Health Information Technology Commons^™

Impact Of Ehr Usability On Provider Efficiency And Patient Safety In Non-Hospital Settings, Guenter Tusch, Raymond J. Higbea, Marie Vanderkooi, Larry Warkoczeski, Wanda Sankey, Jamie Cole

Transactions of the International Conference on Health Information Technology Advancement

Healthcare organizations may reap benefits transitioning to electronic health records (EHRs), such as decreased healthcare costs and better care. However, severe unintended consequences from implementation and design of these systems have emerged. Poorly implemented EHR systems may endanger the integrity of clinical or administrative data. That, in turn, can lead to errors jeopardizing patient safety or quality of care. A literature review of 40 sources identified how EHR implementation and design can impact provider centric, patient centric, and outcomes. These categories provided the basis for a comprehensive EHR impact model that was evaluated in non-hospital settings through focus groups interviews.

Impact Of Integrating A Neonatal Early-Onset Sepsis Risk Calculator Into The Electronic Health Record., Nyles T Fowler, Michael Garcia, Cynthia Hankins

Articles, Abstracts, and Reports

Investigators from Kaiser Permanente developed a risk-assessment calculator as a tool for evaluation of early-onset sepsis (EOS) to narrow antibiotic use for the treatment of EOS. The integration of the EOS risk calculator into an electronic health record will minimize manual calculations and data entry and improve compliance and accuracy through automation.

Methods: We performed a retrospective chart review for neonates ≥34 weeks and 0 days gestational age. We collected data pre-integration and post-integration of the EOS risk calculator. The primary outcome measure is the accuracy of user input into the calculator. Secondary outcomes include compliance with using the EOS …

Radical Technological Innovation And Perception: A Non-Physician Practitioners’ Perspective, Mercedes Maarup, Michael Dohan, Wenyao Zhao, Shikui Wu

Transactions of the International Conference on Health Information Technology Advancement

Radical technological innovations, such as chatbots, fundamentally alter many aspects of healthcare organizations. For example, they transform how clinicians care for their patients. Despite the potential benefits, they cannot be integrated into practice without the support of the clinicians whose jobs are affected. While previous research shed important light on physicians’ perceptions, little is known on nonphysician practitioners view said innovations. This paper reports on a qualitative study, involving 10 nonphysician clinicians from Ontario, Canada, conducted to determine the perceptions and cognitions of clinicians regarding radical innovation and their previous experiences with technological change. Results indicate that clinicians as semi-autonomous …

Transactions Of 2019 International Conference On Health Information Technology Advancement Vol. 4 No. 1, Center For Health Information Technology Advancement

Transactions of the International Conference on Health Information Technology Advancement

The Fourth International Conference on Health Information Technology Advancement Kalamazoo, Michigan, October 31 - Nov. 1, 2019.

Conference Co-Chairs Bernard T. Han and Muhammad Razi, Department of Business Information Systems, Haworth College of Business, Western Michigan University Kalamazoo, MI 49008

Transaction Editor Dr. Huei Lee, Professor, Department of Computer Information Systems, Eastern Michigan University Ypsilanti, MI 48197

Volume 4, No. 1

Hosted by The Center for Health Information Technology Advancement, WMU

November 2019, Swosu Bulldog Wellness Committee

SWOSU BULLDOG WELLNESS

National Diabetes Awareness Month Diabetes is one of the leading causes of disability and death in the United States. One in 10 Americans have diabetes — that’s more than 30 million people. There are also 84 million adults in the United States are at high risk of developing type 2 diabetes.

Depending on your age, weight, and other factors, you may be at higher risk of developing type 2 diabetes. The good news is that making healthy changes can greatly lower your risk. To help prevent type 2 diabetes:

• Watch your weight
• Eat healthy
• Get more physical activity

Community-Acquired Pneumonia Pathogenesis In Patients With Chronic Obstructive Pulmonary Disease, Julio A. Ramirez, Rodrigo Cavallazzi

The University of Louisville Journal of Respiratory Infections

No abstract provided.

