Health Information Technology Commons^™

Beneath The Surface Of Talking About Physicians: A Statistical Model Of Language For Patient Experience Comments, Taylor Turpen, Lea Matthews Md, Senem Guney Phd, Cpxp

Patient Experience Journal

This study applies natural language processing (NLP) techniques to patient experience comments. Our goal was to examine the language describing care experiences with two groups of physicians: those with scores in the top 100 and those with scores in the bottom 100 among all physicians (n=498) who received scores from patient satisfaction surveys. Our analysis showed a statistically significant difference in the language used to describe care experiences with these two distinct groups of physicians. This analysis illustrates how to apply NLP techniques in categorizing and building a statistical model for language use in order to identify meaningful language and …

How Do Healthcare Staff Respond To Patient Experience Feedback Online? A Typology Of Responses Published On Care Opinion, Lauren Paige Ramsey, Laura Sheard Dr, Rebecca Lawton Professor, Jane O'Hara Dr

Patient Experience Journal

Patients are increasingly describing their healthcare experiences publicly online. This has been facilitated by digital technology, a growing focus on transparency in healthcare and the emergence of a feedback culture in many sectors. Due to this area being previously unexplored, the objective of this study was to identify a typology of responses that healthcare staff provide on Care Opinion (www.careopinion.org.uk), a not-for-profit online platform on which patients are able to provide narrative feedback about health and social care in the UK. Framework analysis was used to qualitatively analyse a purposive sample of 486 stories regarding hospital care, and their 475 …

Socio-Demographic Predictors Associated With Capacity To Engage In Health Care, Ran Sun, Linden Wu, Scott Barnett, Patsy Deyo, Ellen Swartwout

Patient Experience Journal

Patient engagement is essential to improve outcomes and reduce healthcare costs. This study aimed to examine the socio-demographic factors associated with one’s capacity to engage in their health care. An observational, cross-sectional study was performed including patients from five medical/surgical units of four health systems. Patients’ engagement capacity was assessed using the person engagement index (PEI) instrument which contains four subscales: engagement in health care, technology use in health care, proactive approach to health care, and psychosocial support for health care. Separate general linear models were applied for the PEI total score and each of the four subscale scores. Our …

Assessing Capacity To Engage In Healthcare To Improve The Patient Experience Through Health Information Technology, Cynthia J. Sieck, Daniel M. Walker, Megan Gregory, Naleef Fareed, Jennifer L. Hefner

Patient Experience Journal

Patient engagement is viewed as a means to improve patient care, increase population health, and decrease health care costs. Efforts to improve engagement are prevalent across healthcare, particularly through health information technology (HIT) tools such as patient portals. However, we know that not all patients have the same ability to engage, leading to potential disparities. We present the Engagement Capacity Framework and suggest that examining capacity for engagement would improve our ability to address currently unmeasured factors that facilitate engagement. The objective was to examine factors that influence an individual’s capacity for engagement through HIT. We administered a paper survey …

A Patient Portal Push Toward Acceptance And Utilization Of The Technology, Deborah Kornacker Dnp, Rn, Kathy Fitzgerald Ph.D., Rn, Stacie Elder Ph.D.,Rn, Cne

Patient Experience Journal

Certified electronic health record technology (c-EHRT) has the capacity to enhance person-centered care through online engagement between providers and patients. A driver to portal use is the Centers for Medicare and Medicaid (CMS) Meaningful Use (MU) benchmarks. Currently, many health care centers and providers fall short in attracting patients to register and utilize online patient portals thus influencing optimal utilization of the EHR. Barriers cited in the literature include lack of stakeholder interest, multiple government policy and mandates, and lack of resources to implement standards for health information technology (HIT) standards in daily professional workflow. This program evaluation focused on …

Technology, Innovation And Transforming Healthcare Faster, Smarter And Together: A Conversation With Dr. Rasu Shrestha, Jason A. Wolf Phd, Cpxp

