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Full-Text Articles in Health Information Technology

Enhancing Communication Between Nurses And First Call Providers Using A Secure Chat Algorithm, Karen Hilt Jan 2024

Enhancing Communication Between Nurses And First Call Providers Using A Secure Chat Algorithm, Karen Hilt

DNP Projects

BACKGROUND: Healthcare requires quality multidisciplinary communication for patient care. Secure Chat is a feature within the Epic electronic health record to facilitate communication without violating Health Insurance Portability and Accountability Act (HIPPA). An algorithm to streamline communication utilizing this feature is needed to improve patient care.

PURPOSE: The purpose of this study was to determine, develop, implement, and evaluate a communication protocol between nurses and first call providers. The overall goal was to improve the knowledge, attitudes, efficacy, and address barriers with communication of nursing staff and providers through efficient messaging embedded within Epic, electronic health record

CONCEPTUAL MODEL: …


Scope And Limitations Of Chatgpt In Research And Academic Writing, Shyam Pyare Singh, Imran Ahmed Khan, Shaila Kumari Mitra Jan 2024

Scope And Limitations Of Chatgpt In Research And Academic Writing, Shyam Pyare Singh, Imran Ahmed Khan, Shaila Kumari Mitra

Digital Journal of Clinical Medicine

Background: ChatGPT has proven to be an invaluable tool, enabling human-like interactions, and facilitating knowledge exchange. It possesses the ability to generate coherent and contextually relevant responses based on the input it receives. In essence, ChatGPT responds to anything in a conversational manner and provides an output that looks like human writing. However, with the rapid advancement of medical research, there is an increasing concern that ChatGPT may be abused to create articles devoid of clinical reasoning and critical thinking.

METHODS: A through literature search was conducted on PubMed and Google scholar to find relevant article according to objective.

RESULTS: …


A Real World Study Of Adherence To Insulin In Diabetic Humans-Stadium Study, Dipsanker Chatterjee, Subham Das Jan 2024

A Real World Study Of Adherence To Insulin In Diabetic Humans-Stadium Study, Dipsanker Chatterjee, Subham Das

Digital Journal of Clinical Medicine

Background:

With an ever-increasing prevalence of diabetes, lack of adherence to insulin treatment in even a small percentage of patients is a major issue and can lead to significant burden on the healthcare system. This survey analysis seeks to investigate the insulin adherence patterns to identify the factors associated with medication adherence.

Methodology:

The current cross-sectional survey was conducted among diabetes patients on insulin treatment. A list of questions about insulin adherence was provided to the participants in the study and the responses were recorded. The data was analysed using Graph Pad Prism.

Results:

Around 23.2 and 18.6 % of …


Placenta Accreta Spectrum Disorder As First Trimester Pregnancy Termination Complication; Case Series, Sindhu Kumari, Poornima M Jan 2024

Placenta Accreta Spectrum Disorder As First Trimester Pregnancy Termination Complication; Case Series, Sindhu Kumari, Poornima M

Digital Journal of Clinical Medicine

Placenta Accreta Spectrum (PAS) disorder is rare (2% according to ACOG) condition of pregnancy when the placenta grows deeply into myometrium. This leads to failure of placenta to separate normally from myometrium after delivery and leads to massive hemorrhage. The PAS is classified as PA (Placenta Accreta), PI (Placenta Increta) and PP ( Placenta Percreta), on basis of depth of trophoblastic invasion. Increase in no. of cesarean sections, increasing the incidence of PAS. Cesarean scar on uterus promotes placental tissue to invade deeply in subsequent pregnancy. Antenatal scanning and color imaging can detect PAS, at a very early stage. Here …


Gender Equality– A Sustainable Development Goal In Progress At A Medical College And Hospital In South India, Mr. Manoj S M, Kusuma Kasapura Shivashankar, Suma M. Natraj, Praveen Kulkarni Jan 2024

