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Articles 9901 - 9930 of 11981
Full-Text Articles in Medicine and Health Sciences
Graduate Nurse Pediatric Emergency Nursing Orientation Program, Mindi Lynne Johnson
Graduate Nurse Pediatric Emergency Nursing Orientation Program, Mindi Lynne Johnson
Walden Dissertations and Doctoral Studies
Research has found that the turnover rate of graduate nurses within their first year is significantly high. Specialties such as pediatric and emergency nursing have even a higher turnover rate. It has been suggested that significant amounts of stress and lack of skills are responsible for the turnovers. This quality improvement project, which is theoretically based on Benner's novice to expert theory, will examine if a lack of a specialized pediatric emergency graduate nurse orientation program is a contributing factor. The purpose of the project is to improve retention of graduate nurses by implementing a specialized orientation program that focuses …
Relationships Between The Coordinated School Health Program And Childhood Obesity In Tennessee, Tekeela Shonta Green
Relationships Between The Coordinated School Health Program And Childhood Obesity In Tennessee, Tekeela Shonta Green
Walden Dissertations and Doctoral Studies
Childhood obesity rates have increased nationwide, but rates of childhood obesity are higher in Tennessee (TN). The Coordinated School Health (CSH) Program is a multicomponent approach designed to improve academics and health in children in Tennessee; however, researchers have not evaluated the 8 components of the plan and the impact it has on weight in children. The purpose of the study was to determine if a relationship existed between the Coordinated School Health Program and obesity in children. The conceptual framework for this study was Bandura's social cognitive theory. One hundred forty CSH coordinators in TN were surveyed and the …
Association Between Psychological Trauma From Assault In Childhood And Metabolic Syndrome, W Sumner Davis
Association Between Psychological Trauma From Assault In Childhood And Metabolic Syndrome, W Sumner Davis
Walden Dissertations and Doctoral Studies
Metabolic syndrome and its component conditions of hypertension, obesity, and insulin resistance are on the increase in United States. Metabolic syndrome substantially increases the risk of cardiovascular disease and type 2 diabetes (T2D). To date, no published study has examined the relationship between psychological traumas from physical and/or sexual assault in childhood and metabolic syndrome or its components. This study, using the psychoneuroimmunology (PNI) model, investigated associations between psychological trauma (physical/sexual abuse) in childhood and metabolic syndrome in adulthood using data from the Midlife in the United States II (MIDUS-II) study. This research was undertaken to investigate whether a history …
An Examination Of Physician Resistance Related To Electronic Medical Records Adoption, Terrence Duncan
An Examination Of Physician Resistance Related To Electronic Medical Records Adoption, Terrence Duncan
Walden Dissertations and Doctoral Studies
The 2009 American Recovery and Reinvestment Act, signed under the Obama administration, mandated physicians to complete certification for electronic medical records (EMRs). Despite these mandates and the increased access to information technology, slow adoption rates persist on the use of EMRs. Guided by the theory of planned behavior and the technology acceptance model, the purpose of this quantitative study was to examine the relationship between the independent variables perceived ease of use, perceived usefulness, perceived behavioral control, perceived social influence, attitudes toward EMR, and the dependent variable user acceptance. This study identified physicians in the United States as end-users of …
Weight Management Of Women Of Childbearing Age, Marcia Hagen
Weight Management Of Women Of Childbearing Age, Marcia Hagen
Walden Dissertations and Doctoral Studies
Black River Memorial Hospital identified obesity as a priority health concern in its rural service area; this concern was in line with the county's needs assessment. It was identified that women of childbearing age affect the lifestyle and health choices of their families and that they are at higher risk for the additional health risks associated with obesity affecting pregnancy and birth. Despite the identification of these risk factors, the factors that affect healthy weight management have not been well understood. Using the life course theory, a qualitative inquiry in the form of a structured interview was developed with local …
The Association Between Asthma Management And Routine Posture Exercise, Anne-Marie Lydie Coleman
The Association Between Asthma Management And Routine Posture Exercise, Anne-Marie Lydie Coleman
