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Family History Of Substance Problems Among African Americans: Associations With Drug Use, Drug Use Disorder, And Prescription Drug Misuse, Rebecca Mahrs-Gould Jan 2022

Family History Of Substance Problems Among African Americans: Associations With Drug Use, Drug Use Disorder, And Prescription Drug Misuse, Rebecca Mahrs-Gould

Theses and Dissertations

Background: Understanding individual risk for substance use and substance use disorders is important in the efforts of reducing risk and prevention of these problems. A family history of alcohol and/or drug problems often increases the risk for these problems, however the majority of research in this area is conducted in samples that are predominantly White. African Americans face disparate outcomes from substance use and substance use disorders, and the risks for substance problems may not be the same as for Whites. A systematic review of the literature identified nine studies that examined a family history of either substance problems or …


Black Hearts Matter: A Comparative Study Of Sociodemographic, Clinical, And Psychosocial Characteristics In Black And White Persons With Heart Failure, Hannah M Anderson Hughes Jan 2022

Black Hearts Matter: A Comparative Study Of Sociodemographic, Clinical, And Psychosocial Characteristics In Black And White Persons With Heart Failure, Hannah M Anderson Hughes

Theses and Dissertations

Heart failure (HF) is a chronic, progressive, debilitating illness that disproportionately affects Black individuals, often leading to poor quality of life (QOL). Various sociodemographic, clinical, and psychological characteristics are related to QOL in patients with HF. Because most studies do not include representative Black samples or report findings from racial subgroup analyses, these relationships and any existing racial differences are not well understood. The purpose of this descriptive, comparative study was to explore the relationships among sociodemographic, clinical, and psychological characteristics and QOL in patients with HF and to determine if there were racial differences between Black and White individuals. …


Splanchnic Oxygenation And Feeding Intolerance In The Very Low Birthweight Infant, Melissa C. Dollings Jan 2022

Splanchnic Oxygenation And Feeding Intolerance In The Very Low Birthweight Infant, Melissa C. Dollings

Theses and Dissertations

SPLANCHNIC OXYGENATION AND FEEDING INTOLERANCE IN THE VERY LOW BIRTHWEIGHT INFANT

By Melissa C. Dollings, Ph.D.

A dissertation submitted in partial fulfillment of the requirements for the degree of Doctor of Philosophy at Virginia Commonwealth University

Virginia Commonwealth University, 2022

Major Director: Lisa F. Brown, Ph.D., RN, School of Nursing

Background. Feeding intolerance is common in preterm infants but can be an ominous precursor of necrotizing enterocolitis, a life-threatening gastrointestinal disease. The definition and management of feeding intolerance vary widely. This research examined the relationship

between feeding intolerance, intrauterine factors, extrauterine factors, and intestinal immaturity and circulatory immaturity in the …


Sleep-Related Problems, Sleep-Related Distress, And Sleep-Related Functional Status Among Adult Inpatients Receiving Palliative Care, Lisa C. Sievers Jan 2021

Sleep-Related Problems, Sleep-Related Distress, And Sleep-Related Functional Status Among Adult Inpatients Receiving Palliative Care, Lisa C. Sievers

Theses and Dissertations

Palliative care patients may be at a higher risk for sleep-related problems and their negative effects compared to the general population, yet limited sleep research has been done with this population. The purpose of this dissertation was to determine prevalence rates for excessive sleepiness, insomnia, restless legs syndrome (RLS), and high risk for sleep apnea (HRSA); examine relationships between the aforementioned sleep-related problems, sleep-related distress (SD), and sleep-related functional status (SFS); and to determine which sleep-related problem measures along with age and gender predicted SD and SFS among a sample of adult palliative care inpatients. Secondary aims were to understand …


Evaluating The Clinical Utility Of A Novel Electroencephalography System For Assessing Perioperative Neurocognition In Older Surgical Patients, Lloyd H. Barnwell Iii Jan 2021

Evaluating The Clinical Utility Of A Novel Electroencephalography System For Assessing Perioperative Neurocognition In Older Surgical Patients, Lloyd H. Barnwell Iii

