Medicine and Health Sciences Commons^™

Utilization Of An Open-Access Markerless Motion Analysis Software For A Biomechanics Movement Analysis Project., Tamra L. Llewellyn, Michael J. Nolan

Educational Practices in Kinesiology

The movement analysis project (MAP) is a common assignment in many undergraduate biomechanics courses. The purpose of this article is to introduce kinesiology educators to an open-source, AI-enabled, markerless software for motion capture, OpenCap, which can be used in MAP and research. This tool is currently being used in an in-person, upper-level, undergraduate biomechanics course where students are required to have taken Anatomy & Physiology. There is very little time, money, or expertise needed to implement this resource. Using 2 iPads on tripods and the OpenCap app and web-based interface, movements can be quickly converted to skeleton visualization and joint …

Comparative Analysis Of Artificial Intelligence (Ai) Implications For Active Learning And Assessment At Various Curricular Levels Of Stem And Health Sciences In Developed Versus Underprivileged Countries, Vinay Munlapudi, Santanu De

FDLA Journal

Today’s all-pervasive emergence of artificial intelligence (AI) necessitates a comprehensive evaluation of its role in education, especially for occupational disciplines in health sciences and STEM. AI has reshaped student learning and instructors’ navigation of the evolving, post coronavirus infectious disease (COVID-19) global academic landscape. This study aimed at encapsulating evidence-based AI implications for student-centered, active learning and assessment at various curricular levels of science, technology, engineering, mathematics (STEM) and health sciences education in developed versus underprivileged or less developed countries. An extensive, scoping review of 65 recent, scholarly publications was conducted over six months through diverse search engines (PubMed, Google …

Assessment Of Parents' Informational Needs Before Pediatric Day Care Surgery In Makkah City, Saudi Arabia, Ammar H. Habiballah, Raghad Y. Shosho, Raed M. Babukur, Sultan M. Banser, Sarah S. Almohammadi, Muhannad M. Alharbi, Thekra A. Alwafi, Shahad S. Alkabkabi, Raed F. Alsufi

Saudi Toxicology Journal

Introduction Pediatric surgical procedures can be highly stressful for children and their parents due to factors such as limited understanding, lack of control, and anxiety. The study aims to assess the informational needs of parents of children scheduled to undergo day care surgery in Makkah City, Saudi Arabia. Methodology A cross-sectional study was conducted over six months. The study included parents or caregivers of children scheduled for day care surgery in Makkah City, Saudi Arabia.A convenient sampling techniques was used for participant selection. Data were analyzed using SPSS software. Results The study included 380 participants and assessed parental informational needs …

Perilaku Merokok Dan Paparan Informasi Bahaya Merokok Di Media Pada Penduduk ≥15 Tahun: Analisis Potong Lintang Gats Indonesia 2021, Hana Aulia Putri, Izza Nayla Paramitha, Nuha Nazeeha, Rahma Amalia

Perilaku dan Promosi Kesehatan : Indonesian Journal of Health Promotion and Behavior

Background. Smoking remains a significant health problem in Indonesia. Although anti-smoking information is disseminated through various media, exposure levels and effectiveness among adults are not clearly documented.

Objective. To describe the proportion of anti-smoking information exposure among Indonesian adults by media type (television, radio, billboards, newspaper/magazines, internet, and others) and compare exposure between smokers and non-smokers using GATS 2021 data.

Methods. Cross-sectional study using Global Adult Tobacco Survey (GATS) Indonesia 2021 data. A total of 9,156 respondents aged ≥15 years were analyzed descriptively to determine exposure proportions by smoking status across multiple media channels.

Results. Television showed the highest exposure …

The Effectiveness Of "Little Doctor" Training On Health Knowledge And Behavior Of Karawang Primary Students (2025), Aurelia A. Erawan, Shahnaz F. Azzahra, Rubee P. Risdiyanto, Patricia Andini, Muhammad K. Ramadhan, Ailsa T. Kirana, Istingadah Desiana Md, Raden M. Rifada Md

Perilaku dan Promosi Kesehatan : Indonesian Journal of Health Promotion and Behavior

Background. Acute respiratory infection (ARI) remains a major public health problem in Indonesia, with West Java reporting the highest incidence. Poor Health-Related Behavior (HRB) practices are associated with increased ARI risk. The "Little Doctor" program is a government initiative that focuses on school health and aims to promote HRB among students. Along with this goal, this study aimed to determine the effectiveness of the program in improving knowledge of HRB and ARI among elementary school students in Pancawati Village, Karawang Regency.