Walden Dissertations and Doctoral Studies
Asthma cannot be cured, but it can be managed. Asthma management is a public health issue that is complex. Medication, asthma triggers, age, and the environment are all factors that impact asthma management. There is a gap in research in terms of what lifestyle characteristics need to be in place in order for adults to manage asthma. Shaw found that posture care is a lifestyle variable that should be explored as it relates to asthma management in older adults. The Life University Clinic (Marietta, GA) sees asthmatic patients daily and teaches them about a posture care routine through a program …
Development Of An Electronic Health Record Educational Project For Staff Nurses, Nanah Sheriff Sesay
Development Of An Electronic Health Record Educational Project For Staff Nurses, Nanah Sheriff Sesay
Walden Dissertations and Doctoral Studies
Abstract
The use for electronic health records (EHRs) by 2015 is being mandated through incentive payments for health care providers. Evidence-based literature has shown that almost half of the hospitals in the Unites States have not adopted EHRs, and many nurses have not been educated to effectively use them. In order to enhance and sustain EHR adoption by hospitals, nurses need to be educated on EHRs' usability. The purpose of this project was to develop an evidence-based EHR educational project for nurses on how to enter nursing assessments, document patients' medical data, and communicate effectively with patients and health care …
A Case Study Of Respect Among Young Urban African American Men, Morgan Zenobia London
A Case Study Of Respect Among Young Urban African American Men, Morgan Zenobia London
Walden Dissertations and Doctoral Studies
Many young adult African American men living in urban areas adopt a style of self-presentation known as the gangsta image in an attempt to earn and maintain what they may perceive to be respect, self-esteem, and social status. While these young men succeed in earning the respect of their peers, they also may jeopardize their chances of succeeding in mainstream society by engaging in an alienating lifestyle related to their alternative form of status. The purpose of this case study was to explore the concepts of respect and self-esteem as defined by a culture-sharing group of young African American men …
Toxicity Of Leaf Extract Of Acer Spp. On Equine Erythrocytes, Bailey Katherine Dye
Toxicity Of Leaf Extract Of Acer Spp. On Equine Erythrocytes, Bailey Katherine Dye
Undergraduate Honors Thesis Projects
Red maple toxicosis is a phenomenon that occurs in equines after the consumption of dried or wilted red maple (Acer rubrum L.) leaves. Within the erythrocytes, it causes hemolysis, methemoglobinemia, and Heinz body development. The toxic agent of red maple leaves has not yet been identified; however, the development of hemolytic anemia and methemoglobinemia in equines after ingestion of the leaves, suggests that the toxin is acting as a strong oxidant. Some studies have noted that not only are wilted red maples leaves toxic to equines, but that wilted leaves of other maple species may also be toxic. Therefore, …
Planning A Smoking Cessation Program In A Mental Health Hospital, Victoria Omuson
Planning A Smoking Cessation Program In A Mental Health Hospital, Victoria Omuson
Walden Dissertations and Doctoral Studies
The incidence of smoking among mentally ill people is very high. Smokers have a 50%, rate of mental illness diagnosis compared with 23% rate for general population. To address this problem, the purpose of this project was to plan a smoking cessation program for patients in a mental health facility. The theoretical foundation for this project was based on the theory of planned behavior, which identifies the predictive nature of smoking and the benefits that can be derived from implementing a systematic approach for change. The project question examined the effectiveness of smoking cessation program using educational support, pharmacological strategies, …
Bayesian Nonparametric Cross-Study Validation Of Prediction Methods, Lorenzo Trippa, Levi Waldron, Curtis Huttenhower, Giovanni Parmigiani
Bayesian Nonparametric Cross-Study Validation Of Prediction Methods, Lorenzo Trippa, Levi Waldron, Curtis Huttenhower, Giovanni Parmigiani
Publications and Research
We consider comparisons of statistical learning algorithms using multiple data sets, via leave-one-in cross-study validation: each of the algorithms is trained on one data set; the resulting model is then validated on each remaining data set. This poses two statistical challenges that need to be addressed simultaneously. The first is the assessment of study heterogeneity, with the aim of identifying a subset of studies within which algorithm comparisons can be reliably carried out. The second is the comparison of algorithms using the ensemble of data sets. We address both problems by integrating clustering and model comparison. We formulate a Bayesian …