Theses and Dissertations

Postoperative delirium (POD) is a public health and research priority (American Society of Anesthesiologists, 2019). POD is a risk factor for long-term neurocognitive decline, and the rate of decline is directly proportional to the severity of POD (Vasunilashorn et al., 2018). Baseline cognitive function is a strong, independent predictor for POD (Culley et al., 2017). The International Perioperative Neurotoxicity Working Group recommends baseline cognitive function be assessed for older patients prior to surgery and anesthesia (Berger, et al., 2018). Perioperative cognitive screening tools trialed in anesthesia are not routinely incorporated into clinical practice related to validity, reliability, or practicality problems …


The Role Of Patient Room-Type, Interruptions, And Intrapersonal Resources In Nurse Performance And Well-Being, Jennifer Early Jan 2020

The Role Of Patient Room-Type, Interruptions, And Intrapersonal Resources In Nurse Performance And Well-Being, Jennifer Early

Theses and Dissertations

Interruptions create a complex challenge in health care. Because some interruptions are necessary in health care, they cannot be completely eliminated. Thus, their effects must be appropriately mitigated. To better understand predictors and consequences of interruptions, as well as factors that may mitigate their negative effects, I employed Job Demands-Resources (JD-R) theory, supplemented by additional constructs from organizational behavior and psychology to develop a model of predictors and mitigators of interruptions. Twenty registered nurses providing care on a progressive acute care unit with single- and double-occupancy patient rooms volunteered to participate in this study. The study incorporated nurse-level questionnaires, event-level …


Examining Body Mass Index And Sepsis Mortality At One Year After Sepsis, Jamie D. Robinson Jan 2020

Examining Body Mass Index And Sepsis Mortality At One Year After Sepsis, Jamie D. Robinson

Theses and Dissertations

Introduction: Sepsis is a serious and life-threatening syndrome affecting 1.7 million Americans annually and resulting in approximately 270,000 deaths. An “obesity paradox” where obese individuals have lower sepsis mortality than their non-obese counterparts has been described. The problem is that the longevity of the effect is unknown, and few studies have examined the obesity paradox after 1-2 months post-diagnosis.

Methods: This retrospective cohort study examined clinical, demographic, and biomarker variables thought to affect sepsis mortality at three-time points: 30 days, 180 days, and at one year post-sepsis diagnosis in order to shed light on specific factors that might define …


Biopsychosocial Variables Associated With The Development Of Chronic Low Back Pain In Healthcare Workers, Jena Pauli Jan 2020

Biopsychosocial Variables Associated With The Development Of Chronic Low Back Pain In Healthcare Workers, Jena Pauli

Theses and Dissertations

ABSTRACT

Purpose: Worldwide the incidence and prevalence of acute low back injury with pain (ALBIP) is increasing in healthcare workers (HCW). Approximately 27% of ALBIP result in chronic low back pain (CLBP). The primary aim of this study was to identify biopsychosocial factors that contribute to the development of CLBP. A secondary aim was to examine the predictive value of reliable and valid screening instruments to identify individuals at highest risk for CLBP.

Significance: Low back pain is the second most commonly reported pain condition in the United States, one of the leading causes of sick leave and …


Perceived Stress, Salivary Cortisol, And Depression In Adults Diagnosed With Postconcussion Syndrome; A Pilot Study, Christine Fish-Huson Jan 2019

Perceived Stress, Salivary Cortisol, And Depression In Adults Diagnosed With Postconcussion Syndrome; A Pilot Study, Christine Fish-Huson

Theses and Dissertations

Traumatic Brain Injury (TBI) affects approximately 1.7 million persons in the United States annually, 75% are categorized as mild (mTBI). Most persons who experience mTBI will recover, however an estimated 10% will develop Postconcussion Syndrome (PCS). Evidence supports a relationship between perceived stress, salivary cortisol, and depressive symptoms in persons after TBI; however, there are no known studies exploring these relationships in the PCS patient population. A sample of 17 men and women diagnosed with PCS were recruited from Southwest and Central Virginia. Data collection included the Rivermead Postconcussion Questionnaire, Perceived Stress Scale-10, Center for Epidemiological Studies-Depression Scale and the …


Adaptation And Validation Of The Situation Awareness Global Assessment Technique For Student Registered Nurse Anesthetists, Deniz Dishman Jan 2019

Adaptation And Validation Of The Situation Awareness Global Assessment Technique For Student Registered Nurse Anesthetists, Deniz Dishman

Theses and Dissertations

Anesthesia is a health care specialty fraught with high workload demands, stressful work environments, increased production pressure, work areas with many distractions, an increasing use of advanced technology, and the constant need to prioritize work actions. Effective clinical judgment in this dynamic environment necessitates that the provider demonstrate the ability to project what may occur secondary to actual or potential condition changes. These key elements operationalize situation awareness (SA).

