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Gould D, Hawker C, Drey N, Purssell E. Should automated electronic hand-hygiene monitoring systems be implemented in routine patient care? Systematic review and appraisal with Medical Research Council Framework for Complex Interventions. J Hosp Infect 2024; 147:180-187. [PMID: 38554805 DOI: 10.1016/j.jhin.2024.03.012] [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] [Received: 01/23/2024] [Revised: 03/11/2024] [Accepted: 03/18/2024] [Indexed: 04/02/2024]
Abstract
Manual hand-hygiene audit is time-consuming, labour-intensive and inaccurate. Automated hand-hygiene monitoring systems (AHHMSs) offer advantages (generation of standardized data, avoidance of the Hawthorne effect). World Health Organization Guidelines for Hand Hygiene published in 2009 suggest that AHHMSs are a possible alternative. The objective of this review was to assess the current state of the literature for AHHMSs and offer recommendations for use in real-world settings. This was a systematic literature review, and publications included were from the time that PubMed commenced until 19th November 2023. Forty-three publications met the criteria. Using the Medical Research Council's Framework for Developing and Evaluating Complex Interventions, two were categorized as intervention development studies. Thirty-nine were evaluations. Two described implementation in real-world settings. Most were small scale and short duration. AHHMSs in conjunction with additional intervention (visual or auditory cue, performance feedback) could increase hand hygiene compliance in the short term. Impact on infection rates was difficult to determine. In the few publications where costs and resources were considered, time devoted to improving hand hygiene compliance increased when an AHHMS was in use. Health workers' opinions about AHHMSs were mixed. In conclusion, at present too little is known about the longer-term advantages of AHHMSs to recommend uptake in routine patient care. Until more longer-term accounts of implementation (over 12 months) become available, efforts should be made to improve direct observation of hand hygiene compliance to improve its accuracy and credibility. The Medical Research Council Framework could be used to categorize other complex interventions involving use of technology to prevent infection to help establish readiness for implementation.
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Affiliation(s)
- D Gould
- Independent Consultant, London, UK
| | - C Hawker
- School of Healthcare Sciences, Cardiff University, Cardiff, UK
| | - N Drey
- School of Health & Psychological Sciences, Department of Nursing, City University, London, UK
| | - E Purssell
- Faculty of Health, Medicine and Social Care, School of Nursing and Midwifery, Anglia Ruskin University, Chelmsford, UK.
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Granqvist K, Ahlstrom L, Karlsson J, Lytsy B, Erichsen A. Central aspects when implementing an electronic monitoring system for assessing hand hygiene in clinical settings: A grounded theory study. J Infect Prev 2024; 25:51-58. [PMID: 38584715 PMCID: PMC10998548 DOI: 10.1177/17571774241230678] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/14/2022] [Accepted: 01/21/2024] [Indexed: 04/09/2024] Open
Abstract
Background New technologies, such as electronic monitoring systems, have been developed to promote increased adherence to hand hygiene among healthcare workers. However, challenges when implementing these technologies in clinical settings have been identified. Aim The aim of this study was to explore healthcare workers' experiences when implementing an electronic monitoring system to assess hand hygiene in a clinical setting. Method Interviews with healthcare workers (registered nurses, nurse assistants and leaders) involved in the implementation process of an electronic monitoring system (n = 17) were conducted and data were analyzed according to the grounded theory methodology formulated by Strauss and Corbin. Results Healthcare workers' experiences were expressed in terms of leading and facilitating, participating and contributing, and knowing and confirming. These three aspects were merged together to form the core category of collaborating for progress. Leaders were positive and committed to the implementation of the electronic monitoring system, endeavouring to enable facilitation and support for their co-workers (registered nurses and nurse assistants). At the same time, co-workers were positive about the support they received and contributed by raising questions and demands for the product to be used in clinical settings. Moreover, leaders and co-workers were aware of the objective of implementing the electronic monitoring system. Conclusion We identified dynamic collective work between leaders and co-workers during the implementation of the electronic monitoring system. Leadership, participation and knowledge were central aspects of enhancing a collaborative process. We strongly recommend involving both ward leaders and users of new technologies to promote successful implementation.
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Affiliation(s)
- Karin Granqvist
- Department of Anaesthesia, Surgery and Intensive Care, Sahlgrenska University Hospital, Gothenburg, Sweden
- The Sahlgrenska Academy, Institute of Health and Care Sciences, University of Gothenburg, Gothenburg, Sweden
| | - Linda Ahlstrom
- The Sahlgrenska Academy, Institute of Health and Care Sciences, University of Gothenburg, Gothenburg, Sweden
- Department of Orthopaedics, Sahlgrenska University Hospital, Region Västra Götaland, Gothenburg, Sweden
| | - Jon Karlsson
- Department of Orthopaedics, Sahlgrenska University Hospital, Region Västra Götaland, Gothenburg, Sweden
- Department of Orthopaedics, Institute of Clinical Sciences, Sahlgrenska Academy, University of Gothenburg, Gothenburg, Sweden
| | - Birgitta Lytsy
- Department of Laboratory Medicine, Division of Clinical Microbiology, Karolinska Institutet, Sweden
| | - Annette Erichsen
- The Sahlgrenska Academy, Institute of Health and Care Sciences, University of Gothenburg, Gothenburg, Sweden
- Department of Orthopaedics, Sahlgrenska University Hospital, Region Västra Götaland, Gothenburg, Sweden
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Soresi J, Murray K, Marshall T, Preen DB. Longitudinal evaluation of an electronic audit and feedback system for patient safety in a large tertiary hospital setting. Health Informatics J 2024; 30:14604582241262707. [PMID: 38871668 DOI: 10.1177/14604582241262707] [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: 06/15/2024]
Abstract
Objective: This study sought to assess the impact of a novel electronic audit and feedback (e-A&F) system on patient outcomes. Methods: The e-A&F intervention was implemented in a tertiary hospital and involved near real-time feedback via web-based dashboards. We used a segmented regression analysis of interrupted time series. We modelled the pre-post change in outcomes for the (1) announcement of this priority list, and (2) implementation of the e-A&F intervention to have affected patient outcomes. Results: Across the study period there were 222,792 episodes of inpatient care, of which 13,904 episodes were found to contain one or more HACs, a risk of 6.24%. From the point of the first intervention until the end of the study the overall risk of a HAC reduced from 8.57% to 4.12% - a 51.93% reduction. Of this reduction the proportion attributed to each of these interventions was found to be 29.99% for the announcement of the priority list and 21.93% for the implementation of the e-A&F intervention. Discussion: Our findings lend evidence to a mechanism that the announcement of a measurement framework, at a national level, can lead to local strategies, such as e-A&F, that lead to significant continued improvements over time.