Smrtfridge: Iot-Based, User Interaction-Driven Food Item & Quantity Sensing, Amit Sharma, Archan Misra, Vengateswaran Subramaniam, Youngki Lee

Research Collection School Of Computing and Information Systems

We present SmrtFridge, a consumer-grade smart fridge prototype that demonstrates two key capabilities: (a) identify the individual food items that users place in or remove from a fridge, and (b) estimate the residual quantity of food items inside a refrigerated container (opaque or transparent). Notably, both of these inferences are performed unobtrusively, without requiring any explicit user action or tagging of food objects. To achieve these capabilities, SmrtFridge uses a novel interaction-driven, multi-modal sensing pipeline, where Infrared (IR) and RGB video sensing, triggered whenever a user interacts naturally with the fridge, is used to extract a foreground visual image of …

Connecting Aces To In-Patient Behavioral Health Treatment Associated With Bullying/Cyberbullying, Rachel Pfafman, Jessica Pater, Lauren Reining, Michelle Drouin, Connie Kerrigan, Kelley Kardys

Health Services and Informatics Research

Depression, Smart Phone Dependence, and Social Media Cyberbullying Among Youth and Young Adults Wyatt Meriwether, PhD, Quality, Safety, & Value, Kansas City VA Medical Center, Independence, MO APHA's 2019 Annual Meeting and Expo (Nov. 2 - Nov. 6)

Abstract: Connecting ACEs to in-patient behavioral health treatment associated with bullying/cyberbullying.

Bullying/cyberbullying are pervasive for today’s youth – 28% report being bullied and 30% report having been a bully themselves. Involvement with cyberbullying is linked to depression, suicidal ideation, and attempted or completed suicide. In addition to bullying/cyberbullying, adverse childhood experiences (ACEs) impact future violence victimization and perpetration. The CDC estimates that …

Vitamon: Measuring Heart Rate Variability Using Smartphone Front Camera, Sinh Huynh, Rajesh Krishna Balan, Jeonggil Ko, Youngki Lee

Research Collection School Of Computing and Information Systems

We present VitaMon, a mobile sensing system that can measure the inter-heartbeat interval (IBI) from the facial video captured by a commodity smartphone's front camera. The continuous IBI measurement is used to compute heart rate variability (HRV), one of the most important markers of the autonomic nervous system (ANS) regulation. The underlying idea of VitaMon is that video recording of human face contains multiple cardiovascular pulse signals with different phase shift. Our measurement on 10 participants shows the significant time delay (36.79 ms) between the pulse signals measured at the jaw region and forehead region. VitaMon leverages deep neural network …

Estimating Glycemic Impact Of Cooking Recipes Via Online Crowdsourcing And Machine Learning, Helena Lee, Palakorn Achananuparp, Yue Liu, Ee-Peng Lim, Lav R. Varshney

Research Collection School Of Computing and Information Systems

Consumption of diets with low glycemic impact is highly recommended for diabetics and pre-diabetics as it helps maintain their blood glucose levels. However, laboratory analysis of dietary glycemic potency is time-consuming and expensive. In this paper, we explore a data-driven approach utilizing online crowdsourcing and machine learning to estimate the glycemic impact of cooking recipes. We show that a commonly used healthiness metric may not always be effective in determining recipes suitable for diabetics, thus emphasizing the importance of the glycemic-impact estimation task. Our best classification model, trained on nutritional and crowdsourced data obtained from Amazon Mechanical Turk (AMT), can …

Characterizing And Predicting Repeat Food Consumption Behavior For Just-In-Time Interventions, Yue Liu, Helena Huey Chong Lee, Palakorn Achananuparp, Ee-Peng Lim, Tzu-Ling Cheng, Shou-De Lin

Research Collection School Of Computing and Information Systems

Human beings are creatures of habit. In their daily life, people tend to repeatedly consume similar types of food items over several days and occasionally switch to consuming different types of items when the consumptions become overly monotonous. However, the novel and repeat consumption behaviors have not been studied in food recommendation research. More importantly, the ability to predict daily eating habits of individuals is crucial to improve the effectiveness of food recommender systems in facilitating healthy lifestyle change. In this study, we analyze the patterns of repeat food consumptions using large-scale consumption data from a popular online fitness community …

Artificial Intelligence And The Challenge For Rural Medicine, James Denvir

Marshall Journal of Medicine

Recent advances in artificial intelligence, machine learning, and deep learning are beginning to have an impact on everyday experiences, from natural language processing used in automated telephone call centers to semi-autonomous vehicles. These techniques have also been applied to medical care. In this editorial we discuss applications of AI to medicine and argue for a proactive approach to include rural medicine in this paradigm shift.

