information display to support critical care. A qualitative contextual evaluation and visioning effort. Appl Clin Inform 2016; 7 (04) 912-929
  • 15 Hales B, Terblanche M, Fowler R, Sibbald W. Development of medical checklists for improved quality of patient care. Int J Qual Health Care 2008; 20 (01) 22-30
  • 16 What Is a Bundle? | IHI - Institute for Healthcare Improvement. Accessed February 13, 2023 at: https://www.ihi.org:443/resources/Pages/ImprovementStories/WhatIsaBundle.aspx
  • 17 Ely EW. The ABCDEF Bundle: science and philosophy of how ICU liberation serves patients and families. Crit Care Med 2017; 45 (02) 321-330
  • 18 Pronovost P, Needham D, Berenholtz S. et al. An intervention to decrease catheter-related bloodstream infections in the ICU. N Engl J Med 2006; 355 (26) 2725-2732
  • 19 Shadle HN, Sabol V, Smith A, Stafford H, Thompson JA, Bowers M. A bundle-based approach to prevent catheter-associated urinary tract infections in the intensive care unit. Crit Care Nurse 2021; 41 (02) 62-71
  • 20 Balas MC, Pun BT, Pasero C. et al. Common challenges to effective ABCDEF Bundle implementation: the ICU liberation campaign experience. Crit Care Nurse 2019; 39 (01) 46-60
  • 21 Burke C, Jakub K, Kellar I. Adherence to the central line bundle in intensive care: an integrative review. Am J Infect Control 2021; 49 (07) 937-956
  • 22 Stollings JL, Devlin JW, Pun BT. et al. Implementing the ABCDEF Bundle: top 8 questions asked during the ICU liberation ABCDEF bundle improvement collaborative. Crit Care Nurse 2019; 39 (01) 36-45
  • 23 Clay-Williams R, Colligan L. Back to basics: checklists in aviation and healthcare. BMJ Qual Saf 2015; 24 (07) 428-431
  • 24 Anthes E. Hospital checklists are meant to save lives—so why do they often fail?. Nature 2015; 523 (7562) 516-518
  • 25 Hallam BD, Kuza CC, Rak K. et al. Perceptions of rounding checklists in the intensive care unit: a qualitative study. BMJ Qual Saf 2018; 27 (10) 836-843
  • 26 Kulp L, Sarcevic A, Cheng M, Zheng Y, Burd RS. Comparing the effects of paper and digital checklists on team performance in time-critical work. Proc SIGCHI Conf Hum Factor Comput Syst 2019; 2019: 547
  • 27 Khairat S, Coleman C, Newlin T. et al. A mixed-methods evaluation framework for electronic health records usability studies. J Biomed Inform 2019; 94: 103175
  • 28 Tufte E. The Visual Display of Quantitative Information. 2nd ed.. Graphics Press LLC; 1997
  • 29 Sibinga E, Waldron E. Cognitive load as a guide: 12 spectrums to improve your data visualizations, nightingale. nightingale. Published September 30, 2021. Accessed February 6, 2023 at: https://nightingaledvs.com/cognitive-load-as-a-guide-12-spectrums-to-improve-your-data-visualizations/
  • 30 Franconeri SL, Padilla LM, Shah P, Zacks JM, Hullman J. The science of visual data communication: what works. Psychol Sci Public Interest 2021; 22 (03) 110-161
  • 31 Geva A, Albert BD, Hamilton S. et al. eSIMPLER: a dynamic, electronic health record-integrated checklist for clinical decision support during PICU daily rounds. Pediatr Crit Care Med 2021; 22 (10) 898-905
  • 32 Lai CH, Li KW, Hu FW. et al. Integration of an intensive care unit visualization dashboard (i-Dashboard) as a platform to facilitate multidisciplinary rounds: cluster-randomized controlled trial. J Med Internet Res 2022; 24 (05) e35981
  • 33 Salinas JL, Kritzman J, Kobayashi T, Edmond MB, Ince D, Diekema DJ. A primer on data visualization in infection prevention and antimicrobial stewardship. Infect Control Hosp Epidemiol 2020; 41 (08) 948-957
  • 34 Waller RG, Wright MC, Segall N. et al. Novel displays of patient information in critical care settings: a systematic review. J Am Med Inform Assoc 2019; 26 (05) 479-489
  • 35 Vincent JL, Moreno R, Takala J. et al. The SOFA (Sepsis-related Organ Failure Assessment) score to describe organ dysfunction/failure. On behalf of the Working Group on Sepsis-Related Problems of the European Society of Intensive Care Medicine. Intensive Care Med 1996; 22 (07) 707-710
  • 36 Lenth R. emmeans: Estimated Marginal Means, aka Least-Squares Means. Accessed September 11, 2023 at: https://CRAN.R-project.org/package=emmeans
  • 37 Ahn M, Choi M, Kim Y. Factors associated with the timeliness of electronic nursing documentation. Healthc Inform Res 2016; 22 (04) 270-276
  • 38 Chemparathy A, Seneviratne MG, Ward A. et al. Development and implementation of a real-time bundle-adherence dashboard for central line-associated bloodstream infections. Pediatr Qual Saf 2021; 6 (04) e431
  • 39 Pageler NM, Longhurst CA, Wood M. et al. Use of electronic medical record-enhanced checklist and electronic dashboard to decrease CLABSIs. Pediatrics 2014; 133 (03) e738-e746
  • 40 Jennings BM, Baernholdt M, Hopkinson SG. Exploring the turbulent nature of nurses' workflow. Nurs Outlook 2022; 70 (03) 440-450
  • 41 Staggers N, Elias BL, Makar E, Alexander GL. The imperative of solving nurses' usability problems with health information technology. J Nurs Adm 2018; 48 (04) 191-196
  • 42 Boyle DK, Baernholdt M, Adams JM. et al. Improve nurses' well-being and joy in work: implement true interprofessional teams and address electronic health record usability issues. Nurs Outlook 2019; 67 (06) 791-797
  • 43 Kind AJH, Buckingham WR. Making neighborhood-disadvantage metrics accessible—the neighborhood atlas. N Engl J Med 2018; 378 (26) 2456-2458
  • 44 2019 Area Deprivation Index v3.1. University of Wisconsin School of Medicine and Public Health; 2021. . Accessed September 11, 2023 at: https://www.neighborhoodatlas.medicine.wisc.edu/