Medicine and Health Sciences Commons^™

Alara+: Summit On Radiation And Orthopedic Risks In Fluoroscopic Laboratories: Endorsed By Acc, Acvp, Ase, Hrs, Scai, Sir, Snis, Svin, And Svs, Arash Salavitabar, Amit N. Vora, Dorothea Altschul, J. Fritz Angle, Chelsea Ballinger, Andrew Bojanowski, Anna E. Bortnick, Kyle Bugg, Emily Carpenter, Robert E. Foster, Joanna Ghobrial, Matthew Glogoza, Atul Gupta, James B. Hermiller, A. Kyle Jones, Summer L. Kaplan, Steven J. Kraus, Omar Khalique, Andrea Klein, Nick Morse, Preethi Ramchand, David G. Rizik, Lucy M. Safi, Cheryl C. Schultz, Kamala P. Tamirisa, R. Jay Widmer, Kristi Wilson, Jonathan X. Fang, Arnold Seto, Robert F. Riley

Department of Neurosurgery Faculty Papers

Occupational radiation exposure has a clear association with long-term health effects and has a particular impact on women, trainees, and supporting staff. There is a reliance on limited, traditional radiation protection and nonergonomic equipment, which carries associated orthopedic injury rates with adverse impacts on both individual career trajectories and health systems, and with significant challenges to widespread implementation of enhanced radiation protection devices. During the 2025 Society for Cardiovascular Angiography & Interventions Scientific Sessions in Washington, DC, a multidisciplinary Think Tank summit was convened and included representatives from multiple stakeholders, including other professional societies, advocacy groups, and industry partners. The …

Government Health Care Worker Training Needs For Intestinal Schistosomiasis Morbidity Management, Phyllis Isaiah, Betty Nabatte, Lauren Wilburn, John Oryema, Noah Ukumu, Morris Okumu, Juma Nabhonge, Hilda Kyarisiima, Prudence Beinamaryo, Christopher Opio

Internal Medicine, East Africa

Background Schistosomiasis causes substantial chronic morbidity in sub-Saharan Africa, yet case definitions, clinical management guidance, and health worker training for schistosomiasis-related morbidity remain limited.

Methods We conducted a qualitative needs assessment for schistosomiasis morbidity management. Workshops were held over one day in each of Pakwach, Buliisa, and Mayuge Districts in Uganda in October 2024. 105 government health workers participated including clinicians, nurses, laboratory technicians, sonographers, and district health managers from health facilities at different levels of care. The workshops comprised six structured sessions: presentations on schistosomiasis burden in Uganda and the SchistoTrack cohort, a clinical case report by an expert …

Social Relationships, Mental Health, And Stigma: A Qualitative Study Of Social Networks And Hiv Disclosure In Western Kenya, Sarah Obatsa, Adel Mburia-Mwalili, Salvador Jauregui, Karla Wagner, Lukoye Atwoli, Francesca Odhiambo, Jayne Lewis-Kulzer, Suzanne Goodrich, Kara Wools-Kaloustian, Jennifer Syvertsen

Internal Medicine, East Africa

The disclosure of one’s HIV-positive status is a personal decision that can play an important role in engagement in HIV treatment and care. Social network approaches situate individuals within broader webs of social connections that influence health and wellbeing and thus hold the potential to elucidate key social factors shaping the process of disclosure. As part of a larger clinical study examining how substance use and mental health shape HIV outcomes, we recruited 61 individuals newly diagnosed with HIV at two clinics in Western Kenya to participate in an egocentric social networks study. We conducted a survey that generated a …

Ambulatory Blood Pressure Monitoring Phenotypes And Circadian Blood Pressure Patterns Among Adults Referred For Diagnostic Evaluation At Aga Khan University Hospital, Nairobi, Kenya: A Retrospective Cross-Sectional Study, Nadeem Kassam, Mzee Ngunga, James Orwa, Alisa Bhojani, Mohamed Varwani, Swaffiya Salim, Yvonne Oketch, Salim Surani, Anthony Ochola, Barbara Karau, Jeilan Mohamed, Etienne Amendezo

