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Platt LS, Zeinali A. Modeling the Dynamic Outcomes of Infection Prevention Behaviors in an ICU Environment. HERD-HEALTH ENVIRONMENTS RESEARCH & DESIGN JOURNAL 2025; 18:378-396. [PMID: 39930818 DOI: 10.1177/19375867251317234] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/06/2025]
Abstract
Objective: The research opportunity addressed in this study is in understanding how socio-technical system interactions within healthcare settings can be optimized to promote patient safety, particularly in the context of infection risk analysis during critical clinician-patient interactions and throughout the care delivery. Background: Preventing the risk of pathogen spread in healthcare environments that cause Hospital Acquired Infections (HAIs) is an ongoing challenge both in the U.S. and globally. In complex inpatient care delivery settings, variability in clinical staff's infection control behaviors, such as hand hygiene compliance, can hinder achievement of optimal HAI risk prevention objectives. Method: The authors employed Agent-based Modeling (ABM) in conjunction with the Theory of Planned Behavior (TPB) as a framework for evaluating the simulated results of safety behaviors like hand hygiene compliance impact both patient and overall environmental infectivity. Results: This study demonstrates that using a computational approach to evaluate operational factors in care delivery settings can effectively forecast the impact of human behaviors like hand hygiene compliance on patient safety and environmental infectivity levels. Conclusion: This approach provides valuable insights for designing and operating healthcare environments by highlighting the importance of integrating behavioral theories and computational modeling to improve infection control practices. Application: The implications of this study healthcare designers and hospital operations professionals suggest that applying ABM to evaluate physical design interventions within the care environment that bolster clinicians' Perceived Behavioral Control and their intentions to perform safe infection risk prevention practices offers a viable method for understanding and improving the design dynamics healthcare settings.
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Affiliation(s)
- Lisa Sundahl Platt
- Department of Interior Design, University of Florida, Gainesville, FL, USA
| | - Arezoo Zeinali
- Department of Interior Design, University of Florida, Gainesville, FL, USA
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Ortiz MB, Karapetrovic S. Developing Internet of Things-related ISO 10001 Hand Hygiene Privacy Codes in healthcare. TQM JOURNAL 2022. [DOI: 10.1108/tqm-03-2022-0081] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
PurposeAugmentation of an ISO 10001 code system for healthcare worker (HW) satisfaction with ISO/IEC 27701 and ISO/IEC 29184 privacy-related subsystems is shown. Four specific codes regarding the privacy of HWs using electronic devices for hand hygiene (HH) monitoring and the related activities are presented.Design/methodology/approachHWs’ concerns involving automated hand hygiene monitoring technologies were identified through a literature review and classified. Privacy codes (PCs) that deal with such concerns were developed. ISO/IEC 27701 requirements for privacy information were mapped to the elements of these codes, labelled as “Healthcare Workers’ Hand Hygiene Privacy Codes (HW-HH-PCs)”. Both ISO/IEC 27701 and ISO/IEC 29184 guidelines for Privacy Notices and consent were linked with the activities for preparing the code resources.FindingsComponents of an ISO/IEC 27701 system, the guidance of ISO/IEC 29184 and the definitions provided in ISO/IEC 29100 can assist the preparation of HW-HH-PCs and the required resources. An ISO/IEC 29184 Privacy Notice can be used as input for developing an Informed Consent Form, which can be implemented to suit two of the four developed HW-HH-PCs.Practical implicationsHW-HH-PCs and the supporting resources, which healthcare organizations could implement to potentially increase quality assurance of an automated HH monitoring service, are illustrated.Originality/valueIntegrative augmentation of ISO 10001:2018, ISO/IEC 27701:2019 and ISO/IEC 29184:2020 within an underlying framework from ISO/IEC 20000–1:2018 for information technology service, together with the related examples of privacy-related customer satisfaction codes and the corresponding resources, is introduced.
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Lin TY, Lin CT, Chen KM, Hsu HF. Information technology on hand hygiene compliance among health care professionals: A systematic review and meta-analysis. J Nurs Manag 2021; 29:1857-1868. [PMID: 33772923 DOI: 10.1111/jonm.13316] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/08/2021] [Revised: 03/19/2021] [Accepted: 03/23/2021] [Indexed: 12/25/2022]
Abstract
AIM To determine the effectiveness of information technology interventions on hand hygiene compliance among health care professionals. BACKGROUND Performing hand hygiene is the optimal approach to prevent the transmission of health care-associated infections. However, results regarding the effectiveness of information technology interventions on hand hygiene compliance were inconsistent to date. EVALUATION A search for studies published up to May 2020 was undertaken. A meta-analysis was conducted using RevMan 5.3 software. KEY ISSUES The most commonly used information technology systems were as follows: automated training, electronic counting devices and remote monitoring, real-time hand hygiene reminders and feedback, and automated monitoring. These four types of technology systems can significantly improve hand hygiene compliance among health care professionals (odds ratio = 3.06, p < .001). CONCLUSION The four types of information technology can be effectively used to change the hand hygiene behaviour. Because the information systems can monitor personnel and conduct statistical analyses automatically, they save labour costs of human monitors, are more time efficient and eliminate accompanying human error. IMPLICATIONS FOR NURSING MANAGEMENT The use of the four types of information technology is convenient and could reduce health care-associated infections; thus, they could be widely used in the future as the key to increase hand hygiene compliance rate.