Patient Experience Journal

As part of our special issue on Innovation and Technology we had the pleasure of speaking with a visionary leader, Physician and healthcare executive, Dr. Rasu Shrestha, executive vice president and chief strategy officer at Atrium Health. In the conversation with Dr. Shrestha we were able to cover the foundational ideas of innovation and technology. We also explored its opportunities and potential pitfalls. Ultimately, we looked at the topic through the lenses of the human experience we provide in healthcare and how through a clear focus on experience and the effective integration of innovation and technology in those efforts, we …

Transformations In Health Information Technology And The Impact On Patient Experience, Cynthia J. Sieck Phd, Mph, Tim R. Huerta Phd, Ms

Patient Experience Journal

Changes in the way we collect and use health information, and the technology that enables these processes, have transformed the patient experience in health care. Compared to an earlier focus on using health information technology (HIT) for clinical purposes, patients are now also significant users of HIT, spurring the development of Patient-Facing Health Information Technology (PFHIT). These tools allow patients to use and interact with their health information and healthcare providers is new and transformative ways. We suggest that while these transformations have significant positive impacts, there are three important considerations which must be included as HIT continues to evolve: …

Reframing Innovation And Technology For Healthcare: A Commitment To The Human Experience, Jason A. Wolf Phd, Cpxp

Patient Experience Journal

This latest special issue of Patient Experience Journal focuses on the role of technology and innovation in patient experience. The articles included in this issue help us think about the ideas of innovation and health information technology (HIT) in some new and interesting ways. They also have us push the boundaries of what has framed what innovation and technology application look like in healthcare today. With this perspective, we explore the idea that HIT is not simply a process improvement tool; it is a means to elevate the human interactions at the heart of healthcare. Simultaneously in healthcare, innovation has …

Audience Response Systems And Missingness Trends: Using Interactive Polling Systems To Gather Sensitive Health Information From Youth., Tammy Toscos, Michelle Drouin, Mindy Flanagan, Maria D. Carpenter, Connie Kerrigan, Colleen Carpenter, Cameron Mere Mba, Marcia Haaff

Health Services and Informatics Research

BACKGROUND: The widespread availability and cost-effectiveness of new-wave software-based audience response systems (ARSs) have expanded the possibilities of collecting health data from hard-to-reach populations, including youth. However, with all survey methods, biases in the data may exist because of participant nonresponse.

OBJECTIVE: The aims of this study were to (1) examine the extent to which an ARS could be used to gather health information from youths within a large-group school setting and (2) examine individual- and survey-level response biases stemming from this Web-based data collection method.

METHODS: We used an ARS to deliver a mental health survey to 3418 youths …

July 2019, Randy Curry, Cindy Brooks

RURAL ROCKS

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

Knowledge Sharing Among Public Health Practitioners On Zoonotic Diseases In Plateau State, Nigeria, Lydia Endaben Lakan Dr

Library Philosophy and Practice (e-journal)

This study explores knowledge sharing among public health professionals in managing zoonotic diseases in Plateau State. To achieve the objective of this study five research questions were raised to include: What is the perception of public health professionals about knowledge sharing in managing zoonotic diseases? What is the absorptive capacity of health professionals in managing zoonotic diseases? What factors motivate public health professionals to share knowledge in managing zoonotic diseases? What factors limit knowledge sharing of public health professionals in managing zoonotic diseases? How do the constructs of social exchange theory explain the perception of public health professionals about knowledge …

Getting Change-Space: A Grounded Theory Study Of Automated Ehealth Therapy, Marianne T. S. Holter, Ottar Ness, Ayna Johansen, Håvar Brendryen

The Qualitative Report

A promising tool for bettering people’s health is eHealth (or “mHealth”) programs: fully automated, web-based health interventions. However, we know surprisingly little about eHealth’s working mechanisms. One possible working mechanism is that program users benefit from a collaborative “relationship”—a “working alliance”—with the program. Although evidence support the existence of a person-to-program alliance it is unclear if and how it influences change. Therefore, we conducted a grounded theory study of how relating to an eHealth program for quitting smoking influenced the participants’ change processes. The ensuing model focuses on how participants got change-space—feeling free from social forcing and able to work …