Gender Equality– A Sustainable Development Goal In Progress At A Medical College And Hospital In South India, Mr. Manoj S M, Kusuma Kasapura Shivashankar, Suma M. Natraj, Praveen Kulkarni

Digital Journal of Clinical Medicine

Background: Gender Equality is one of the most important SDG and attaining it will ensure a peaceful, prosperous and a balanced world with equal opportunities for both women and men. The Indian scenario in the field of women education has changed with mindset of most parents undergoing a paradigm shift and many girls are encouraged to attend schools, colleges and women are allowed to work. Considering the above shift, our study intended to find out if the same was true and SDG-5, Gender Equality was attained or in progress at our medical college and hospital and hence the study.

Methods: …


The Balm Framework Of Clinical Excellence: An Adoptable Model For Sub-Saharan Africa., Taoreed Adegoke Azeez Jan 2024

The Balm Framework Of Clinical Excellence: An Adoptable Model For Sub-Saharan Africa., Taoreed Adegoke Azeez

Digital Journal of Clinical Medicine

Clinical excellence is the ability to provide rigorous, evidence-based, and rewarding care to the right patients. The BALM (brilliance, attitude, leadership, and materials) framework is a novel model for adjudicating clinical excellence. There are a few models and frameworks for evaluating clinical excellence, but each has its flaws and does not consider the peculiarities of economically-challenged regions such as sub-Saharan Africa. Coincidentally, such low-resource areas have an urgent need for a framework to assess clinical excellence because of their low health-related indices. The five-step mode of professional excellence is a well-recognised tool and was the model upon which the BALM …


Alkaptonuria Presenting With Back Pain: A Diagnostic Dilemma, Arnav Salar, Dyuksha Arora, Mahabaleshwar Mamadapur Jan 2024

Alkaptonuria Presenting With Back Pain: A Diagnostic Dilemma, Arnav Salar, Dyuksha Arora, Mahabaleshwar Mamadapur

Digital Journal of Clinical Medicine

Alkaptonuria is a rare inborn error of metabolism due to a deficiency of homogentisate 1,2 dioxygenase, resulting in homogentisic acid accumulation in tissues. It is characterised by homogentisic aciduria, ochronosis, and arthritis. We hereby discuss a 46-year-old male who presented with progressive lower back pain and polyarthralgia for ten years, initially diagnosed as ankylosing spondylitis. Characteristic skin pigmentation, ochronosis, and radiological findings led to the correct diagnosis of alkaptonuria. This case highlights the importance of considering alkaptonuria as a differential diagnosis for chronic back pain and arthritis, mainly when sacroiliac joints are spared, and ochronosis is present. While no cure …


Knowledge, Attitudes, And Practices Among Health Care Professionals In A Tertiary Care Teaching Hospital, Mysuru, Rakesh M, Dr Sunil Kumar D, Dr Shwethashree M, Kodeeswaran M, Aradhya M. Gowda Jan 2024

Knowledge, Attitudes, And Practices Among Health Care Professionals In A Tertiary Care Teaching Hospital, Mysuru, Rakesh M, Dr Sunil Kumar D, Dr Shwethashree M, Kodeeswaran M, Aradhya M. Gowda

Digital Journal of Clinical Medicine

ABSTRACT

Background: Biomedical waste (BMW) refers to waste generated during the diagnosis, treatment, or immunization of humans or animals, posing risks to health and the environment if not managed properly. Proper knowledge, attitudes, and practices (KAP) among healthcare professionals are essential for effective BMW management. This study assessed the KAP of healthcare workers regarding BMW in a tertiary care teaching hospital.

