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Full-Text Articles in Public Health

Complementary And Alternative Medicine (Cam) And Adolescent Body Mass Index (Bmi): A National Population-Based Study, Laura Y. Defrain Lpn Jan 2017

Complementary And Alternative Medicine (Cam) And Adolescent Body Mass Index (Bmi): A National Population-Based Study, Laura Y. Defrain Lpn

Williams Honors College, Honors Research Projects

COMPLEMENTARY AND ALTERNATIVE MEDICINE (CAM) AND ADOLESCENT BODY MASS INDEX (BMI): A NATIONAL POPULATION-BASED STUDY

Abstract

Background

Childhood obesity rates in the United States have remained around 17% since the 1990s - this figure translates to an estimated 12.7 million obese children. Maintaining a healthy weight through adolescence may limit subsequent health risks in adulthood. Complementary and alternative medicine (CAM) encompasses a variety of non-pharmacological treatments and lifestyle choices that have been utilized in addition to or in place of typical Western medicine. The relationship between adolescent Body mass index (BMI) and the use of complementary and alternative medicine has …


Prevalence, Severity And Factors Associated With Peripheral Neuropathy Among Newly Diagnosed Diabetic Patients Attending Mulago Hospital: A Cross-Sectional Study, Samden Lhatoo, Martha Sajatovic Jan 2017

Prevalence, Severity And Factors Associated With Peripheral Neuropathy Among Newly Diagnosed Diabetic Patients Attending Mulago Hospital: A Cross-Sectional Study, Samden Lhatoo, Martha Sajatovic

Faculty Scholarship

Aims: To determine the prevalence and associated risk factors of diabetic peripheral neuropathy (DPN) among newly diagnosed diabetes mellitus patients in Mulago Hospital. Methods: A cross-sectional study was conducted among 248 newly diagnosed adult diabetic patients. Using the standard Neuropathy Symptom Score (NSS) and Neuropathy Disability Score (NDS) criteria, we screened them for neuropathy. Data on the socio-demographics, age, duration of symptoms and history of diabetic ulcer were analyzed using a multiple logistic regression. A p-value <0.05 was considered significant. Results: The majority of study patients (62.1%) were male. The overall prevalence of DPN was 29.4 %. Nearly sixteen percent had moderate neuropathy and only five percent had severe neuropathy. Age above 60 years was significantly associated with the presence of DPN; (OR 3.72; 95% CI 1.25 – 11.03; p=0.018). The history of ever having a foot ulcer was significantly associated with peripheral neuropathy (OR 2.59; 95% CI: 1.03 – 6.49, p = 0.042). Conclusion: DPN occurs in 1 in 4 of newly diagnosed diabetic patients in Mulago hospital. Two thirds of these patients had moderate to severe neuropathy. DPN was independently associated with increasing age. Early diagnosis of diabetes mellitus, increased diabetes knowledge and regular blood sugar screenings would play an important role in identifying this problem.


Completion Characteristics Of Non-Hispanic Blacks With Tuberculosis And Hiv, Vernard Darrell Green Jan 2017

Completion Characteristics Of Non-Hispanic Blacks With Tuberculosis And Hiv, Vernard Darrell Green

Walden Dissertations and Doctoral Studies

Tuberculosis (TB) and human immunodeficiency virus (HIV) are difficult conditions to manage, in tandem they pose even more challenges to public health programs in identifying coinfection to ensure that all TB cases are treated to completion of therapy (COT). The purpose of this study was to test variables that predicted COT among the HIV/TB coinfected population of non-Hispanic, U.S.-born Blacks alive at the time of diagnosis. Social determinants of health were the theoretical foundation used to guide the study based on data from the Report of Verified Cases of TB (RVCT) between 2009 and 2014. Relationships were tested between ethnic/racial …


Biomarkers Of Sepsis: A Retrospective Approach, Jose M. Roberts Jan 2017

Biomarkers Of Sepsis: A Retrospective Approach, Jose M. Roberts

Williams Honors College, Honors Research Projects

Background: Biomarkers are taking the spotlight in becoming the norm for early diagnoses. Sepsis is an inflammatory disease that increases metabolic rate in children. The first biomarker is hyponatremia. Hyponatremia is a frequent electrolyte imbalance in clinical practice, often observed in children with inflammatory disease and infection. Presence of hyponatremia is associated with electrical signaling imbalances, inflammation and renal dysfunction. The clinical value of hyponatremia in pediatric patients is unknown. The C-reactive protein is a second biomarker. Its presence signifies that necrotic cells and inflammation are present.