Women And Thyroid Disease: Treatment Experiences And The Doctor-Patient Relationship, Laura J. Mccormick
Women And Thyroid Disease: Treatment Experiences And The Doctor-Patient Relationship, Laura J. Mccormick
Walden Dissertations and Doctoral Studies
Thyroid disease, a chronic illness, affects nearly 200 million people worldwide and is more common among women than in men. Numerous factors make diagnosing and treating thyroid disease in women challenging. The standard blood test for diagnosing thyroid disease and determining treatment effectiveness is inconsistent in its accuracy. Many women with thyroid disease are misdiagnosed or struggle with symptoms even once receiving treatment. Although thyroid disease is highly prevalent among women and the doctor-patient relationship is known to influence treatment outcomes, there is a gap in the literature regarding the treatment experiences of women with thyroid disease and the doctor-patient …
Evaluation Of Post-Deployment Ptsd Screening Of Marines Returning From A Combat Deployment, Erika L. Hall
Evaluation Of Post-Deployment Ptsd Screening Of Marines Returning From A Combat Deployment, Erika L. Hall
Walden Dissertations and Doctoral Studies
The purpose of this quantitative study was to examine whether the post-deployment screening instrument currently utilized to assess active-duty Marines for symptoms of PTSD upon their return from a combat deployment can be solely relied upon to accurately assess for PTSD. Additionally, this study sought to compare the number of Marines who have sought trauma-related mental health treatment based on their answers on the Post-Deployment Health Assessment (PDHA) to the number who have sought trauma-related mental health treatment based on their answers on their PTSD Checklist - Military Version (PCL-M). The participants in this study were comprised of a sample …
Patchy Progress On Obesity Prevention: Emerging Exemplars, Entrenched Barriers, And New Thinking, Christina A. Roberto, Boyd Swinburn, Corinna Hawkes, Terry T-K Huang, Sergio Costa, Marice Ashe, Lindsey Zwicker, John H. Cawley, Kelly D. Brownell
Patchy Progress On Obesity Prevention: Emerging Exemplars, Entrenched Barriers, And New Thinking, Christina A. Roberto, Boyd Swinburn, Corinna Hawkes, Terry T-K Huang, Sergio Costa, Marice Ashe, Lindsey Zwicker, John H. Cawley, Kelly D. Brownell
Publications and Research
Although there have been positive pockets of change, no country has yet turned around its obesity epidemic. Preventing an increase in obesity prevalence will require urgent actions from government as well as a broader spectrum of stakeholders than previously emphasized. In this paper, we review a number of regulatory and non-regulatory actions taken around the world to address obesity and discuss some of the reasons for the patchy progress. In addition, we preview the papers in this Lancet series, which each identify priority actions on key obesity issues and challenge some of the entrenched dichotomies that present obesity and its …
A Guide For Delivering Evidence - Based Discharge Intructions For Emergency Department Patients, Andre Walker
A Guide For Delivering Evidence - Based Discharge Intructions For Emergency Department Patients, Andre Walker
Walden Dissertations and Doctoral Studies
Discharge instructions provided to patients discharged from the emergency department (ED) are often provided in a way that is neither clear nor concise. Patients are often discharged home without a clear understanding of their diagnosis, medications, reasons to return to the ED, follow-up instructions, or how to manage their care at home during their illness. Therefore, a guideline needed to be developed in order to help the ED staff provide clear and concise discharge instructions to patients discharged from the ED. The Ace Star Model of Knowledge Transformation was the foundation for the development of the evidence-based guideline. A formative …
African American Eighth Grade Students' Attitudes Toward Hiv/Aids In The District Of Columbia, Enock Kolawole Adewuyi
African American Eighth Grade Students' Attitudes Toward Hiv/Aids In The District Of Columbia, Enock Kolawole Adewuyi
Walden Dissertations and Doctoral Studies
The group most affected by HIV/AIDS, according to the Centers for Disease Control and Prevention (CDC), is African Americans. The purpose of this study was to explore the knowledge of HIV/AIDS held by African American children as a first step towards developing prevention strategies for these youths. In order to bridge the knowledge-behavior gap, this study sought to investigate the attitude towards HIV/AIDS of African American 8th grade students. The study involved secondary data from the 2012 District of Columbia (DC) Middle School Youth Risk Behavior Survey, obtained from the District of Columbia Office of Superintendent of Education (OSSE). Guided …