Methods: A cross-sectional study was conducted among 149 healthcare professionals at a private medical college from April 10 to May 10, 2023. Participants were selected using simple random sampling, including consultants, postgraduates, interns, nursing staff, laboratory technicians, and housekeeping …


The Pros And Cons Of Systematic Review And Meta-Analysis: Methodological Insights And Future Directions, Malik Maaz Ahmad, Imran Ahmed Khan, Harish Chandra Tiwari Jan 2024

The Pros And Cons Of Systematic Review And Meta-Analysis: Methodological Insights And Future Directions, Malik Maaz Ahmad, Imran Ahmed Khan, Harish Chandra Tiwari

Digital Journal of Clinical Medicine

Systematic reviews (SR) and meta-analyses (MA) are the highest level of evidence in the hierarchy of scientific evidence which aggregate data from various studies, offering a comprehensive overview of a particular topic. This approach reduces the influence of isolated studies that may have small sample sizes or unique biases, leading to more robust conclusions. By combining data from multiple studies, the overall sample size is increased enhancing the statistical power and precision of the results. The value of SR and MA is often compromised by the poor quality of the primary studies they include, which can lead to misleading conclusions. …


Exploring The Elective Experience: A Review Of The "Adult Psychiatry" Elective At A Medical College, Dyuksha Arora, Kishor M Jan 2024

Exploring The Elective Experience: A Review Of The "Adult Psychiatry" Elective At A Medical College, Dyuksha Arora, Kishor M

Digital Journal of Clinical Medicine

This review delves into the motivations, experiences, and perceived advantages and disadvantages of undertaking the 'Adult Psychiatry' as an elective at JSS Medical College. Experiences from four students, two from the 2019 batch and two from the 2020 batch, provide a comprehensive overview of their elective.


A Rare Case Of Early Onset Vitamin B6 Dependent Epilepsy, Rohit Thorat, Qudsiya Ansari, Kailas Randad, Vinaya Singh, Akash Sarkate Jan 2024

A Rare Case Of Early Onset Vitamin B6 Dependent Epilepsy, Rohit Thorat, Qudsiya Ansari, Kailas Randad, Vinaya Singh, Akash Sarkate

Digital Journal of Clinical Medicine

Pyridoxine dependent epilepsy (PDE) is a rare seizure disorder which manifests in neonatal period, but can be manifested in early infancy also. Seizures are seen in the first month of life in the classical form, but in the atypical form they don't show up until later in life, sometimes as late as three years old. It has an autosomal recessive inheritance caused by mutation in ALDH7A1 gene, causing deficiency of alpha-aminoadepic semialdehyde dehydrogenase commonly known as antiquitin (ATQ). Its deficiency leads to accumulation of metabolites, which causes deficiency of functional form of pyridoxine. The seizures are non-responding to antiepileptic medications, …


Clozapine And Modified Electroconvulsive Therapy (M-Ect) In Treatment Resistant Schizophrenia (Trs) – A Case Report, Kareena Arora, Kishor M, Murali M R, Suhas K Mr Jan 2024

Clozapine And Modified Electroconvulsive Therapy (M-Ect) In Treatment Resistant Schizophrenia (Trs) – A Case Report, Kareena Arora, Kishor M, Murali M R, Suhas K Mr

Digital Journal of Clinical Medicine

Schizophrenia is psychiatric disorder affecting less than 1% of population that can be devastating, characterized by positive, negative and cognitive symptoms. This can lead to significant functional impairment. Despite intensive and ongoing research, outcomes from best-practice treatment are often suboptimal. Unfortunately, not all the patients respond to antipsychotic medications. Overall estimates suggest that one-fifth to one-half of patients have treatment resistant schizophrenia (TRS).

TRS include failure sequential trial of two different antipsychotics with sufficient dose, duration and adherence as a minimum criterion. TRS represents major clinical challenge.

Clozapine is the only drug approved for TRS as it is the drug …


Osteochondroma At Unusual Location Causing Deformity (Metacarpal): A Rare Case Report, Pranshu S. Panwar, Prakash M, Purushothama Sastry, Gurumurthy B, Punith N, Ravi H. S Jan 2024

Osteochondroma At Unusual Location Causing Deformity (Metacarpal): A Rare Case Report, Pranshu S. Panwar, Prakash M, Purushothama Sastry, Gurumurthy B, Punith N, Ravi H. S

Digital Journal of Clinical Medicine

INTRODUCTION: Osteochondroma is benign tumors of bone which usually occurs in long bones. Common locations proximal tibia, distal femur and proximal humerus. Metacarpals are rarely affected.