High level SA is an important characteristic for the successful development of student registered nurse anesthetists (SRNAs). With Endsley’s “Theory of Situation Awareness” as the foundation, the goal of this study …


Incidence And Predictor Variables Of Pressure Injuries In Patients Undergoing Ventricular Assist Device And Total Artificial Heart Surgeries: An Eight-Year Retrospective Review, Christopher T. Brindle Jan 2019

Incidence And Predictor Variables Of Pressure Injuries In Patients Undergoing Ventricular Assist Device And Total Artificial Heart Surgeries: An Eight-Year Retrospective Review, Christopher T. Brindle

Theses and Dissertations

BACKGROUND

Cardiac surgery patients have some of the highest reported incidence and prevalence of pressure injuries (PI). A growing subset of cardiac surgery include patients with end-stage heart failure who undergo ventricular assist device (VAD) or total artificial heart (TAH) surgery. The risk of PI and their natural history of development in this population are unknown and the specific risk factors for PI development remain unexplored.

OBJECTIVES

To perform a systematic review of the literature to identify the incidence and risk factors of PI development in patients undergoing VAD-TAH surgery and thereby inform study design and variables in an eight-year …


Perceived Impact Of Ambient Operating Room Noise By Certified Registered Nurse Anesthetists, Marianne S. Cosgrove Jan 2019

Perceived Impact Of Ambient Operating Room Noise By Certified Registered Nurse Anesthetists, Marianne S. Cosgrove

Theses and Dissertations

It is widely acknowledged that elevated levels of noise are commonplace in the healthcare environment, particularly in high acuity areas such as the operating room (OR). Excessive ambient noise may pose a threat to patient safety by adversely impacting provider performance and interfering with communication among perioperative care team members. With respect to the certified registered nurse anesthetist (CRNA), increased ambient OR noise may engender distractibility, diminish situation awareness and cause untoward health effects, thereby increasing the possibility for the occurrence of error and patient injury.

This research project analytically examines the perceived impact of ambient noise in the operating …


Factors Associated With Hospital Readmissions Among United States Dialysis Facilities, Amber B. Paulus Jan 2019

Factors Associated With Hospital Readmissions Among United States Dialysis Facilities, Amber B. Paulus

Theses and Dissertations

Hospital readmissions are a major burden for patients with end stage renal disease (ESRD). On average, one in three hospital discharges among patients with ESRD are followed by a readmission within 30 days. Currently, dialysis facilities are held accountable for readmissions via the ESRD Quality Incentive Program standardized readmission ratio (SRR) clinical measure. However, little is known about facility-level factors associated with readmission. Additionally, unlike other standardized measures of quality in the dialysis setting, incident patients within their first 90-days of dialysis are included in the performance calculation. This study analyzed CMS Dialysis Facility Report data from 2013 to 2016 …


Patient-Centered Medical Homes And Hospital Value-Based Purchasing: Investigating Provider Responses To Incentives, Lauryn Walker Jan 2019

Patient-Centered Medical Homes And Hospital Value-Based Purchasing: Investigating Provider Responses To Incentives, Lauryn Walker

Theses and Dissertations

Provider incentives are a commonly used policy tool to mold provider behaviors.1 However, while we frequently measure the change in patient outcomes, failure to consistently produce changes in outcomes does not mean that providers are not changing their behavior. This paper focuses on two programs with null or inconsistent quality outcomes to try to identify why such inconsistency occurs. The two programs, both ratified in the Affordable Care Act, are 1) patient-centered medical homes (PCMHs), and 2) the Medicare Hospital Value-Based Purchasing (HVBP) program.

Chapter 1: Using data from the Medical Expenditure Panel survey (MEPS), I match provider characteristic …


Examining Relationships Among Body Image, Sexuality, And Sexual Functioning In Women With Cervical And Endometrial Cancer, Christina Wilson Jan 2019

Examining Relationships Among Body Image, Sexuality, And Sexual Functioning In Women With Cervical And Endometrial Cancer, Christina Wilson

Theses and Dissertations

Introduction: Over 74,000 US women are diagnosed annually with endometrial or cervical cancers and experience significant treatment-related difficulties with body image, sexuality, and sexuality. The aims of the research were to examine relationships among body image, sexuality, and sexual functioning, and understand women’s views of these concepts. A novel theoretical framework encompassing these three concepts and contextual variables guided the research.

