Health Information Technology Commons^™

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. …

Dentistry And The Law: Ex-Employees Who Solicit Patients Using Stolen Information, Dan Schulte Jd

The Journal of the Michigan Dental Association

This month’s Dentistry and the Law column discusses actions to take with a former employee who solicits patients. In cases where former employees solicit patients using stolen patient information, dental practices can take legal action. Employment agreements and employee handbooks should include confidentiality clauses. Breach of these clauses allows for lawsuits, seeking damages for business loss. Additional claims like tortious interference, unfair competition, and misappropriation may also apply. Michigan's Uniform Trade Secrets Act can provide injunctive relief and damages if the patient information is deemed a "trade secret." Seeking legal advice from an experienced attorney is essential.

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 …

A Survey Study Of Speech-Language Therapists’ Experiences With Teletherapy At The Onset Of The Covid-19 Crisis, Jason A. Rosas

Dissertations, Theses, and Capstone Projects

The present study aimed to understand how delivering pediatric treatment services via ‘teletherapy’ affected speech-language therapists (SLTs) during the initial outbreak of the COVID-19 pandemic crisis in 2020. SLTs reported on their experiences with the change from in-person to remote service delivery via two national surveys distributed at the start of the pandemic between April 2020 and July 2020. To explain SLTs’ survey responses, this dissertation introduced the Professional Adaptation Model (PA Model). The PA Model facilitated evaluation of the SLTs’ professional environment and the psychological constructs of their professional identity believed to influence the transition to speech-language teletherapy. Specifically, …

Analysis Of The Utilization Of Nebraska Medicine's Price Transparency Tool, Ingrid A. Olson

Capstone Experience

Healthcare costs have become a significant concern for patients, healthcare facilities, economists, and politicians within the United States. In an effort to understand and reduce health-related costs, price transparency laws were enacted at the beginning of 2021. Because of these new laws, hospitals must provide a price transparency tool for their patients. “Price transparency in healthcare makes pricing information more readily available, defines the value of services, and enables patients and other care purchasers to identify, compare, and choose providers that offer the desired level of value” (AAMC, 2022). However, research results on price transparency tools use and efficacy is …

J Mich Dent Assoc April 2022

The Journal of the Michigan Dental Association

Monthly, The Journal of the Michigan Dental Association brings news, information, and feature articles to our state's oral health community and the MDA's 6,200+ members. No publication reaches more Michigan dentists!

In this April 2022 issue, the reader will find the following original content:

• A cover feature “Protect Your Patients and Yourself: The Complete and Honest Medical History”
• A feature article “The Foundation for Dental Care: The Patient Interview and Dental/Medical Health History”
• A 10-Minute EBD “The Preferred Analgesia for Orthodontic Tooth Movement: Acetaminophen or NSAIDs?”
• News you need: an Editorial, a "Reminder about Antitrust Law", and regular department articles, …

Open Your Eyes To 3d Imaging, Lea Al Matny Dds, Ms

The Journal of the Michigan Dental Association

This cover feature illuminates the transformative role of cone beam computed tomography (CBCT) in dental diagnostics and treatment planning. As CBCT evolves from specialized to commonplace usage, its impact on various dental specialties, including oral surgery, periodontics, orthodontics, and general dentistry, becomes apparent. The article underscores the necessity of understanding CBCT's fundamental concepts and emphasizes the importance of customized imaging protocols tailored to patients' needs. Comprehensive evaluation of CBCT scans reveals anatomical variations, aids in detecting periapical pathosis, visualizing root fractures, assessing external cervical root resorption, and contributes to airway analysis. Moreover, the article explores CBCT's expanding role beyond implant …

10-Minute Ebd: Digital Scans Or Conventional Impressions: Which Results In Better Crowns?, Laura Tsu Dds

The Journal of the Michigan Dental Association

This 10-Minute EBD column critically evaluates the outcomes of digital scans versus conventional impressions in fabricating single-unit crowns, focusing on factors such as marginal and internal fit. Employing a PICO question and a literature search pathway via PubMed, the analysis includes systematic reviews and meta-analyses. Findings suggest that crowns from digital scans generally exhibit clinically acceptable marginal and internal fit, often outperforming conventional impressions. However, heterogeneity in study samples and methodologies contributes to varied results. While digital scans meet the standard of care, ongoing research is essential for a comprehensive understanding of the evolving landscape in digital prosthodontics.