Case Report: Patient, 10 years old/boy came to JSS hospital with complaint of swelling and deformity over left hand for 2 years. After relevant clinical examination and radiological investigation, patient was diagnosed with synostoses of 5th metacarpal with 4th metacarpal. Patient was taken up deformity correction and intra-op patient was diagnosed as exostoses of 5th metacarpal. Post-op radiograph was taken. After 1-month ex-fix was removed. After 4 months follow up, deformity …


Internet Gaming Disorders Amongst Medical Undergraduates In Tamil Nadu, India - A Cross Sectional Study, Rejee Sneha Ebanezer, Sumedha K, Murugan V Jan 2024

Internet Gaming Disorders Amongst Medical Undergraduates In Tamil Nadu, India - A Cross Sectional Study, Rejee Sneha Ebanezer, Sumedha K, Murugan V

Digital Journal of Clinical Medicine

Abstract

Background: Internet Gaming Disorder (IGD) or internet-related gaming addictions are characterized by severely impaired control over gaming affecting routine activities, followed by several psychological, physical and social issues. Budding medical undergraduates who are future health professionals might have positive effects on their studies and career goals when saved from internet gaming addictions. Hence, this study aimed to identify the proportion of medical undergraduate students and interns with internet gaming disorders studying in a private medical college and tertiary care hospital.

Setting: A tertiary care Hospital and Medical College, Tamil Nadu, India

Study design: Cross – sectional study.

Participants: Medical …


High Stakes And Hidden Risks: A Case Series On Pathological Gambling In Context With Affective Disorders And Substance Abuse, Avni Gupta, Namita Deka, Mahesh Kumar Jan 2024

High Stakes And Hidden Risks: A Case Series On Pathological Gambling In Context With Affective Disorders And Substance Abuse, Avni Gupta, Namita Deka, Mahesh Kumar

Digital Journal of Clinical Medicine

Background: Pathological gambling is a non–substance-related addictive disorder, characterized by persistent preoccupation with gambling, impaired control, and continuation despite negative consequences. It is associated with financial losses, social and occupational dysfunction, and psychiatric comorbidities, including affective and substance use disorders. Although international prevalence estimates range from 1–2%, research in India remains limited, particularly with the rise of online gambling.

Methods: We report a case series of three individuals presenting to a tertiary-care psychiatry outpatient department with pathological gambling. Clinical assessments included detailed psychiatric evaluation, mental status examination, and psychometric assessments using the Hamilton Anxiety Rating Scale (HAM-A), Beck Depression Inventory …


Creating The New Normal: A Historical Approach To Understanding Marketing Agility And Its Implications Across Business, Healthcare, And Social Welfare In A Post Pandemic World, Elan Burton, Delancy Bennett, Linda Burton Jan 2024

Creating The New Normal: A Historical Approach To Understanding Marketing Agility And Its Implications Across Business, Healthcare, And Social Welfare In A Post Pandemic World, Elan Burton, Delancy Bennett, Linda Burton

Atlantic Marketing Journal

The purpose of this article is to expand our understanding of how marketing agility shapes business, healthcare, and social welfare policy and societal responses to global pandemics. We set the stage for this discussion by presenting an historical exemplar case of marketing agility during the 1918 Influenza pandemic in the US. Next, we outline a necessary conceptual revision and update to previous treatments of marketing agility relative to historical pandemics considering the recent COVID-19 pandemic. Our novel conceptualization focuses on a firm’s (business, healthcare, social welfare) prompt response to dynamic and turbulent circumstances beyond the control of the firm (Araújo …