Methods: A non-experimental cross-sectional pilot study was conducted with pre-menopausal women in an academic medical center who had stages I-III cervical or endometrial cancer, were 3-36 months post-treatment, and had no mental health diagnoses. Participants completed the …


Influence Of Muscle Strength On Mobility In Critically Ill Adult Patients On Mechanical Ventilation, Audrey R. Roberson Jan 2018

Influence Of Muscle Strength On Mobility In Critically Ill Adult Patients On Mechanical Ventilation, Audrey R. Roberson

Theses and Dissertations

Patients in the intensive care unit (ICU) setting are prone to develop muscle weakness and the causes are multi-factorial. Muscle strength in adult, critically ill patients on mechanical ventilation decreases with immobility. The influence of muscle strength on different muscle groups and its influence on progressive mobility in the adult, critically ill patient on mechanical ventilation has not been examined. Identifying muscle strength in this patient population can benefit overall muscle health and minimize muscle deconditioning through a progressive mobility plan. The objective of this dissertation was to describe muscle strength in different muscle groups and to describe the influence …


Structural Stress And Otherness: How Do They Influence Psychological Stress?, Christine Dewilde Jan 2018

Structural Stress And Otherness: How Do They Influence Psychological Stress?, Christine Dewilde

Theses and Dissertations

Background: The Theory of Cultural Distress offers a framework for understanding the potential outcomes in patients who do not receive care that incorporates their cultural beliefs (DeWilde & Burton, 2017).This study represents initial steps in researching the theory byexploring the layering of stressors that place the patient at risk for Cultural Distress. Methods: Utilized aCross-sectional descriptive correlational analysis of intersecting identities (Structural Stressors), ethnicity-related stressors (Otherness) and ethnic-identity (Otherness) to develop understanding of the potential effects of these variables on psychological stress. Independent variables included intersecting identities, perceived ethnic discrimination, concern for stereotype confirmation, own group conformity pressure, and …


Predicting Arterial Oxygen Desaturation Events Via Patient Journal And Pulse Oximetry Data In Postoperative Ambulatory Surgery Patients, Charles R. Elam Iv Jan 2018

Predicting Arterial Oxygen Desaturation Events Via Patient Journal And Pulse Oximetry Data In Postoperative Ambulatory Surgery Patients, Charles R. Elam Iv

Theses and Dissertations

Associations between patient and procedural factors on the nature and quality of the immediate in-home recovery from anesthesia following ambulatory orthopedic surgery are unknown. Further, there is a paucity of outcomes research quantitatively categorizing in-home

patient recovery and safety following discharge from same-day orthopedic procedures. Tools are available, however, to shed light on outcomes in this population, and integration of such available measures is critical.

Ambulatory orthopedic surgery is a burgeoning specialty, with growth expected over the foreseeable future. The expected increased patient caseload subsequent to implementation of the Affordable Care Act and aging Baby Boom generation suggests greater morbidity …


Smoking Behavior In Arab Americans: Acculturation And Health Beliefs, Roula Ghadban Jan 2017

Smoking Behavior In Arab Americans: Acculturation And Health Beliefs, Roula Ghadban

Theses and Dissertations

Background: Arab Americans, a growing population in the U.S., tend to have high rates of smoking and low rates of smoking cessation. Arab Americans and their families are at a high risk for poor health outcomes related to smoking.

Objective: The purpose of this study is to better understand the smoking behaviors of Arabs in the U.S., using the two publishable manuscripts format. The first manuscript is a systematic review of the literature exploring the smoking behavior, prevalence and use among Arab Americans and examining studies addressing the effect of acculturation on this behavior. The second manuscript is a cross-sectional …


A Biobehavioral Approach To Examining Moral Distress In Critical Care Nurses, Marian Altman Jan 2017

A Biobehavioral Approach To Examining Moral Distress In Critical Care Nurses, Marian Altman