What’S New In Civic Tech: Watech Launches Gis Data Portal, Zack Quaintance

Innovation and SimLab

Plus, a data competition aims to reduce Indiana’s infant mortality rate; Code for America’s GetCalFresh program works to reach eligible self-employed residents; and Louisiana has a new Medicaid enrollment app.

Original online article link

Population Health Management, Data And Technology, Helena Ladd, Cody Hepp, Anna Mccloud, Hannah Granger, Mary Ellen Hethcox, Samuel Calabrese

Pharmacy and Wellness Review

No abstract provided.

October 2019, Randy Curry, Cindy Brooks

RURAL ROCKS

Rural Rocks, the Rural Health Network newsletter by the SWOSU College of Pharmacy

What Do Faculties Specializing In Brain And Neural Sciences Think About, And How Do They Approach, Brain-Friendly Teaching-Learning In Iran?, Sahar Ghanbari, Fariba Haghani, Malahat Akbarfahimi

Journal of Mind and Medical Sciences

Objective: to investigate the perspectives and experiences of the faculties specializing in brain and neural sciences regarding brain-friendly teaching-learning in Iran. Methods: 17 faculties from 5 universities were selected by purposive sampling (2018). In-depth semi-structured interviews with directed content analysis were used. Results: 31 sub-subcategories, 10 subcategories, and 4 categories were formed according to the “General teaching model”. “Mentorship” was a newly added category. Conclusions: A neuro-educational approach that consider the roles of the learner’s brain uniqueness, executive function facilitation, and the valence system are important to learning. Such learning can be facilitated through cognitive load considerations, repetition, deep questioning, …

Association Of Urine Levels Of C-Reactive Protein With Clinical Outcomes In Patients With Pneumonia: A Pilot Study, Subathra Marimuthu, Vidyulata Salunkhe, Stephen P. Furmanek, Leslie A Wolf

The University of Louisville Journal of Respiratory Infections

Finding relevant biomarkers as a potential predictor of severity for patients hospitalized with community acquired pneumonia (CAP), in addition to the clinical scoring system, could advance progress towards more effective patient management. The inflammatory marker, C-reactive protein (CRP), which is elevated in the pathogenesis of many infectious diseases, may be a key biomarker target for CAP. Previous studies have shown that serum CRP may be a useful diagnostic marker for pneumonia in hospitalized patients with acute respiratory symptoms. The main aims of this study were to determine the correlation between serum and urine CRP levels in hospitalized patients with CAP, …

Augmenting Healthcare, Wai Mun Lim

Research Collection Institute of Service Excellence (2007-2024)

Lim Wai Mun of Doctor Anywhere weighs in the importance of customer education and persistence when dealing with a conservative market.

Systems, Apparatus And Method For Material Preparations And / Or Handling, Robert Doebler, Ali Nadim, James D. Sterling, Anna Hickerson, Barbara Erwin, Denice Woyski, Ryan P. Talbot, Bruce Irvine

Business and Information Technology Faculty Research & Creative Works

Oscillating angularly rotating a container containing a mate rial may cause the material to be separate. Denser or heavier material may unexpectedly tend to be collected relatively close to the axis of rotation, while less dense or light material may tend to collect relatively away from the axis of rotation. Oscillation along an arcuate path provides high lysing efficiency. Alternatively, a micromotor may drive an impeller removably received in a container. Lysing may be implemented in batch mode, flow - through stop or semi-batch mode, or flow - through continuous mode. Lysing particulate material may exceed material to be lysed …

"Will Using Telemedicine With Medical Command During Situational Awareness Escalation Add Value To Patient Care?", Kathy Farrell, Bradley Bishop, Lisa Carney, Matthew B. Johnson, Natalie Masters, Lisa Pruitt, Sherry Mccool, Laura Fitzmaurice

Posters

No abstract provided.