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Articles 2251 - 2280 of 70752
Full-Text Articles in Medicine and Health Sciences
Improving Effective Completion Of Catheter Care Using A Reminder System To Minimize Incidence Of Catheter-Associated Urinary Tract Infections: A Quality Improvement Project, Morgan K. Leonard
Master's Theses and Capstones
BACKGROUND: CAUTI rates can be decreased by implementing a care cluster for RNs for CAUTI care into morning assessments and medication administration to ensure it is being done regularly with reminders through cards at the computers in patient rooms. LOCAL PROBLEM: The local problem in the microsystem were the catheter-associated urinary tract infection (CAUTI) rates at 1.199, while the national benchmark is 1.000 (Medicare, n.d.).
METHODS: Reminder cards were placed in patient rooms on the computers which are highly utilized by staY while providing patient care to serve as a reminder to complete catheter care in a high task burden …
Improving Efficiency In The Intensive Care Unit Through Reduction Of Nurse Burnout: A Quality Improvement Initiative, Johanna Grace Koroma
Improving Efficiency In The Intensive Care Unit Through Reduction Of Nurse Burnout: A Quality Improvement Initiative, Johanna Grace Koroma
Master's Theses and Capstones
Abstract
Background: Intensive care unit (ICU) nursing is prone to high levels of burnout, which poses concern for staff wellbeing, patient safety, and microsystem strain (Kerlin et al., 2020). Educational interventions may serve as a means of increasing awareness on the issue and reducing the effects of burnout, through promotion of evidence-based management strategies.
Local Problem: One ICU microsystem identified several key contributing factors to nurse burnout, including staffing shortages, limited resources, competing responsibilities within the macrosystem, and insufficient organizational support (Zhang et al., 2025). Baseline survey data of the population observed a prevalence of 50% “high” burnout profiles among …
Increasing Patient Feedback Survey Completions Through Patient-Centered Nursing Communication: A Quality Improvement Project, Lindsey E. Pawlowski
Increasing Patient Feedback Survey Completions Through Patient-Centered Nursing Communication: A Quality Improvement Project, Lindsey E. Pawlowski
Master's Theses and Capstones
Background: Patient feedback is essential to providing the best possible nursing care. Positive patient experiences can impact overall patient satisfaction, loyalty, and trust.
Local Problem: On a pediatric unit at a New England hospital, an assessment of the microsystem revealed that there was a low number of monthly patient feedback survey completions, which limited insight into patient experiences.
Aim Statement: The primary aim of this project was to increase the number of monthly National Research Corporation (NRC) surveys to ten by June 30, 2026.
Methods: This quality improvement project was guided by the Plan-Do-Study-Act (PDSA) model. The first stage of …
Increasing Nursing Perceptions On Advanced Directives Through Education To Promote Patient Centered Care, Michelle Strong
Increasing Nursing Perceptions On Advanced Directives Through Education To Promote Patient Centered Care, Michelle Strong
Master's Theses and Capstones
No abstract provided.
Improving Equipment Safety And Operational Efficiency In The Labor And Delivery Setting Using A Standardized Bedside Equipment Checklist: A Quality Improvement Project, Clara E. Lane
Master's Theses and Capstones
Background: Timely and effective neonatal resuscitation depends on the immediate availability and functionality of emergency equipment. Within labor and delivery settings, equipment failures or delays in obtaining necessary supplies and equipment can be detrimental to neonatal health outcomes. Standardized equipment verification processes have been recommended to improve equipment readiness and reduce preventable delays in care provision during neonatal emergencies.