Objectives: To evaluate the use of biomarkers in children seen in the Emergency …


Serum Iron Concentration And Prostate Cancer In The United States, Aleeshaia Danner Raymonvil Jan 2017

Serum Iron Concentration And Prostate Cancer In The United States, Aleeshaia Danner Raymonvil

Walden Dissertations and Doctoral Studies

Over 2 million adult men in the United States have been diagnosed with prostate cancer, with nearly 200,000 new diagnoses each year. This type of cancer is the leading cause of mortality in U.S. men. One possible risk factor for prostate cancer is a high level of iron in the body, but the association has yet to be confirmed. This study was an investigation of the relationship between serum iron concentration and prostate cancer using data obtained from the 2009-2012 National Health and Nutrition Examination Surveys. This quantitative study involved 1,850 men in the U.S. aged 51 to 70 years. …


Using Administrative Healthcare Records To Identify Determinants Of Amputee Residuum Outcomes, Judith Gail Walden Jan 2017

Using Administrative Healthcare Records To Identify Determinants Of Amputee Residuum Outcomes, Judith Gail Walden

Walden Dissertations and Doctoral Studies

In the United States, the number of major limb amputees is predicted to exceed several million in the coming decades. For those amputees using a prosthesis, their quality of life (QoL) is often modulated by residuum limb problems resultant from its use. Multiple factors preclude quality evidence-based medicine (EBM) research in the field of prosthetics, leading to greater health risk from prosthetic prescription ambiguity. Positive social change is integral to good QoL; studies support administrative healthcare (AHc) as useful to support such, especially in the absence of EBM. This study utilized Veterans Healthcare Administration (VHA) AHc data to discriminate determinants …


The Role Of Inflammatory Biological Markers In Novel Pharmacotherapies For Populations With Depression, Stacey Boyer Jan 2017

The Role Of Inflammatory Biological Markers In Novel Pharmacotherapies For Populations With Depression, Stacey Boyer

Walden Dissertations and Doctoral Studies

Current interventional pharmaceutical therapies targeted for depression are not adequate to achieve sufficient remission following treatment. Researchers explored inflammatory biomarkers as a way of understanding why treatment for depression is effective for some and not others. The purpose of this secondary data analysis study was to determine if there was a relationship between inflammatory biomarkers and treatment efficacy in persons diagnosed with depression who have demonstrated a previous lack of remission. Using the immune-cytokine paradigm of depression (POD) allowed depression to be viewed as multifaceted and a potential signal of chronic immune system activation. This secondary data analysis included findings …


The Impact Of Palliative Care On Health Status In Hiv-Positive Children, Aabid Abdulmajid Ahmed Jan 2017

The Impact Of Palliative Care On Health Status In Hiv-Positive Children, Aabid Abdulmajid Ahmed

Walden Dissertations and Doctoral Studies

HIV-positive children in sub-Saharan Africa have numerous challenges to overcome. These challenges increase psychosocial stress as well as symptom burden including fatigue, weight loss, pain, and mental changes. The symptoms may persist even after initiation of antiretroviral therapy, so such children need additional care. Palliative care lays emphasis on holistic patient-centered care, including physical, psychological, social, and spiritual symptoms, alongside antiretroviral therapy. There is limited data on the impact of integrating palliative care with standard HIV care and treatment in children. The purpose of this study was to fill the gap in the literature by investigating the impact of palliative …


Impact Of The Childcare Setting And Caregiver Education On Toddler Language Environment, Snejana Nihtianova Jan 2017

Impact Of The Childcare Setting And Caregiver Education On Toddler Language Environment, Snejana Nihtianova

Walden Dissertations and Doctoral Studies

Young children's early language development is strongly related to their school performance, and slow language growth may predict later academic problems. The link between the language quality and amount of speech that children hear and their language development is well documented; however, the factors that impact variability in linguistic input are not well understood. The purpose of this quantitative study was to assess the association between childcare settings and childcare provider education level and toddlers' language environment. The study sample consisted of 29 Bulgarian children. The study used a new technology called Language Environment Analysis, which is the preferred method …