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Affiliation(s)
- James Soresi
- North Metropolitan Health Service, Perth, WA, Australia
- School of Population and Global Health, University of Western Australia, Perth, WA, Australia
| | - Kevin Murray
- School of Population and Global Health, University of Western Australia, Perth, WA, Australia
| | | | - David B Preen
- School of Population and Global Health, University of Western Australia, Perth, WA, Australia
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Yang L, Li H, Ren Y, Shan J, Liu S, Wei H, Chen H. Development and evaluation of an ultra-wide bandwidth based electronic hand hygiene monitoring system. Am J Infect Control 2023; 51:313-318. [PMID: 35868459 DOI: 10.1016/j.ajic.2022.07.008] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/02/2022] [Revised: 07/01/2022] [Accepted: 07/06/2022] [Indexed: 11/01/2022]
Abstract
BACKGROUND A large variety of electronic hand hygiene monitoring systems (EHHMS) are being developed and applied in health care settings. Monitoring hand hygiene (HH) opportunity at bed-level has been the key technical challenge. Accuracy evaluation needs more attention as the prerequisite upon widespread acceptance and adoption. METHODS For the first time, we explored, debugged and upgraded an EHHMS based on ultra-wide bandwidth (UWB) which can obtain HH opportunities at bed-level. The real-time positioning and electronic fence of UWB technology was applied for EHHMS. The accuracy of EHHMS was compared with the simultaneous manual direct observations in real-world clinical setting. Sensitivity and specificity were calculated for EHHMS capturing HH action and opportunity. RESULTS Two generations of EHHMS were constructed. For the first generation, the system properly recorded 84% and 78% of the pre-identified HH actions and opportunities performed by experimenters. For the second generation, sensitivity and specificity of the system capturing HH action were 89% (84.83-92.36) and 100% (98.26-100.00), respectively. For capturing HH opportunity, the system showed the sensitivity and specificity of 86.52% (82.52-89.89) and 88.10% (84.14-91.36)), respectively. CONCLUSION The EHHMS based on UWB could accurately identify HH action and opportunity with equivalent accuracy compared with simultaneous direct observation.
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Affiliation(s)
- Lin Yang
- Department of Hospital-Acquired Infection Control, Beijing Jishuitan Hospital, The Forth Medical College of Peking University, Beijing, China
| | - Hong Li
- Department of Hospital-Acquired Infection Control, Beijing Jishuitan Hospital, The Forth Medical College of Peking University, Beijing, China
| | - Yan Ren
- Department of Hospital-Acquired Infection Control, Beijing Jishuitan Hospital, The Forth Medical College of Peking University, Beijing, China
| | - Jiao Shan
- Department of Hospital-Acquired Infection Control, Beijing Jishuitan Hospital, The Forth Medical College of Peking University, Beijing, China
| | - Shuang Liu
- Department of Hospital-Acquired Infection Control, Beijing Jishuitan Hospital, The Forth Medical College of Peking University, Beijing, China
| | - Hongxin Wei
- Department of Hospital-Acquired Infection Control, Beijing Jishuitan Hospital, The Forth Medical College of Peking University, Beijing, China
| | - Hui Chen
- Department of Hospital-Acquired Infection Control, Beijing Jishuitan Hospital, The Forth Medical College of Peking University, Beijing, China; Department of Burns and Plastic Surgery, Beijing Jishuitan Hospital, The Forth Medical College of Peking University, Beijing, China.
