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Full-Text Articles in Health Information Technology

Development Of A Protection Motivation Theory Based Questionnaire For Measuring Parental Digital Security Practice In Malaysia, Ismail Muhd Zulfadli Hafiz Jan 2020

Development Of A Protection Motivation Theory Based Questionnaire For Measuring Parental Digital Security Practice In Malaysia, Ismail Muhd Zulfadli Hafiz

Student Works (2020-2029)

Knowledge on parental digital security, which is the parental practice of maintaining the safety of their children online, is crucial to produce good digital citizens. Protection motivation theory (PMT) is a useful theoretical model for explaining protective behaviour and understanding this practice. Many studies and tools for exploring protective behaviour have been produced based on PMT, but there is no assessment tool available for assessing parents’ digital security practice in the Malaysian context. Thus, the development of an assessment tool that reflects Malaysian parents’ digital security practice based on established frameworks such as the PMT is essential. Therefore, this study …


Electronic Health Records: All That They’Re Chalked Up To Be?, Mac Williams, Meghan Gannon, Phd Jan 2020

Electronic Health Records: All That They’Re Chalked Up To Be?, Mac Williams, Meghan Gannon, Phd

Phase 1

Introduction. The United States faces a challenge: how to improve access to healthcare with an aging physician workforce. An aging baby boomer population prompts higher medical demands, further heightening this challenge. Although measures to increase the longevity of practice for older physicians could help address this challenge, the federal government has lacked to create such policy.

Methods. This study looked at the role of electronic health records and the American Recovery and Reinvestment Act in the ability of primary care physicians to continue practice through in-depth qualitative interviews. A total of N=5 interviews were conducted in-person and remotely using a …


Transforming The Patient Experience With Smart Room Technology, Alison Romisher, Thomas Hurysz, Daniel Campbell, Maia Ottenstein Jan 2020

Transforming The Patient Experience With Smart Room Technology, Alison Romisher, Thomas Hurysz, Daniel Campbell, Maia Ottenstein

Phase 1

Objective: Smart room technology is an innovative way to prioritize the patient experience by providing patients with an easily accessible hospital companion. This study introduced smart room devices into hospitals to determine whether their use would improve the patient experience as compared with those who did not use the device.

Methods: We conducted a prospective cross sectional study from March through September at Thomas Jefferson University Methodist Hospital. Smart room devices were placed in 11 rooms in the post-operative unit. Patients were surveyed by Jefferson medical students and DICE team members with regards to their overall experience using …


Global Interest For Health Professions Education: A Geographic And Temporal Analyses Through Web Search Differences From 2010-2019, Junhel Dalanon, Yoshizo Matsuka Jan 2020

Global Interest For Health Professions Education: A Geographic And Temporal Analyses Through Web Search Differences From 2010-2019, Junhel Dalanon, Yoshizo Matsuka

Internet Journal of Allied Health Sciences and Practice

Purpose: The purpose of this study was to analyze the spatio-temporal differences in web search trends for dental degrees (DD), medical degrees (MD), and nursing degrees (ND) across 197 countries from 2010 to 2019. Method: A search string was used to initiate a search query using Google Trends. The parameters used were DD, MD, and ND as search terms; worldwide as Location; 2010 to 2019 as time range; health education & medical training as category; and web search as database. Data were downloaded and analyzed. Results: Via one-way ANOVA and post hoc Dunnett test, the searches for DD were found …


Millennial Attitudes Toward Telehealth: An Integrative Literature Review, Hannah Gwyneth Y. Tabora Jan 2020

Millennial Attitudes Toward Telehealth: An Integrative Literature Review, Hannah Gwyneth Y. Tabora

Honors Undergraduate Theses

Purpose: The primary purpose of this research was to explore individuals born in the millennial generation’s likelihood of using telehealth and virtual office visits as a replacement for face to face provider interactions. The secondary purpose was to examine the feasibility and access of treatable conditions and ailments in a virtual environment.