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Affiliation(s)
- Tang-Yu Lin
- Department of Nursing, Shu-Zen Junior College of Medicine and Management, Kaohsiung, Taiwan.,College of Nursing, Kaohsiung Medical University, Kaohsiung, Taiwan
| | - Chin-Ting Lin
- Department of Nursing, Shu-Zen Junior College of Medicine and Management, Kaohsiung, Taiwan
| | - Kuei-Min Chen
- College of Nursing, Kaohsiung Medical University, Kaohsiung, Taiwan.,Center for Long-term Care Research, Kaohsiung Medical University, Kaohsiung, Taiwan.,Department of Medical Research, Kaohsiung Medical University Hospital, Kaohsiung, Taiwan
| | - Hui-Fen Hsu
- Center for Long-term Care Research, Kaohsiung Medical University, Kaohsiung, Taiwan
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Mckay KJ, Shaban RZ, Ferguson P. Hand hygiene compliance monitoring: Do video-based technologies offer opportunities for the future? Infect Dis Health 2020; 25:92-100. [PMID: 31932242 DOI: 10.1016/j.idh.2019.12.002] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/01/2019] [Revised: 12/05/2019] [Accepted: 12/09/2019] [Indexed: 12/18/2022]
Abstract
Hand hygiene is universally recognised as the primary measure to reduce healthcare-associated infections. Studies have convincingly demonstrated a link between increased hand hygiene compliance and reductions in rates of healthcare-associated infections. Direct observation is considered the gold standard method for monitoring hand hygiene compliance. Despite the acknowledged benefits of this approach, recent literature has highlighted a range of issues impacting on the reliability and validity of this data collection technique. The rise of technology in healthcare provides opportunity for alternative methods that promise advantages over direct human observation. There have been no published examples of systems that are able to capture data consistent with all the WHO '5 Moments for Hand Hygiene'. In this paper we explore current human-based auditing practises for monitoring hand hygiene compliance and raise for discussion and debate video-based technologies to monitor hand hygiene compliance. We raise questions regarding hybrid approaches that incorporate both direct human observation and indirect video-based surveillance, and the possible advantages and disadvantages therein for monitoring hand hygiene compliance. We suggest that such methods have the potential to ameliorate, or minimise, the inherent biases associated with direct observation, notably the Hawthorne Effect. Future research into the utility of a hybrid approach to auditing, including the technical specifications, efficacy, cost effectiveness and acceptability of such a model is warranted.
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Affiliation(s)
- Katherine J Mckay
- Infection Prevention and Control, Eastern Health, Box Hill, Victoria, Australia; Susan Wakil School of Nursing and Midwifery & Marie Bashir Institute for Infectious Diseases and Biosecurity, Faculty of Medicine and Health, University of Sydney, NSW, Australia.
| | - Ramon Z Shaban
- Susan Wakil School of Nursing and Midwifery & Marie Bashir Institute for Infectious Diseases and Biosecurity, Faculty of Medicine and Health, University of Sydney, NSW, Australia; Nursing, Midwifery and Clinical Governance Directorate, Western Sydney Local Health District, Westmead, NSW, Australia; Westmead Hospital, Western Sydney Local Health District, Westmead, NSW, Australia.
| | - Patricia Ferguson
- School of Medicine & Marie Bashir Institute for Infectious Diseases and Biosecurity, Faculty of Medicine and Health, University of Sydney, NSW, Australia; Westmead Hospital, Western Sydney Local Health District, Westmead, NSW, Australia.