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Keizer J, Bente BE, Al Naiemi N, Van Gemert-Pijnen LJ, Beerlage-De Jong N. Improving the Development and Implementation of Audit and Feedback Systems to Support Health Care Workers in Limiting Antimicrobial Resistance in the Hospital: Scoping Review. J Med Internet Res 2022; 24:e33531. [PMID: 35275082 PMCID: PMC8957011 DOI: 10.2196/33531] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/24/2021] [Revised: 12/01/2021] [Accepted: 12/03/2021] [Indexed: 11/16/2022] Open
Abstract
BACKGROUND For eHealth technologies in general and audit and feedback (AF) systems specifically, integrating interdisciplinary theoretical underpinnings is essential, as it increases the likelihood of achieving desired outcomes by ensuring a fit among eHealth technology, stakeholders, and their context. In addition, reporting on the development and implementation process of AF systems, including substantiations of choices, enables the identification of best practices and accumulation of knowledge across studies but is often not elaborated on in publications. OBJECTIVE This scoping review aims to provide insights into the development and implementation strategies for AF systems for a real-world problem that threatens modern health care-antimicrobial resistance-and provide an interdisciplinary conceptual framework that can serve as a checklist and guidance for making informed choices in the development and implementation of future AF systems. METHODS A scoping review was conducted by querying PubMed, Scopus, Web of Science, IEEE Xplore Digital Library, and Embase (≥2010) for studies describing either the development or implementation process, or both, of an AF system for antimicrobial resistance or infections in hospitals. Studies reporting only on effectiveness or impact were excluded. A total of 3 independent reviewers performed the study selection, and 2 reviewers constructed the conceptual framework through the axial and selective coding of often-used theories, models, and frameworks (TMFs) from the literature on AF and eHealth development and implementation. Subsequently, the conceptual framework was used for the systematic extraction and interpretation of the studies' descriptions of AF systems and their development and implementation. RESULTS The search resulted in 2125 studies that were screened for eligibility, of which 12 (0.56%); 2012-2020) were included. These studies described the development and implementation processes heterogeneously in terms of study aims, study targets, target groups, methods, and theoretical underpinnings. Few studies have explicitly explained how choices for the development and implementation of AF systems were substantiated by the TMFs. The conceptual framework provided insights into what is reported on the development and implementation process and revealed underreported AF system constructs (eg, AF system design; engagement with the AF system; and comparison, goal setting, and action planning) and development and implementation (eg, champions) constructs. CONCLUSIONS This scoping review showed the current heterogeneous reporting of AF systems and their development and implementation processes and exemplified how interdisciplinary TMFs can (and should) be balanced in a conceptual framework to capture relevant AF systems and development and implementation constructs. Thereby, it provides a concrete checklist and overall guidance that supports the professionalization and harmonization of AF system development and implementation. For the development and implementation of future AF systems and other eHealth technologies, researchers and health care workers should be supported in selecting and integrating TMFs into their development and implementation process and encouraged to explicitly report on theoretical underpinnings and the substantiation of choices.
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Affiliation(s)
- Julia Keizer
- Centre for eHealth and Wellbeing Research, Section of Psychology, Health and Technology, University of Twente, Enschede, Netherlands
| | - Britt E Bente
- Centre for eHealth and Wellbeing Research, Section of Psychology, Health and Technology, University of Twente, Enschede, Netherlands
| | - Nashwan Al Naiemi
- Laboratorium Microbiologie Twente Achterhoek, Hengelo, Netherlands
- Department of Infection Prevention, Hospital Group Twente, Almelo/Hengelo, Netherlands
| | - Lisette Jewc Van Gemert-Pijnen
- Centre for eHealth and Wellbeing Research, Section of Psychology, Health and Technology, University of Twente, Enschede, Netherlands
| | - Nienke Beerlage-De Jong
- Section of Health Technology and Services Research, Technical Medical Centre, University of Twente, Enschede, Netherlands
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Zhang Y, Chen X, Lao Y, Qiu X, Liu K, Zhuang Y, Gong X, Wang P. Effects of the Implementation of Intelligent Technology for Hand Hygiene in Hospitals: A Systematic Review and Meta-analysis (Preprint). J Med Internet Res 2022; 25:e37249. [DOI: 10.2196/37249] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/12/2022] [Revised: 12/12/2022] [Accepted: 03/19/2023] [Indexed: 03/20/2023] Open
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Wang C, Jiang W, Yang K, Yu D, Newn J, Sarsenbayeva Z, Goncalves J, Kostakos V. Electronic Monitoring Systems for Hand Hygiene: Systematic Review of Technology. J Med Internet Res 2021; 23:e27880. [PMID: 34821565 PMCID: PMC8663600 DOI: 10.2196/27880] [Citation(s) in RCA: 14] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/11/2021] [Revised: 09/04/2021] [Accepted: 10/04/2021] [Indexed: 12/23/2022] Open
Abstract
BACKGROUND Hand hygiene is one of the most effective ways of preventing health care-associated infections and reducing their transmission. Owing to recent advances in sensing technologies, electronic hand hygiene monitoring systems have been integrated into the daily routines of health care workers to measure their hand hygiene compliance and quality. OBJECTIVE This review aims to summarize the latest technologies adopted in electronic hand hygiene monitoring systems and discuss the capabilities and limitations of these systems. METHODS A systematic search of PubMed, ACM Digital Library, and IEEE Xplore Digital Library was performed following the PRISMA (Preferred Reporting Items for Systematic Reviews and Meta-Analyses) guidelines. Studies were initially screened and assessed independently by the 2 authors, and disagreements between them were further summarized and resolved by discussion with the senior author. RESULTS In total, 1035 publications were retrieved by the search queries; of the 1035 papers, 89 (8.60%) fulfilled the eligibility criteria and were retained for review. In summary, 73 studies used electronic monitoring systems to monitor hand hygiene compliance, including application-assisted direct observation (5/73, 7%), camera-assisted observation (10/73, 14%), sensor-assisted observation (29/73, 40%), and real-time locating system (32/73, 44%). A total of 21 studies evaluated hand hygiene quality, consisting of compliance with the World Health Organization 6-step hand hygiene techniques (14/21, 67%) and surface coverage or illumination reduction of fluorescent substances (7/21, 33%). CONCLUSIONS Electronic hand hygiene monitoring systems face issues of accuracy, data integration, privacy and confidentiality, usability, associated costs, and infrastructure improvements. Moreover, this review found that standardized measurement tools to evaluate system performance are lacking; thus, future research is needed to establish standardized metrics to measure system performance differences among electronic hand hygiene monitoring systems. Furthermore, with sensing technologies and algorithms continually advancing, more research is needed on their implementation to improve system performance and address other hand hygiene-related issues.
