Family Medicine Commons^™

Advancing Motivational Interviewing Training With Artificial Intelligence: Readmi, Paul J. Hershberger, Yong Pei, Dean A. Bricker, Timothy Crawford, Ashutosh Shivakumar, Miteshkumar Vasoya, Raveendra Medaramitta, Maria Rechtin, Aishwarya Bositty, Josephine F. Wilson

Family Medicine Faculty Publications

Background: Motivational interviewing (MI) is an evidence-based, brief interventional approach that has been demonstrated to be highly effective in triggering change in high-risk lifestyle behaviors. MI tends to be underutilized in clinical settings, in part because of limited and ineffective training. To implement MI more widely, there is a critical need to improve the MI training process in a manner that can provide prompt and efficient feedback. Our team has developed and tested a training tool, Real-time Assessment of Dialogue in Motivational Interviewing (ReadMI), that uses natural language processing (NLP) to provide immediate MI metrics and thereby address the need …

Applying Mixed-Effects Modeling To Behavioral Economic Demand: An Introduction, Brent A. Kaplan, Christopher T. Franck, Kevin Mckee, Shawn P. Gilroy, Mikhail N. Koffarnus

Family and Community Medicine Faculty Publications

Behavioral economic demand methodology is increasingly being used in various fields such as substance use and consumer behavior analysis. Traditional analytical techniques to fitting demand data have proven useful yet some of these approaches require preprocessing of data, ignore dependence in the data, and present statistical limitations. We term these approaches “fit to group” and “two stage” with the former interested in group or population level estimates and the latter interested in individual subject estimates. As an extension to these regression techniques, mixed-effect (or multilevel) modeling can serve as an improvement over these traditional methods. Notable benefits include providing simultaneous …

The Effectiveness Of Digital Health Interventions For Weight Loss In Postpartum Women: A Systematic Review And Meta-Analysis, Logan Rabuogi

Master of Medicine in Family Medicine

Objectives: This systematic review and meta-analysis aimed (1) to determine the effectiveness of digital health intervention (DHI) components on weight loss in postpartum women, (2) to determine the effect of DHIs on body mass index and (3) to determine the attrition rates within DHIs. Methods: Electronic searches were conducted on PubMed (MEDLINE), Cochrane Library, Google Scholar, and Web of Science from inception to 22nd April 2020. Studies included were; (1) randomized controlled trials (RCT), quasi-experimental trials, and controlled before-after studies (2) of weight loss interventions delivered by either website, Internet, email, computer, Apps, SMS, phone call, or video player (3) …

Developing An End-Of-Life Discussion Protocols, James Hawley

Rural Health Professions Projects

End of life (EOL) issues are far too often addressed reactively in Emergency Departments when patients can no longer express their wishes. This scenario can result in unwanted futile care, increased healthcare costs, and emotional hardships for family and healthcare workers. The purpose of this quality improvement project was to implement a provider-patient communication protocol that would shift advanced directive conversations proactively back into the local rural primary care setting.

Colorectal Cancer: Screening And Prevention Education, Johnna Boggs

Rural Health Professions Projects

Colorectal cancer is the 2^nd leading cause of cancer related deaths in the United States (USPSTF, 2016). In 2017 there were over 141, 000 cases diagnosed with over 51,000 deaths reported (Center for Disease Control, 2020). This raises great concern for primary care clinicians. One guideline recommended by USPSTF, is that patients undergo screening who are at low to moderate risk for colorectal cancer. This can be done by various studies. Cologuard, which is a fecal occult screening that detects certain DNA markers or blood is currently recognized by the USPSTF for colorectal cancer. The purpose of this quality …

Evaluation Of A Rural Clinic's Compliance With Bone Density Screening In Women Aged 65 And Greater, Chelsea B. Brincks

Rural Health Professions Projects

Osteoporosis affects over 12 million Americans, leading to fractures, chronic pain, reduced independence, and decreased quality of life (United States Preventative Services Task Force [USPSTF], 2018). Up to 30% of individuals who suffer an osteoporotic hip fracture will not survive 12 months post-fracture, and 71% of all osteoporotic fractures occur in women (USPSTF, 2018). Due to increased risk with age, the USPSFT recommends all women have initial bone densitometry at age 65 or greater (2018). Medicare reimburses DEXA screening, the gold standard bone densitometry, every 24 months in individuals at risk (Centers for Medicare & Medicaid Services [CMMS], 2018). The …

Opioid Use Disorder: The Timeline For Medication Assisted Therapy, Alexander Cristofori

Capstone Showcase

Opioid Use Disorder is patterns of opioid use leading to withdrawal, giving up important life events in order to use opioids, and excessive time spent using opioids, to name a few diagnostic criteria. The clinical progression of the disorder involves periods of acute exacerbation and remission that are cyclic in nature. Treatment is most effective when it includes both pharmacological and psychosocial modalities, referred to as medication assisted therapy (MAT). Three drugs used commonly in MAT-based treatment for OUD from oldest to newest include Methadone, Buprenorphine-naloxone, and Naltrexone. Treatment program models that prioritize total abstinence from the addictive substance attached …

Acupuncture Therapy In The Treatment Of Osteoarthritis Of The Knee, Reece Bartell