Methods. This study employs a quasi-experimental one-group pretest-posttest design. Participants were selected based on inclusion criteria referring to the …

Perceived Trustworthiness As A Pathway Linking Adhd Traits To Large Language Models Dependency: Evidence From Uk And Chinese Samples, Ala Yankouskaya, Mohammad Amin Kuhail, Haibo Yang, Xiaokun Wang, Jiaojiao Chen, Tina Yunsi Ma, Sameha Alshakhsi, Guandong Xu, Raian Ali

All Works

Large language models (LLMs) create contexts in which individual differences may shape reliance on digital systems. Drawing on neurodiversity, this study examined whether perceived trustworthiness of user’s primary LLM mediates associations between attention-deficit/hyperactivity disorder (ADHD) traits and LMM dependencyinstrumental and relationship LLM dependency. Adults in the UK (n = 567) and China (n = 577) reported ADHD traits, perceived LLM trustworthiness of LLM, and both types of dependency. Across samples, higher ADHD traits were associated with lower trustworthiness, whereas greater trustworthiness was associated with greater instrumental and relationship dependency, yielding negative indirect effects. In the UK, direct ADHD-dependency associations were …

Decreased Frequency Of Splenectomy For High-Grade Splenic Injuries Following The Implementation Of An Interventional Radiology Alert Protocol., Maura Kopchak, John Bach, William B Devoe, Brian Dusseau, Katherine A Graham, John Dillis, Thomas Glusich, Jeff Hubartt

OhioHealth Research Institute Articles

Background A vascular interventional radiology (VIR) protocol was initiated at a mature level 2 trauma center on 3/1/2023 to reduce time to vessel puncture to < 60 minutes as per American College of Surgeons (ACS) guidelines. The average time to vessel puncture in the two years prior to protocol initiation was 102 minutes. Following initiation, time to vessel puncture was reduced to 48.2 minutes (p < 0.001). A statistically significant increase in the number of splenic embolizations was noted in the post-protocol group. The primary outcome of the current study was to evaluate if the initiation of a VIR protocol correlated with a statistically significant decrease in splenectomies for high-grade splenic injuries (American Association for the Surgery of Trauma (AAST) grade 3 or higher) in favor of splenic embolization. The secondary outcomes of the study were to assess whether the initiation of the VIR alert protocol improved our rate of splenic salvage, defined as preserved splenic immune function, and if there was a decreased rate of splenectomies across all injury grades. Methods The trauma registry database was queried for all splenic injuries from 1/1/2021 to 9/1/2024. Admission CT scans were used to grade injuries using the AAST Organ Injury Scale. Demographic and clinical characteristics, including severity of illness (ISS), admission INR, age, blood product required pre- and post-intervention, mortality, sex, length of stay, anticoagulant (AC)/antiplatelet (AP) use, mechanism of injury, and need for REBOA (resuscitative endovascular balloon occlusion of the aorta) placement, were collected for all patients. Patients were further broken down into those requiring splenectomy, embolization, or no intervention. Data were analyzed using chi-square and Mann-Whitney U with Jamovi Version 2.3.26.0 (The Jamovi Project, 2023). Results No statistically significant difference was found for clinical or demographic characteristics between groups. Fewer splenectomies and more splenic embolizations were performed in the post-protocol group for high-grade splenic injuries (grade 3), which was statistically significant (p< 0.001). This was also true when all grade splenic injuries were compared (p< 0.001). Conclusion Following the establishment of an institutional VIR alert protocol for active hemorrhage control in trauma patients, more frequent utilization of angioembolization for high-grade splenic injuries was found with a subsequent decrease in splenectomy rate. Implementation of the VIR alert protocol directly correlated with a shift in practice pattern reflecting attempts at splenic salvage for all injury grades.