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Segal S, Harris HM, Gunawan A, Schumann R. A Simple Method for Estimating Hand Hygiene Use Among Anesthesia Personnel: Development, Validation, and Use in a Quality Improvement Project. Anesth Analg 2019; 129:1549-1556. [PMID: 31743174 DOI: 10.1213/ane.0000000000004106] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022]
Abstract
BACKGROUND Frequent hand hygiene by anesthesia personnel may be an important factor in reducing contamination of IV lines and medication access ports and may reduce hospital-acquired infections. Measurement of hand hygiene frequency at the individual clinician level by direct observation or electronic devices is cumbersome and expensive. We developed and validated a simple method for estimating hand hygiene frequency by individual anesthesia providers and utilized it in a quality improvement initiative to increase hand hygiene use. METHODS Pump-style, alcohol-based hand hygiene container weight at the anesthesia work station was measured before and after each surgical operation and converted to estimated number of accesses (pumps) per hour. Video observation was used to validate the estimated hand hygiene use. A quality improvement initiative utilized periodic measurement of hand hygiene frequency via the validated method, and incorporated individual provider feedback, email reminders, monthly departmental performance reports, and reminders in the electronic anesthesia record. Segmented linear regression was used to evaluate the effect of the intervention on hand hygiene use. RESULTS Delivered product per pump was consistent for containers at least half-full and averaged (mean ± SD) 0.92 ± 0.13 g per pump. Video observation in 26 cases showed a strong correlation between observed hand hygiene episodes and estimated hand hygiene use frequency based on weight change of the container (linear regression, R = 0.97, P < .0001). Median hand hygiene frequency was near 0 at baseline but increased progressively throughout the intervention period (segmented linear regression, overall R = 0.76, P < .0001; change of intercept or mean hand hygiene after initiation of intervention [parameter estimate ± SE] [0.970 ± 0.29], P = .0008). CONCLUSIONS A low-cost, simple method for measuring individual anesthesia clinician use of hand hygiene intraoperatively based on container weight change is feasible and sufficiently accurate to support a quality improvement initiative to increase its use.
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Affiliation(s)
- Scott Segal
- From the Department of Anesthesiology, Wake Forest School of Medicine, Winston-Salem, North Carolina
| | - Hannah M Harris
- From the Department of Anesthesiology, Wake Forest School of Medicine, Winston-Salem, North Carolina
| | - Antonius Gunawan
- From the Department of Anesthesiology, Wake Forest School of Medicine, Winston-Salem, North Carolina
| | - Roman Schumann
- Department of Anesthesiology, Tufts University School of Medicine, Boston, Massachusetts
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Meng M, Sorber M, Herzog A, Igel C, Kugler C. Technological innovations in infection control: A rapid review of the acceptance of behavior monitoring systems and their contribution to the improvement of hand hygiene. Am J Infect Control 2019; 47:439-447. [PMID: 30527285 DOI: 10.1016/j.ajic.2018.10.012] [Citation(s) in RCA: 20] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/12/2018] [Revised: 10/15/2018] [Accepted: 10/15/2018] [Indexed: 12/18/2022]
Abstract
BACKGROUND Hand hygiene is crucial for preventing nosocomial infections; however, adherence rates need further attention. Prevention of nosocomial infections through regular hand hygiene monitoring and feedback is recommended by the World Health Organization. Technology holds the potential for achieving this goal. The aim of this study was to assess the influence of technological behavior monitoring innovations on hand hygiene adherence and their acceptance by healthcare professionals. METHODS A rapid review of the literature was conducted. A literature search was performed in electronic databases (Cochrane Library, Scopus, PubMed, CINAHL, PsycINFO, PsycARTICLES, PSYNDEX) and via citation tracking in November 2017. Records were screened for eligibility. Included studies were analyzed and synthesized in a narrative, tabular way. RESULTS Overall, 2,426 studies were identified, and 12 were included. Findings indicated that behavior monitoring technology improves hand hygiene adherence, resulting in adherence increases between 6.40%-54.97%. The majority of systems provided real-time feedback. Factors influencing acceptance of technology by healthcare professionals include transparency and confidentiality, user attitude and environment, device function, and device usability. CONCLUSIONS Recognizing the importance of hand hygiene adherence, active communication between behavior monitoring technology and healthcare workers seems to mediate improvement in sustainable hand hygiene adherence behavior.
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Affiliation(s)
- Michael Meng
- Institute of Nursing Science, Faculty of Medicine, University of Freiburg, Freiburg, Germany; Department of Nursing Science, Faculty of Health, Witten/Herdecke University, Witten, Germany.