Capstone Showcase

Abstract

Introduction: Osteoarthritis (OA) is a chronic condition that affects the joints of the body, most commonly the knees; it has the potential to cause debilitating pain, and stiffness and decrease quality of life. The current management involves lifestyle modifications of a healthy diet and exercise as well as analgesics like NSAIDs or acetaminophen to manage symptoms. Long-term use of these medications has been associated with many side effects affecting the GI and CV system. This review analyzes the use of acupuncture therapy (I) for symptom management (O) in patients aged 60-80 years old suffering from mild to moderate …

Evaluating The Use Of Telehealth To Manage Hypertension In Primary Care, Alexandra M. Wiesner

DNP Projects

Background: Hypertension remains one of the most common chronic conditions in the United States leading to several health complications and immense financial burdens, yet it remains grossly undertreated despite the availability of evidence-based treatment options. The 2017 guidelines from the American College of Cardiology and American Heart Association recommended the use of home blood pressure monitoring with a telehealth component as an adjunct to regular hypertension treatment; however, implementing this into practice can be difficult depending on the setting, available resources, and the knowledge and skills of the providers. Aims: The purpose of this investigation is to evaluate patient adherence …

Smart Watch Detection Of Supraventricular Tachycardia (Svt): First Case From Tanzania, Nadeem Kassam, Omar Aziz, Eric Aghan, Samina Somji, Hanifa Mbithe, Mustaafa Bapumia, Robert Mvungi, Salim Sarani

Internal Medicine, East Africa

Smartwatches like the Apple Watch have been on the rise worldwide and their use is gaining popularity in developing countries. Their ability to detect dysrhythmias is well documented. Present practice discourages the use of these devices as a diagnostic tool. Nevertheless, atypical findings from these devices should be clinically investigated. This case demonstrates an eventual diagnosis of supraventricular tachycardia (SVT) based on an Apple watch alert which was subsequently confirmed by electrophysiological evaluation.

The Primary Care Provider’S Role In Screening And Intervening In The Human Trafficking Of Adolescents: A Systematic Literature Review, Brittany Schmid

All Graduate Theses, Dissertations, and Other Capstone Projects

Human trafficking (HT) is a growing concern within the United States (U.S.) and internationally. With the alarming number of HT victims presenting for medical care, primary care providers (PCPs) are in a unique and privileged position to encounter HT victims within the healthcare system. Adolescents, in particular, are vulnerable to HT because of minimal life experiences, inadequate social support, and limited coping mechanisms (Ertl et al., 2020). Failure to recognize and intervene in cases involving HT victims who are minors is detrimental to the individual’s health, wellbeing, and safety. With the assistance of education and training, community resources, guideline adoption, …

Physician Knowledge, Attitudes, And Behaviors Towards Registered Dietitian Nutritionists, Amy Motley Jones

UNF Graduate Theses and Dissertations

Diet is increasingly linked with overall quality of life, and a healthy diet is now being considered one of the cornerstones of preventative care. Physicians rely on Registered Dietitian Nutritionists (RDNs) as most doctors lack the nutrition knowledge to properly treat their patients, especially during their residency. Little published information exists on the specific collaboration of RDNs and resident physicians. This study aimed to determine whether mentoring with an RDN increased physician nutrition knowledge, increased consults to RDNs, and whether physician attitudes improved regarding their understanding of the role of the RDN in healthcare. Knowledge or attitude alone are not …

Performance In Mortality Prediction Of Saps 3 And Mpm-Iii Scores Among Adult Patients Admitted To The Icu Of A Private Tertiary Referral Hospital In Tanzania: A Retrospective Cohort Study, Nadeem Kassam, Eric Aghan, Samina Somji, Omar Aziz, James Orwa, Salim Surani

Internal Medicine, East Africa

Background: Illness predictive scoring systems are significant and meaningful adjuncts of patient management in the Intensive Care Unit (ICU). They assist in predicting patient outcomes, improve clinical decision making and provide insight into the effectiveness of care and management of patients while optimizing the use of hospital resources. We evaluated mortality predictive performance of Simplified Acute Physiology Score (SAPS 3) and Mortality Probability Models (MPM0-III) and compared their performance in predicting outcome as well as identifying disease pattern and factors associated with increased mortality.

Methods: This was a retrospective cohort study of adult patients admitted to the ICU of …

Re: "Psychiatric Medication Users By Age And Sex"., Kelsey Sicker

Ambulatory and Primary Care Articles

No abstract provided.

Improving Student Confidence With Electronic Health Record Order Entry, Arindam Sarkar, Anjali Aggarwal, Larissa Grigoryan, Susan G Nash, Nidhi Mehrotra, Roger J Zoorob, William Y Huang

Faculty, Staff and Students Publications

INTRODUCTION: Despite near-universal utilization of electronic health records (EHRs) by physicians in practice, medical students in most ambulatory settings gain limited experience with placing EHR orders. In this study, an individual preceptor site investigated the usefulness of a targeted curriculum in improving students' EHR confidence and clinical reasoning skills.

METHODS: Family medicine clerkship students assigned to one community health center were invited to participate in this prospective, survey-based study. In their first week, students observed a preceptor performing EHR tasks. For the remainder of the 4-week clerkship, students utilized decision support tools, assigned a working diagnosis, entered unsigned orders in …