Methods: A literature review exploring millennials and telehealth was performed using various databases with search terms combined to include: ‘millennials*’, ‘telehealth*’, ‘telemed*’, ‘finance*’, ‘primary care*’, ‘healthcare*’, ‘health knowledge*’, ‘literacy*’, ‘education*’, ‘misinformation*’. The data was conformed into tables that synthesized the relationship between the millennial generation and their access …


Leveraging Technology To Blend Large-Scale Epidemiologic Surveillance With Social And Behavioral Science Methods: Successes, Challenges, And Lessons Learned Implementing The Unite Longitudinal Cohort Study Of Hiv Risk Factors Among Sexual Minority Men In The United States, H. Jonathon Rendina, Ali J. Talan, Nicola F. Tavella, Jonathan Lopez Matos, Ruben H. Jimenez, S. Scott Jones, Brian Salfas, Drew Westmoreland Jan 2020

Leveraging Technology To Blend Large-Scale Epidemiologic Surveillance With Social And Behavioral Science Methods: Successes, Challenges, And Lessons Learned Implementing The Unite Longitudinal Cohort Study Of Hiv Risk Factors Among Sexual Minority Men In The United States, H. Jonathon Rendina, Ali J. Talan, Nicola F. Tavella, Jonathan Lopez Matos, Ruben H. Jimenez, S. Scott Jones, Brian Salfas, Drew Westmoreland

Publications and Research

The use of digital technologies to conduct large-scale research with limited interaction (i.e., no in-person contact) and objective endpoints (i.e., biological testing) has significant potential for the field of epidemiology, but limited research to date has been published on the successes and challenges of such approaches. We analyzed data from a cohort study of sexual minority men across the United States, collected using digital strategies during a 10-month period from 2017 to 2018. Overall, 113,874 individuals were screened, of whom 26,000 were invited to the study, 10,691 joined the study, and 7,957 completed all enrollment steps, including return of a …


Patient Satisfaction With Telehealth Services Compared To In-Office Visits: A Systematic Literature Review, Crystal L. Fleischhacker Jan 2020

Patient Satisfaction With Telehealth Services Compared To In-Office Visits: A Systematic Literature Review, Crystal L. Fleischhacker

All Graduate Theses, Dissertations, and Other Capstone Projects

Telehealth is changing the current paradigm of healthcare. As an emerging mode of healthcare delivery, telehealth stands to help alleviate the shortage of primary care and specialty care providers especially patients in rural areas. In addition to increasing access of healthcare, this service allows for flexibility, convenience and has the potential to decrease healthcare costs while improving patient outcomes. The objective of this literature review was to examine patient satisfaction with telehealth compared to in-office visits. A systematic search was conducted and a total of 17 articles that met inclusion criteria were examined. Data and factors evolving around patient satisfaction …


Adherence To Dietary And Physical Activity Guidelines Among Shift Workers: Associations With Individual And Work-Related Factors, Ciara Kelly, Fiona M. Nea, Kirsty Pourshahidi, John Kearney, Victoria M O'Brien, M Barbara E Livingstone, Clare Corish Jan 2020

Adherence To Dietary And Physical Activity Guidelines Among Shift Workers: Associations With Individual And Work-Related Factors, Ciara Kelly, Fiona M. Nea, Kirsty Pourshahidi, John Kearney, Victoria M O'Brien, M Barbara E Livingstone, Clare Corish

Articles

Objectives Shift work is associated with adverse effects on the health and lifestyle behaviours of employees. This study aimed to examine factors associated with adherence among shift workers to selected indicators of dietary and physical activity guidelines. Methods A cross-sectional study was conducted on 1300 shift workers. Data were collected using a 15 minute telephone-administered questionnaire. Logistic regression methods were used for data analysis. Results Male shift workers (p


Cell Phone Use And Social Alienation Of Young Teenagers, Alireza Atarodi, Marzeyeh Rajabi, Ahmadreza Atarodi Jan 2020

Cell Phone Use And Social Alienation Of Young Teenagers, Alireza Atarodi, Marzeyeh Rajabi, Ahmadreza Atarodi

Library Philosophy and Practice (e-journal)

Abstract:

Introduction: The aim of the study was to survey the degree of cell phone use with their dependence to it and the social alienation of young teenagers.