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Affiliation(s)
- Chaofan Wang
- School of Computing and Information Systems, The University of Melbourne, Carlton, Australia
| | - Weiwei Jiang
- School of Computing and Information Systems, The University of Melbourne, Carlton, Australia
| | - Kangning Yang
- School of Computing and Information Systems, The University of Melbourne, Carlton, Australia
| | - Difeng Yu
- School of Computing and Information Systems, The University of Melbourne, Carlton, Australia
| | - Joshua Newn
- School of Computing and Information Systems, The University of Melbourne, Carlton, Australia
| | - Zhanna Sarsenbayeva
- School of Computing and Information Systems, The University of Melbourne, Carlton, Australia
| | - Jorge Goncalves
- School of Computing and Information Systems, The University of Melbourne, Carlton, Australia
| | - Vassilis Kostakos
- School of Computing and Information Systems, The University of Melbourne, Carlton, Australia
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The Effectiveness of Interventions in Improving Hand Hygiene Compliance: A Meta-Analysis and Logic Model. ACTA ACUST UNITED AC 2021; 2021:8860705. [PMID: 34336066 PMCID: PMC8313351 DOI: 10.1155/2021/8860705] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/04/2020] [Revised: 03/12/2021] [Accepted: 06/30/2021] [Indexed: 11/27/2022]
Abstract
Background Despite the availability of various guidelines, rules, and strategies, hand hygiene adherence rates among healthcare workers are reported significantly lower than expected. The aim of this meta-analysis is to determine the most effective interventions to improve hand hygiene and to develop a logic model based on the characteristics of the most effective interventions. Methods A literature search was conducted on PubMed, ProQuest, Web of Knowledge, Scopus, Cochrane Library, and ScienceDirect databases up to December 21, 2019, with no time limit. Randomized clinical trials which had designed interventions to improve hand hygiene were reviewed. Data were extracted independently by two authors. All statistical analyses were performed using Comprehensive Meta-Analysis (CMA) software (version 2.0). A random-effects model was used to estimate odds ratios. Results Although 14 studies were initially reviewed, only 12 studies entered the meta-analysis, since they had identified percentage rates of hand hygiene compliance. The most effective intervention (odds ratio 18.4, 95% CI (13.6–24.8)) was a multilevel strategy that influenced the determinants of hand hygiene behavior at individual, interpersonal, and organizational levels. Following this, a theory-driven logic model was mapped out to promote hand hygiene, based on situational analysis. Conclusion This study suggests that designing integrated interventions based on a multilevel socioecological approach has the greatest potential to improve hand hygiene compliance in healthcare workers. The logical model proposed in this study can thus provide a useful guide for designing and conducting future experimental research.
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Frequency of hand hygiene opportunities in patients on a general surgery service. Am J Infect Control 2020; 48:490-495. [PMID: 32057509 DOI: 10.1016/j.ajic.2019.12.013] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/19/2019] [Revised: 12/13/2019] [Accepted: 12/14/2019] [Indexed: 11/21/2022]
Abstract
BACKGROUND Some electronic hand hygiene (HH) monitoring systems require a benchmark of HH opportunities. To establish a benchmark, we measured rates of HH opportunities among general surgery patients at a tertiary care hospital. METHODS Trained observers recorded HH opportunities for newly admitted patients daily for up to 5 days. We used multivariable logistic regression to assess the relationship between patient variables and the HH opportunity rate. A subset of observed HH events was compared to event data from an electronic HH monitoring system. RESULTS We observed 2,404 HH opportunities over 677.4 care-hours for 23 patients (median 3.25 per hour; IQR 2.2-4.7, range 0-13). Rates of HH opportunities were significantly higher on admission day 1, for sessions starting before 9 AM, and for patients without roommates. HH was performed using alcohol-based hand rub from dispensers at the door to a patient's room more often than bedside or pocket dispensers (72.7% vs 20.8% or 5.1%). Electronic dispenser event counts did not match observed event counts. CONCLUSIONS Our results provide a benchmark HH opportunity rate for general surgery patients, and highlight the importance of validating electronic HH event counts. Further research is needed to determine which patient factors affect HH opportunity rates.
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Benudis A, Stone S, Sait AS, Mahoney I, Price LL, Moreno-Koehler A, Anketell E, Doron S. Pitfalls and Unexpected Benefits of an Electronic Hand Hygiene Monitoring System. Am J Infect Control 2019; 47:1102-1106. [PMID: 31005345 DOI: 10.1016/j.ajic.2019.03.011] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/17/2018] [Revised: 03/07/2019] [Accepted: 03/08/2019] [Indexed: 11/28/2022]
Abstract
BACKGROUND No single strategy is more effective than proper hand hygiene (HH) in reducing the spread of nosocomial infections. Unfortunately, health care worker compliance with HH is imperfect. We sought to improve HH compliance using an electronic hand hygiene monitoring system (EHHMS) in 2 units to collect unbiased data and provide feedback. METHODS In this prospective, quasi-experimental study, the Hyginex EHHMS was installed in 2 units at Tufts Medical Center. Ninety-one bracelets were assigned, and electronic data were collected over 8 months. Human observations continued. We compared HH compliance as measured by human observation before, during, and after EHHMS implementation. Pre- and post-implementation surveys were distributed to staff. RESULTS The number of electronically captured HH compliance observations was small due to infrequent bracelet use after month 2 of the intervention. HH compliance, as determined by human observation, increased by an average of 1.3 percentage points per month (P = .0005). Survey responses revealed negative attitudes about the EHHMS before and after its implementation. CONCLUSIONS Despite poor EHHMS participation and negative attitudes toward its implementation, HH compliance, as measured by human observation, significantly improved. Hospitals considering implementing an EHHMS should look to refine the intervention to encourage health care worker participation.