The Molecular Epidemiology Of Tuberculosis In South Carolina, 2005-2011: Estimates Of Recent Transmission And Risk Factors For Genotype Clustering, Amy Kathleen Roach Jan 2017

The Molecular Epidemiology Of Tuberculosis In South Carolina, 2005-2011: Estimates Of Recent Transmission And Risk Factors For Genotype Clustering, Amy Kathleen Roach

Walden Dissertations and Doctoral Studies

Because tuberculosis (TB) is a public health threat that continues to elude elimination in the United States, there is a need to identify contributing factors that may have implications for targeted control measures. Molecular studies of genetic clustering are crucial for pinpointing these contributing factors. It is for this reason this study was conducted. This was a non-experimental, cross-sectional population-based molecular epidemiological study of TB in SC from 2005 to 2011. Its purpose was to estimate the proportion of TB that may be due to recently acquired infection and to determine the risk factors associated with the genetic clustering of …


Predictors Of Mastectomy In Male Breast Cancer, Esther Opara Jan 2017

Predictors Of Mastectomy In Male Breast Cancer, Esther Opara

Walden Dissertations and Doctoral Studies

Male breast cancer (MBC) is rare, and research on the predictors of MBC has been limited because of inadequate funding in and outside of the United States. One goal of this study was to eradicate the stereotyping of breast cancer as a female disease. The emergence of medical technology and education to benefit the public will help to ensure greater health awareness at the individual, community, and global levels. The purpose of this study was to understand the influence of the predictors of age; race (Black, White, and Other); and grade of cancer (I, II, or III) on the outcome …


Inflammatory Potential Of Diet And Pancreatic Cancer Risk: Interaction And Mediation Analysis In Two Prospective Cohorts, Jiali Zheng Jan 2017

Inflammatory Potential Of Diet And Pancreatic Cancer Risk: Interaction And Mediation Analysis In Two Prospective Cohorts, Jiali Zheng

Theses and Dissertations

Background: Inflammation plays a pivotal role in pancreatic cancer etiology and can be modulated by diet. We aimed to examine the association between inflammatory potential of diet, assessed with the Dietary Inflammatory Index (DIITM), and pancreatic cancer risk in two prospective cohorts, the Prostate, Lung, Colorectal and Ovarian (PLCO) Cancer Screening Trial and the National Institutes of Health American Association of Retired Persons (NIH-AARP) Diet and Health Study. We explored effect modification by important inflammation-related lifestyle factors, and investigated whether type-2 diabetes mediated the association in a pooled analysis of both studies.

Methods: A total of 101,449 and …


Impact Of Adverse Childhood Experiences On Maternal Health And Birth Weight In Appalachia, Kristen Baker Dickerson Jan 2017

Impact Of Adverse Childhood Experiences On Maternal Health And Birth Weight In Appalachia, Kristen Baker Dickerson

Walden Dissertations and Doctoral Studies

Adverse birth outcomes and adverse childhood experiences (ACE) are concerns in the United States, with potential to impact health indices now and in the future. The purpose of this study was to quantitatively examine the association between maternal exposure to ACE, low birth weight, and county of residence in the Appalachian population using the Life Course Approach as the theoretical framework. A cross-sectional study design and clustering strategy was used to randomly select potential respondents from a data set that was provided by Ohio Department of Health. Self-administered questionnaires were sent to potential respondents to collect information about ACE in …


Determinants Of Switching From Peritoneal To Hemodialysis In Preserving Residual Renal Function, Mohamed Katerji Jan 2017

Determinants Of Switching From Peritoneal To Hemodialysis In Preserving Residual Renal Function, Mohamed Katerji

Walden Dissertations and Doctoral Studies

There are more than 2 million end stage renal disease (ESRD) patients in the world. ESRD is becoming more manageable with the advent of competent therapies such as peritoneal dialysis (PD) and hemodialysis (HD). While recent evidence suggests that switching from PD to HD may preserve residual renal function longer than either PD or HD alone as an alternative approach, little is known about the optimal timing and the long-term efficacy of switching dialysis modes. The purpose of this quantitative retrospective study, based on the bio-psychosocial model, was to investigate the optimal timing and determinants of the effectiveness of switching …


Hiv Testing Practices And Provider-Identified Barriers In The Acute Care Setting, Alex Ariri Jan 2017

Hiv Testing Practices And Provider-Identified Barriers In The Acute Care Setting, Alex Ariri