Methods: It was a review, a survey type and in terms of application it was an observatory research on correlation between cell phone usages with student alienation in 2020.

Results: The results of the research showed that there is a relationship between the degree of cell phone dependence with social alienation among users and mostly young teenagers.

Conclusion: Young teenagers use cell phone much and incorrectly in some ways …


Electrospinning Piezoelectric Fibers For Biocompatible Devices, Bahareh Azimi, Mario Milazzo, Andrea Lazzeri, Stefano Berrettini, M. Jasim Uddin, Zhao Qin, Markus J. Buehler, Serena Danti Jan 2020

Electrospinning Piezoelectric Fibers For Biocompatible Devices, Bahareh Azimi, Mario Milazzo, Andrea Lazzeri, Stefano Berrettini, M. Jasim Uddin, Zhao Qin, Markus J. Buehler, Serena Danti

School of Integrative Biological & Chemical Sciences (Formerly Dept. of Chemistry)

The field of nanotechnology has been gaining great success due to its potential in developing new generations of nanoscale materials with unprecedented properties and enhanced biological responses. This is particularly exciting using nanofibers, as their mechanical and topographic characteristics can approach those found in naturally occurring biological materials. Electrospinning is a key technique to manufacture ultrafine fibers and fiber meshes with multifunctional features, such as piezoelectricity, to be available on a smaller length scale, thus comparable to subcellular scale, which makes their use increasingly appealing for biomedical applications. These include biocompatible fiber-based devices as smart scaffolds, biosensors, energy harvesters, and …


Using Social Media As A Platform For Increasing Knowledge Of Lung Cancer Screening In High-Risk Patients, Aimee Strong, Michelle Renaud Jan 2020

Using Social Media As A Platform For Increasing Knowledge Of Lung Cancer Screening In High-Risk Patients, Aimee Strong, Michelle Renaud

Ellmer School of Nursing Faculty Publications

Background: Uptake in lung cancer screening for high-risk patients remains low. Eligible patients may not know that this preventive service is available and covered by insurance.

Objectives: The objective of this study was to explore using social media to educate patients about lung cancer screening and assess motivation to discuss lung cancer screening with health-care providers after viewing the educational program. Methods: Subjects ages 55 to 77 who were current smokers or former smokers who quit in the past 15 years with a more than 30-pack-year smoking history were recruited via a Facebook advertisement. Subjects completed a demographic survey and …


Bridging The Digital Divide: A Risk-Based “Telehealth Needs” Scoring Model For Patient Outcome Prediction, Cindy Ann Crump Jan 2020

Bridging The Digital Divide: A Risk-Based “Telehealth Needs” Scoring Model For Patient Outcome Prediction, Cindy Ann Crump

Theses and Dissertations

The purpose of the research was to develop a predictive model of the effect of patient characteristics on outcomes and resource utilization in telehealth interventions for chronic disease management. Clinical studies have shown high variability in telehealth across settings and populations. The central hypothesis of this study was that patient characteristics, including disease type, illness severity, demographic information, and socio-technical preferences play a role in determining telehealth intervention outcomes. A non-experimental, retrospective study evaluated the feasibility of creating a Telehealth Needs score using Medicare and Medicaid claims data from 2016 to 2017. Claims were summarized into de-identified cases to train …


Nothing New Under The Sun: How Existing Screening Programs Can Inform The Design Of Social Determinants Of Health Screening In Health Care., Bradley Iott, Denise Anthony, Jessica Pater, Shauna Wagner, Tammy Toscos Phd, Tiffany Veinot Jan 2020

Nothing New Under The Sun: How Existing Screening Programs Can Inform The Design Of Social Determinants Of Health Screening In Health Care., Bradley Iott, Denise Anthony, Jessica Pater, Shauna Wagner, Tammy Toscos Phd, Tiffany Veinot