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Affiliation(s)
- Abigail Benudis
- Division of Geographic Medicine and Infectious Diseases, Tufts Medical Center, Boston, MA
| | - Samuel Stone
- Division of Geographic Medicine and Infectious Diseases, Tufts Medical Center, Boston, MA
| | - Afrah S Sait
- Division of Geographic Medicine and Infectious Diseases, Tufts Medical Center, Boston, MA; King Fahad Specialist Hospital, Dammam, Saudi Arabia
| | - Ian Mahoney
- Division of Geographic Medicine and Infectious Diseases, Tufts Medical Center, Boston, MA
| | - Lori Lyn Price
- Tufts Clinical and Translational Science Institute, Tufts University, Boston, MA
| | | | - Eric Anketell
- Patient Care Services, Tufts Medical Center, Boston, MA
| | - Shira Doron
- Division of Geographic Medicine and Infectious Diseases, Tufts Medical Center, Boston, MA.
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Abstract
Although substantial improvements in hand hygiene practices have occurred in recent years, many health care facilities continue to encounter challenges in achieving and maintaining high levels of hand hygiene compliance. Issues of current interest include the optimum dose of alcohol-based handrub (ABHR) that should be applied, the impact of hand size and alcohol-based handrub dry times have on efficacy, and ideal hand hygiene technique. There is a need to determine which additional promotional activities can augment improvements in hand hygiene that are achieved by implementing the multimodal improvement strategy recommended by the World Health Organization. Monitoring hand hygiene performance and providing personnel with feedback on their performance are essential elements of successful improvement programs. Further research is needed to establish the most effective methods of providing feedback. Additional studies are needed to optimize strategies for performing direct observation of hand hygiene compliance, and to determine the role of supplementing direct observations using automated monitoring systems.
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12
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Impact of an automated hand hygiene monitoring system and additional promotional activities on hand hygiene performance rates and healthcare-associated infections. Infect Control Hosp Epidemiol 2019; 40:741-747. [PMID: 31106714 DOI: 10.1017/ice.2019.77] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
OBJECTIVE Determine the impact of an automated hand hygiene monitoring system (AHHMS) plus complementary strategies on hand hygiene performance rates and healthcare-associated infections (HAIs). DESIGN Retrospective, nonrandomized, observational, quasi-experimental study. SETTING Single, 93-bed nonprofit hospital. METHODS Hand hygiene compliance rates were estimated using direct observations. An AHHMS, installed on 4 nursing units in a sequential manner, determined hand hygiene performance rates, expressed as the number of hand hygiene events performed upon entering and exiting patient rooms divided by the number of room entries and exits. Additional strategies implemented to improve hand hygiene included goal setting, hospital leadership support, feeding AHHMS data back to healthcare personnel, and use of Toyota Kata performance improvement methods. HAIs were defined using National Healthcare Safety Network criteria. RESULTS Hand hygiene compliance rates generated by direct observation were substantially higher than performance rates generated by the AHHMS. Installation of the AHHMS without supplementary activities did not yield sustained improvement in hand hygiene performance rates. Implementing several supplementary strategies resulted in a statistically significant 85% increase in hand hygiene performance rates (P < .0001). The incidence density of non-Clostridioies difficile HAIs decreased by 56% (P = .0841), while C. difficile infections increased by 60% (P = .0533) driven by 2 of the 4 study units. CONCLUSION Implementation of an AHHMS, when combined with several supplementary strategies as part of a multimodal program, resulted in significantly improved hand hygiene performance rates. Reductions in non-C. difficile HAIs occurred but were not statistically significant.
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Pong S, Holliday P, Fernie G. Effect of intermittent deployment of an electronic monitoring system on hand hygiene behaviors in healthcare workers. Am J Infect Control 2019; 47:376-380. [PMID: 30502113 DOI: 10.1016/j.ajic.2018.08.029] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/20/2018] [Revised: 08/30/2018] [Accepted: 08/31/2018] [Indexed: 11/18/2022]
Abstract
BACKGROUND Improving hand hygiene compliance among healthcare professionals is the most effective way to reduce healthcare-acquired infections. Electronic systems developed to increase hand hygiene performance show promise but might not maintain staff participation over time. In this study, we investigated an intermittent deployment strategy to overcome potentially declining participation levels. METHODS An electronic monitoring system was deployed 3times at 6-month intervals on a musculoskeletal rehabilitation nursing unit in Toronto. Each deployment lasted 4 consecutive weeks. Each wall-mounted soap and hand rub dispenser was outfitted with an activation counter to assess the impact of system deployments on overall handwashing activity. RESULTS System deployments took place in October 2016, April 2017, and October 2017. A total of 76,130 opportunities were recorded, with an aggregate hand hygiene performance of 67.43%. A total of 515,156 dispenser activations were recorded. There was a significant increase in aggregate dispenser use with every deployment and a decrease over several weeks following each withdrawal. Participation was high at the beginning of each deployment and declined during each deployment but was restored to a high level with the start of the next deployment. CONCLUSIONS Intermittent deployment of an electronic monitoring intervention counteracts potential declines in participation rates sometimes seen with continuous system use. However, adoption of this strategy requires the acceptance of lower periods of performance between each deployment.