Local Problem: Baseline observational data within the labor and delivery microsystem identified inconsistencies in equipment verification processes, resulting in variable equipment readiness across the microsystem. Staff reported variations in room preparation, safety checks, and concerns related to missing or malfunctioning equipment …
Incorporating Structured Safety Huddles To Improve Nursing Communication And Reduce Medical-Surgical Inpatient Fall Rates: A Quality Improvement Project, Alexia K. Leonard
Incorporating Structured Safety Huddles To Improve Nursing Communication And Reduce Medical-Surgical Inpatient Fall Rates: A Quality Improvement Project, Alexia K. Leonard
Master's Theses and Capstones
BACKGROUND: Patient falls are a significant concern for patient safety in the acute care setting and are typically connected to inadequate communication during shift transitions. Bedside shift report is considered the standard of care, however, barriers are still present when shifting patient care responsibilities among nursing staff. A literature review identified standardized safety huddles as an evidence-based practice to improve areas of communication, teamwork, situational awareness, and patient safety. This quality improvement (QI) project concentrated on the implementation of a standardized evening safety huddle in order to improve nursing communication and reduce patient falls on an inpatient medical-surgical/telemetry unit. METHODS: …
Improving Telemetry Alarm Fatigue By Reducing Perception Of Noise Through Education: A Quality Improvement Project, Emma Bergeron
Improving Telemetry Alarm Fatigue By Reducing Perception Of Noise Through Education: A Quality Improvement Project, Emma Bergeron
Master's Theses and Capstones
Background: The perception of excess telemetry noise has a negative impact on nursing staff workflow, emotional stress, physical stress, and alarm fatigue. This can create a distressing workplace, interrupt the ability to answer telemetry alarms in an appropriate amount of time, and further worsen alarm fatigue in nursing staff.
Local Problem: The local problem identified was the perception of telemetry noise and alarm fatigue. The purpose of this study was to assess the extent of alarm fatigue and perception of telemetry noise on the unit.
Methods: The study consisted of an assessment of the microsystem itself and the observed impact …
Improving Nurse Well-Being And Patient Safety Through A Structured Break Buddy System: A Quality Improvement Project, Elizabeth Harrington
Improving Nurse Well-Being And Patient Safety Through A Structured Break Buddy System: A Quality Improvement Project, Elizabeth Harrington
Master's Theses and Capstones
Abstract
Background: Nursing burnout has become an increasing concern due to heavy workloads, staffing shortages, and the inability of nurses to consistently take uninterrupted rest breaks during their shifts. Missed breaks contribute to fatigue, emotional exhaustion, decreased job satisfaction, and an increased risk of patient safety events. Evidence suggests that structured break interventions may improve opportunities for recovery during the workday.
Methods: A quality improvement (QI) project was conducted on a respiratory care unit at a midsized hospital in central New Hampshire using the Plan-Do-Study-Act (PDSA) framework. A microsystem assessment identified inconsistent break-taking as a significant gap. A five-question anonymous …
Introducing Education For Sensory Approaches In Mental Health-Related Emergency Department Visits: A Quality Improvement Project To Enhance Patient-Centered Care, Jesse O'Neill
Master's Theses and Capstones
Background: Barriers to specialty care access have resulted in emergency departments (ED) operating as temporary psychiatric hold facilities for their communities. Patients boarding in the ED are demonstrated to use a disproportionate percentage of facility resources with minimal benefit to the patient. The Institute for Healthcare Improvement identifies the impact of the healthcare environment on patient outcomes and suggests staff training to foster trauma-informed practice culture (Schall et al., 2020).
Local Problem: High-stress healthcare environments can escalate maladaptive patient behaviors and the use of restrictive interventions. Traditional use of restrictive interventions lacks supportive evidence and contradicts person-centered care goals (Molloy …
Implementing A Standardized Patient Report Sheet To Improve Timeliness And Efficiency Of Patient Handoff Reports: A Quality Improvement Project, Brian F. Mclaughlin
Implementing A Standardized Patient Report Sheet To Improve Timeliness And Efficiency Of Patient Handoff Reports: A Quality Improvement Project, Brian F. Mclaughlin
Master's Theses and Capstones
Abstract
Background: A successful patient handoff report is a foundational element of nursing care, it encompasses the patient's medical history, current treatment plan, patient-centered goals, and notes of consideration. Blazin et. al. (2020) identified unsuccessful patient handoff reports as the root cause of many medical errors. Improving the patient handoff report process provides opportunities for increased registered nurse job satisfaction, reduced medical errors, and increased time efficiency.