Health Services and Informatics Research

Research Objective Up to 80% of the factors contributing to an individual’s health status are social determinants of health (SDOH). As healthcare systems transition to value-based payment models which compensate providers for patient health outcomes, many have called for healthcare organizations to screen patients for SDOH-related social needs and for providers to consider them when providing medical care. Screening for social needs is expected to involve collecting information that may make patients feel vulnerable, creating a need to develop screening methods that emphasize patient comfort. Similarly, social needs screening may place burdens on providers that have limited training and time …


Ecu-Ioht, Mohiuddin Ahmed, Surender Byreddy, Anush Nutakki, Leslie F. Sikos, Paul Haskell-Dowland Jan 2020

Ecu-Ioht, Mohiuddin Ahmed, Surender Byreddy, Anush Nutakki, Leslie F. Sikos, Paul Haskell-Dowland

Research Datasets

In recent times, cyberattacks on Internet of Health Things (IoHT) have continuously been growing, and so it is important to develop robust countermeasures. However, there is a lack of publicly available datasets reflecting cyberattacks on IoHT, mainly due to privacy concerns. To strengthen the cyber security of IoHT, we have developed the dataset, named ECU-IoHT, that is built upon an IoHT environment having different attacks performed that exploit various vulnerabilities. This dataset was designed to help the healthcare security community in analyzing attack behaviour and developing robust countermeasures. To the best of our knowledge, no other publicly available datasets have …


Lightweight Sharable And Traceable Secure Mobile Health System, Yang Yang, Ximeng Liu, Robert H. Deng, Yingjiu Li Jan 2020

Lightweight Sharable And Traceable Secure Mobile Health System, Yang Yang, Ximeng Liu, Robert H. Deng, Yingjiu Li

Research Collection School Of Computing and Information Systems

Mobile health (mHealth) has emerged as a new patient centric model which allows real-time collection of patient data via wearable sensors, aggregation and encryption of these data at mobile devices, and then uploading the encrypted data to the cloud for storage and access by healthcare staff and researchers. However, efficient and scalable sharing of encrypted data has been a very challenging problem. In this paper, we propose a Lightweight Sharable and Traceable (LiST) secure mobile health system in which patient data are encrypted end-to-end from a patient’s mobile device to data users. LiST enables efficient keyword search and finegrained access …


Appraisal Of Free Online Symptom Checkers And Applications For Self-Diagnosis And Triage: An Australian Evaluation, Michella Gaye Hill Jan 2020

Appraisal Of Free Online Symptom Checkers And Applications For Self-Diagnosis And Triage: An Australian Evaluation, Michella Gaye Hill

Theses: Doctorates and Masters

The internet has impacted society and changed the way companies and individuals operate on a daily basis. Seeking information online via computer or mobile device is common practice. The phrase ‘Google it’ is now part of modern vernacular and is a resource increasingly utilised by young and old alike. Around 80% of Australian’s search health-related information online as it is convenient, cheap, and available 24/7. Symptom checkers are one tool used by consumers to investigate their health issues. Symptom checkers are automated online programs which use computerised algorithms, asking a series of questions to help determine a potential diagnosis and/or …


Evaluation Of A Remote Symptom Assessment And Management (Sam) System For People Receiving Adjuvant Chemotherapy For Breast Or Colorectal Cancer: Mixed Methods Study, Lisa Whitehead, Laura Emery, Deborah Kirk, Diane Twigg, Deborah Brown, Joanna Dewar Jan 2020

Evaluation Of A Remote Symptom Assessment And Management (Sam) System For People Receiving Adjuvant Chemotherapy For Breast Or Colorectal Cancer: Mixed Methods Study, Lisa Whitehead, Laura Emery, Deborah Kirk, Diane Twigg, Deborah Brown, Joanna Dewar