Walden Dissertations and Doctoral Studies

Despite the Centers for Disease Control and Prevention recommendations to test patients ages 13 to 64 years for HIV at health care settings, routine HIV testing is lacking. As a result, many people are unaware of their HIV seropositive status. The purpose of this quantitative cross-sectional study was to examine relationships between HIV testing and provider type, knowledge, attitudes, and behaviors regarding HIV testing in the acute care setting. The study was informed by social cognitive theory. Using a convenient sampling method, a questionnaire derived from previous surveys (Society of General Internal Medicine and University of Washington) was sent to …


Social Network And Health Seeking Behavior Of Men Of West African Descent, Opeyemi Odewale Jan 2017

Social Network And Health Seeking Behavior Of Men Of West African Descent, Opeyemi Odewale

Walden Dissertations and Doctoral Studies

Men are less likely than women to seek help from health services providers regarding the health issues they face. In the United States, of the various race/ethnicity populations, Black American men are least likely to seek health related help, which is reflected in the substantially higher mortality and morbidity rates in Black American men compared to other populations. Guided by the social epidemiological framework, this study examined the relationship between social network measure and health help-seeking behavior among foreign-born and U.S.-born Black American men of West African descent residing in the state of Rhode Island. A cross-sectional study design with …


Assessment Of Postoperative And Postdischarge Wound Infection After Abdominal Hysterectomy, Jinni J. Amin Jan 2017

Assessment Of Postoperative And Postdischarge Wound Infection After Abdominal Hysterectomy, Jinni J. Amin

Walden Dissertations and Doctoral Studies

Surgical site infection (SSI) is the most common healthcare-associated infection. Approximately 2% to 14% of surgical patients are diagnosed with SSI, which may extend length of stay in the hospital or lead to readmission and may necessitate another surgical procedure. Patient readmission due to SSI costs health care industries about $3,000 to $29,000 per case and a total of $10 billion per year. The purpose of this quantitative cross-sectional retrospective study was to examine the association between SSI and teaching status, hospital ownership, and number of beds in the hospital. The epidemiological triad was used as a framework to describe …


Depressive Symptoms Among College Students: An Exploration Of Fundamental Cause Theory, Peter A. Carrico Jan 2017

Depressive Symptoms Among College Students: An Exploration Of Fundamental Cause Theory, Peter A. Carrico

Theses and Dissertations

Fundamental Cause Theory suggests that socioeconomic and demographic factors are causal to various illnesses, including depression. However, no known previously existing research has used Fundamental Cause Theory to create a model of depression among college students. To do this, the present study conducted a stepwise binomial logistic regression to examine how socioeconomic status and the sociodemographic variables of Gender, Race, and Sexual Orientation, and others predict depressive symptoms in a large sample of undergraduates when controlling for stressful life events and social support (N = 2,915). Results support the hypothesis that socioeconomic disparities in depressive symptoms are the result …


Health Aid In Africa: Placement, Service Utilization, And Benefit, Carrie Dolan Jan 2017

Health Aid In Africa: Placement, Service Utilization, And Benefit, Carrie Dolan

Theses and Dissertations

While the health sector has attracted significant foreign aid, evidence on the effectiveness of this support is mixed. This dissertation examines the allocation of health aid within the context of placement, service utilization, and benefit. The first paper examined the sub-national allocation of Chinese development aid projects across Africa. I determined how political preferencing of Chinese aid specifically, allocating aid to the birth region of the current political leader differs across sectors such as health, education, and transportation. I find some evidence that aid, more broadly defined, is subject to political preferencing in recipient countries, which could potentially limit its …


Children's Oncology Group Hospital Membership And Survival Of Pediatric Lymphoblastic Leukemia, Paul David Betts Jan 2017

Children's Oncology Group Hospital Membership And Survival Of Pediatric Lymphoblastic Leukemia, Paul David Betts

Walden Dissertations and Doctoral Studies

Acute lymphoblastic leukemia (ALL) predominates in children ages 0-14 years and has an excellent prognosis for cure with 5-year survival exceeding 90% in the United States. However, not all children experience such positive outcomes. The purpose of this quantitative, retrospective cohort study was to evaluate differences in survival of ALL among children who reside in the 32-county Texas-Mexico border region. While factors such as poverty and health insurance have been strongly associated with poorer cancer outcomes, additional factors such as geographic isolation and treatment disparities are not as well-documented in children. This study examined the association between use of Texas …