Staff Education To Improve Staff Knowledge, Confidence, And Competency In The Use Of The Zung Self-Rating Depression Scale, Theresa Buabeng

Walden Dissertations and Doctoral Studies

Staff Education to Improve Staff Knowledge, Confidence, and Competency in the Use of the Zung Self-Rating Depression Scale

Improving Medication Adherence Through Structured Telephone Follow-Up To Reduce 30-Day Readmissions Among Adult Patients With Heart Failure, Angela Dean Hamilton

Walden Dissertations and Doctoral Studies

This Doctor of Nursing Practice (DNP) evidence-based quality improvement (QI) project addressed high 30-day hospital readmission rates among adults with heart failure (HF), a problem associated with poor medication adherence and inadequate transitional care that nurses are uniquely positioned to address through discharge education, medication reconciliation, and postdischarge follow up to improve patient safety and quality of care. The practice-focused question asked: In adult patients discharged with HF, how does a structured, nurse-led, telephone follow-up intervention focused on medication adherence, compared with usual discharge care, affect 30-day hospital readmission rates over a 90-day implementation period? The purpose of this DNP …

Implementing Routine Trauma Screening Using The Ace Questionnaire And Pcl-5, Esther Amune

Walden Dissertations and Doctoral Studies

This evaluation of a quality improvement initiative addressed inconsistent trauma screening and electronic documentation at an outpatient site. The baseline trauma-screening completion rate was 60%, below the organization's 80% target. The gap was relevant to nursing because nurses support screening, documentation, referral, coordination, and follow-up. The practice-focused question addressed whether the Adverse Childhood Experiences (ACE) Questionnaire and the Posttraumatic Stress Disorder Checklist for the fifth edition of the Diagnostic and Statistical Manual of Mental Disorders (DSM-5), or PCL-5, would improve documented screening completion and trauma-informed treatment planning over 10 weeks. The purpose was to incorporate both tools into care and …

Staff Education To Improve Skills In Detecting And Addressing Medication Nonadherence Among The Psychiatric Nursing Staff, Uchenna Owunna

Walden Dissertations and Doctoral Studies

This Doctor of Nursing Practice (DNP) project was a staff education project focused on addressing the knowledge gap of medication nonadherence patterns by the psychiatric nurses in outpatient settings. Nonadherence to psychiatric medications is a major health issue that leads to disruptions of care and symptom relapse, hospitalization, and suboptimal treatment outcomes as well as high healthcare costs. Thus, improving the capacity of the psychiatric nurses to enhance medication adherence through staff education is essential. The purpose of this DNP project was to determine if a comprehensive medication adherence education program would increase psychiatric nurses’ knowledge and skills in assessing …

Implementation Of A Standardized Columbia-Suicide Severity Rating Scale Screening Process In An Outpatient Psychiatric Practice, Dela Mensah Frimpong

Walden Dissertations and Doctoral Studies

This doctoral project was an organizational change initiative designed to implement a standardized suicide risk screening process in an outpatient psychiatric practice. The identified practice problem was inconsistent staff use and documentation of suicide risk screening, which could result in missed warning signs, delayed provider notification, incomplete documentation, and inconsistent follow-up care. Suicide risk identification is an essential nursing responsibility and a key component of patient safety (The Joint Commission, 2024; Zero Suicide, n.d.). The practice-focused question examined whether staff education and implementation of a standardized Columbia-Suicide Severity Rating Scale (C-SSRS) workflow would improve staff compliance, documentation completion, and knowledge …

Staff Education On Medication Nonadherence In Primary Care Clinic, Priscillia Adaugo Obasi

Walden Dissertations and Doctoral Studies

This doctor of nursing practice (DNP) project was a staff education initiative designed to address the practice problem of a lack of evidence-based approaches to patient education on medication compliance in a primary care clinic. A literature search was conducted using PubMed, CINAHL, MEDLINE, and the Cochrane Library search engines/databases, revealing nine studies that supported the premise that patient education can promote medication compliance. A practice-focused question underpinning this project was: Will staff education on evidence-based methods for educating patients about the importance of medication adherence result in increased staff knowledge? Baseline staff knowledge and educational needs were obtained using …

Improving Pcu Nurses’ Knowledge Of Evidence-Based Mindfulness Techniques Through Targeted Education, Dairia Moore Mohammed

Walden Dissertations and Doctoral Studies

The progressive care unit (PCU) is a high-acuity setting in which nurses manage patients with complex health conditions, respond to rapid changes in clinical status, and navigate ongoing physical and emotional demands. The practice problem that I addressed was, presently, stress-management support is typically informal, optional, and reactive rather than systematic, evidence-based, and preventive. The purpose of this project was to implement and evaluate a structured educational intervention designed to increase nurses’ knowledge of evidence-based mindfulness breathing techniques that could be integrated into the daily PCU workflow. The practice-focused question was: In PCU nurses in an acute care setting, how …