Research outputs 2014 to 2021

©Lisa Whitehead, Laura Emery, Deborah Kirk, Diane Twigg, Deborah Brown, Joanna Dewar. Background: The Symptom Assessment and Management (SAM) program is a structured, online, nurse-supported intervention to support symptom self-management in people receiving adjuvant chemotherapy post surgery for breast or colorectal cancer. Objective: The objective of this study was to describe the development, implementation strategy, and evaluation of the SAM system. Methods: The development of the SAM program involved 3 phases. In phase 1, the web app was developed through consultation with consumers and clinicians and of the literature to ensure that the system was evidence-based and reflected the realities …


Start Of Epidemy In A City: Short-Term Forecast Of Covid-19 With Gmdh-Based Algorithms And Official Medical Statistics, Anna Boldyreva, Mikhail Alexandrov, Olexiy Koshulko, Svetland Popova Jan 2020

Start Of Epidemy In A City: Short-Term Forecast Of Covid-19 With Gmdh-Based Algorithms And Official Medical Statistics, Anna Boldyreva, Mikhail Alexandrov, Olexiy Koshulko, Svetland Popova

Conference papers

The sudden onset and quick development of an unknown epidemic may lead to tragic consequences: panic of population due to victims and unpreparedness of authorities for effectively help to population. These circumstances define extremely high requirements to the tools for short-term operational forecast. Namely, such tools should provide reliable results when model of phenomenon is unknown (factors of disease spreading) and data are limited (time series of observations). GMDH-based algorithms just meet these requirements unlike modern differential or advanced statistical models. In this study we test different algorithms from GMDH Shell platform on the example of Covid-19 epidemic in Moscow …


Investigating The Impact Of Explanation On Repairing Trust In Ai Diagnostic Systems For Re-Diagnosis, Lamia Alam Jan 2020

Investigating The Impact Of Explanation On Repairing Trust In Ai Diagnostic Systems For Re-Diagnosis, Lamia Alam

Dissertations, Master's Theses and Master's Reports

AI systems are increasingly being fielded to support diagnoses and healthcare advice for patients. One promise of AI application is that they might serve as the first point of contact for patients, replacing routine tasks, and allowing health care professionals to focus on more challenging and critical aspects of healthcare. For AI systems to succeed, they must be designed based on a good understanding of how physicians explain diagnoses to patients, and how prospective patients understand and trust the systems providing the diagnosis, as well as the explanations they expect. In this thesis, I examine this problem across three studies. …


Perspectives Of Occupational Therapy Practitioners On Benefits And Barriers On Providing Occupational Therapy Services Via Telehealth, Taylor Corey Dec 2019

Perspectives Of Occupational Therapy Practitioners On Benefits And Barriers On Providing Occupational Therapy Services Via Telehealth, Taylor Corey

Student Capstone Papers

The purpose of this project is to gain a better understanding of the provider’s perspectives about the strengths and barriers of occupational therapy (OT) services provided via telehealth. Based on the evidence that will be collected through surveys and interviews, this research can help determine specific factors on whether or not therapist choose to provide services through telehealth. Centered around those perspectives of telehealth, the results can help explore more in depth on the issues and concerns therapists have regarding telehealth as a service delivery model.


Children’S Cancer Pain In A World Of The Opioid Epidemic: Challenges And Opportunities, Michelle Fortier, Sun Yang, Michael T. Phan, Daniel Tomaszewski, Brooke N. Jenkins, Zeev N. Kain Dec 2019

Children’S Cancer Pain In A World Of The Opioid Epidemic: Challenges And Opportunities, Michelle Fortier, Sun Yang, Michael T. Phan, Daniel Tomaszewski, Brooke N. Jenkins, Zeev N. Kain

Psychology Faculty Articles and Research

The opioid crisis in the United States has grown at an alarming rate. Children with cancer are at high risk for pain, and opioids are a first‐line treatment in this population. Accordingly, there is an urgent need to optimize pain management in children with cancer without contributing to the opioid crisis. This report details opportunities for this optimization, including clinical practice guidelines, comprehensive approaches to pain management, mobile health, and telemedicine. It is vital to balance appropriate use of analgesics with efforts to prevent misuse in order to reduce unnecessary suffering and minimize unintended harms.