Prevalence And Patterns Of Cardiovascular Risk Factors In Young Hypertensive Patients, *Raghu V S R Tanuku Dr., Major Venkata Shree Krishna Dr., Sreedhar Tanuku Dr Jan 2024

Prevalence And Patterns Of Cardiovascular Risk Factors In Young Hypertensive Patients, *Raghu V S R Tanuku Dr., Major Venkata Shree Krishna Dr., Sreedhar Tanuku Dr

Digital Journal of Clinical Medicine

Hypertension ranks among the top ten causes of mortality, with around 4% attributed to hypertensive complications. High salt intake, Type 2 diabetes, smoking, elevated serum lipids, a sedentary lifestyle, a diet heavy in saturated fat, genetic predisposition, as well as stress are among the factors that contribute to hypertension. Hypertension affects about 1 billion people worldwide, with considerable differences between populations and ethnic groups [2]. The Framingham Heart Study indicates that a person's lifetime risk of developing hypertension is 90% if they are normotensive at age 55. According to the NHANES IV (4th National Health and Nutrition Examination Survey), the …


– Foreign Body Ingestion In Children(<12 Years) At A Tertiary Care Hospital: A Retrospective Cohort Study Studying Role Of Socioeconomic Status And Parental Supervision., Khyati Gupta, Gargi Rekhawar, Anisha Jain, Vishal D. Sawant, Sushma Save Jan 2024

– Foreign Body Ingestion In Children(<12 Years) At A Tertiary Care Hospital: A Retrospective Cohort Study Studying Role Of Socioeconomic Status And Parental Supervision., Khyati Gupta, Gargi Rekhawar, Anisha Jain, Vishal D. Sawant, Sushma Save

Digital Journal of Clinical Medicine

Background- Foreign body ingestion is a long-standing problem concerning pediatric population. We aim to evaluate the correlation between the median time interval between ingestion of foreign body and arrival to the hospital with socioeconomic factors, effect of parental supervision and number of children in the family. We also aim to find out the deciding factors for proper selection of method of removal of ingested foreign bodies.

Methods- The data was collected from patient’s admission files, medical and endoscopic records. Chi-square test was used to calculate the corelation of time since ingestion with the socioeconomic status of family, method of removal …


Assessing Discharge Knowledge For Caregivers Of Newborn (Using Video Discharge Instructions As An Adjunct To Standard Written Instructions) In Covid Period – A Randomized Controlled Trial, Jayesh Yadav, Khyati Gupta, Vishal D. Sawant Jan 2024

Assessing Discharge Knowledge For Caregivers Of Newborn (Using Video Discharge Instructions As An Adjunct To Standard Written Instructions) In Covid Period – A Randomized Controlled Trial, Jayesh Yadav, Khyati Gupta, Vishal D. Sawant

Digital Journal of Clinical Medicine

Background: Studies have demonstrated that caregivers of newborn frequently face challenges in comprehending the instructions provided to them upon discharge. Video discharge instructions provide a clear and concise message and can potentially alleviate factors which have an impact on comprehension of caregivers like illiteracy, communication barriers and limited physician time. We aim to assess the impact of incorporating video-based discharge instructions on caregivers' comprehension of newborn care and post-discharge follow-up, specifically in the context of the COVID-19 pandemic.

Methods: Caregivers of newborn in the COVID times were randomized into written only and written with video discharge instruction groups; …


Comparison Of Empathy And Compassion Fatigue Among Mental Health And Non-Mental Health Professionals: A Cross-Sectional Study, Fathima Fiza K T, Anil Kakunje, Ashwini Dinkar Jan 2024

Comparison Of Empathy And Compassion Fatigue Among Mental Health And Non-Mental Health Professionals: A Cross-Sectional Study, Fathima Fiza K T, Anil Kakunje, Ashwini Dinkar

Digital Journal of Clinical Medicine

Background:

Empathy refers to the ability to understand and comprehend others' thoughts and emotions as if it's their own, evoked by witnessing and connecting to the other person’s emotional state. Compassion fatigue, a consequence of an empathetic reaction, is the mental and physical tiredness resulting from being a witness to the suffering of others. It can result in negative consequences ultimately affecting the quality of treatment. The purpose of the study was to compare the level of empathy and compassion fatigue among mental health, and non-mental health professionals.