Reducing Urinary Tract Infections In Long-Term Care Residents, Felicity Antwi

Walden Dissertations and Doctoral Studies

This quality improvement (QI) project addressed delays in diagnosing urinary tract infections (UTIs) at a skilled nursing facility (SNF), where reliance on urine culture testing and patient monitoring resulted in an average diagnostic period of 72 hours. A high UTI incidence and UTI-involved hospitalization rate are both nurse-sensitive indicators that are important to address in the nursing practice context because they portend negatively for nursing quality and safety. This quality improvement (QI) project addressed the practice-focused question: among long term care (LTC) residents with suspected UTIs in a nursing home (NH), how does reducing the diagnostic period from 72 hours …

Terahertz Electromagnetic Effects And Chirality-Induced Spin Selectivity In Dna, F. Matthew Mihelic Md

Faculty Publications

The effects of terahertz electromagnetic stimulation of the DNA molecule can be understood through modeling of the quantum logical mechanics of the DNA molecule.  Coherent conduction of electron spin states along the aromatic nucleotide base pairs and chirality-induced spin selectivity are two characteristics of the DNA molecule that are involved in the precise separation of the double-stranded DNA molecule at a specific location.  Such modeling can inform predictions of DNA strand separation and has significant implications for understanding DNA transcription bubble formation.

Interpreting Continuous Glucose Monitoring Through Metabolic Physiology: A Framework For Precision Nutrition In Type 2 Diabetes, Jitendra D. Belani

College of Pharmacy Faculty Papers

Background: Type 2 diabetes is characterized by substantial interindividual variability in postprandial glucose responses, yet continuous glucose monitoring (CGM)-derived glucose patterns are commonly described using quantitative metrics without sufficient consideration of the physiological mechanisms that generate them. Objective: To develop a physiology-based framework for interpreting CGM-derived glycemic phenotypes in relation to dietary exposures and individual metabolic characteristics, thereby supporting precision nutrition in adults with type 2 diabetes. Methods: A structured narrative review of the literature was conducted using PubMed to identify studies examining CGM, postprandial glucose regulation, dietary exposures, metabolic physiology, and precision nutrition. Evidence was synthesized within a predefined …

Dose-Expansion Study Of Obi-999, A Globo H-Targeting Antibody-Drug Conjugate, In Patients With Advanced Solid Tumors, Apostolia Maria Tsimberidou, Darren Sigal, Anna Varghese, Daniel Vaena, Li-Yuan Bai, Ming-Huang Chen, Chun-Nan Yeh, Chia-Jui Yen, Mehmet A Baysal, Abhijit Chakraborty, Ingly Lee, Chi-Sheng Shia, Konul Ristoski, Dong Xu

Children’s Nutrition Research Center Staff Publications

Background: OBI-999 is an antibody-drug conjugate consisting of the Globo H-targeting antibody OBI-888 linked to the cytotoxic payload monomethyl auristatin E. In a dose-escalation study, the OBI-999 recommended phase 2 dose (RP2D) was 1.2 mg/kg every 3 weeks. This dose-expansion study evaluated the efficacy and safety of OBI-999 in patients with pancreatic cancer, colorectal cancer (CRC), or other tumor types ("basket cohort") and tumoral Globo H H-scores ≥100 (NCT04084366).

Patients and methods: Patients were treated at RP2D of OBI-999. We assessed response, progression-free survival (PFS), treatment-emergent adverse events (TEAEs), and pharmacokinetics of OBI-999.