Perspectives Of Occupational Therapists On Telehealth, Taylor Corey, Becki Cohill, Susan Macdermott Dec 2019

Perspectives Of Occupational Therapists On Telehealth, Taylor Corey, Becki Cohill, Susan Macdermott

San Marcos, Fall 2019

The purpose of this project is to gain a better understanding of the provider’s perspectives about the strengths and barriers of OT services provided via telehealth. Based on the evidence that will be collected through surveys and interviews, it can help determine specific factors on whether or not therapist choose to provide services through telehealth. Centered around those perspectives of telehealth, the results can help explore more in depth on the issues and concerns therapists have when it comes to telehealth as a service delivery model.


Standardization Of Postoperative Care Guidelines For Pediatric Cleft Palate Patients, Tatyana Grib, Macy Therese G. Andrada, Julie C. Barragan, Amanda K. Dailor, Samantha T. Gerber, Mercedes S. Greenberg Dec 2019

Standardization Of Postoperative Care Guidelines For Pediatric Cleft Palate Patients, Tatyana Grib, Macy Therese G. Andrada, Julie C. Barragan, Amanda K. Dailor, Samantha T. Gerber, Mercedes S. Greenberg

Master's Projects and Capstones

At a large, community-based pediatric hospital in Southern California, a quality improvement project commenced with a goal to improve patient outcomes by decreasing length of stay and pain levels, while increasing toleration of feeds. Implementing a standardized guideline would ensure safe practice across the continuum and allow providers to use a systematic tool for postoperative care, including nursing care interventions and medications. The Root-Cause- Analysis tool was used to assess the microsystem and determine the contributing factors to the identified problem. A SWOT analysis was then performed, followed by a plan to collect data from all pediatric cleft palate procedures …


Preparing Healthcare Staff For Cardiac Arrest Codes In The Outpatient Clinical Setting: Code Drill Training Improves Patient Outcomes, Rowan Edwards, Rn Dec 2019

Preparing Healthcare Staff For Cardiac Arrest Codes In The Outpatient Clinical Setting: Code Drill Training Improves Patient Outcomes, Rowan Edwards, Rn

Master's Projects and Capstones

Preparing Healthcare Staff for Cardiac Arrest Codes in the Outpatient Clinical Setting: Code Drill Training Improves Patient Outcomes

The acuity of care provided in outpatient clinical settings across the United States continues to rise. It is estimated that more than 350,000 cardiac arrests occur outside of a hospital each year (AHA, 2019). For the purpose of this clinical nurse leader (CNL)-lead quality improvement project, the relevant focus is directed towards improving the knowledge, physical skills and perceptions of healthcare staff within an urgent care center (UCC) regarding the application of advanced rescue skills. It is important to note that the …


Access To Pediatric Audiological Evaluation Facilities For Infants And Young Children In The United States: Results From The Ehdi-Pals System, Naveen K. Nagaraj, Emilee Mertens, Beula Magimairaj, Randi Winston Gerson, John Whicker, Karl R. White Dec 2019

Access To Pediatric Audiological Evaluation Facilities For Infants And Young Children In The United States: Results From The Ehdi-Pals System, Naveen K. Nagaraj, Emilee Mertens, Beula Magimairaj, Randi Winston Gerson, John Whicker, Karl R. White

Journal of Early Hearing Detection and Intervention

Early Hearing Detection and Intervention - Pediatric Audiology Links to Services (EHDI-PALS) is a web-based national directory of pediatric audiology facilities in the United States, created by an expert committee and launched in October 2012. In this study, data from 1,232 audiology facilities were analyzed to identify the number of registered facilities, types of diagnostic hearing tests offered, and the number of children under 5 years of age who were diagnosed with hearing loss. Some states had almost 15 times as many registered facilities as other states, suggesting that access to quality diagnostic hearing testing for infants and young children …