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Affiliation(s)
- Steven Pong
- iDAPT, Toronto Rehabilitation Institute, Toronto, ON, Canada; Department of Mechanical and Industrial Engineering, University of Toronto, Toronto, ON, Canada.
| | - Pamela Holliday
- iDAPT, Toronto Rehabilitation Institute, Toronto, ON, Canada; Department of Surgery, University of Toronto, Toronto, ON, Canada
| | - Geoff Fernie
- iDAPT, Toronto Rehabilitation Institute, Toronto, ON, Canada; Department of Mechanical and Industrial Engineering, University of Toronto, Toronto, ON, Canada; Department of Surgery, University of Toronto, Toronto, ON, Canada; Institute of Biomaterials and Biomedical Engineering, University of Toronto, Toronto, ON, Canada
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McLaws ML, Kwok YLA. Hand hygiene compliance rates: Fact or fiction? Am J Infect Control 2018; 46:876-880. [PMID: 29778435 DOI: 10.1016/j.ajic.2018.03.030] [Citation(s) in RCA: 32] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/16/2018] [Revised: 03/26/2018] [Accepted: 03/26/2018] [Indexed: 12/12/2022]
Abstract
BACKGROUND The mandatory national hand hygiene program requires Australian public hospitals to use direct human auditing to establish compliance rates. To establish the magnitude of the Hawthorne effect, we compared direct human audit rates with concurrent automated surveillance rates. METHODS A large tertiary Australian teaching hospital previously trialed automated surveillance while simultaneously performing mandatory human audits for 20 minutes daily on a medical and a surgical ward. Subtracting automated surveillance rates from human audit rates provided differences in percentage points (PPs) for each of the 3 quarterly reporting periods for 2014 and 2015. RESULTS Direct human audit rates for the medical ward were inflated by an average of 55 PPs in 2014 and 64 PPs in 2015, 2.8-3.1 times higher than automated surveillance rates. The rates for the surgical ward were inflated by an average of 32 PPs in 2014 and 31 PPs in 2015, 1.6 times higher than automated surveillance rates. Over the 6 mandatory reporting quarters, human audits collected an average of 255 opportunities, whereas automation collected 578 times more data, averaging 147,308 opportunities per quarter. The magnitude of the Hawthorne effect on direct human auditing was not trivial and produced highly inflated compliance rates. CONCLUSIONS Mandatory compliance necessitates accuracy that only automated surveillance can achieve, whereas daily hand hygiene ambassadors or reminder technology could harness clinicians' ability to hyperrespond to produce habitual compliance.
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Affiliation(s)
- Mary-Louise McLaws
- Epidemiology, Healthcare Associated Infections and Infectious Diseases Control, School of Public Health and Community Medicine, UNSW Sydney, Sydney, NSW, Australia.
| | - Yen Lee Angela Kwok
- School of Public Health and Community Medicine, UNSW Australia, Sydney, NSW, Australia
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Larson EL, Murray MT, Cohen B, Simpser E, Pavia M, Jackson O, Jia H, Hutcheon RG, Mosiello L, Neu N, Saiman L. Behavioral Interventions to Reduce Infections in Pediatric Long-term Care Facilities: The Keep It Clean for Kids Trial. Behav Med 2018; 44. [PMID: 28632004 PMCID: PMC5732083 DOI: 10.1080/08964289.2017.1288607] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/19/2022]
Abstract
Children in pediatric long-term care facilities (pLTCF) represent a highly vulnerable population and infectious outbreaks occur frequently, resulting in significant morbidity, mortality, and resource use. The purpose of this quasi-experimental trial using time series analysis was to assess the impact of a 4-year theoretically based behavioral intervention on infection prevention practices and clinical outcomes in three pLTCF (288 beds) in New York metropolitan area including 720 residents, ages 1 day to 26 years with mean lengths of stay: 7.9-33.6 months. The 5-pronged behavioral intervention included explicit leadership commitment, active staff participation, work flow assessments, training staff in the World Health Organization "'five moments of hand hygiene (HH)," and electronic monitoring and feedback of HH frequency. Major outcomes were HH frequency, rates of infections, number of hospitalizations associated with infections, and outbreaks. Mean infection rates/1000 patient days ranged from 4.1-10.4 pre-intervention and 2.9-10.0 post-intervention. Mean hospitalizations/1000 patient days ranged from 2.3-9.7 before and 6.4-9.8 after intervention. Number of outbreaks/1000 patient days per study site ranged from 9-24 pre- and 9-18 post-intervention (total = 95); number of cases/outbreak ranged from 97-324 (total cases pre-intervention = 591 and post-intervention = 401). Post-intervention, statistically significant increases in HH trends occurred in one of three sites, reductions in infections in two sites, fewer hospitalizations in all sites, and significant but varied changes in the numbers of outbreaks and cases/outbreak. Modest but inconsistent improvements occurred in clinically relevant outcomes. Sustainable improvements in infection prevention in pLTCF will require culture change; increased staff involvement; explicit administrative support; and meaningful, timely behavioral feedback.
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Edmisten C, Hall C, Kernizan L, Korwek K, Preston A, Rhoades E, Shah S, Spight L, Stradi S, Wellman S, Zygadlo S. Implementing an electronic hand hygiene monitoring system: Lessons learned from community hospitals. Am J Infect Control 2017; 45:860-865. [PMID: 28526308 DOI: 10.1016/j.ajic.2017.03.033] [Citation(s) in RCA: 25] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/13/2017] [Revised: 03/21/2017] [Accepted: 03/22/2017] [Indexed: 11/19/2022]
Abstract
BACKGROUND Measuring and providing feedback about hand hygiene (HH) compliance is a complicated process. Electronic HH monitoring systems have been proposed as a possible solution; however, there is little information available about how to successfully implement and maintain these systems for maximum benefit in community hospitals. METHODS An electronic HH monitoring system was implemented in 3 community hospitals by teams at each facility with support from the system vendor. Compliance rates were measured by the electronic monitoring system. The implementation challenges, solutions, and drivers of success were monitored within each facility. RESULTS The electronic HH monitoring systems tracked on average more than 220,000 compliant HH events per facility per month, with an average monthly compliance rate >85%. The sharing of best practices between facilities was valuable in addressing challenges encountered during implementation and maintaining a high rate of use. DISCUSSION Drivers of success included a collaborative environment, leadership commitment, using data to drive improvement, consistent and constant messaging, staff empowerment, and patient involvement. CONCLUSIONS Realizing the full benefit of investments in electronic HH monitoring systems requires careful consideration of implementation strategies, planning for ongoing support and maintenance, and presenting data in a meaningful way to empower and inspire staff.