Telepsychiatry Therapy As New Media For People With Mental Disorders Treatment (Case Study Of The People With Mental Disorders Health Workers To Reach Out Far Patients), Sri Wahyuningsih

Library Philosophy and Practice (e-journal)

Introduction. There are weak economic conditions of patients, such as costs, distance, transportation and supported by a minimal number of psychiatrists at Lawang Mental Hospital, the best alternative for Lawang Mental Hospital is offering innovation namely providing telepsychiatry therapy services to mental patients in Wonorejo Village, Singosari District Malang, which was allegedly by Ardimulyo Public Health Center staff in Singosari Subdistrict, that the presence of patients with the most mental disorders was 37 in the village of Wonorejo. The purpose of this study was to explore and analyze Telepsychiatry Therapy as a New Media For People With Mental Disorders …

Identifying Depression In The National Health And Nutrition Examination Survey Data Using A Deep Learning Algorithm, Jihoon Oh, Kyongsik Yun, Uri Maoz, Tae-Suk Kim, Jeong-Ho Chae

Psychology Faculty Articles and Research

Background

As depression is the leading cause of disability worldwide, large-scale surveys have been conducted to establish the occurrence and risk factors of depression. However, accurately estimating epidemiological factors leading up to depression has remained challenging. Deep-learning algorithms can be applied to assess the factors leading up to prevalence and clinical manifestations of depression.

Methods

Customized deep-neural-network and machine-learning classifiers were assessed using survey data from 19,725 participants from the NHANES database (from 1999 through 2014) and 4949 from the South Korea NHANES (K-NHANES) database in 2014.

Results

A deep-learning algorithm showed area under the receiver operating characteristic curve (AUCs) …

Social Media Text Mining Framework For Drug Abuse: An Opioid Crisis Case Analysis, Tareq Nasralah

Masters Theses & Doctoral Dissertations

Social media is considered as a promising and viable source of data for gaining insights into various disease conditions, patients’ attitudes and behaviors, and medications. The daily use of social media provides new opportunities for analyzing several aspects of communication. Social media as a big data source can be used to recognize communication and behavioral themes of problematic use of prescription drugs. Mining and analyzing such media have challenges and limitations with respect to topic deduction and data quality. There is a need for a structured approach to efficiently and effectively analyze social media content related to drug abuse in …

Optimizing Clinical Processes Using The Electronic Health Record To Improve Patient Outcomes In Primary Care, Alex Jubril

Doctoral Projects

Background: The EHR has been used to leverage clinical processes for the improvement of patient outcomes. The average users of EHR limit its uses to the minimum level required to complete the daily tasks needed, regardless of the existence of features within the EHR that are readily available to optimize clinical processes for efficiency and effectiveness.

Objectives: The objective of this project was to improve the documentation in a nurse-managed health clinic related to the patient-centered medical home (PCMH) core criteria through enhancing the EHR to foster the quality improvement metrics and reporting.

Methods: This was a quality improvement project …

Quality Assurance In Telehealth: Adherence To Evidence-Based Indicators., Daniel Halpren-Ruder, Anna Marie Chang, Judd E. Hollander, Anuh Shah

Department of Emergency Medicine Faculty Papers

Background: Value enhancing telehealth (TH) lacks a robust body of formal clinically focused quality assessment studies. Innovations such as telehealth must always demonstrate that it preserves or hopefully advances quality. Introduction: We sought to determine whether adherence to the evidence-based Choosing Wisely (CW) recommendations (antibiotic stewardship) for acute sinusitis differs for encounters through direct-to-consumer (DTC) telemedicine verses "in-person" care in an emergency department (ED) or an urgent care (UC) center.

Materials and Methods: Study design was a retrospective review. Patients with a symptom complex consistent with acute sinusitis treated through DTC were matched with ED and UC patients, based upon …

July 2019, Swosu Bulldog Wellness Committee

SWOSU BULLDOG WELLNESS

UV Safety Month

Summer has arrived and while the sun is shining bright it's a golden time to highlight July as UV Safety Awareness Month! We all love to take in those warm summer rays, but everyone must remember to protect their skin and eyes from the damaging effects of the sun.