Cbct In Clinical Practice, Tarunjeet Pabla Bds, Dmd, Ms, Dip. Abomr, Hugo C. Campos Dds, Dmd, Mds, Dip. Abomr, Aruna Ramesh Bds, Dmd, Ms, Dip. Abomr

The Journal of the Michigan Dental Association

This feature explores the integration of Cone Beam Computed Tomography (CBCT) into dental practice, offering guidelines for best practices. Introduced in 2001, CBCT revolutionized dental radiography, impacting various clinical areas. The article emphasizes the need for clinicians to comprehend CBCT technology, its benefits, and potential risks. It delves into CBCT imaging considerations, technical parameters (Field of View, Voxel Size, Spatial and Contrast Resolution), image viewing, artifacts, machine calibration, and service. Addressing radiation dose, risks, and protection, the article outlines decision-making for 2D vs. 3D imaging. It underscores the responsibility of interpreting CBCT images, legal considerations, return on investment, and the …

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 …

Advocacy Spotlight: Ada Lobbyist Conference Highlights Critical Advocacy Issues, Neema Katibai Jd

The Journal of the Michigan Dental Association

The ADA Lobbyist Conference highlighted crucial issues in dentistry, including Medicare reform, teledentistry, workforce concerns, and insurance challenges. State dental associations collaborated on building advocacy partnerships and shared successful grassroots engagement strategies. Medicare reform discussions focused on the ADA's opposition to Plan B inclusion and the impact of constituent outreach. State associations addressed Medicaid reform, emphasizing personal stories to convey the need for change. Teledentistry legislation and insurance company relationships were also key topics. The insights gained will shape the MDA's advocacy strategy for 2022.

Understanding Challenges And Solutions With Systemigrams: Application To Electronic Medical Record Systems, Amit Malhan, Laquanda L. Johnson, Robert Pavur

Journal of International Technology and Information Management

The medical field is becoming bigger and more complex in the 21st century, diseases both emergent and re-emergent are on the rise and are costing lives around the world. Evolution of many diseases has made people find a reason to seek medical care in healthcare centers. This has led to increased development of health care facilities as peoples’ urge to get quality diagnosis and treatment rises. However, in the past patients ended up waiting a long time in their efforts to obtain these services. These wait times were due to the lack of proper documentation and recording of the personal …

Health And Technology: Online Platform To Facilitate Access To Care And Prevention For Chronic Non-Communicable Conditions In Rwanda, Arnaud Michel Nibaruta Mdp

Regis University Student Publications (comprehensive collection)

Rwanda is confronted with a growing problem of non-communicable diseases (NCD). It is important that people in Rwanda have access to effective prevention and treatment. This paper explores a program that would use a digital platform to facilitate access to information, services, and products that would help NCD at risk populations in Rwanda to access appropriate prevention and care. The program was developed based on the author’s experience in Rwanda’s healthcare industry, the information from review of literature as well as key informant interviews (NCD patients, advocates, and caregivers) and a survey with health professionals. The research conducted highlighted that …

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 …

Integration Of Internet Of Things And Health Recommender Systems, Moonkyung Yang

Electronic Theses, Projects, and Dissertations

The Internet of Things (IoT) has become a part of our lives and has provided many enhancements to day-to-day living. In this project, IoT in healthcare is reviewed. IoT-based healthcare is utilized in remote health monitoring, observing chronic diseases, individual fitness programs, helping the elderly, and many other healthcare fields. There are three main architectures of smart IoT healthcare: Three-Layer Architecture, Service-Oriented Based Architecture (SoA), and The Middleware-Based IoT Architecture. Depending on the required services, different IoT architecture are being used. In addition, IoT healthcare services, IoT healthcare service enablers, IoT healthcare applications, and IoT healthcare services focusing on Smartwatch …

Realist Evaluation Of The Early-Stage Implementation Of A Smartphone-Based Disease Surveillance Project In Two Armed-Conflict Communities In Nigeria, Bashir M. Mustapha, Samuel C. Avemaria Utulu

The African Journal of Information Systems

We investigate the early-stage implementation of a smartphone-based acute flaccid paralysis (AFP) surveillance project in communities experiencing armed conflicts in Nigeria. We aim to expose factors influencing the early-stage implementation of smartphone-based AFP surveillance in two rural communities experiencing armed conflicts in Northern Nigeria. Thus, exploring “what works, for whom and under what contextual conditions?” in the early-stage implementation of a smartphone-based AFP surveillance project, given the involvement of multiple stakeholders. We adopted stakeholder theory as a lens to guide the study. We adopted a qualitative case study method, realist philosophy, semi-structured interview, participatory observation, and thematic data analysis. The …

J Mich Dent Assoc November 2021

The Journal of the Michigan Dental Association

Every month, The Journal of the Michigan Dental Association brings news, information, and features about Michigan dentistry to our state's oral health community and the MDA's 6,200+ members. No publication reaches more Michigan dentists!

In this issue, the reader will find the following original content:

• Cover stories with a “Focus on Advocacy: Helping Dentistry Succeed”, including “MDA Dental PAC: What It Is and Why It Matters “, “2021 Advocacy Success — and More to Come “, and “Dental Programs Maintained in 2021-22 State Budget”.
• A feature article on “The Anishinaabe Dental Outreach Program”.
• A feature article, “How Your Website and …

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 …

J Mich Dent Assoc August 2021

The Journal of the Michigan Dental Association

Every month, The Journal of the Michigan Dental Association brings news, information, and features about Michigan dentistry to our state's oral health community and the MDA's 6,200+ members. No publication reaches more Michigan dentists!