Local Problem: Anecdotal discussions with nursing staff on an adult medical-surgical unit revealed frustration with the patient handoff reporting process. Nursing staff cited interruptions, lengthy patient handoff report times, and the need to …
Reframing Sexual Assault And Intimate Partner Violence Through A Maternal And Child Health Lens: Implications For Integrated Prevention, Policy, And Practice, Daija C. Gibson
Theses and Dissertations
Sexual assault and intimate partner violence remain persistent public health concerns in the United States, with significant consequences for individual health, family stability, and population well-being. Although these forms of violence are frequently addressed through criminal justice and behavioral health frameworks, less attention has been given to their implications within maternal and child health, where relational dynamics, life course development, and intergenerational outcomes are central. This study reframed SA and IPV as core MCH issues to examine how integrated, systems-based approaches can strengthen prevention efforts. A structured literature review and systematic synthesis of peer-reviewed studies published between 2015 and 2026 …
The Importance Of Multi-Component Strategies And Healthcare Worker Compliance In Preventing Healthcare-Associated Infections: A Systematic Review, Michelle Northcut
The Importance Of Multi-Component Strategies And Healthcare Worker Compliance In Preventing Healthcare-Associated Infections: A Systematic Review, Michelle Northcut
Theses and Dissertations
Healthcare-associated infections (HAIs) remain a preventable threat to patient safety and are linked to morbidity, mortality, antimicrobial resistance, and increased healthcare costs (CDC, 2024; AHRQ, 2024). Evidence suggests that 30–70% of HAIs may be prevented through consistent application of infection prevention practices; however, implementation and adherence gaps persist (CDC, 2024). This systematic review examined the relationship between healthcare worker compliance with infection prevention practices and infection outcomes and explored how institutional and organizational factors influenced both compliance and infection outcomes.
Following PRISMA 2020 guidelines, searches were conducted in PubMed, CINAHL, ProQuest, and Google Scholar for studies published between 2015 and …
Understanding Maternal Morbidity And Mortality Rates In Georgia, Ebony Hall
Understanding Maternal Morbidity And Mortality Rates In Georgia, Ebony Hall
Theses and Dissertations
The United States continues to have a significant concern for public health regarding the maternal morbidity and mortality rates. In contrast, women of African American descent and other marginalized populations maintain a disproportionately higher rate of pregnancy-related disparities. More specifically, in Georgia, a persistent number of disparities can correlate to a lack of access to adequate prenatal care, insurance status, and many other social determinants of health that are linked to the contribution of adverse maternal health care outcomes. The purpose of this research study is to evaluate various maternal health experiences during pregnancy, while focusing on the occurrence of …
Analysis Of Risk Factors And Current Programs For Addressing Injuries In Children And Adolescents, Jahfel Nial Jones Iii
Analysis Of Risk Factors And Current Programs For Addressing Injuries In Children And Adolescents, Jahfel Nial Jones Iii
Theses and Dissertations
Unintentional injuries are a leading cause of morbidity and mortality among children and adolescents in the United States. These injuries result from various causes, including motor vehicle crashes, falls, suffocation, and poisoning. This capstone project examines the prevalence, risk factors, and prevention strategies for unintentional injuries among infants, children, and adolescents. Using a public health approach, this research explores evidence-based interventions and community-based programs that effectively reduce injury-related mortality. The project also incorporates data and insights from the Safe Kids Columbus program at Piedmont Columbus Regional, where various injury prevention initiatives have been implemented.
Findings revealed that motor vehicle crashes …
Child Maltreatment Risk Identification In Complex Caregiving Environments: A Public Health Review Of Split-Custody And Multi-Household Family Contexts, Makenzie Lee
Theses and Dissertations
Child maltreatment remains a significant public health concern with lifelong consequences for children's health, development, and well-being. As children's caregiving environments become increasingly diverse through split-custody arrangements, blended families, kinship care, and other multi-household contexts, recognizing and assessing child safety concerns may become more complex. Although these family structures are not inherently associated with maltreatment, the distribution of caregiving responsibilities and information across multiple households may complicate child maltreatment risk identification.