Methods

A comparative cross-sectional study was conducted over one year using 88 …


A Previous Thyroidectomy- The Culprit Of Laryngospasm Several Years On!, Vyshnavi Sriram, Ashwini N, Chillara Meena Jan 2024

A Previous Thyroidectomy- The Culprit Of Laryngospasm Several Years On!, Vyshnavi Sriram, Ashwini N, Chillara Meena

Digital Journal of Clinical Medicine

Laryngospasm is the sustained closure of the vocal cords resulting in partial or complete loss of airway patency. Among the several causes of laryngospasm, history of total thyroidectomy performed several years back, though reported, is a rare occurrence. We present here the case report of a lady with an uneventful intra operative course of a laparoscopic cholecystectomy who developed stridor and laryngospasm in the immediate post operative period. Evaluation revealed unilateral vocal cord palsy and hypocalcemia. Compensated unilateral recurrent laryngeal nerve palsy and asymptomatic hypocalcemia can exist in patients who have undergone total thyroidectomy and can result in stridor several …


Expanding A Behavioral View On Digital Health Access: Drivers And Strategies To Promote Equity, Maura M. Kepper, Lauren A. Fowler, Isabelle S. Kusters, Jean W. Davis, Manal Baqer, Sarah Sagui-Henson, Yunyu Xiao, Adati Tarfa, Jean C. Yi, Bryan Gibson, Kristin E. Heron, Nicole M. Alberts, Marissa Burgermaster, Veronica Njie-Carr, Lisa M. Klesges Jan 2024

Expanding A Behavioral View On Digital Health Access: Drivers And Strategies To Promote Equity, Maura M. Kepper, Lauren A. Fowler, Isabelle S. Kusters, Jean W. Davis, Manal Baqer, Sarah Sagui-Henson, Yunyu Xiao, Adati Tarfa, Jean C. Yi, Bryan Gibson, Kristin E. Heron, Nicole M. Alberts, Marissa Burgermaster, Veronica Njie-Carr, Lisa M. Klesges

Psychology Faculty Publications

The potential and threat of digital tools to achieve health equity has been highlighted for over a decade, but the success of achieving equitable access to health technologies remains challenging. Our paper addresses renewed concerns regarding equity in digital health access that were deepened during the COVID-19 pandemic. Our viewpoint is that (1) digital health tools have the potential to improve health equity if equitable access is achieved, and (2) improving access and equity in digital health can be strengthened by considering behavioral science-based strategies embedded in all phases of tool development. Using behavioral, equity, and access frameworks allowed for …


Attachment Security And Problematic Media Use In Infancy: A Longitudinal Study In The United States., Jane Shawcroft, Sarah M Coyne, Lisa Linder, Brandon N Clifford, Brandon T. Mcdaniel Phd Jan 2024

Attachment Security And Problematic Media Use In Infancy: A Longitudinal Study In The United States., Jane Shawcroft, Sarah M Coyne, Lisa Linder, Brandon N Clifford, Brandon T. Mcdaniel Phd

Health Services and Informatics Research

Media use during childhood has quickly become a norm across the United States and in other countries. One area still not well understood is the development of problematic (or maladaptive and disruptive) media use in children. This research examines the role of attachment security as a central component in the development of problematic media use over time in a sample of 248 parent-child dyads (9.50% African American, 20.66% Hispanic, 62.81% White, 2.07% Asian, 4.96% other ethnicities). We examined the relationship between attachment security and problematic media use one and 2 years later. We then constructed a mediation model examining parent …