Internal Medicine, East Africa

Introduction: hypertension represents the primary modifiable risk factor for cardiovascular disease and poses a public health challenge in sub-Saharan regions, with Kenya experiencing particularly low detection and control rates. Traditional office-based blood pressure measurements often fail to detect key phenotypes, such as white-coat and masked hypertension. Ambulatory Blood Pressure Monitoring (ABPM) offers a comprehensive 24-hour profile that excludes white-coat hypertension and allows for the evaluation of circadian patterns, including nocturnal hypertension and non-dipping status, both of which are recognized as high-risk phenotypes strongly linked to adverse cardiovascular events. This study evaluated ABPM data from Aga Khan University Hospital, Nairobi …

Recurrent Upper Gastrointestinal Bleeding Due To Gastric Arteriovenous Malformation, Lavender Otom, Priyanka Panwar, Gerald Odong, Christopher Opio, Saleem Abdulkarim

Internal Medicine, East Africa

We present the case of a 45-year-old male with repeated episodes of upper gastrointestinal bleeding due to a gastric arteriovenous malformation (AVM). The case underscores the diagnostic challenges, multidisciplinary decision-making, and management considerations associated with gastrointestinal vascular malformations. Given the rarity of gastric AVMs and their potential for serious complications, this report highlights the importance of an integrated approach to diagnosis and treatment, including advanced imaging and endovascular interventions.

Beta2-Agonist And Anti-Inflammatory Combination Therapy For Asthma Rescue: A Paradigm Shift In Asthma Care, Neil Skolnik, Jessica Stieritz, Julie Akers, Timothy Hudd, Wendy L. Wright, Ileen Gilbert, Nazrin Yusufova, Bill Cook, Emily Robb, Henry Naddaf

Abington Jefferson Health Papers

The Global Initiative for Asthma (GINA) report and national and international guidelines have shifted away from short-acting beta2-agonist (SABA)-only bronchodilators as first-line asthma rescue therapy, recognizing that both bronchoconstriction and inflammation underlie the increase in symptoms preceding an exacerbation. Instead, the GINA Committee supports strategies to reduce inflammation, such as anti-inflammatory reliever (AIR) therapy (as-needed, low-dose inhaled corticosteroid [ICS]–formoterol or SABA–ICS for symptom relief) and single maintenance and reliever therapy (SMART) or maintenance and reliever therapy (MART; i.e., ICS–formoterol used as both maintenance and as-needed rescue therapy). This narrative review discusses the rationale behind the move toward AIR and SMART …

Assessing Aflatoxin Knowledge, Perceptions, And Related Practices, In A Rural Coastal Community: A Population-Based Cross-Sectional Survey, Rosebella Iseme, Joseph Abuodha, Anthony Ngugi, Innocent Abayo, Mansoor Saleh

Population Health, East Africa

Background

Aflatoxin contamination is a significant yet under-addressed food safety challenge in low-resource settings, driven by a complex interplay of environmental, agricultural, and socio-economic factors. Limited access to agricultural inputs, inadequate post-harvest handling and storage, and weak regulatory enforcement alongside food scarcity and climate change heighten the risk of contamination and exposure. Human exposure is associated with serious health consequences, including hepatocellular carcinoma, immune suppression, and childhood stunting. Although aflatoxin is increasingly recognized as a global food safety concern, little is known about community-level knowledge, risk perceptions, and preventive practices. This study examined household heads’ awareness, perceptions, and behaviours related …

Satellite-Derived Longitudinal Evidence Of Flood Effects On Community Water And Sanitation Resilience In Coastal Kenya, Felix Oluoch, Rosebella Iseme, Fredrick Gudda, Alfred Keter, Rachel Odhiambo, Jai Das, Zulfiqar Bhutta, Anthony Ngugi

Population Health, East Africa

Background Flooding can disrupt water, sanitation and hygiene services in low-income rural and peri-urban settings, yet there is limited quantitative evidence on how repeated flood exposure affects safe water and sanitation over time at the level of Community Health Units (CHUs), which are the operational units for primary health care in Kenya.

Methods We analysed repeated CHU-level data from ten Community Health Units in Kilifi County, Kenya, across eleven surveillance rounds from 2017 to 2024. For each round, we calculated the percentage of households with safe drinking water and with access to a functional latrine, and linked these outcomes to …

Content Matters, Context Matters: Unraveling Behavior Dynamics In An Online Health Community For Tobacco Cessation, Tavleen Singh, Runzhi Zhou, Kayo Fujimoto, Sahiti Myneni

Faculty, Staff and Student Publications

Objectives: The objective of this research was to examine the content and context-specific information diffusion patterns underlying communication pertaining to tobacco use from online health communities (OHCs).