Results: Of 29 patients treated, …

Hematopoietic Stem And Progenitor Cell Reprogramming During Breast Cancer Progression Promotes Myeloid-Biased Hematopoiesis, Emily Maria Eul

Arts & Sciences Graduate Student Theses and Dissertations

Breast cancer progression is associated with systemic immune dysregulation characterized by the expansion of immunosuppressive myeloid populations that promote tumor progression, metastasis, and resistance to therapy. However, the mechanisms that sustain pathological myeloid expansion remain incompletely understood. In particular, it remains unknown whether solid tumors functionally reprogram hematopoietic stem and progenitor cells (HSPCs) to drive enhanced myeloid output and if bone-derived signals can regulate tumor-associated hematopoietic remodeling. In murine models of primary and metastatic breast cancer, tumor progression induced the remodeling of the hematopoietic compartment, characterized by the expansion of HSPCs, enhanced myeloid differentiation, and systemic accumulation of myeloid populations. …

Immigration Status And Lung Cancer Diagnosis In U.S. First-Generation Immigrants, Valeriya Lockwood

Walden Dissertations and Doctoral Studies

The healthy immigrant effect (HIE) is an observed phenomenon in which immigrants exhibit better health outcomes than native-born residents, though relatively few studies have examined its role in chronic diseases in the United States. The purpose of this quantitative cross-sectional study was to assess the associations between immigration status, age, sex, race/ethnicity, median household income, and geographic location and lung cancer diagnosis in first-generation immigrant adults aged 18 or older. The subsequent health trajectory model provided the theoretical framework for the study. Data were obtained from the SEER*Stat Database 1975-2022 (N = 1,993). Binomial regression analysis showed that immigrants were …

Implementation Of An Electronic Gad-7 Screening Tool To Improve Anxiety Screening Completion And Documentation, Obiageli L. Ukatu

Walden Dissertations and Doctoral Studies

Quality Improvement Initiative Implementation of an Electronic GAD-7 Screening Tool to Improve Anxiety Screening Completion and Documentation

Implementation Of A Fall-Prevention Clinical Practice Guideline In A Neurological Rehabilitation Center, Ron L. Adolph

Walden Dissertations and Doctoral Studies

This executive summary presents the final plan for implementation of an evidence-based fall-prevention clinical practice guideline on an open neurological rehabilitation unit. It does not propose a new device, a new electronic platform, or a separate education-only initiative. The practice change is the implementation and evaluation of a structured interdisciplinary clinical practice guideline designed to reduce inpatient falls and improve the reliability of daily prevention practices. The unit reports a baseline fall rate of 6.3 falls per 1,000 patient days. Thirty-five staff members from nursing, therapy, and support roles completed the survey, and 57% reported that patients had experienced falls …

Staff Education To Increase Knowledge Of Universal Protocol And Surgical Readiness Documentation Among Ambulatory Surgery Staff, Miranda Gould

Walden Dissertations and Doctoral Studies

This Doctor of Nursing Practice (DNP) project evaluated the impact of a structured staff educational intervention on ambulatory surgery center (ASC) staff knowledge of Universal Protocol and SOAP (Surgeon, Operating Room, Anesthesia, and Preprocedure Ready) documentation. A practice gap was identified in staff knowledge of perioperative safety processes that are essential for preventing surgical safety events. The purpose of this doctoral project was to improve ASC staff knowledge of Universal Protocol and SOAP readiness documentation through an evidence-based educational intervention designed to strengthen perioperative safety practices. The practice-focused question was: According to the evidence, in multi-specialty ASC staff, what is …

Executive Summary On Prolonged Emergency Department Waiting Period, Peace Adaugo Ezirim

Walden Dissertations and Doctoral Studies

Emergency departments (EDs) are essential access points to healthcare for patients with urgent and emergent conditions. Yet, many EDs face persistent challenges, including overcrowding, prolonged wait times, and delays in care. These challenges can significantly affect patient safety, quality of care, and overall healthcare outcomes. Patients presenting with symptoms, such as cardiac, pulmonary, or abdominal discomfort, may initially appear clinically stable, but their conditions can deteriorate rapidly while awaiting evaluation by a provider. Without structured reassessment processes and efficient communication systems, early warning signs of clinical decline may be missed. ED crowding has become a widespread operational and patient safety …

Staff Education On Evidence-Based Weight Management Strategies For Adults With Mental Health Disorders And Type Ii Diabetes Mellitus, Abimbola Oluwafunmilayo Somoye

Walden Dissertations and Doctoral Studies

Summary The type of project is a staff education project, specifically on evidence-based weight loss strategies that the facility can use to manage adults with type 2 diabetes mellitus (T2DM) and co-morbid mental health disorder(s). The evidence-based practice (EBP) question is: Does educating staff on weight loss strategies for T2DM with mental health disorder(s) improve staff knowledge and confidence within one month of staff education program implementation? The facility’s staff managed these patients using standardized diabetes management practices and have no formal staff education program that focuses on evidence-based weight loss strategies for this population. The staff has a vast …