Barriers To Receiving The Influenza Vaccine In Adults 65 Years And Older, Melissa Madalone
Barriers To Receiving The Influenza Vaccine In Adults 65 Years And Older, Melissa Madalone
Walden Dissertations and Doctoral Studies
Vaccination is regarded by many as the most effective means of reducing influenza infection and disease; however, many people in the United States are hospitalized from flu-related illness each year. Adults 65 years and older account for more than half of these hospitalizations and almost all flu-related deaths. This project aimed to identify barriers to receiving the influenza vaccine among the adult population (> 65 years of age) in a community setting. The goal was to develop a teaching tool that would assist practitioners towards improving influenza vaccination rates among this population. The Health Belief Model was the theoretical framework …
Peer Support Education For Uncontrolled Hypertension Among African Americans Adults, Melvina Juliana Semper
Peer Support Education For Uncontrolled Hypertension Among African Americans Adults, Melvina Juliana Semper
Walden Dissertations and Doctoral Studies
Hypertension is a major chronic health problem that can lead to heart attack, stroke, and kidney failure. African Americans disproportionately suffer from the morbidity and mortality of hypertension-related illnesses. The purpose of this comparative project was to determine the impact of peer support educational workshops as an avenue for lifestyle modification, using changes in blood pressure (BP) before and after participation. The target population consisted of 64 African Americans with hypertension in Brooklyn NY, aged 20 to 65 years old. BP measurements were taken within 1 month before and after participating in a weekly peer support educational workshop facilitated by …
Preventative Strategies To Improve Birth Outcomes Among African American Women In Rhode Island, Yvonne Michele Heredia
Preventative Strategies To Improve Birth Outcomes Among African American Women In Rhode Island, Yvonne Michele Heredia
Walden Dissertations and Doctoral Studies
Despite increased access to prenatal care, birth outcomes continue to be a major source of disparity among women in the United States. The focus on lifestyle choices and negative behaviors prior to a pregnancy to reduce adverse birth outcomes has become a well-documented strategy. The purpose of this study was to determine if preparing for a pregnancy in advance improves birth outcomes for African American women of childbearing age between the ages of 12 and 45 years in the State of Rhode Island (RI). The theoretical foundation for this study was based on Prochaska's model of change, which is also …
Client-Centered Care Approach To Group Home Care, Peniel Mugo Wambugu
Client-Centered Care Approach To Group Home Care, Peniel Mugo Wambugu
Walden Dissertations and Doctoral Studies
Scholars since the 19th century have focused on the provision of care in group homes and have demonstrated that structure (that is, the staff, facilities, and equipment), is critical in the delivery of care. The researchers, however, advocate doing for, rather than doing with the clients the activities that address the clients' welfare. The purpose of this study is to investigate how a client-centered approach would affect the quality of care delivered to the mentally challenged individuals (MCIs) in a group home. The study employed the quality-care framework in which the emphasis is on structure (skills), process (efficiency), and outcome …
Preceptor Training And Nurse Retention, Laurie Lynn Squillaci
Preceptor Training And Nurse Retention, Laurie Lynn Squillaci
Walden Dissertations and Doctoral Studies
Nurse turnover is a significant problem that has led to a nursing shortage in hospitals, particularly in rural hospitals. The nursing shortage will continue to grow if changes are not implemented to retain qualified nurses. Nurse turnover puts patients at risk for substandard care and increases healthcare-related costs, as organizations try to recoup costs to train and orient new nurses. Retention, turnover, and quality of care are important organizational drivers. One strategy that targets each of these drivers is to have newly hired nurses partake in a preceptorship, where a preceptor facilitates the assimilation and amalgamation of newly hired nurses …
Novel Delivery Systems For Iron Replenishment, Naresh Modepalli
Novel Delivery Systems For Iron Replenishment, Naresh Modepalli
Electronic Theses and Dissertations