Materials and methods: We utilized a mixed-methods approach comprising multidimensional qualitative coding to identify themes and communication attributes, automated text analysis leveraging advances in large language models (LLMs) to classify message content and context, and social network analysis to examine the dynamics of peer interactions in this study. Using QuitNet, an online tobacco cessation forum (n = 64 632 members, n = 2.39 million forum messages spanning 2000-2015), we extracted message-level features …

Full-Body Ai Agent: A Perspective On Multi-Scale Collaborative Ai For Systemic Biology And Precision Medicine., Aoqi Wang, Jiajia Liu, Jianguo Wen, Yangyang Luo, Zhiwei Fan, Liren Yang, Xi Hu, Ruihan Luo, Yankai Yu, Sophia Li, Weiling Zhao, Xiaobo Zhou

Faculty, Staff and Student Publications

Artificial intelligence (AI) is increasingly applied to biomedical research, but most current systems remain limited to specific tasks, data types, or biological scales. This makes it difficult to connect molecular alterations, organelle dysfunction, cellular behavior, tissue remodeling, organ physiology, systemic regulation, and whole-body phenotypes into coherent biological reasoning. In this Perspective, we propose the Full-Body AI Agent as a hypothetical multi-agent framework and conceptual blueprint for future systemic biology and precision medicine, rather than a fully implemented software platform. This framework envisions a supervisory Full-Body AI Agent coordinating seven biological-level agents, namely Molecule, Organelle, Cell, Tissue, Organ, Organ System, and …

06-16-26 Bor Hsc Committee Notice Of Meeting, Patricia Serna

HSC Committee (A subcommittee of the UNM Board of Regents)

06-16-26 BOR HSC Committee Notice of Meeting

Remote Hr-Guided High-Intensity Interval Training With Weekly Health Monitoring In Breast Cancer Patients During Chemotherapy: A Moderation Analysis Of Physiological Predictors, Madara Ketlīna Štarka-Rantiņa, Rudolfs Ceseiko, Martins Campa, Maksims Zolovs, Greta Franceska Jermolenko, Kristaps Eglitis, Alicia Llorente, Aija Linē, Aija Klavina

Baltic Journal of Health and Physical Activity

Background: The study aimed to investigate the effects of a six-month remotely monitored heart rate – guided high-intensity interval training (HIIT) program on aerobic capacity, functional performance, and weekly self-reported health outcomes in women with stage II–III breast cancer undergoing neoadjuvant chemotherapy. Materials and methods: Fifty-six women (mean age 47 ± 8 years) were randomly assigned (1:1) to a HIIT group or a control group (CG). Thirty-five participants were included in analyses (HIIT group = 17; CG = 18). HIIT group performed 4 × 4-minute HIIT sessions at the intensity of 85–95% of the peak heart rate, two to three …

Effects Of Garden Exposure On Physician Assistant Students, Richard Gilbert Jr., Anne Schempp, Daniel Martin

Inquiry: The Journal of the Virginia Community Colleges

Introduction: Stress and burnout within the physician assistant student population has been an evolving topic in physician assistant education. Greenspaces have been utilized for the reduction of stress and improvement of overall well-being.

Methods: Using a mixed methods survey methodology, participating physician assistant students were evaluated on their perceived stress levels both pre and post-exposure to a garden area. Both quantitative and thematic qualitative data was synthesized to evaluate the garden’s effect on the physician assistant student stress levels.

Results: A linear mixed effects model revealed that participants significantly improved stress outcomes from pre-test to post-test (ꞵ = 3.83, CI95% …

Supporting Nurse Practitioner Autonomy: A Policy Proposal To Advance Hospice Np Scope, Lauren Hochart

Doctor of Nursing Practice Final Manuscripts

The Nurse Practitioner (NP) profession has achieved many advancements in its autonomy and scope of practice in the last 61 years since becoming a recognized advanced practice registered nursing role. However, some areas of healthcare still limit the NPs ability to practice autonomously even though it is within their scope of practice. This is notable in the subspecialty of hospice care with regards to certifying a terminal diagnosis as part of eligibility determination for a Medicare beneficiary to be able to receive covered hospice services. This health policy paper reviews current hospice regulations and provides evidence to support the benefits …

Exercise Prescription For Adults With Prediabetes In The Primary Care Clinic, Katherine W. Hall

Doctor of Nursing Practice Final Manuscripts

Prediabetes affects approximately one in three adults in the United States, with an estimated 10% progressing to Type 2 Diabetes Mellitus (T2DM) annually. Despite strong evidence supporting exercise as a first-line intervention to prevent disease progression, most patients in primary care settings do not receive structured physical activity counseling. This evidence-based project (EBP) aims to address this gap by implementing a standardized protocol to assess baseline physical activity levels and deliver individualized exercise prescriptions to adults with prediabetes in the primary care clinic.