In this issue, the reader will find the following original content:

• A cover story on “Diversity, Equity, Inclusion, and Dentistry: Understanding the MDA’s Perspective”.
• A feature article, “Diversity, Equity, Inclusion, and Dentistry: Its Impact on Oral Health — You Can Make a Difference!”.
• A feature article from the Journal’s DEI series, “Welcoming Diversity, Equity, and Inclusion with Students Considering Careers in Dentistry”.
• A feature clinical article …

Assessing Telemedicine Outcomes With Hospitality Principles, Wei Wei, Yunying (Susan) Zhong

Rosen Research Review

Hospitality as a concept has relevance across many industries of service provision, including the health care sector. The COVID-19 pandemic has had a major impact on the way in which patients access health care from their service providers. In this study, Dr. Wei Wei and Dr. Yun Ying (Susan) Zhong build a predictive model outlining the most important factors in enabling patients to experience positive emotional outcomes during telemedicine encounters.

A Framework For Accessing Patient Big Data: Ant View Of A South African Health Facility, Sibulela Mgudlwa, Tiko Iyamu

The African Journal of Information Systems

This study was undertaken to develop a framework that can be used to guide analysis when translating and transforming big data into a more purposeful resource for healthcare service delivery in South Africa. It is intended to assist in addressing some of the challenges encountered by healthcare facilities. Qualitative data were collected, with a focus on the types of interactions that happen between actors when accessing and using patients’ big data for healthcare services. Actor-network theory (ANT) was applied as a lens in the analysis of the data, to examine the relationships between actors when accessing and using big data …

J Mich Dent Assoc July 2021

The Journal of the Michigan Dental Association

Every month, The Journal of the Michigan Dental Association brings news, information, and features about Michigan dentistry to our state's oral health community and the MDA's 6,200+ members. No publication reaches more Michigan dentists!

In this issue, the reader will find the following original content:

• A cover story on “Measuring Outcomes to Improve the Quality of Clinical Care”.
• A feature article, “Is Your Office Winning or Losing the Race? You Won’t Know Without Measurement”.
• The feature article, “The DQA and Quality Measurement in Dental Programs and Plans”.
• News you need, Editorial and regular department articles on MDA Foundation activities, Dentistry …

J Mich Dent Assoc June 2021

The Journal of the Michigan Dental Association

Every month, The Journal of the Michigan Dental Association brings news, information, and features about Michigan dentistry to our state's oral health community and the MDA's 6,200+ members. No publication reaches more Michigan dentists!

In this issue, the reader will find the following original content:

• A cover story “Team-Based Treatment of Oral Cancer: The U-M Experience”.
• A feature article, “Dental Management of the Head and Neck Cancer Patient Treated with Radiation Therapy: Update 2021”.
• A feature article on “Understanding Cyber Threats and the Risk they Pose to Your Practice”.
• "A Train-the-Trainer Education Model and Rural Dental Opioid Prescribing Outcomes”, a …

J Mich Dent Assoc May 2021

The Journal of the Michigan Dental Association

Every month, The Journal of the Michigan Dental Association brings news, information, and features about Michigan dentistry to our state's oral health community and the MDA's 6,200+ members. No publication reaches more Michigan dentists!

In this issue, the reader will find the following original content:

• A cover story “3D Printing in Dentistry: Concepts, Technologies, and Applications”.
• An interview with new MDA President Dr. Mike Maihofer.
• The MDA award-winners for 2021.
• A feature article, “Things to Know about the New e-Prescribing Law”.
• News you need, Editorial and regular department articles on MDA Foundation activities, Dentistry and the Law, Staff Matters, and …

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 …

J Mich Dent Assoc March 2021

The Journal of the Michigan Dental Association

Every month, The Journal of the Michigan Dental Association brings news, information, and features about Michigan dentistry to our state's oral health community and the MDA's 6,200+ members. No publication reaches more Michigan dentists!

In this issue, the reader will find the following original content:

• A cover story, “Vaccination by Dentists: Integrating Vaccination into Dental Practice”.
• A feature article on “Creating Opportunities for HPV Awareness and Prevention in Dental Health Care Settings”.
• The feature article, “MDA Legislative Advocacy 2021: What We’ve Done and What’s to Come”.
• “How COVID-19 Has Impacted Michigan Dentists”, a feature article.
• News you need, Editorial and …

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.

Assessment Of The Blockchain Technology Adoption For The Management Of The Electronic Health Record Systems, Saeed Mohammed Alzahrani

Dissertations and Theses

Blockchain is an emerging technology that holds great promises in healthcare despite slow adoption and previous unsuccessful implementation projects. Blockchain adoption in healthcare has been slow, partly because healthcare is a heavily regulated and complex industry. Blockchain applications span various areas of healthcare such as patient data management, health information exchange, health supply chain management, financial and insurance claims, clinical trial, biomedical devices tracking, and pharmaceutical counterfeit. The main challenges with blockchain technology in healthcare are: scarcity of real applications, the high level of failing projects, and the need for various parties to function together. There is, however, a lack …

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 …