Iron is an integral part of hemoglobin and essential for the production of red blood cells. Iron deficiency and the resulting anemia are major nutritional deficiency disorders. The majority of patient populations suffering from iron deficiency anemia (IDA) are women of child bearing age and children of all ages. Iron deficiency is a complication of various other chronic conditions. Oral iron salts or colloidal parenteral iron formulations are treatment options for iron replenishment since several decades, but they are associated with severe side effects along with other patient noncompliance issues. Transdermal delivery of iron could be a potential alternative to …
Are New Sodium Targets In The National School Lunch Program Feasible And Are They Necessary?, Yaneve Shemesh
Are New Sodium Targets In The National School Lunch Program Feasible And Are They Necessary?, Yaneve Shemesh
PCOM Biomedical Studies Student Scholarship
In many societies, high salt intake is a continuing issue in adults, and is of growing concern in children due to the prevalence of processed foods. In response, the USDA has set three targets for sodium in meals offered in the National School Lunch Program (NSLP), and the National School Breakfast Program (NSBP). This 8-year goal is meant to decrease overall sodium levels in both meal programs. However, many associated with school nutrition ask if there is significant evidence to show what effect sodium plays on children’s health, and thus determine if these targets are necessary or achievable. In addressing …
The Influence Of Matrix Stiffness On Extracellular Matrix Protein Expression In 3d Encapsulated Mammary Fibroblasts, Kathryn Woods
The Influence Of Matrix Stiffness On Extracellular Matrix Protein Expression In 3d Encapsulated Mammary Fibroblasts, Kathryn Woods
PCOM Biomedical Studies Student Scholarship
A disease that transcends all races is breast cancer, the second leading cause of death among women with cancer. One factor, which participates in breast tumor progression, is the extracellular matrix (ECM), an acellular, protein-rich entity, which drives several cell, processes shown to promote tumorigenesis. Specifically, abnormal expression patterns and cross-linking of matrix fibers induces a more dense tissue structure, which has been reported to drive breast cancer progression. Alterations in ECM expression and cross-linking are in part due to carcinoma-associated fibroblasts (CAFs), activated fibroblasts which deposit copious ECM in the breast tumor environment. The goal of this study is …
Enhanced Cgmp-Dependent Signaling In Astrocytes: Novel Therapeutic Target In Alzheimer's Disease, Nyema M. Woart
Enhanced Cgmp-Dependent Signaling In Astrocytes: Novel Therapeutic Target In Alzheimer's Disease, Nyema M. Woart
PCOM Biomedical Studies Student Scholarship
Over five million Americans suffer from Alzheimer’s Disease (AD), with an expected 34% increase in the incidence in this disease over the next decade. Unfortunately, there is no cure for AD. Recent studies have indicated that drugs which increase the levels of cyclic guanosine-3’5’-monophosphate (cGMP) may help preserve learning and memory in AD and enhance cognition in the aging brain; however, the mechanism(s) of how cGMP exerts this beneficial effect is unknown. The present findings now suggest that elevation of cGMP in astrocytes depresses inhibitory potassium currents in these cells to stimulate their protective influence on neuronal activity. Cellular currents …
Use Of Swine Small Intestine Submucosa As A Dermal Suture, Paige E. Black
Use Of Swine Small Intestine Submucosa As A Dermal Suture, Paige E. Black
PCOM Biomedical Studies Student Scholarship
The purpose of this preliminary study is to determine if swine small intestine submucosa (SIS) can be used to create a suture that will perform comparably to commercially available chromic gut sutures when placed into a wound in rat dermis. This study is part of an ongoing collaboration that has explored SIS as a biologic scaffold in various tissues and surgical procedures. In this study, eight Sprague-dawley rats were divided into two groups, each receiving a full thickness skin wound between the scapula, made by a 5mm biopsy punch. The wound was then closed with commercially available chromic gut suture, …
Inducible Depletion Of Satellite Cells In Adult, Sedentary Mice Impairs Muscle Regenerative Capacity Without Affecting Sarcopenia, Christopher S. Fry, Jonah D. Lee, Jyothi Mula, Tyler J. Kirby, Janna R. Jackson, Fujun Liu, Lin Yang, Christopher L. Mendias, Esther E. Dupont-Versteegden, John J. Mccarthy, Charlotte A. Peterson
Inducible Depletion Of Satellite Cells In Adult, Sedentary Mice Impairs Muscle Regenerative Capacity Without Affecting Sarcopenia, Christopher S. Fry, Jonah D. Lee, Jyothi Mula, Tyler J. Kirby, Janna R. Jackson, Fujun Liu, Lin Yang, Christopher L. Mendias, Esther E. Dupont-Versteegden, John J. Mccarthy, Charlotte A. Peterson