This capstone presents a scoping review of peer-reviewed literature examining child maltreatment risk identification within complex caregiving environments. The review synthesized evidence related to caregiving environments, caregiver relationships, child …
Exploring Parents’ Perspective Of Outdoor Occupational Therapy Sessions, Harold Ho, Michelle Huynh, Christina Le, Amy Morrison
Exploring Parents’ Perspective Of Outdoor Occupational Therapy Sessions, Harold Ho, Michelle Huynh, Christina Le, Amy Morrison
Master's Projects
Introduction: Outdoor play is recognized as critical for supporting children’s development across physical, cognitive, and social-emotional domains (Firby & Raine, 2022; Walker & Ray, 2024; Zhu et al., 2024). The current literature suggests that outdoor play strengthens executive functioning, early learning skills, and enhances social-emotional competency (Dinkel et al., 2019; Walker & Ray, 2024; Zhu et al., 2024). Furthermore, accessibility to outdoor play is shaped by contextual factors, including parental perceptions of safety, environmental barriers, and broader societal influences (Cox et al., 2025; Faulkner et al., 2025; Jelleyman et al., 2019). The research suggests that common parental concerns have emerged …
Socioeconomic Factors Affecting Pulmonary Functiontest Follow-Up Rates, Celine Agidigbo
Socioeconomic Factors Affecting Pulmonary Functiontest Follow-Up Rates, Celine Agidigbo
Williams Honors College, Honors Research Projects
Background
Chronic obstructive pulmonary disease (COPD) and asthma are associated with significant physical, mental, and social burdens that impact patients’ quality of life (Franssen et al., 2018). Pulmonary function testing (PFT) is an essential diagnostic test for identifying and managing pulmonary conditions. Missed or delayed follow-up after abnormal PFT results may derail disease management and lead to frequent hospital readmissions, thereby disease management and patient outcomes.
According to Braveman et al. (2010), socioeconomic status (SES), defined by factors such as income, education, and employment, has been widely associated with disparities in healthcare access and outcomes. This paper examines the impact …
Crashheart, Ellie Riekert, Kennady Skidmore, Madison Furino
Crashheart, Ellie Riekert, Kennady Skidmore, Madison Furino
Williams Honors College, Honors Research Projects
This project aims to develop an XR (extended reality) iPad training system to improve pediatric crash cart preparedness among nurses and clinical staff at Akron Children’s Hospital. In emergencies such as respiratory failure or shock, quick and accurate access to crash cart supplies is vital, yet opportunities for hands-on practice are limited. Current nurse training relies on PowerPoint instruction or costly physical simulations, reducing engagement and skill retention. Our interactive XR solution replicates the crash cart’s layout and contents, allowing users to practice identifying and retrieving critical items in a realistic environment without using physical supplies. The system will be …
Redrawing Anatomy: Addressing Female Genital Underrepresentation In Educational Texts, Clara E. Krohn
Redrawing Anatomy: Addressing Female Genital Underrepresentation In Educational Texts, Clara E. Krohn
Williams Honors College, Honors Research Projects
The fight for female equality in the historically male dominated medical field is an ongoing battle. This project focuses primarily on the underrepresentation of female genitalia in undergraduate academic textbooks. A dissected pelvis of a female cadaver was initially examined. Pictures were obtained with scale bars to accurately depict size of the structures included. Underrepresented structures such as the clitoris and the broad ligament were closely examined along with the reproductive system as a whole. The pictures compiled along with further research were used to design a portfolio of diagrams and a survey to be later administered. The survey was …
Age-Related Ultrastructural Differences In The Dorsal Cortex Of The Inferior Colliculus In The Fischer Brown Norway Rat, Kylee M. Tenney, Dakota Smallridge, Gillian Barach, Gurveer Singh, Erin Beskitt, Justine Busby, Syllissa Duncan, Alexa Wawrzyniak, Brenda Vega, Nick Tokar, Andrew Ohl, Jesse Young, Jeffrey Mellott
Age-Related Ultrastructural Differences In The Dorsal Cortex Of The Inferior Colliculus In The Fischer Brown Norway Rat, Kylee M. Tenney, Dakota Smallridge, Gillian Barach, Gurveer Singh, Erin Beskitt, Justine Busby, Syllissa Duncan, Alexa Wawrzyniak, Brenda Vega, Nick Tokar, Andrew Ohl, Jesse Young, Jeffrey Mellott
Williams Honors College, Honors Research Projects
The inferior colliculus is a nucleus in the auditory midbrain that plays an important role in sound and speech processing through how it encodes temporal precision. Temporal precision depends on the balance of inhibition and excitation within the IC. This balance degrades during aging. Age-related changes in synapses have been described in the lemniscal IC as a contributing factor for this imbalance. However, it is unknown if aging affects synapses throughout the non-lemniscal IC in a similar manner. We sought to determine this by examining the dorsal cortex of the IC. The ICd is a non-lemniscal nucleus that is well …
Cardiorespiratory Response In Esports Participants In Competition And Scrimmage, Jacob W. Bowerman
Cardiorespiratory Response In Esports Participants In Competition And Scrimmage, Jacob W. Bowerman
Williams Honors College, Honors Research Projects
The purpose of this study is to explore how heart rate differs between scrimmages and competitions in varsity esports athletes at The University of Akron. This study also examines how heart rate varies across video game titles, as well as before and after both scrimmage and competition play. A scrimmage is defined as a practice game between two collegiate esports teams in which league standings and tournament eligibility are not affected by the outcome. In contrast, a competition is an official match between collegiate esports teams in which results directly influence league standings and tournament qualification.