Eligible participants, defined by HbA1c values between 5.70% and 6.49%, were identified during routine primary care visits …

Enhancing Tardive Dyskinesia Screening In An Outpatient Psychiatry Training Clinic: A Quality Improvement Initiative, Ariel Davalos

Doctor of Nursing Practice Final Manuscripts

Background: Tardive Dyskinesia (TD) is a debilitating, often irreversible movement disorder caused by prolonged exposure to dopamine receptor-blocking agents, affecting 15-30% of patients on long-term antipsychotic therapy. Despite endorsement of the Abnormal Involuntary Movement Scale (AIMS) as the gold standard for TD screening, the condition remains significantly under-diagnosed. Purpose: This quality improvement project evaluated whether a 45-minute educational intervention could improve PMHNP trainees’ confidence and competence in TD recognition and AIMS administration. Methods: Guided by the Iowa Model of Evidence-Based Practice, the project used a pre-post survey design with a planned one-month follow-up across two clinical training sessions. Ten PMHNP …

Empowering Healing And Recovery: Adverse Childhood Experiences Screening In A Cognitive Behavioral Therapy Intensive Outpatient Program, Serena C. Lee

Doctor of Nursing Practice Final Manuscripts

Purpose: This evidence-based practice project implemented Adverse Childhood Experiences (ACEs) screening in an adult Cognitive Behavioral Therapy Intensive Outpatient Program (COG IOP) at San Diego's largest behavioral health hospital to identify ACE exposure, deliver supportive interventions, and enhance clinician competency in trauma-informed care.

Background: ACEs are potentially traumatic experiences occurring before age 18 that are associated with toxic stress and worsening health outcomes. Despite evidence linking ACEs to adverse outcomes and substantial healthcare costs, routine ACE screening is not standardized in behavioral health settings.

Methods: Guided by the San Diego 8A's Evidence-Based Practice model, eligible patients were offered ACEs screening …

Reducing Preoperative Anxiety In Patients Undergoing Gynecologic-Oncology-Related Surgeries, Iman Sean Lavine-Richardson

Doctor of Nursing Practice Final Manuscripts

Elevated levels of preoperative anxiety are associated with adverse effects in the postoperative period. Evidence demonstrates the effectiveness of incorporating multimedia into preoperative education to alleviate preoperative anxiety. This project aims to decrease preoperative anxiety levels and increase satisfaction and feelings of preparedness in patients scheduled to undergo gynecologic-oncology-related procedures through the implementation of an evidence-based practice (EBP) informational video. The San Diego 8A’s EBP model was utilized to guide this project. Data was collected, anonymously, through online questionnaires which included the Anxiety Specific to Surgery Questionnaire (ASSQ) to assess anxiety levels and Likert-scale questions to assess satisfaction and feelings …

Implementation Of Comprehensive Checklist For Opioid Use Disorder Treatment In Primary Care, Sophia R. Madden

Doctor of Nursing Practice Final Manuscripts

Background: The escalating opioid crisis demands a comprehensive approach to Opioid Use Disorder (OUD) management. Patients often face comorbid mental illnesses, infectious diseases, concurrent substance use, and social determinants of health (SDOH)—all of which increase the risk of treatment attrition. Standardizing care through evidence-based clinical practice guidelines and tools is essential for improving treatment quality and consistency.

Purpose: This project aimed to increase comorbidity screenings and improve resource access for OUD patients at a San Diego Internal Medicine primary care office by implementing a comprehensive care checklist based on the American Society of Addiction Medicine (ASAM) guideline.

Methods: The ASAM …

Optimizing Lactation Support: Enhancing Patient-Centered Care And Breastfeeding Self Efficacy Through Data-Driven Survey Analysis, Jessica L. Doshay

Doctor of Nursing Practice Final Manuscripts

Objective: The objective of this project was to implement evaluation of an integrated lactation support model within a multi‑site pediatric primary care organization to assess patient experience and breastfeeding confidence associated with a lactation consultation.

Background: Optimizing the patient experience is an indicator of healthcare quality. Improving breastfeeding outcomes remains a national priority. Structured lactation support delivered by International Board-Certified Lactation Consultants (IBCLCs) enhances breastfeeding outcomes, the impact of this is often undocumented in primary care settings.

Methods: This quality improvement project was conducted within the lactation department of a multicenter pediatric clinic in Southern California. Pediatric clinicians who were …

Evaluating The Role Of Ultrasound As A Tool For Airway Assessment And Management For Anesthesia Providers, Alexyss Capestany

Doctor of Nursing Practice Final Manuscripts

Introduction: The ability to predict and manage difficult intubations is a critical component of airway management in clinical practice.

Background: Ultrasound airway assessment has emerged as a valuable tool in predicting difficult intubation, yet its integration into routine clinical practice remains limited. This Doctor of Nursing Practice (DNP) project aimed to educate healthcare providers, specifically nurse anesthetists, on the use of ultrasound to assess airway anatomy and enhance prediction of difficult airways.

Methods: An evidence-based airway assessment, the Difficult Airway Evaluation with Sonography (DARES), was implemented during a single-day skills fair. Participants received both didactic instruction and hands-on training focused …

Enhancing Emergency Department Preparedness For Amniotic Fluid Embolism Through Evidence-Based Simulation Training, Olivia M. Smoak

Doctor of Nursing Practice Final Manuscripts

Maternal mortality in the United States remains a significant and worsening public health concern, with increasing reliance on emergency departments (EDs) as access points for maternal care. Emergency clinicians are therefore more likely to encounter high-acuity obstetric emergencies, including maternal cardiac arrest and amniotic fluid embolism (AFE), yet often receive limited formal training in these conditions. Simulation-based education, interdisciplinary training, and cognitive aids have been identified as effective strategies to improve performance in high-risk, low-frequency events.

The purpose of the evidence-based practice project was to evaluate whether an interdisciplinary simulation with obstetric-led debrief and introduction of the AFE checklist improves …

Innovating Adhd Care: A Doctoral Capstone On A Pilot Adult Adhd Diagnostic Clinic Implementation, Fozia Aman

Doctor of Nursing Practice Final Manuscripts

Objective: To evaluate whether an APRN-led pilot Adult ADHD Diagnostic Clinic within a large academic healthcare system in the San Diego area improves timely access to diagnostic evaluation and optimizes care disposition for adults with suspected ADHD.

Background: Attention-Deficit/Hyperactivity Disorder (ADHD) is characterized by inattention and/or hyperactivity-impulsivity that interferes with functioning in daily life. It often emerges in childhood and persists into adulthood, affecting approximately 360 million adults globally. Despite its prevalence and associated functional and psychiatric burden, adult ADHD remains underdiagnosed and undertreated due to limited primary care training, stigma, and reduced access to psychiatric services, resulting in delayed …

Sleep Tight: A Sleep Hygiene Bundle For Adults To Improve Sleep Quality In A Skilled Nursing Facility, Meaghan Corbin

Doctor of Nursing Practice Final Manuscripts

Abstract

Nearly two thirds of skilled nursing facility (SNF) residents report poor sleep. Negative consequences of poor sleep are depressed mood, anxiety, pain, cognitive impairment, increased risk for dementia, fatigue, decreased concentration, and lower activity participation. A review of literature has shown that implementation of non-pharmacological sleep interventions can significantly improve sleep quality. The aim to screen SNF residents on current self-reported sleep quality and provide non-pharmacological sleep interventions. The evidence-based project utilized the 8 A’s Model. Using the Pittsburg Sleep Quality Index (PSQI), a resident with a score above 0, received the non-pharmacological sleep hygiene bundle: eye mask, earplugs, …

Improving Antihypertensive Medication Adherence Through Education And Follow- Up Phone Calls In A Primary Care Setting, Sarah Peterson

Doctor of Nursing Practice Final Manuscripts

Hypertension affects nearly half of adults and significantly increases the risk of stroke and cardiovascular disease; however, poor medication adherence remains a primary barrier to effective blood pressure management. The purpose of this evidence-based practice (EBP) project was to improve antihypertensive medication adherence among adult patients in a primary care setting. Guided by the Iowa Model of Evidence-Based Practice to Promote Quality Care, the project utilized a pre-test/post-test design at a private practice clinic. The sample included adults with a hypertensive diagnosis and active prescriptions. Medication adherence was defined as the Morisky Medication Adherence Scale (MMAS-8) scores, measured before and …