Teens Using Screens For Help: Impact Of Suicidal Ideation, Anxiety, And Depression Levels On Youth Preferences For Telemental Health Resources., Tammy Toscos Phd, Amanda Coupe, Mindy Flanagan, Michelle Drouin, Maria D. Carpenter, Lauren Reining, Amelia Roebuck, Michael Mirro Md, Facc, Fhrs, Faha

Health Services and Informatics Research

BACKGROUND: High rates of mental illness, stress, and suicidality among teens constitute a major public health concern in the United States. However, treatment rates remain low, partially because of barriers that could be mitigated with tech-based telemental health (TMH) resources, separate from or in addition to traditional care.

OBJECTIVE: This study aimed to analyze TMH resource usage by high school students to establish current user characteristics and provide a framework for future development.

METHODS: A total of 2789 students were surveyed regarding demographics, recent anxiety and depression symptoms, suicidality, and stress; people with whom they could openly and honestly discuss …

A Transfer Learning Approach For Malignant Prostate Lesion Detection On Multiparametric Mri, Quan Chen, Shiliang Hu, Peiran Long, Fang Lu, Yujie Shi, Yunpeng Li

Radiation Medicine Faculty Publications

Purpose: In prostate focal therapy, it is important to accurately localize malignant lesions in order to increase biological effect of the tumor region while achieving a reduction in dose to noncancerous tissue. In this work, we proposed a transfer learning–based deep learning approach, for classification of prostate lesions in multiparametric magnetic resonance imaging images. Methods: Magnetic resonance imaging images were preprocessed to remove bias artifact and normalize the data. Two state-of-the-art deep convolutional neural network models, InceptionV3 and VGG-16, were pretrained on ImageNet data set and retuned on the multiparametric magnetic resonance imaging data set. As lesion appearances differ by …

June 2019, Randy Curry, Cindy Brooks

RURAL ROCKS

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

A Rule-Based Data Quality Assessment System In Electronic Health Records, Zhan Wang

Theses and Dissertations

Measuring and managing data quality in healthcare has remained largely uncharted territory. Rule-based data quality assessment in healthcare was explored through compilation of 63,397 data quality rules. This work applied a design science framework to design, demonstrate and test a scalable framework with which data quality rules can be managed, executed, and used in healthcare facilities for data quality assessment and monitoring. Rules were acquired by multiple methods including iterative design meetings with stakeholders. The system was validated using a mixed methods approach. System function was validated through iterative testing to assure that the system was working properly. Rule performance …

Expanding Care Access For The Homeless Using Teledermatology, Elizabeth Schoenberg, Ba, Nicholas A. Ross, Md, Kathleen Mcguinn, Md, Rachelle Lacey, Md, Elizabeth Jones, Md, Matthew Keller, Md

House Staff Quality Improvement and Patient Safety Conference (2016-2019)

Aims for Improvement

Specific: Expand dermatology care access to men’s shelters using a teledermatology model enabling us to determine the efficiency, feasibility, and relevance of delivering telehealthcare to the homeless population

Measurable: Surveys to determine patient and provider needs enabling creation of practice guidelines, as well as surveys measuring feasibility and efficacy of the teledermatology intervention

Assignable: JeffHOPE precepting medicine residents, on-call JeffHOPE dermatology residents, dermatology research fellow

Realistic: Pilot two interventions: 1) a teledermatology program to determine feasibility, utility, and efficiency of this care modality in a homeless population 2) a patient-centered practice recommendation booklet to best serve this …

Implementation Of A ‘Flow’ Attending Reduces Overall Ed Length Of Stay In Telehealth Intake Model, R. Fuega, K. Maloney, R. A. Band, B. H. Slovis, K. S. London, J. L. White

House Staff Quality Improvement and Patient Safety Conference (2016-2019)