Physiological stress can be …
The Impact Of Night Shift On New Nurses: Effects On Mental Health And Work-Life Balance, Avery Windham, Abby Maruskin, Elizabeth Yoder
The Impact Of Night Shift On New Nurses: Effects On Mental Health And Work-Life Balance, Avery Windham, Abby Maruskin, Elizabeth Yoder
Williams Honors College, Honors Research Projects
This research examines the impact of night shift schedules on new nurses' mental health and work-life balance as they transition into professional practice. The transition from nursing school to the workforce presents challenges that are further compounded by shift work, which can disrupt circadian rhythms and contribute to stress, fatigue, and reduced job satisfaction. The purpose of this research is to evaluate how starting on night shift versus day shift influences nurses’ self-evaluation of work-life balance within their first year of practice. This systematic review synthesizes findings from peer-reviewed sources to assess the physical, emotional, and professional consequences of night …
Pawpulse Dog Collar, Sean Graham, Hailey Barger, Connor Mulichak, Addison Towne, Kieran Nolan
Pawpulse Dog Collar, Sean Graham, Hailey Barger, Connor Mulichak, Addison Towne, Kieran Nolan
Williams Honors College, Honors Research Projects
PawPulse is revolutionizing pet care through innovative technology that enhances pet health, safety, and well-being. Combining advanced hardware designs, AI-driven analytics, and IoT integrations, PawPulse offers a comprehensive ecosystem that empowers pet owners with actionable insights into their pets' health and activity. As a global leader in pet health technology, PawPulse integrates features like real-time health monitoring, predictive analytics, and location tracking into a seamless mobile app experience.
This project examines the growth and scaling strategies of PawPulse, focusing on critical areas such as Information Systems, Analytics, and Legal frameworks. It details the company's strategic evolution from a startup to …
Propofol Vs Dexmedetomidine: Impact On Reintubation And Respiratory Depression, Dominic J. Hamad, Stephanie Wodrich, Logan Campola
Propofol Vs Dexmedetomidine: Impact On Reintubation And Respiratory Depression, Dominic J. Hamad, Stephanie Wodrich, Logan Campola
Williams Honors College, Honors Research Projects
This project aims to compare the effects of Dexmedetomidine and Propofol on breathing recovery in ICU patients who have been mechanically ventilated. Specifically, we want to find out whether one sedative is more likely than the other to lead to respiratory depression or reintubation after sedation is stopped. These outcomes are important because they directly affect patient safety, ICU length of stay, and overall recovery. Our team will conduct a systematic review of randomized controlled trials found through databases like PubMed, CINAHL, and Cochrane Library. We will focus on adult ICU populations and only include studies that report on relevant …
Magnifying Mental Health In The Perinatal Population: A Systematic Review, Kasey E. Arnold, Alyssa M. Maki
Magnifying Mental Health In The Perinatal Population: A Systematic Review, Kasey E. Arnold, Alyssa M. Maki
Williams Honors College, Honors Research Projects
Pregnant individuals often experience significant anxiety, which can negatively affect both pregnancy and fetal outcomes. This systematic review evaluates the effectiveness of pharmacologic versus non-pharmacologic anxiety-relieving interventions, primarily focusing on the labor period. The PICOT question is: In perinatal patients, do non-pharmacologic anxiety-relieving measures, compared to pharmacologic anxiety-relieving measures, have a greater impact on ease of delivery and overall mental health during pregnancy and the perinatal period? PRISMA (2020) guidelines were used with inclusion criteria of human subjects, English language, and published within the last six years. Databases included PubMed, CINAHL, and Cochrane Library. Twenty-three studies were analyzed to examine …
To Treat Or Not To Treat: Evaluating Antipyretic Use And Patient Outcomes In Febrile Care, Nico Teodosio, Brynley Harris
To Treat Or Not To Treat: Evaluating Antipyretic Use And Patient Outcomes In Febrile Care, Nico Teodosio, Brynley Harris
Williams Honors College, Honors Research Projects