Theses and Dissertations

Moral distress is a complex and challenging problem that may cause negative biopsycohosical and professional outcomes for critical care nurses. The purpose of this work was to explore the relationship between the ethical climate of the work environment and moral distress as experienced by critical care nurses; and to explore relationships among mediators of stress (nurse characteristics e.g. education (BSN, nonBSN), years certified as a critical care nurse, and tolerance of ambiguity) and their relationship with perceived stress, moral distress, health status and salivary alpha amylase. A descriptive correlational cross-sectional design was used for this pilot study of 100 critical …


Influence Of Contextual Factors And Self Efficacy On Self- Management In Parents Of Children With Cystic Fibrosis, Erin B. Booth Jan 2017

Influence Of Contextual Factors And Self Efficacy On Self- Management In Parents Of Children With Cystic Fibrosis, Erin B. Booth

Theses and Dissertations

Cystic Fibrosis, a life threatening autosomal recessive genetic disease, is characterized by a defective gene resulting in the production of thick mucus that obstructs the lungs and pancreas. CF requires intensive management performed at the home. An initial pilot study was performed to describe knowledge of CF related diabetes (CFRD) in adults with CF. The findings of this study, which demonstrated that adults with CF lacked sufficient knowledge about CFRD confirmed the need to explore additional factors of self-management guided by a theoretical framework. The second study presented in this dissertation used the Individual and Family Self-Management Theory (IFSMT) to …


An Evaluation Of Critical Resources In Nurse Anesthesia Educational Programs, Lois E. Stewart Jan 2017

An Evaluation Of Critical Resources In Nurse Anesthesia Educational Programs, Lois E. Stewart

Theses and Dissertations

Advanced practice nurses fill a vital need in the U.S. by increasing access to needed healthcare. Certified Registered Nurse Anesthetists (CRNAs) are one type of advanced practice nurse with a long history of safe and effective peri-anesthetic care. Nurse anesthetists have a rich tradition of providing anesthetic care for rural and underserved communities, and are a primary provider of anesthesia for active and retired military personnel. CRNAs comprise over one-half of the actively practicing U.S. anesthesia workforce currently, and are able to function in any anesthetic care model. Nurse anesthesia educational programs (NAEPs) are the single source for new graduate …


Relational Coordination: An Exploration Of Nursing Units, An Emergency Department And In-Patient Transfers, Mary Coffey Jan 2015

Relational Coordination: An Exploration Of Nursing Units, An Emergency Department And In-Patient Transfers, Mary Coffey

Theses and Dissertations

Emergency department (ED) crowding is a patient safety concern that has been increasing for more than a decade. Increased visits have resulted in ED crowding, longer wait times, ambulance diversions, and boarding of admitted patients (Hing & Bhuiya, 2012). Numerous factors affect ED crowding. Once various extraneous issues are resolved and a bed is available for a patient, it becomes the responsibility of nurses across unit boundaries to coordinate the patient transfer. This study applies Relational Coordination Theory (RCT) as a framework to provide nurses insight into the relational aspects of their work in the transfer of ED patients to …


Distress In Women With Ovarian Cancer, Judith Dellaripa May 2014

Distress In Women With Ovarian Cancer, Judith Dellaripa

Theses and Dissertations

Clinicians and researchers know that women experience distress related to the diagnosis of and treatment for ovarian cancer. A review of the literature revealed that while there is interest in the topic, distress is inconsistently defined and measured. Women have been reported to have a variety of distress experiences including the challenges of late diagnosis and the treatment regimen, communication difficulties with healthcare providers, and concern about the effect of their diagnosis on their loved ones. Without information directly from women, assumptions predominate about what the experience is like and what they would find helpful from support persons. Women’s perceptions …


Relationship Of Mitochondrial Enzymes To Fatigue Intensity And Health-Related Quality Of Life In Men With Prostate Cancer Receiving External Beam Radiation Therapy, Kristin Filler May 2014

Relationship Of Mitochondrial Enzymes To Fatigue Intensity And Health-Related Quality Of Life In Men With Prostate Cancer Receiving External Beam Radiation Therapy, Kristin Filler

Theses and Dissertations

Introduction: Cancer-related fatigue is often described by patients as a lack of energy, mental or physical tiredness, diminished endurance, and prolonged recovery after activity. Etiologic mechanisms underlying CRF are not well understood. Methods: A literature review was conducted to examine studies that had investigated the association of mitochondrial dysfunction with fatigue. The major conclusion from this review was that alterations in energy metabolism may contribute to fatigue. Therefore, the dissertation study focused on laboratory techniques for measuring mitochondrial oxidative phosphorylation enzymes (complexes I-V) and a mitochondrial-specific oxidative stress marker (superoxide dismutase 2 [SOD2]). The primary aim of the dissertation research …