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Affiliation(s)
| | | | | | | | | | - Evan Rhoades
- Hospital Corporation of America West Florida Division, Tampa, FL
| | - Shalin Shah
- Regional Medical Center Bayonet Point, Hudson, FL
| | - Lori Spight
- Regional Medical Center Bayonet Point, Hudson, FL
| | | | | | - Scott Zygadlo
- Hospital Corporation of America West Florida Division, Tampa, FL
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The Iowa Disinfection Cleaning Project: Opportunities, Successes, and Challenges of a Structured Intervention Program in 56 Hospitals. Infect Control Hosp Epidemiol 2017; 38:960-965. [DOI: 10.1017/ice.2017.109] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/03/2023]
Abstract
OBJECTIVEA diverse group of hospitals in Iowa implemented a program to objectively evaluate and improve the thoroughness of disinfection cleaning of near-patient surfaces. Administrative benefits of, challenges of, and impediments to the program were also evaluated.METHODSWe conducted a prospective, quasi-experimental pre-/postintervention trial to improve the thoroughness of terminal room disinfection cleaning. Infection preventionists utilized an objective cleaning performance monitoring system (DAZO) to evaluate the thoroughness of disinfection cleaning (TDC) expressed as a proportion of objects confirmed to have been cleaned (numerator) to objects to be cleaned per hospital policy (denominator)×100. Data analysis, educational interventions, and objective performance feedback were modeled on previously published studies using the same monitoring tool. Programmatic analysis utilized unstructured and structured information from participants irrespective of whether they participated in the process improvement aspects to the program.RESULTSInitially, the overall TDC was 61% in 56 hospitals. Hospitals completing 1 or 2 feedback cycles improved their TDC percentages significantly (P<.0001; P<.005). Overall, 22 hospitals (39.3%) completed all 3 study phases and significantly increased their TDC percentages to a mean of 89%. Moreover, 6 hospitals maintained the program beyond the planned study period and sustained TDC percentages >90% for at least 38 months. A survey of infection preventionists found that lack of time and staff turnover were the most common reasons for terminating the study early.CONCLUSIONThe study confirmed that hospitals using this program can improve their TDC percentages significantly. Hospitals must invest resources to improve cleaning and to sustain their gains.Infect Control Hosp Epidemiol 2017;38:960–965
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Affiliation(s)
- Philip C Carling
- Department of Infectious Diseases, Carney Hospital, 2100 Dorchester Avenue, Boston, MA 02124, USA.
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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: 66] [Impact Index Per Article: 9.4] [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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Kwok YLA, Juergens CP, McLaws ML. Automated hand hygiene auditing with and without an intervention. Am J Infect Control 2016; 44:1475-1480. [PMID: 27776819 DOI: 10.1016/j.ajic.2016.08.014] [Citation(s) in RCA: 25] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/21/2016] [Revised: 08/23/2016] [Accepted: 08/23/2016] [Indexed: 11/19/2022]
Abstract
BACKGROUND Daily feedback from continuous automated auditing with a peer reminder intervention was used to improve compliance. Compliance rates from covert and overt automated auditing phases with and without intervention were compared with human mandatory audits. METHODS An automated system was installed to covertly detect hand hygiene events with each depression of the alcohol-based handrub dispenser for 5 months. The overt phase included key clinicians trained to share daily rates with clinicians, set compliance goals, and nudge each other to comply for 6 months. During a further 6 months, the intervention continued without being refreshed. Hand Hygiene Australia (HHA) human audits were performed quarterly during the intervention in accordance with the World Health Organization guidelines. Percentage point (PP) differences between compliance rates were used to determine change. RESULTS HHA rates for June 2014 were 85% and 87% on the medical and surgical wards, respectively. These rates were 55 PPs and 38 PPs higher than covert automation rates for June 2014 on the medical and surgical ward at 30% and 49%, respectively. During the intervention phase, average compliance did not change on the medical ward from their covert rate, whereas the surgical ward improved compared with the covert phase by 11 PPs to 60%. On average, compliance during the intervention without being refreshed did not change on the medical ward, whereas the average rate on the surgical ward declined by 9 PPs. CONCLUSIONS Automation provided a unique opportunity to respond to daily rates, but compliance will return to preintervention levels once active intervention ceases or human auditors leave the ward, unless clinicians are committed to change.
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Affiliation(s)
- Yen Lee Angela Kwok
- School of Public Health and Community Medicine, UNSW Medicine, UNSW Australia, Sydney, NSW, Australia
| | - Craig P Juergens
- Southwestern Sydney Clinical School, UNSW Medicine, UNSW Australia, Sydney, NSW, Australia
| | - Mary-Louise McLaws
- School of Public Health and Community Medicine, UNSW Medicine, UNSW Australia, Sydney, NSW, Australia.