Background

In an effort to improve our efficiency, the Department of Emergency Medicine recently transitioned from an in person physician triage model to a telehealth intake model. With this change, many new gaps have been identified. By uncoupling triage from the in person intake provider, we lost the ability to manage “quick” discharges, to provide secondary oversight of the patients in the internal waiting room, and to directly supervise patients seen in the fast track area. In order to address these new concerns, and to mitigate the loss felt by removing the in person provider from intake, a ‘flow’ attending …

Deep Ecg Estimation Using A Bed-Attached Geophone, Jae Yeon Park, Hyeon Cho, Wonjun Hwang, Rajesh Krishna Balan, Jeong Gil Ko

Research Collection School Of Computing and Information Systems

Electrocardiogram (ECG) signals offer rich information for analyzing and understanding the cardiac activity of a person. The continuous monitoring of ECG can help diagnose cardiac disorders, such as arrhythmia, effectively. While many wearable healthcare platforms offer continuous ECG monitoring, these devices are cumbersome in the fact that they need to be continuously attached to the human body, which causes uncomfortableness, and limits their usage when monitoring a person's ECG throughout the night as they sleep. In this work, we propose a fully non-intrusive sensing system for monitoring the ECG of a person while in bed. Specifically, we present Heartquake, a …

June 2019, Swosu Bulldog Wellness Committee

SWOSU BULLDOG WELLNESS

National Safety Month

Injuries are the leading cause of death for Americans ages 1 to 44. The good news? Everyone can get involved to help prevent injuries. During National Safety Month, SWOSU is working with community members to help reduce the risk of injuries. This June, we encourage you to learn more about important safety issues like preventing poisonings, transportation safety, and slips, trips, and falls.

Using Short Message (Sms) To Deliver Appointment Reminders And Reduce No-Show Rates: An Evidence-Based Practice Project, Fernando Serrano

Doctor of Nursing Practice Final Manuscripts

Background/Objectives: Missed appointments (MAs) are correlated with reduced treatment efficacy, increased financial burden on medical institutions, and early treatment terminations for therapy (DeFife, Conklin, Smith, & Poole, 2010). MAs occur for a variety of reasons including, but not limited to severity of illness, financial/geographic constraints, and forgetting the appointment (Filippidou, Lingwood, & Mirza, 2014). Appointment compliance within outpatient mental health clinics has a wide variance with some clinics reporting MAs ranging from 15% to 50% (Car, Gurol-Urganci, de Jongh, Vodopivec-Jamsek, & Atun, 2013).

With decreasing costs and a subsequent massive increase in mobile phone technology use by the general population, …

Patient’S Utilization Of Health Information Technologies For Disease Self-Management, Mahmoud Hamzeh Altawalbih

Dissertations

Background: The rapid growth of Health Information Technologies (HITs) provides

patients with greater opportunity to take control over their health. HITs utilization has

been proven to be a critical component of disease self-management and can result in

positive outcomes. Its widespread adoption and utilization is still relatively low among

patients with chronic disease. It is important to understand the factors that may impact

HITs utilization, such as the perceived Task-Technology Fit (TTF). A very limited

number of studies have examined the relationship between HITs utilization and the

perceived fit between task and technology in the context of TTF theory.

Aims/ …

Integrating Digital App Technologies Within Traditional Expressive Arts Therapy For Children And Adolescents, Sarah Storjohann

Expressive Therapies Capstone Theses

In recent years, technology in the form of digital applications (apps) has emerged as a fundamental aspect of everyday life as well as a practical, convenient, and inexpensive tool for artistic self-expression, most notably amongst children and adolescents. Ninety-eight percent of U.S. households currently possess some form of mobile device (Rideout, 2017), with an estimated 95% of U.S. teenagers ages 13 to 17 owning a Smartphone (Anderson & Jiang, 2018). As digital natives, children and adolescents are more likely to identify with and connect to these arts-based methods. Clinician perspective concerning digital integration varies across a wide spectrum. Through a …

Impact Of A Mobile Device-Based Clinical Decision Support Tool On Guideline Adherence And Mental Workload Among Trainee And Attending Physicians, Katherine M. Richardson

Presentations

This study evaluated PedsGuide, an app used to evaluate serious bacterial infections in febrile infants.