Development Of An Advanced Analytics Datamart For Machine Learning, Effectiveness Research, And Population Health Trends, Carlos Valle, Lourdes Rojas, Chintan Bhatt, Eduardo Martinez-Dubouchet.Se-Ccu-Icu, Lisa-Mae Williams, Don Parris, Louis Gidel, Donna Lee Armaignac Dec 2019

Development Of An Advanced Analytics Datamart For Machine Learning, Effectiveness Research, And Population Health Trends, Carlos Valle, Lourdes Rojas, Chintan Bhatt, Eduardo Martinez-Dubouchet.Se-Ccu-Icu, Lisa-Mae Williams, Don Parris, Louis Gidel, Donna Lee Armaignac

All Publications

No abstract provided.


Sepsis Screening Tool Increased The Usage Of Sepsis Order Set, Raweewan Liengsawangwong Dec 2019

Sepsis Screening Tool Increased The Usage Of Sepsis Order Set, Raweewan Liengsawangwong

Applied Research Projects

Introduction: The sepsis screening tool was launched to improve the usage of the sepsis order set.

Objectives: The purposes of this study were to determine whether the sepsis screening tool increased the usage of sepsis order set and whether the tool improved the primary outcomes. This study assessed the association between using sepsis order set and the compliance of the SEP-1 measure (represented by achieving total perfect care), and the primary outcomes. Furthermore, this study assessed association between the compliance with SEP-1 and the primary outcomes. The primary outcomes were a) time zero to antibiotics, b) inpatient length of stay, …


Health Status And Adults Willingness To Encounter A Provider By Telehealth, Jacqueline Perry Dec 2019

Health Status And Adults Willingness To Encounter A Provider By Telehealth, Jacqueline Perry

Applied Research Projects

Telehealth has proven to be a growing sector providing on-demand health services for consumers. A long history of development and refinement precede what we now know as telehealth technology. Access to telehealth technology has become widely available changing the landscape of healthcare. However, does that mean that consumers desire to use the technology? How does a factor such as health status play a role in the consumers’ willingness to encounter a provider using telehealth as the method for delivery of care? This research project aims to compare self-selected health status to consumers’ willingness to engage with telehealth services.


Design And Development Of A Comprehensive And Interactive Diabetic Parameter Monitoring System - Betictrack, Nusrat Chowdhury Dec 2019

Design And Development Of A Comprehensive And Interactive Diabetic Parameter Monitoring System - Betictrack, Nusrat Chowdhury

Electronic Theses and Dissertations

A novel, interactive Android app has been developed that monitors the health of type 2 diabetic patients in real-time, providing patients and their physicians with real-time feedback on all relevant parameters of diabetes. The app includes modules for recording carbohydrate intake and blood glucose; for reminding patients about the need to take medications on schedule; and for tracking physical activity, using movement data via Bluetooth from a pair of wearable insole devices. Two machine learning models were developed to detect seven physical activities: sitting, standing, walking, running, stair ascent, stair descent and use of elliptical trainers. The SVM and decision …


Objective Sleep Quality As A Predictor Of Mild Cognitive Impairment In Seniors Living Alone, Brian Chen, Hwee-Pink Tan, Irus Rawtaer, Hwee Xian Tan Dec 2019

Objective Sleep Quality As A Predictor Of Mild Cognitive Impairment In Seniors Living Alone, Brian Chen, Hwee-Pink Tan, Irus Rawtaer, Hwee Xian Tan

Research Collection School Of Computing and Information Systems

Singapore has the fastest ageing population in the Asia Pacific region, with an estimated 82,000 seniors living with dementia. These figures are projected to increase to more than 130,000 by 2030. The challenge is to identify more community dwelling seniors with Mild Cognitive Impairment (MCI), a prodromal state, as it provides an opportunity for evidence-based early intervention to delay the onset of dementia. In this paper, we explore the use of Internet of Things (IoT) systems in detecting MCI symptoms in seniors who are living alone, and accurately grouping them into MCI positive and negative subjects. We present feature extraction …