Perceptions Of Acute Care Telemedicine Among Caregivers For Persons Living With Dementia: A Qualitative Study, Tracey Obi, Hardeep Singh, Emily Hayden, Aanand D Naik, Shan Liu, Maura Kennedy Jan 2024

Perceptions Of Acute Care Telemedicine Among Caregivers For Persons Living With Dementia: A Qualitative Study, Tracey Obi, Hardeep Singh, Emily Hayden, Aanand D Naik, Shan Liu, Maura Kennedy

Faculty, Staff and Student Publications

Persons living with dementia (PLWD) have high emergency department (ED) utilization. Little is known about using telemedicine with PLWD and caregivers as an alternative to ED visits for minor acute health problems. This qualitative interview-based study elicited caregivers' perspectives about the acceptability of telemedicine for acute complaints. We performed telephone interviews with 28 caregivers of PLWD from two academic EDs, one in the Northeast and another in the South. Using a combined deductive-inductive approach, we coded interview transcripts and elucidated common themes by consensus. All caregivers reported they would need to participate in the telemedicine visit to help overcome communication …


Comparing The Use And Effectiveness Of In-Person And Remote Physical Education Delivery During The Covid-19 Pandemic, Andjelka Pavlovic Jan 2024

Comparing The Use And Effectiveness Of In-Person And Remote Physical Education Delivery During The Covid-19 Pandemic, Andjelka Pavlovic

Faculty, Staff and Student Publications

BACKGROUND: Physical Education is a key component to improve youth health, but there is limited information on Physical Education delivery in different formats.

PURPOSE: We compared PE formats (in-person versus remote) across evaluation aspects: weekly minutes; perceived effectiveness; and student-to-teacher ratio.

METHODS: We distributed questionnaires (2020-2021 school year) to school contacts who represented NFL Play 60 FitnessGram

RESULTS: Among 165 schools, 10% (n=17) offered in-person instruction, 31% (n=51) offered remote instruction, and 59% offered both (n=97). Results revealed higher in-person PE minutes (77.2±7.3) compared to remote minutes (67.1±14.6), but results were not significantly different (p=0.19). School contacts reported significantly more …


Data Driven Trade-Off Analysis For Cybersecurity, Goskel Kucukkaya, Murat Ozer, Murat Balci, Emrah Ugurlu Jan 2024

Data Driven Trade-Off Analysis For Cybersecurity, Goskel Kucukkaya, Murat Ozer, Murat Balci, Emrah Ugurlu

Engineering Management & Systems Engineering Faculty Publications

Trade-off analysis, a specialization of systems engineering, addresses design criteria like security, cost, performance, and compliance. Monte Carlo simulations are commonly employed to generate impact scenarios for trade-off analysis combined with solution alternatives that accommodate industry-specific considerations and uncertainties. In the cyber domain, this paper proposes a methodology for data-driven trade-off analysis in cybersecurity, leveraging industry reports as primary data sources using confidentiality, integrity, and availability as trade-off analysis objectives. Distribution functions are derived to manage and model uncertainties for various industries. The approach given in this study aims to facilitate informed choices and to enhance cybersecurity decision making and …


A Comparative Analysis Of The Interpretability Of Lda And Llm For Topic Modeling: The Case Of Healthcare Apps, Omar El-Gayar, Mohammad A. Al-Ramahi, Abdullah Wahbeh, Tareq Nasralah, Ahmed El Noshokaty Jan 2024

A Comparative Analysis Of The Interpretability Of Lda And Llm For Topic Modeling: The Case Of Healthcare Apps, Omar El-Gayar, Mohammad A. Al-Ramahi, Abdullah Wahbeh, Tareq Nasralah, Ahmed El Noshokaty

All Faculty Scholarship (Archived)