Improving Transition To Adult Care: Assessing Health Insurance Literacy In Adolescent Patients With Congenital Heart Disease, Kaitlyn V. Mudge

Doctor of Nursing Practice Final Manuscripts

Background: With advances in surgery and medical management, 95% of children with congenital heart disease (CHD) survive into adulthood. Transition to adult care is an intricate process. Up to 60% of adolescents fail to follow through with cardiology care, facing three times the risk of needing emergency services. Only 25% of young adults with CHD knew of the need to change their care to an adult provider and to acquire health insurance as an adult. One barrier to successful transition is a lack of insurance coverage and limited insurance health literacy. Higher insurance literacy is associated with increased utilization …

Implementation Of Symptom Management Standing Order Sets In An Ambulatory Palliative Care Clinic, Anna Manfreda

Doctor of Nursing Practice Final Manuscripts

Background: As outpatient palliative care expands, the need for timely, evidence-based symptom management has become increasingly critical. In many ambulatory settings, triage nurses are the first point of contact for patient symptom reporting; however, without standing orders, management may vary by provider availability and individual practice patterns, leading to potential treatment delays and inconsistencies in care from evidence-based recommendations.
Purpose: The purpose of this Doctor of Nursing Practice project was to improve the workflow and quality of gastrointestinal (GI) symptom management in an ambulatory palliative care clinic.
Framework: This project was guided by the Iowa Model Revised: Evidence-Based Practice to …

Enhancing Emergency Preparedness In California High Schools: A Policy Framework For Implementing Nata-Compliant Emergency Action Plans Through Multidisciplinary Task Forces, Jennifer Lu

Doctor of Nursing Practice Final Manuscripts

Abstract

Background: Sudden cardiac arrest (SCA) is the leading cause of death in young athletes, yet it is highly survival with proven measures: a structured emergency action plan (EAP), cardiopulmonary resuscitation (CPR) training, and access to an automated external defibrillator (AED) within 3 minutes can raise survival rates to 90%. Despite this, high schools show inconsistent compliance, largely due to the lack of fragmented oversight and lack of standardized practices

Purpose of Project: This proposal advocates for multidisciplinary task forces to enforce venue-specific, National Athletic Trainers Association (NATA)-compliant EAPs across California high schools, with the goal of improving emergency response …

Trends Of Pediatric Psychotropic Polypharmacy In Massachusetts Before And During The Covid-19 Pandemic, Gianna D'Ambrozio

Graduate Doctoral Dissertations

Youth in the U.S. and internationally are increasingly being diagnosed with depression and related psychiatric conditions (Murthy, 2021) many of whom are being subjected to non-evidence-based, or what has been termed irrational, psychotropic polypharmacy (Barnett & Concepcion Zayas, 2019). Psychotropic polypharmacy can be defined as “the use of 2 or more psychiatric medications in the same patient,” (Zito et al., 2021) though definitions can vary. Using data from the Center for Health Information Analysis’ Massachusetts All-Payer Claims Database, this study examined the sociodemographic factors associated with high rates of polypharmacy, a hypothesized increase in pediatric psychotropic polypharmacy rates in Massachusetts …

Accessibility And Daily Cigarette Consumption Among Indonesian Adolescents: A Descriptive Study, Noviana Lathifah, Istiqomah Hanifah Rachman, Anisa Isnaini, Gloria Threesia Piliphinsa Simatupang

Journal of Indonesian Health Policy and Administration

Despite restrictive regulations, Indonesia faces a high prevalence of adolescent smoking, facilitated by easy access to tobacco products. This descriptive study aims to describe cigarette accessibility patterns and daily consumption trends among Indonesian adolescents. A cross-sectional study was conducted using secondary data from the 2019 Global Youth Tobacco Survey (GYTS) involving 9,208 respondents. Descriptive analysis was performed to examine the distribution of age at smoking initiation, daily cigarette consumption, and purchasing accessibility. The majority of respondents started smoking at ≥14 years of age. Daily cigarette consumption showed an increasing trend with age, with older adolescents more likely to consume more …