The Strategic Prevention Framework: Effectiveness Of Substance Abuse Prevention System, John Jinoh Park Jan 2017

The Strategic Prevention Framework: Effectiveness Of Substance Abuse Prevention System, John Jinoh Park

Walden Dissertations and Doctoral Studies

The strategic prevention framework (SPF) is a data-driven operating system to assist designing evidence-based substance abuse prevention programs. The study performed here was to assess the effectiveness of the SPF as a prevention planning system. One purpose of this study was to determine the implementation fidelity of the programs that used the SPF process; the other purpose was to assess effectiveness of the SPF process. This study utilized a set of data collected by the national cross site evaluation team on all jurisdictions that implemented the SPF. A subset of communities collected and reported at least 2 pre-implementation and at …


Religiosity As A Predictor Of Hpv Awareness And Knowledge, Karen Adelheid Reiner Jan 2017

Religiosity As A Predictor Of Hpv Awareness And Knowledge, Karen Adelheid Reiner

Walden Dissertations and Doctoral Studies

The Human Papillomavirus (HPV) is a common sexually transmitted infection (STI) and etiological agent of cervical cancer. It has been suggested that religiosity may promote a generalized disassociation between all STIs/STDs, including HPV, and personal relevance thus contributing to lower levels of HPV awareness and knowledge among certain groups. This study sought to identify the role of religiosity as a predictor of HPV awareness and knowledge among women in a Christian university. Religiosity was defined and measured using the Duke University Religion Index (DUREL). The schemata and social identity theories provided the theoretical framework for this study. A total of …


Safety Practices On Lead Poisoning Among Battery Technicians In Lagos Nigeria, Tajudeen Olusegun Rasheed Jan 2017

Safety Practices On Lead Poisoning Among Battery Technicians In Lagos Nigeria, Tajudeen Olusegun Rasheed

Walden Dissertations and Doctoral Studies

Maintaining due diligence on safety practices at the workplace of battery technicians is the most cost-effective intervention against lead-related hazards. The safety practice on lead poisoning in Nigeria is below average, and the compliance level is far from the expected target of 90%. Using Dejoy's workplace self-protective behavior theory, this study investigated multilevel factors that influence safety practices on lead poisoning and compared the rate of utilization of personal protective equipment by battery technicians in the organized and roadside settings. The study was a quantitative, cross-sectional survey design, and a multistage and systematic sampling technique was used to select 293 …


Brachytherapy And External Beam Radiation And Survival Of Jamaicans With Prostate Cancer, Salome Elizabeth Brown-Williams Jan 2017

Brachytherapy And External Beam Radiation And Survival Of Jamaicans With Prostate Cancer, Salome Elizabeth Brown-Williams

Walden Dissertations and Doctoral Studies

Jamaican males are a high-risk population for aggressive prostate cancer (PrCa) due to genetic influences, and identifying empirical data on treatments, which provide survival benefits is a prime challenge for clinicians who manage Jamaican PrCa patients. Thus, the purpose of this investigation was to elucidate treatment effects of brachytherapy and ERBT in the survival of a Jamaican PrCa cohort. Differences in survival outcomes of brachytherapy and ERBT treated Jamaican, and White U.S.-born PrCa patients with localized PrCa were compared. The mechanism of radiation programmed cell death in PrCa carcinogenesis explained in the oxidative stress theory, was the theoretical base for …


Knowledge Of Malaria Infection And Treatment-Seeking Behavior Among Tanzanian Pregnant Women, Emebet T. Derjew Jan 2017

Knowledge Of Malaria Infection And Treatment-Seeking Behavior Among Tanzanian Pregnant Women, Emebet T. Derjew

Walden Dissertations and Doctoral Studies

Despite the availability of effective drugs to prevent malaria during pregnancy using intermittent preventive treatment with Sulfadoxine-Pyrimethamine or Fansidar and insecticide bed net, use of these methods are still little used in Sub-Saharan Africa, including Tanzania. As a result, many pregnant women are at risk of malaria consequences such as maternal anemia and low birth weight babies, which increase the rate of infant mortality. Data from the Demographic Health Survey for Tanzania HIV/AIDs and the Malaria Indicator Survey 2011-2012 were used in a cross-sectional design guided by the health belief model. Logistic regression examined the association between (a) preventive treatment-seeking …