This honors project aims to critically examine the evidence-based practice use of antipyretics in fever management, questioning whether suppressing fever is truly in the patient's best interests and if it benefits patient outcomes. Grounded in nursing, past nursing courses, and emerging research, this project aims to answer the following PICOT question: In febrile patients, how does withholding, or not administering, antipyretics compared to administering antipyretics affect patient outcomes during hospitalization? Through a literature review, this project will analyze studies from databases like PubMed and Google Scholar, focusing on outcomes like recovery time, symptom severity, complications, and mortality. Using the PRISMA …
The Influence Of Familial Substance Use Disorder On Perceptions And Attitudes Towards Substance Use Disorders And Participant Substance Use Behavior Among Emerging Adults, Elijah M. Lefeld, Jennifer Stanley
The Influence Of Familial Substance Use Disorder On Perceptions And Attitudes Towards Substance Use Disorders And Participant Substance Use Behavior Among Emerging Adults, Elijah M. Lefeld, Jennifer Stanley
Williams Honors College, Honors Research Projects
This research project explores how the lived experience of having an immediate family member with a substance use disorder (SUD) influences a person’s perceptions, attitudes, and behaviors related to substance use. Rather than focusing on the individual diagnosed with SUD, the study examines the reciprocal impact on family members within the social subsystem. Using a quasi-experimental design, the project will compare participant responses using with and without a familial connection to SUD. Data will be collected through Qualtrics surveys distributed via SONA. These measures will record demographic information, personal substance use habits, attitudes toward addiction, perception of substance use disorders, …
The Connection Between Medicaid And Obesity In Northeast Ohio, Sophie Kheder, Emmie Kelley
The Connection Between Medicaid And Obesity In Northeast Ohio, Sophie Kheder, Emmie Kelley
Williams Honors College, Honors Research Projects
Obesity is a major public health concern in the United States that is projected to increase exponentially over the next few years. Obesity is commonly associated with a lower socioeconomic status. Lower-income individuals tend to be supported by Medicaid, a federal insurance program for low-income Americans. Prior studies have shown a positive correlation between income status and obesity prevalence. Our goal was to find if there was a correlation between Medicaid patients and obesity in Northeast Ohio, to provide physicians with a set of characteristics to better combat obesity, since preventative and treatment guidelines are tailored to national trends. We …
Morphological Variation Of The Clavicular Rhomboid Fossa: Bilateral Asymmetry, Sexual Dimorphism, And Environmental Influences, Michaela Tucker, Skylar Hall
Morphological Variation Of The Clavicular Rhomboid Fossa: Bilateral Asymmetry, Sexual Dimorphism, And Environmental Influences, Michaela Tucker, Skylar Hall
Williams Honors College, Honors Research Projects
Morphological variation on the clavicle, specifically the rhomboid fossa, may be impacted by age, sex, laterality, and mechanical stress. Occupational stress and loading conditions lead to bone remodeling and adaptation to change, altering the costoclavicular ligament site. A sample of 94 bilateral clavicles from individuals ages 16-40 years was analyzed using computer tomography (CT) and 3-dimensional reconstruction. Clavicles were categorized into five groups: flat, smooth, elevated, depressed, and pitted. Chi-squared analyses were used to test associations between morphology and age, side, and history of strenuous lifting. Significant differences were observed between class and sex for the leftsided clavicle group. Female …
C. Difficile Detection Method For First Responder Glove Application, Alli N. Senedak
C. Difficile Detection Method For First Responder Glove Application, Alli N. Senedak
Williams Honors College, Honors Research Projects
Clostridioides Difficile (C. diff) is a Anaerobic Gram-positive bacillus that is capable of spore formation, making it difficult to control its spread and duration in clinical environments. This phenomenon can provide danger to first responders, healthcare workers, and patients. The goal of this project is to create a biosensor capable of detecting C. diff in a clinical setting that can be applied to a glove apparatus. The project will involve the use of C. diff aptamers activated on the surface of an electrode. Once surface activation has been verified via surface analysis, the electrodes will be exposed to C. diff …