Physical Therapy Faculty Publications
A key determinant of geriatric frailty is sarcopenia, the age-associated loss of skeletal muscle mass and strength. Although the etiology of sarcopenia is unknown, the correlation during aging between the loss of activity of satellite cells, which are endogenous muscle stem cells, and impaired muscle regenerative capacity has led to the hypothesis that the loss of satellite cell activity is also a cause of sarcopenia. We tested this hypothesis in male sedentary mice by experimentally depleting satellite cells in young adult animals to a degree sufficient to impair regeneration throughout the rest of their lives. A detailed analysis of multiple …
Twenty Years After International Conference On Population And Development: Where Are We With Adolescent Sexual And Reproductive Health And Rights?, Venkatraman Chandra-Mouli, Joar Svanemyr, Avni Amin, Helga Fogstad, Lale Say, Françoise Girard, Marleen Temmerman
Twenty Years After International Conference On Population And Development: Where Are We With Adolescent Sexual And Reproductive Health And Rights?, Venkatraman Chandra-Mouli, Joar Svanemyr, Avni Amin, Helga Fogstad, Lale Say, Françoise Girard, Marleen Temmerman
Obstetrics and Gynaecology, East Africa
The International Conference on Population and Development in Cairo in 1994 laid out a bold, clear, and comprehensive definition of reproductive health and called for nations to meet the educational and service needs of adolescents to enable them to deal in a positive and responsible way with their sexuality. In the context of the ongoing review of the International Conference on Population and Development Programme of Action and the considerations for a post-2015 development agenda, this article summarizes the findings of the articles presented in this volume and identifies key challenges and critical answers that need to be tackled in …
Challenges And Opportunities For Implementing Evidence-Based Antenatal Care In Mozambique: A Qualitative Study, Adriano Biza, Ingeborg Jille-Traas, Mercedes Colomar, Maria Belizan, Jennifer Requejo Harris, Beatrice Crahay, Mario Merialdi, My Huong Nguyen, Fernando Althabe, Alicia Aleman, Eduardo Berge, Alicia Carbonell, Leonardo Chavane, Therese Delvaux, Diederike Geelhoed, Metin Gülmezoglu, Celsa Regina Malapende, Armando Melo, Nafissa Bique Osman, Mariana Widmer, Marleen Temmerman, Ana Pilar Betrán
Challenges And Opportunities For Implementing Evidence-Based Antenatal Care In Mozambique: A Qualitative Study, Adriano Biza, Ingeborg Jille-Traas, Mercedes Colomar, Maria Belizan, Jennifer Requejo Harris, Beatrice Crahay, Mario Merialdi, My Huong Nguyen, Fernando Althabe, Alicia Aleman, Eduardo Berge, Alicia Carbonell, Leonardo Chavane, Therese Delvaux, Diederike Geelhoed, Metin Gülmezoglu, Celsa Regina Malapende, Armando Melo, Nafissa Bique Osman, Mariana Widmer, Marleen Temmerman, Ana Pilar Betrán
Obstetrics and Gynaecology, East Africa
Background: Maternal mortality remains a daunting problem in Mozambique and many other low-resource countries. High quality antenatal care (ANC) services can improve maternal and newborn health outcomes and increase the likelihood that women will seek skilled delivery care. This study explores the factors influencing provider uptake of the recommended package of ANC interventions in Mozambique.
Methods: This study used qualitative research methods including key informant interviews with stakeholders from the health sector and a total of five focus group discussions with women with experience with ANC or women from the community. Study participants were selected from three health centers located …
Barriers To Modern Contraceptive Methods Uptake Among Young Women In Kenya: A Qualitative Study, Rhoune Ochako, Mwende Mbondo, Stephen Aloo, Susan Kaimenyi, Rachel Thompson, Marleen Temmerman, Megan Kays
Barriers To Modern Contraceptive Methods Uptake Among Young Women In Kenya: A Qualitative Study, Rhoune Ochako, Mwende Mbondo, Stephen Aloo, Susan Kaimenyi, Rachel Thompson, Marleen Temmerman, Megan Kays
Obstetrics and Gynaecology, East Africa
Background: Young women in Kenya experience a higher risk of mistimed and unwanted pregnancy compared to older women. However, contraceptive use among youth remains low. Known barriers to uptake include side effects, access to commodities and partner approval.
Methods: To inform a youth focussed behaviour change communication campaign, Population Services Kenya developed a qualitative study to better understand these barriers among young women. The study was carried out in Nyanza, Coast, and Central regions. Within these regions, urban or peri-urban districts were purposively selected based on having contraceptive prevalence rate close to the regional average and having a population with …