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21
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Seemann TL, Nybo M. Continuous quality control of the blood sampling procedure using a structured observation scheme. Biochem Med (Zagreb) 2016; 26:337-345. [PMID: 27812302 PMCID: PMC5082213 DOI: 10.11613/bm.2016.037] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/19/2015] [Accepted: 08/08/2016] [Indexed: 11/01/2022] Open
Abstract
INTRODUCTION An observational study was conducted using a structured observation scheme to assess compliance with the local phlebotomy guideline, to identify necessary focus items, and to investigate whether adherence to the phlebotomy guideline improved. MATERIALS AND METHODS The questionnaire from the EFLM Working Group for the Preanalytical Phase was adapted to local procedures. A pilot study of three months duration was conducted. Based on this, corrective actions were implemented and a follow-up study was conducted. All phlebotomists at the Department of Clinical Biochemistry and Pharmacology were observed. Three blood collections by each phlebotomist were observed at each session conducted at the phlebotomy ward and the hospital wards, respectively. Error frequencies were calculated for the phlebotomy ward and the hospital wards and for the two study phases. RESULTS A total of 126 blood drawings by 39 phlebotomists were observed in the pilot study, while 84 blood drawings by 34 phlebotomists were observed in the follow-up study. In the pilot study, the three major error items were hand hygiene (42% error), mixing of samples (22%), and order of draw (21%). Minor significant differences were found between the two settings. After focus on the major aspects, the follow-up study showed significant improvement for all three items at both settings (P < 0.01, P < 0.01, and P = 0.01, respectively). CONCLUSION Continuous quality control of the phlebotomy procedure revealed a number of items not conducted in compliance with the local phlebotomy guideline. It supported significant improvements in the adherence to the recommended phlebotomy procedures and facilitated documentation of the phlebotomy quality.
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Affiliation(s)
- Tine Lindberg Seemann
- Department of Clinical Biochemistry and Pharmacology, Odense University Hospital, Odense, Denmark
| | - Mads Nybo
- Department of Clinical Biochemistry and Pharmacology, Odense University Hospital, Odense, Denmark
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Neo JRJ, Sagha-Zadeh R, Vielemeyer O, Franklin E. Evidence-based practices to increase hand hygiene compliance in health care facilities: An integrated review. Am J Infect Control 2016; 44:691-704. [PMID: 27240800 DOI: 10.1016/j.ajic.2015.11.034] [Citation(s) in RCA: 36] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/17/2015] [Revised: 11/28/2015] [Accepted: 11/30/2015] [Indexed: 11/30/2022]
Abstract
BACKGROUND Hand hygiene (HH) in health care facilities is a key component to reduce pathogen transmission and nosocomial infections. However, most HH interventions (HHI) have not been sustainable. AIMS This review aims to provide a comprehensive summary of recently published evidence-based HHI designed to improve HH compliance (HHC) that will enable health care providers to make informed choices when allocating limited resources to improve HHC and patient safety. METHODS The Medline electronic database (using PubMed) was used to identify relevant studies. English language articles that included hand hygiene interventions and related terms combined with health care environments or related terms were included. RESULTS Seventy-three studies that met the inclusion criteria were summarized. Interventions were categorized as improving awareness with education, facility design, and planning, unit-level protocols and procedures, hospital-wide programs, and multimodal interventions. Past successful HHIs may not be as effective when applied to other health care environments. HH education should be interactive and engaging. Electronic monitoring and reminders should be implemented in phases to ensure cost-effectiveness. To create hospitalwide programs that engage end users, policy makers should draw expertise from interdisciplinary fields. Before implementing the various components of multimodal interventions, health care practitioners should identify and examine HH difficulties unique to their organizations. CONCLUSIONS Future research should seek to achieve the following: replicate successful HHI in other health care environments, develop reliable HHC monitoring tools, understand caregiver-patient-family interactions, examine ways (eg, hospital leadership, financial support, and strategies from public health and infection prevention initiatives) to sustain HHC, and use simulated lab environments to refine study designs.
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Affiliation(s)
- Jun Rong Jeffrey Neo
- Department of Design and Environmental Analysis, Cornell University, Ithaca, NY.
| | - Rana Sagha-Zadeh
- Department of Design and Environmental Analysis, Cornell University, Ithaca, NY
| | - Ole Vielemeyer
- Division of Infectious Disease, Weill Cornell Medical College, New York, NY
| | - Ella Franklin
- National Center for Human Factors in Healthcare, MedStar Health, Washington, DC
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Conway LJ. Challenges in implementing electronic hand hygiene monitoring systems. Am J Infect Control 2016; 44:e7-e12. [PMID: 27131139 DOI: 10.1016/j.ajic.2015.11.031] [Citation(s) in RCA: 26] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/12/2015] [Revised: 11/24/2015] [Accepted: 11/25/2015] [Indexed: 12/11/2022]
Abstract
Electronic hand hygiene (HH) monitoring systems offer the exciting prospect of a more precise, less biased measure of HH performance than direct observation. However, electronic systems are challenging to implement. Selecting a system that minimizes disruption to the physical infrastructure and to clinician workflow, and that fits with the organization's culture and budget, is challenging. Getting front-line workers' buy-in and addressing concerns about the accuracy of the system and how the data will be used are also difficult challenges. Finally, ensuring information from the system reaches front-line workers and is used by them to improve HH practice is a complex challenge. We describe these challenges in detail and suggests ways to overcome them.
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Moura ML, Fenley JC, Baraldi MM, Boszczowski Í. Translational Research in Hand Hygiene Compliance. CURRENT TREATMENT OPTIONS IN INFECTIOUS DISEASES 2015. [DOI: 10.1007/s40506-015-0041-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/24/2022]
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Alper P. Letter in response to "Automated and electronically assisted hand hygiene monitoring systems: a systematic review". Am J Infect Control 2015; 43:195-6. [PMID: 25482052 DOI: 10.1016/j.ajic.2014.08.022] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/06/2014] [Accepted: 08/08/2014] [Indexed: 12/01/2022]
Affiliation(s)
- Paul Alper
- Patient Safety Strategy, DebMed USA, LLC, Charlotte, NC.
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