This study compares the interpretability of the topics resulting from three topic modeling techniques, namely, LDA, BERTopic, and RoBERTa. Using a case study of three healthcare apps (MyChart, Replika, and Teladoc), we collected 39,999, 52,255, and 27,462 reviews from each app, respectively. Topics were generated for each app using the three topic models and labels were assigned to the resulting topics. Comparative qualitative analysis showed that BERTopic, RoBERTa, and LDA have relatively similar performance in terms of the final list of resulting topics concerning human interpretability. The LDA topic model achieved the highest rate of assigning labels to topics, but …


Technoference In Parenting And Impacts On Parent–Child Relationships And Child Development, Brandon T. Mcdaniel Phd, Lisa Linder, Mariek M.P. Vanden Abeele, Alison K. Ventura, Sarah M. Coyne, Rachel Barr Jan 2024

Technoference In Parenting And Impacts On Parent–Child Relationships And Child Development, Brandon T. Mcdaniel Phd, Lisa Linder, Mariek M.P. Vanden Abeele, Alison K. Ventura, Sarah M. Coyne, Rachel Barr

Health Services and Informatics Research

“Technoference” is a term that describes how parent media use (e.g., phone use) can interfere with parent–child relationships and interactions. Research has shown technoference effects on parents and children ranging in age from infancy to adolescence, such as decreased parent responsiveness and adverse child behavioral outcomes. However, potential benefits of parent media use have also been identified, such as media use to cope with stress, stay connected, increase breastfeeding perseverance, and seek parenting information. Technoference has only been researched for about a decade, and there are large research gaps. We propose a research agenda to parse out long-term or cumulative …


Daily Smartphone Use Predicts Parent Depressive Symptoms, But Parents' Perceptions Of Responsiveness To Their Child Moderate This Effect., Brandon T. Mcdaniel Phd, Sabrina Uva, Jessica Pater, Victor P. Cornet Ms, Michelle Drouin Phd, Jenny Radesky Jan 2024

Daily Smartphone Use Predicts Parent Depressive Symptoms, But Parents' Perceptions Of Responsiveness To Their Child Moderate This Effect., Brandon T. Mcdaniel Phd, Sabrina Uva, Jessica Pater, Victor P. Cornet Ms, Michelle Drouin Phd, Jenny Radesky

Health Services and Informatics Research

INTRODUCTION: Smartphone use during caregiving has become increasingly common, especially around infants and very young children, and this use around young children has been linked with lower quality and quantity of parent-child interaction, with potential implications for child behavior, and parent-child attachment. To understand drivers and consequences of parent phone use, we were interested in the daily associations between parent phone use and depressed mood, as well as the potential for parent perceptions of their responsiveness toward their infant to alter the association between parent phone use and mood.

METHODS: In the present study, we explored associations between day-to-day changes …


Heavy Users, Mobile Gamers, And Social Networkers: Patterns Of Objective Smartphone Use In Parents Of Infants And Associations With Parent Depression, Sleep, Parenting, And Problematic Phone Use., Brandon T. Mcdaniel Phd, Jenny Radesky, Jessica Pater, Adam M Galovan, Annalise Harrison, Victor P. Cornet Ms, Lauren Reining, Alexandria Schaller, Michelle Drouin Jan 2024

Heavy Users, Mobile Gamers, And Social Networkers: Patterns Of Objective Smartphone Use In Parents Of Infants And Associations With Parent Depression, Sleep, Parenting, And Problematic Phone Use., Brandon T. Mcdaniel Phd, Jenny Radesky, Jessica Pater, Adam M Galovan, Annalise Harrison, Victor P. Cornet Ms, Lauren Reining, Alexandria Schaller, Michelle Drouin

Health Services and Informatics Research

Smartphone use during parenting is common, which may lead to distraction (also known as technoference). However, it is likely that some phone activities are less disruptive to parents and children. In this study, we explored smartphone use (via passive sensing across 8 days) within 264 parents of infants, measuring parents' application use on their phone (e.g., messaging, social media, mobile gaming, video chat) and phone use across contexts (e.g., during feeding and at bedtime). We utilized latent profile analysis to identify profiles of users, revealing five user types: