Health Information Technology Commons^™

Navigating The Future Of Healthcare: Big Data's Impetus For Inpatient Quality Enhancement, Lakyn Hyre, Brian Cox, Alberto Coustasse

Management Faculty Research

This study aims to explore the impact of big data utilization on quality improvement in inpatient facilities, specifically assessing its influence on readmission rates, patient outcomes, and potential cost savings. This study utilized mixed methodologies with a literature review complemented by semi-structured interviews to gain perspectives about big data utilization on quality improvement in inpatient facilities. The Marshall University Institutional Review Board (IRB) approved the interview. This study’s conceptual framework (Figure 1) was adapted from the research framework of Yao, Chu, and Li (Yao et al., 2010). The framework displays the reasoning of and approach to big data and machine …

Revolutionizing Revenue Cycle Management: Ai's Impact On Healthcare Organizations, Rachel Pennington, Alberto Coustasse

Management Faculty Research

Revenue Cycle Management (RCM) stands as a cornerstone in healthcare, overseeing the intricate processes involved in capturing, managing, and collecting revenue generated from patient services. However, the landscape of RCM has long been plagued by inefficiencies. These inefficiencies underscore the urgency for innovative approaches, and the integration of AI emerges as a promising solution to streamline processes and optimize revenue capture.

The Role Of Technology In Online Health Communities: A Study Of Information-Seeking Behavior, Leann Boyce, Ahasan Harun, Gayle Prybutok, Victor R. Prybutok

Information Systems Faculty Publications and Presentations

This study significantly contributes to both theory and practice by providing valuable insights into the role and value of healthcare in the context of online health communities. This study highlights the increasing dependence of patients and their families on online sources for health information and the potential of technology to support individuals with health information needs. This study develops a theoretical framework by analyzing data from a cross-sectional survey using partial least squares structural equation modeling and multi-group and importance-performance map analysis. The findings of this study identify the most beneficial technology-related issues, like ease of site navigation and interaction …

Effect Of The Announcement Of Human-To-Human Transmission On Teleconsultation Services In China During Covid-19, Mairehaba Maimaitiming, Jingui Xie, Zhichao Zheng, Yongjian Zhu

Research Collection Lee Kong Chian School Of Business

Objectives: Telemedicine enables patients to communicate with physicians effectively, especially during the coronavirus disease (COVID-19) pandemic. However, few studies have explored the use of online health care platforms for a comprehensive range of specialties during the COVID-19 pandemic. This study aimed to investigate how telemedicine services were affected by the announcement of human-to-human transmission in China. Methods: Telemedicine data from haodf.com in China were collected. A difference-in-differences analysis compared the number of telemedicine use and the number of active online physicians for different specialties in 2020 with the numbers in 2019, before and after the announcement of human-to-human transmission. Results: …

Medical Tourism & Communication, Alicia Mason

Faculty Submissions

Medical tourism (MT), sometimes referred to as health tourism or medical travel, involves both the treatment of illness and the facilitation of wellness, with travel. Medical tourism is a multifaceted and multiphase process involving many agents and actors that requires careful planning and execution. The coordinated process involves the biomedical, transportation, tourism, and leisure industries. From the communication perspective, the process can be viewed as a 5-stage model consisting of the: (a) orientation, (b) preparation, (c) experiential and treatment, (d) convalescence, and (e) reflection phases. Medical tourism is uniquely situated in a nexus of academic literature related to communication, business …

Artificial Intelligence Is Revolutionizing Controlled Substance Diversion Detection, Brian Cox, Alberto Coustasse, Craig Kimble

Management Faculty Research

In community and institutional health care sectors, artificial intelligence (AI) use is expanding. AI is being tapped broadly in operations, customer service, and scheduling, with major pharmacy chains such as Kroger, CVS, and Walgreens, already starting to implement AI applications in their pharmacies. So far, Kroger has begun to use AI for employee onboarding and training processes, CVS is applying AI in negotiations with suppliers, and Walgreens is using it to streamline vaccine scheduling. With these advances in major pharmacy chains, the next extensive application for AI has become clearer: diversion monitoring. Diversion occurs in health care settings when a …

Benchmark Study: Impact Of Electronic Health Records Vs. Paper-Based Records, Erin Emmerich

MSN Capstone Projects

Medical documentation is an essential part of healthcare and conducted at the highest standard; documentation ensures the delivery of safe and high-quality healthcare services (Noureldin et al., 2014). Performance Improvement team reports the same poor outcomes each quarter that may be a result of the paper-based documentation system. These outcomes include patient safety, patient satisfaction and cost-effectiveness. This narrative review’s purpose is to determine whether the implementation of an electronic health record (EHR) system could improve outcomes. Evidence-based guidelines for the implementation of an EHR need special consideration to have a successful transition. Further studies may need to be reviewed …

Creating The Capacity For Digital Government, Cheow Hoe Chan, Steven M. Miller

Asian Management Insights

This article explains how a well-thought-out data policy, supported by a tech stack and cloud infrastructure, an agile way of working, and coordinated whole-of-government leadership, are fundamental to successful government digital transformation efforts, as exemplified by the Singapore government’s digital journey. As part of explaining how to create the capacity for digital government, the main sections of this article cover:

• The origins of GovTech
• How thinking big, starting small and acting fast is a practical strategy for organisational learning
• The importance of horizontal platforms and other enablers of a horizontal approach
• Data architecture and policy
• “Shifting left” with internal technology …

The Impacts Of Role Overload And Role Conflict On Physicians' Technology Adoption, Eun Hee Park, Ghiyoung P. Im, Jing Zhang, Young Hwan Lee, Kyung Hee Chun, Young Soon Park

Information Technology & Decision Sciences Faculty Publications

Technology adoption is an important solution for physicians to increase work efficiency, and thus deal with role conflict among their multiple job roles. Prior studies have not investigated how multiple job roles and role conflict influence physicians’ technology adoption intentions. Based on role strain theory and role identity theory, we present a model of physicians’ technology adoption intentions to support their primary (clinical care) versus secondary (teaching or research) job roles. We test the model using surveys with 156 physicians at nine medical schools in Korea. The results of our data analysis largely support our hypotheses. Role overload in each …

Can Big Data Cure Risk Selection In Healthcare Capitation Program? A Game Theoretical Analysis, Zhaowei She, Turgay Ayer, Daniel Montanera

Research Collection Lee Kong Chian School Of Business

Problem definition: This paper analyzes a market design problem in Medicare Advantage (MA), the largest risk-adjusted capitation payment program in the U.S. healthcare market. Evidence exists that the current MA capitation payment program unintentionally incentivizes health plans to cherry pick profitable patient types, which is referred to as “risk selection”. However, the root causes of the risk selection are not comprehensively understood, which we study in this paper. Academic / Practical Relevance: The existing literature primarily attributes the observed risk selection in MA market to data limitations and low explanatory power (e.g. low R2) of the current risk adjustment design. …

Technology-Enabled Behavioral Health Integration Decreases Emergency Department Utilization, Adam Pardes, Rachelle Rene, Phansy Chun Chun, Mollie Cherson

Jefferson Hospital Staff Papers and Presentations

Background:

Behavioral health integration allows for patient-centered care, leads to higher levels of provider-patient engagement, and is key to improving patient outcomes. However, behavioral health integration is administratively burdensome and therefore is often not adopted. Technology presents opportunities to increase care team efficiency and improve patient outcomes. The goal of this study was to retrospectively compare clinical outcomes and emergency department utilization in patients using a technology platform compared to patients receiving treatment as usual.

Methods:

The technology platform, NeuroFlow, was deployed to deliver technology-enabled behavioral health integration in 30 clinics, and 598 electronic health records were analyzed.

Results:

In …

Tele-Icu In The Unites States: Is A Cost-Effective Model?, Michael Robie, Stephanie Cole, Archana Suwal, Alberto Coustasse

Management Faculty Research

Introduction: The United States Society of Critical Care Medicine has announced a shortage of all critical care intensivists due to the increased need for critical care for the aging population with comorbidities and improved life expectancy. This shortage has led to tele-ICU programs that have allowed intensivists to care for patients simultaneously remotely.

Methods: This study aimed to assess the potential for the hospital implementation of tele-ICU to determine its overall healthcare cost-effectiveness. The methodology was a review that followed a systematic search approach utilizing 42 sources.

Results: The study findings showed that tele-ICU contributed to reduced hospital LOS by …

Why Do Family Members Reject Ai In Health Care? Competing Effects Of Emotions, Eun Hee Park, Karl Werder, Lan Cao, Balasubramaniam Ramesh

Information Technology & Decision Sciences Faculty Publications

Artificial intelligence (AI) enables continuous monitoring of patients’ health, thus improving the quality of their health care. However, prior studies suggest that individuals resist such innovative technology. In contrast to prior studies that investigate individuals’ decisions for themselves, we focus on family members’ rejection of AI monitoring, as family members play a significant role in health care decisions. Our research investigates competing effects of emotions toward the rejection of AI monitoring for health care. Based on two scenario-based experiments, our study reveals that emotions play a decisive role in family members’ decision making on behalf of their parents. We find …

Covid‑19, Race/Ethnicity, And Age: The Role Of Telemedicine To Close The Gaps On Health Disparities, Andreas Kakolyris, Juan J. Delacruz, Christos I. Giannikos

Publications and Research

The novel COVID-19 outbreak is a major public health challenge that quickly turned into an economic recession of great proportions. This pandemic poses a trade-off between health and the economy where social distancing, quarantines, and isolation shut down demand and supply chains across the USA. This paper analyzes the impact of COVID-19 on illness and death among older adults and communities of color with low socioeconomic status in New York City. To achieve this goal, fractional logit models are used to capture changes in the novel virus’ morbidity and mortality rates at the neighborhood level. Median income, race/ethnicity, age, household …

Reporting Health Data In Waiting Rooms With Mobile Technology: Patient Expectation And Confirmation, Iris Reychav, Ankur Arora, Rajiv Sabherwal, Karina Polyak, Jun Sun, Joseph Azuri

Information Systems Faculty Publications and Presentations

Objectives: Hospitals and medical staff use digital devices such as mobile phones and tablets to treat patients. Prior research has examined patient-reported outcomes, and the use of medical devices to do diagnosis and prognosis of patients, but not whether patients like using, and intend to use in future, mobile devices to self-report medical data. We address this research gap by developing a theoretical model based on the expectancy confirmation model (ECM) and testing it in an empirical study of patients using mobile technology to self-report data.

Design: This study adopts a non-interventional cross-sectional research design. Randomly-selected patients provided data via …

Connecting Healthcare – Leveraging Technology To Promote Value-Based Care In The Emergency Department, Ahnna Michelle Jackson

Doctoral Dissertations and Projects

The emergency department is a fast-paced and complex environment that serves hundreds of thousands of people a day across the state of Georgia. The establishment of a culture of value-based care in the emergency department is attainable but often falls short when the staff cannot properly leverage the technology available to them. Framed by the Complex Adaptive Theory and The Input/Throughput/Output Model of ED Patient Flow, the purpose of this qualitative case study was to explore how emergency department leaders and staff could better leverage technology to develop and sustain a culture of value-based care. The 30 participants in this …

Significant Stakeholders: Toward An Agile Knowledge Management System In The Time Of Coronavirus Crisis, Yaojie Li, Yi Zhou, Thomas Stafford, Xuan Wang

Information Systems Faculty Publications and Presentations

Effective crisis response requires sophisticated knowledge management in organizations. Agile systems development capabilities for such crisis response systems are important, particularly for purposes of tailoring a crisis-oriented knowledge management system to a rapidly shifting threat landscape. We propose an architecture for achieving both of these ends in the form of an Agile Crisis Management System involving three specific stakeholders, and we discuss the steps, outcomes, and implications of such a system.

Charge Masters And The Effects On Hospitals, Whitney Layton, Katie Lemmon, Alberto Coustasse

Management Faculty Research

The hospital chargemaster has been the heart of the healthcare revenue cycle, as it has served as the hospitals’ starting point for billing patients and payers. The CDM was made as an extensive breakdown of the cost of the care provided and in order for a hospital to correctly bill a patient for care received as every chargeable item in the hospital must be included in the master. The methodology for this study utilized a literature review. It consisted of academic sources, electronic databases, academic journals, and government websites. Thirty-eight sources were referenced for this literature review. The literature review …

A Data Analytics Study For Adverse Reactions Of Blood Donors By Age, Gender, And Donation Type, Muhammed Miah, Shah J. Miah

Business Information Systems Faculty Research

The blood donation process is usually very safe, and blood donors are comfortable during the blood donation procedure; however, blood donors occasionally experience various types of adverse reactions during or at the end of blood donation. Some of these reactions are very minor while blood donors sometimes experience serious reactions as well. This study aims to analyze the various types of adverse reactions experienced by the blood donors. The study conducts detailed analysis on a significant amount of real data collected through a blood organization in the southern part of the United States and provides the results regarding the frequency …

Text Mining To Identify The Origin Of Chronic Wasting Disease, G. Webb

Faculty Research, Scholarly, and Creative Activity

Chronic wasting disease (CWD) is a 100 percent fatal, prion disease of deer that has the potential to decimate the deer population and jump to the human population. A simple Google search on the “origin of chronic wasting disease” yielded a total of 56 relevant articles. Of these, 75 percent report that the origin is unknown, 19.6 percent report that the disease may have originated in a Fort Collins, Colorado, government research facility, and 5.4 percent report other possible origins. Government sources reported the Fort Collins theory 4.3 percent of the time while non-governmental sources, such as news articles, reported …

Can Caregivers Trust Information Technology In The Care Of Their Patients? A Systematic Review, Alice Noblin, Barbara Hewitt, Murad Moqbel, Scott Sittig, Lakesha Kinnerson, Vera Rulon

Information Systems Faculty Publications and Presentations

The Health Insurance Portability and Accountability Act of 1996 (HIPAA) requires that healthcare providers allow patients to engage in their healthcare by allowing access to their health records. Often patients need informal caregivers including family members or others to help them with their care. This paper explores whether trust is a key factor for informal caregivers’ decision to use health information technologies (HIT) including electronic health records (EHR), patient portals, mobile apps, or other devices to care for their patient. Six reviewers conducted a comprehensive search of four literature databases using terms that pertained to a caregiver and trust to …

Strategic Audit Of Optum, Connor Crow

Honors Theses

Optum is a large American-based pharmacy benefit manager, healthcare consultant, healthcare delivery service, and business analytics corporation that has dominated the industry with sister-company UnitedHealthcare underneath the umbrella UnitedHealthGroup. This report seeks to understand through internal and external analyses how Optum’s business model and strategies have allowed them to gain and sustain competitive advantages in the everchanging, volatile environment of healthcare. Specific tools used to highlight this include Porter’s Five Forces, PESTEL, and SWOT analyses. Additionally, strategic recommendations are given for Optum’s next steps.

Sustaining Patient Engagement: The Role Of Health Emotion And Personality Traits In Patient Portal Continuous Use Decision, Murad Moqbel, Mohammed Sajedur Rahman, Sunyoung Cho, Barbara Hewitt

Information Systems Faculty Publications and Presentations

Healthcare providers increasingly rely on technology, such as patient portals, for asynchronous communication with their patients. Even though clinicians have increasingly adopted patient portals to enhance healthcare quality and reduce cost, few patients continue to use this technology. In this paper, we investigate the effect that individuals’ health emotion and personality traits as measured using the five-factor model (FFM) have on patients’ intention to continually use patient portals through the lens of emotional dissonance theory. We collected survey data from 187 patients at a major medical center in the Midwestern United States. After we analyzed the data using structural equation …

Telepsychiatry Use In Rural Areas In The United States: A Literature Review Of The Benefits, Alberto Coustasse, Morgan Ruley, Tonnie C. Mike, Briana M. Washington, Anna Robinson

Management Faculty Research

Rural areas have experienced a higher than average shortage of healthcare professionals. Numerous challenges have limited access to mental health services. Some of these barriers have included transportation, number of providers, poverty, and lack of insurance. Recently, the utilization of telepsychiatry has increased in rural areas. The purpose of this review was to identify and coalesce the benefits of telepsychiatry for adults living in rural communities in the United States to determine if telepsychiatry has improved access and quality of care. The methodology for this study was a literature review that followed a systematic approach. References and sources were written …

Physicians’ Perceived Threats And Electronic Medical Record Workaround, Joseph A. Manga, Nan Xiao

Information Systems Faculty Publications and Presentations

Electronic medical record (EMR) systems can improve patient care and their usages are mandatory in many health care organizations. Yet, some physicians engaged in workaround behaviors as a response to their negative experiences in using EMR. Leveraging protection motivation theory, we propose a theoretical framework to understand what causes physicians to use EMR systems less effectively. We posit that EMR systems’ usability and physicians’ technology capability affect their appraisal of threats associated with EMR use, which in turn influences their workaround behaviors. We conclude with some implications to research and practice, and opportunities for future research.

Chronic Disease Management: How It And Analytics Create Healthcare Value Through The Temporal Displacement Of Care, Steve M. Thompson, Johnathan Whitaker, Rajiv Kohli, Craig Jones

Finance Faculty Publications

The treatment of chronic diseases consumes 86% of U.S. healthcare costs. While healthcare organizations have traditionally focused on treating the complications of chronic diseases, advances in information technology (IT) and analytics can help clinicians and patients manage and slow the progression of chronic diseases to result in higher quality of life for patients and lower healthcare costs.

We build on prior research to introduce the notion of temporal displacement of care (TDC), in which IT and analytics create healthcare value by displacing the time at which providers and patients make interventions to improve healthcare outcomes and reduce costs. We propose …

Analysis Of Massive Online Medical Consultation Service Data To Understand Physicians’ Economic Return: Observational Data Mining Study, Jinglu Jiang, Ann-Frances Cameron, Ming Yang

Management and Accounting Faculty Scholarship

Background: Online health care consultation has become increasingly popular and is considered a potential solution to health care resource shortages and inefficient resource distribution. However, many online medical consultation platforms are struggling to attract and retain patients who are willing to pay, and health care providers on the platform have the additional challenge of standing out in a crowd of physicians who can provide comparable services. Objective: This study used machine learning (ML) approaches to mine massive service data to (1) identify the important features that are associated with patient payment, as opposed to free trial–only appointments; (2) explore the …

Telehealth In Critical Care: Quality And Cost Outcomes, Stephanie Cole, Michael Robie, Bukola Abodunde, Alberto Coustasse

Management Faculty Research

As the population of the United States has continued to age, there has been an increase in usage and Hospital Length of Stay (LOS) costs of Intensive Care Unit (ICU) beds. In the early 2000s, it was determined there would be a shortage of all ICU providers within the next decade due to the increased need for critical care for the aging generation. Around this time, the Leapfrog Group was formed to demand that hospitals improve quality and decrease cost. Utilization of telehealth in the ICU was a possible alternative, which had a positive impact on both clinical and financial …

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 …

An Analysis Of The Evolving Intellectual Structure Of Health Information Systems Research In The Information Systems Discipline, Langtao Chen, Aaron Baird, Detmar W. Straub

Business and Information Technology Faculty Research & Creative Works

The rapid evolution of health information systems (Health IS) research has led to many significant contributions. However, while the Health IS subset of information systems (IS) scholarship has considerably grown over the past two decades, this growth has led to questions regarding the current intellectual structure of this area of inquiry. In an effort to more fully understand how Health IS research has contributed to the IS discipline, and what this may mean for future Health IS research in the IS domain, we conduct an in-depth evaluation of Health IS research published in mainstream IS journals. We apply citation analysis, …