Factors Contributing To Infant Feeding Practices With Latina Mothers, Diana Cartagena May 2014

Factors Contributing To Infant Feeding Practices With Latina Mothers, Diana Cartagena

Theses and Dissertations

Background: An estimated 9.7% of U.S. infants and toddlers are considered overweight. Hispanic infants persistently show higher prevalence rates for being overweight compared to black and white infants. Little is known about factors promoting excessive infant weight gain in Latinos. Purpose: Primary aim of this study was to describe multidimensional factors and maternal feeding practices that may correlate with infant overfeeding in Latina mothers. A secondary aim was to determine whether there was an association between these factors and infant weight gain. Subjects: Sixty-two low-income immigrant Latina mothers and their infants ages 4-12 months receiving assistance through the Special Supplemental …


Patient Discomfort In The Icu: Ett Movement Effects, Virginia Hamilton Apr 2014

Patient Discomfort In The Icu: Ett Movement Effects, Virginia Hamilton

Theses and Dissertations

Critically ill patients who require MV are at risk for a number of complications, including the development of ventilator-associated events (VAE) and agitation that may require the use of sedation. Patients experience anxiety and discomfort during mechanical ventilation from a variety of sources including unfamiliar breathing assistance and an inability to communicate anxiety and pain verbally, but a primary cause of discomfort identified by these patients is the simply the presence of the endotracheal tube (ETT). Discomfort often leads to agitation and may be exacerbated by ETT movement. Management of agitation typically involves the use of sedative therapy and has …


Symptoms, Cytokines, And Quality Of Life Of Patients With Chronic Graft-Versus-Host Disease Following Allogeneic Hematopoietic Stem Cell Transplantation, Debra Kelly Jan 2014

Symptoms, Cytokines, And Quality Of Life Of Patients With Chronic Graft-Versus-Host Disease Following Allogeneic Hematopoietic Stem Cell Transplantation, Debra Kelly

Theses and Dissertations

Introduction: Chronic graft-versus-host disease (cGVHD) is a serious complication following allo-HSCT characterized by immune dysregulation, organ dysfunction, risk for infection, and distressing symptoms. Complications may include scleroderma, hepatic dysfunction and bronchiolitis obliterans. Advances in allo-HSCT for many hematologic dyscrasias (e.g. acute and chronic leukemias, aplastic anemia, and myelodysplastic syndrome) have improved survival which has generated a renewed focus on survivorship issues. Distressing symptoms are noted as negatively impacting quality of life (QoL). The relationship between inflammation and behavioral responses may impact symptoms. Examining patterns and levels of inflammation with symptoms is relevant. Objective: The aims of this study were to …


Breastfeeding Influencing Factors In Thai Adolescent Mothers, Supannee Kanhadilok May 2013

Breastfeeding Influencing Factors In Thai Adolescent Mothers, Supannee Kanhadilok

Theses and Dissertations

Background: Breastfeeding is well established as the optimal method for ensuring healthy infant nutrition. However, many adolescents remain unaware of the role of breastfeeding. Adolescent mothers continue to have the lowest rate of breastfeeding in many countries including Thailand, with only 17% of Thai adolescent mothers continuing to breastfed at 6 months postpartum. Objective: Examine factors influencing breastfeeding behaviors in adolescent mothers, particularly those in Thailand. Methods: This dissertation project involved two research studies focusing on breastfeeding influencing factors in adolescent mothers. The first study was an integrative review of 22 articles published in 2000-2012. The findings revealed that personal …


Predictors Of Agitation In The Critically Ill, Ruth Burk May 2013

Predictors Of Agitation In The Critically Ill, Ruth Burk

Theses and Dissertations

BACKGROUND: Agitation is a common complication in the intensive care unit (ICU) manifested in behavior and actions that range from simple apprehension or anxiety to frankly combative behavior.5 Agitation is associated with significant adverse outcomes.1-3 Studies report up to 71% of ICU patients have some degree of agitation during their ICU stay and that agitation is observed 32% of the time.3;4 Potential causes of agitation in critically ill patients are numerous; however, data about factors that predict agitation are limited. OBJECTIVE: The specific aim of this study was to identify predictors of agitation on admission to the ICU as well …