| | - Michaela Sorber
- Department of Nursing Science, Faculty of Health, Witten/Herdecke University, Witten, Germany
| | | | - Christoph Igel
- Educational Technology Lab, German Research Center for Artificial Intelligence, Berlin, Germany
| | - Christiane Kugler
- Institute of Nursing Science, Faculty of Medicine, University of Freiburg, Freiburg, Germany
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Levin PD, Razon R, Schwartz C, Avidan A, Sprung CL, Moses AE, Benenson S. Obstacles to the successful introduction of an electronic hand hygiene monitoring system, a cohort observational study. Antimicrob Resist Infect Control 2019; 8:43. [PMID: 30834111 PMCID: PMC6387532 DOI: 10.1186/s13756-019-0498-2] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/11/2018] [Accepted: 02/13/2019] [Indexed: 11/24/2022] Open
Abstract
Background Hand hygiene (HH) compliance remains low in many intensive care units (ICU). Technology has been suggested to improve HH compliance.We describe the introduction of an electronic HH surveillance and intervention system into the general ICU of a tertiary care teaching hospital, the obstacles to success and reasons for the system's ultimate failure and removal. Methods The system was based on radiofrequency transmitters in patient areas, on HH dispensers, and individual personal bracelets. The transmitters were connected to a central computer. The system was designed to detect entry and exit from patient areas and provide real time alerts of missed HH performance.A staff satisfaction questionnaire was administered followed by validation of system accuracy. Electronic data were compared to human observer data collected during defined observation periods. Results Data from 41 questionnaires revealed low satisfaction rate (21/41, 51%). Low system accuracy (31/41, 76%) and inconvenience (18/41, 44%) being the most frequent reasons.During 44 one hour observation periods the observer recorded more HH opportunities and performances than the electronic system (mean number of HH opportunities/hour 10.9 ± 7.6 vs 6.8 ± 6.9, p < 0.001, correlation r = 0.75, p < 0.001, and performances/hour 8.7 ± 3.9 vs 6.0 ± 3.1, p < 0.001, correlation r = 0.60, p < 0.001, respectively). Correlation between observer and HH electronic system was very low (correlation coefficient r = 0.03, p = 0.91). Conclusions The electronic HH system was not accepted by ICU staff principally due to inaccuracy and inconvenience. Inaccuracies were verified by direct observations. In order for an electronic HH system to succeed we suggest it must be highly accurate and comfortable to use.
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Affiliation(s)
- Phillip D. Levin
- Department of Anesthesiology, Hadassah-Hebrew University Medical Center, Jerusalem, Israel
| | - Reut Razon
- Hadassah-Hebrew University Medical Center, Jerusalem, Israel
| | - Carmela Schwartz
- Unit for infection Prevention and Control, Department of Clinical Microbiology and Infectious Diseases, Hadassah-Hebrew University Medical Center, POB 12000, 9112001 Jerusalem, Israel
| | - Alexander Avidan
- Department of Anesthesiology, Hadassah-Hebrew University Medical Center, Jerusalem, Israel
| | - Charles L. Sprung
- Department of Anesthesiology, Hadassah-Hebrew University Medical Center, Jerusalem, Israel
| | - Allon E. Moses
- Unit for infection Prevention and Control, Department of Clinical Microbiology and Infectious Diseases, Hadassah-Hebrew University Medical Center, POB 12000, 9112001 Jerusalem, Israel
| | - Shmuel Benenson
- Unit for infection Prevention and Control, Department of Clinical Microbiology and Infectious Diseases, Hadassah-Hebrew University Medical Center, POB 12000, 9112001 Jerusalem, Israel
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Electronic monitoring in combination with direct observation as a means to significantly improve hand hygiene compliance. Am J Infect Control 2017; 45:528-535. [PMID: 28456322 DOI: 10.1016/j.ajic.2016.11.029] [Citation(s) in RCA: 69] [Impact Index Per Article: 8.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/05/2016] [Revised: 11/26/2016] [Accepted: 11/27/2016] [Indexed: 01/16/2023]
Abstract
Monitoring hand hygiene compliance among health care personnel (HCP) is an essential element of hand hygiene promotion programs. Observation by trained auditors is considered the gold standard method for establishing hand hygiene compliance rates. Advantages of observational surveys include the unique ability to establish compliance with all of the World Health Organization "My 5 Moments for Hand Hygiene" initiative Moments and to provide just-in-time coaching. Disadvantages include the resources required for observational surveys, insufficient sample sizes, and nonstandardized methods of conducting observations. Electronic and camera-based systems can monitor hand hygiene performance on all work shifts without a Hawthorne effect and provide significantly more data regarding hand hygiene performance. Disadvantages include the cost of installation, variable accuracy in estimating compliance rates, issues related to acceptance by HCP, insufficient data regarding their cost-effectiveness and influence on health care-related infection rates, and the ability of most systems to monitor only surrogates for Moments 1, 4, and 5. Increasing evidence suggests that monitoring only Moments 1, 4, and 5 provides reasonable estimates of compliance with all 5 Moments. With continued improvement of electronic monitoring systems, combining electronic monitoring with observational methods may provide the best information as part of a multimodal strategy to improve and sustain hand hygiene compliance rates among HCP.
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