Patient Characteristics And Treatment Outcomes Among Tuberculosis Patients In Sierra Leone, Mohamed Lamin Sesay Jan 2017

Patient Characteristics And Treatment Outcomes Among Tuberculosis Patients In Sierra Leone, Mohamed Lamin Sesay

Walden Dissertations and Doctoral Studies

Despite decades of the implementation of the directly observed therapy short-course (DOTS), Sierra Leone is ranked among the 30 highest TB-burdened countries. Several factors account for unfavorable treatment outcomes, among which are patient characteristics. Previous studies have only focused on treatment compliance without any consideration for the factors that lead to noncompliance to treatment. The purpose of this study was to investigate patient characteristics that are associated with treatment noncompliance (treatment not completed) among TB patients undergoing the DOTS program in Sierra Leone. A retrospective longitudinal quantitative design was used to analyze secondary data from the completed records of 1,633 …


Gender Inequality In Women's Knowledge And Awareness Of Hiv/Aids In Port Harcourt, Maureen A. Wagbara Jan 2017

Gender Inequality In Women's Knowledge And Awareness Of Hiv/Aids In Port Harcourt, Maureen A. Wagbara

Walden Dissertations and Doctoral Studies

In Nigeria, gender inequality significantly impacts women's knowledge and awareness of the transmission of the human immunodeficiency virus (HIV) and the proliferation of acquired immunodeficiency syndrome (AIDS). Early marriage, traditional beliefs, religion, and polygamy all contribute to gender inequality. This study explored the role of these and other sociocultural practices in the gender inequalities that increase vulnerability of contracting HIV/AIDS among women in Port Harcourt, Rivers State, Nigeria. The study employed a phenomenological design, collected data through a semistructured interview approach, which was managed using NVivo software. The purposive sample comprised 20 female students from a college in Port Harcourt. …


Arizona's Mentally Ill And Their Use Of The Emergency Department, Charlalynn Harris Jan 2017

Arizona's Mentally Ill And Their Use Of The Emergency Department, Charlalynn Harris

Walden Dissertations and Doctoral Studies

Emergency departments (ED) are an integral component of the United States' health care system. The underlying factors related to ED use among Arizona's mentally ill are not fully understood and the patterns necessary to classify patients as frequent users have not been examined. The purpose of this study was to increase the understanding of frequent users and further examine the conditions by which they present to the ED. The theoretical foundation for this study was the fourth version of Andersen's behavioral model (1995) and this model's use to frame this study allowed for an objective analysis of ED use among …


Relationship Between Quality Of Life For Patients With Neuroendocrine Tumors And Novel Biomarkers, Stephanie L. Ford-Scheimer Jan 2017

Relationship Between Quality Of Life For Patients With Neuroendocrine Tumors And Novel Biomarkers, Stephanie L. Ford-Scheimer

Walden Dissertations and Doctoral Studies

Research in the field of neuroendocrine tumors (NETs) has increased over the last decade, including studies focused on biochemical markers (biomarkers) of the disease. There is also growing interest in how NETs impact patients' quality of life (QOL). Consequently, there is a paucity of information about whether the expression of the specific disease biomarkers affects QOL as well as whether the primary tumor site impacts QOL. Using the explanatory model of health promotion and quality of life in chronic disabling conditions as the theoretical framework and data collected with the Norfolk QOL-NET instrument, this study's purpose was to fill that …


Demographic Factors Associated With Consistent Hand Hygiene Adherence Among Icu Nurses, Sharon Lea Kurtz Jan 2017

Demographic Factors Associated With Consistent Hand Hygiene Adherence Among Icu Nurses, Sharon Lea Kurtz

Walden Dissertations and Doctoral Studies

Healthcare associated infections cause 75,000 to 80,000 deaths a year. Many are preventable with proper hand hygiene adherence (HHA). Worldwide, HHA range is between 40-60%, far below the 100% recommended. The purpose of this quantitative, cross-sectional, prospective study was to investigate any association between 15 demographic variables and HHA of ICU nurses. A convenience sample of 613 hand hygiene opportunities was collected by direct observation at each of 5ICUs (4 hospitals) in Texas for 8 consecutive hours each day for 3-5 days. The theoretical foundation guiding this study was the healthcare environment theory. The Statistical Package for Social Sciences software …