Staff Education To Increase Knowledge And Shape Attitudes Among Staff To Improve Control Of Hypertension In Primary Care, Doris Marie Mosby-Peterson

Walden Dissertations and Doctoral Studies

This doctoral project was an evidence-based staff education intervention designed to improve healthcare team knowledge, attitudes, and clinical practices related to the management of uncontrolled hypertension within a federally qualified health center (FQHC). The practice problem addressed was the persistent challenge of uncontrolled hypertension among patients receiving primary care services, which contributes to increased risk for cardiovascular disease, stroke, and preventable health disparities. Thus, the practice-focused question that guided the project asked whether a multidisciplinary staff education program at a rural FQHC improve healthcare staff’s knowledge, skills, attitudes, and workflow related to the management of uncontrolled hypertension? Findings demonstrated statistically …

A Proposal For An Evidence-Based Program For Communication Continuity, Yavonne G. Evans

Walden Dissertations and Doctoral Studies

This doctor of nursing practice (DNP) executive leadership project is a practice-focused quality improvement initiative to reduce avoidable 30-day hospital readmissions in a skilled nursing facility by implementing the INTERACT communication tools, SBAR and STOP & WATCH. The practice problem is the lack of a standardized communication process for recognizing changes in resident conditions, contributing to preventable hospitalizations. The project's purpose was to develop an evidence-based communication process that promotes early recognition and timely provider intervention. The practice-focused question asked whether implementing INTERACT communication tools would improve communication and reduce avoidable acute care transfers. A focused literature search was conducted. …

Improving Chronic Disease Monitoring In Patients With Diabetes And Hypertension Through Guideline-Adherent Care, Olukemi Ogunmakinwa

Walden Dissertations and Doctoral Studies

Evidence-based chronic disease monitoring is essential for improving outcomes among adults with diabetes and hypertension; however, inconsistent application of clinical practice guidelines may result from gaps in healthcare providers' knowledge, confidence, and competency. Staff education is an effective strategy for strengthening evidence-based practice and promoting consistent guideline implementation. Purpose: The purpose of this Doctor of Nursing Practice (DNP) staff education project was to develop, implement, and evaluate a structured educational program to improve healthcare providers' understanding, knowledge, confidence, self-efficacy, and competency in applying evidence-based chronic disease monitoring guidelines in a primary care clinic. Methods: The educational intervention was developed using …

Faktor Yang Berhubungan Dengan Perilaku Merokok Pada Pekerja Tambang Batubara Di Pt X Kabupaten Kutai Kartanegara, Alma Feriyanti, Lies Permana, Ida Lestari, Rina Tri Agustini

Perilaku dan Promosi Kesehatan : Indonesian Journal of Health Promotion and Behavior

Background. Smoking behavior remains a significant public health concern, particularly in high-risk occupational settings such as coal mining. Coal mine workers are exposed to various occupational stressors and psychological challenges that may contribute to smoking behavior.

Objective. This study aimed identify factors associated with smoking behaviour among coal mine workers at PT X in Kutai Kartanegara regency.

Methodes. A quantitative cross-sectional study was conducted involving 113 respondents selected from total population workers using convenience sampling. Data were collected through a structured questionnaire assesing smoking behavior, length of employment, and psychological stress levels. The chi-square test was applied to examine associations …

Peran Reinforcing Factor Dalam Kepatuhan Konsumsi Tablet Tambah Darah Pada Remaja Putri, Helma Roswinda Sidebang, Ratih Indraswari, Aditya Kusumawati

Perilaku dan Promosi Kesehatan : Indonesian Journal of Health Promotion and Behavior

Background. The government is implementing a program to give blood tablets to female teenagers to prevent anemia. In Semarang City, the coverage of compliance with the consumption of iron supplement tablets in 2024 is still low, which is 34.85%.

Aim. To analyze factors associated with compliance in iron supplementation consumption among female teenagers in the working area of Candilama Primary Health Center, Semarang City.

Method. This study uses a cross-sectional design. The subjects of the study were female teenagers who were selected using the proportional random sampling technique. Data were collected through interviews and analyzed using the …