JGJennifer Gabbard

Jennifer Gabbard

*This is an algorithmically generated author record based on publicly available information.

Current Organizations / Institutes

The organizations/institutes from the scholar's latest article

Previous Organizations / Institutes

The organizations / institutes from the scholar's other articles in the past ten years


Jennifer Gabbard has a total of 145 co-authors. Here are the top co-authors by number of shared publications:

  • Jeff D. Williamson

    Section of Gerontology and Geriatric Medicine, Department of Internal Medicine Wake Forest University School of Medicine Winston‐Salem North Carolina USA

    5 shared publications
  • Kathryn E. Callahan

    Department of Internal Medicine, Section of Gerontology and Geriatrics, School of Medicine, Wake Forest University, 1 Medical Center Boulevard, Winston-Salem, NC, 27157, USA

    5 shared publications
  • Adam Moses

    Wake Forest Center for Healthcare Innovation, Wake Forest University School of Medicine , Winston Salem, NC 27101

    4 shared publications
  • Ajay Dharod

    Division of Public Health Sciences, Department of Implementation Science Wake Forest University School of Medicine Winston‐Salem North Carolina USA

    4 shared publications
  • Buddy Marterre

    4 shared publications
  • Nicholas M. Pajewski

    Department of Biostatistics and Data Science, Wake Forest University School of Medicine, Winston-Salem, NC, USA

    4 shared publications

Latest Publications

  • Emergency Physicians and Hospice and Palliative Medicine: A Growing Trend in Fellowship Training

    by Alexander Zirulnik, Caroline Meehan, Daniel Markwalter, Jennifer Gabbard, Alyssa Tilly, Paul Zimmerman, Jensy Stafford, Justin Brooten


  • Open Access

    Patient-reported pain severity is associated with shorter survival in older adults with newly diagnosed cancer

    by Jennifer Gabbard, Scott Isom, Tiffany Statler, Joanna Asselin, Kathryn E. Callahan, Nicholas M. Pajewski, Lynne I. Wagner, Armida Parala-Metz, Janet A. Tooze, Heidi D. Klepin

    Purpose: Pain is a prevalent and often undertreated symptom among older adults with cancer. This study examined whether self-reported pain levels are associated with overall survival (OS) in older adults newly diagnosed with cancer receiving chemotherapy. Methods: This retrospective cohort study included patients aged ≥ 65 years with newly diagnosed lung, colorectal, or breast cancer between 2017 and 2020, identified via a cancer registry at an academic medical center. Self-reported pain using the numeric rating scale (0–10), documented within 30 days of chemotherapy initiation, was categorized as none (0), mild (1–4), moderate (5–7), or severe (8–10). Baseline demographics, opioid use, and frailty (measured using a deficit accumulation approach) were collected. Kaplan–Meier was used to compare OS between groups. Cox proportional hazards models evaluated the association between pain levels and OS, adjusting for demographics, cancer stage and type, opioid use, and frailty. Results: Among 509 patients (median age 72.2 years; 55% female; 83.5% white; 13.4% Black), pain was highly prevalent: 16.5% reported mild, 19.6% moderate, and 17.3% severe pain. Median OS was significantly lower for patients with severe pain (9.1 months, 95% CI 6.5–12.7) compared to those with no pain (29.1 months, p < 0.0001). Severe pain (HR 1.60, 95% CI 1.14–2.24) and moderate pain (HR 1.52, 95% CI 1.10–2.10) were independently associated with higher mortality. Conclusions: Self-reported pain was significantly associated with reduced OS in older adults with cancer. These findings suggest that self-reported pain may serve as a clinical indicator of poor prognosis and support the role of routine pain assessment in identifying high-risk patients to support patient-centered care.


  • Longitudinal analysis of Annual Wellness Visit use among Medicare enrollees: Provider, enrollee, and clinic factors

    by Jennifer L. Gabbard, Ellis Beurle, Zhang Zhang, Erica L. Frechman, Kristin Lenoir, Emilie Duchesneau, Michelle M. Mielke, Amresh D. Hanchate

    Background: The utilization of Annual Wellness Visits (AWVs), preventive healthcare visits covered by Medicare Part B, has grown steadily since their inception in 2011. However, longitudinal patterns and variations in use across enrollees, providers, and clinics remain poorly understood. Objective: This study aimed to analyze AWV usage trends from 2018 to 2022 among a sizable cohort of Medicare beneficiaries, employing electronic health record (EHR) data. The goal was to assess AWV frequency and explore variations across enrollees, providers, and clinics. Design: This retrospective observational study utilized EHR data from Medicare beneficiaries aged 66 and above, receiving continuous primary care from 2018 to 2022 ( N = 24,549). Enrollees were classified into three categories based on their AWV utilization over a 5‐year period: low users (0–1 AWVs), moderate users (2–3 AWVs), and regular users (4–5 AWVs). AWV usage patterns were examined across individual demographics and provider/clinic characteristics using multilevel regression models. Key Results: Over the 2018–2022 period, 58.6% were regular AWV users, 27.7% were moderate users, and 13.7% were low users. Differences in primary care providers and clinics accounted for 56.4% (95% CI, 45.3%–66.9%) of the variation between low and regular users. Among enrollees who visited the same providers and clinics, individuals were less likely to be regular users of AWVs if they were 85 and older, Hispanic, from socioeconomically disadvantaged areas, or had multiple comorbidities. Conclusions: The majority of Medicare beneficiaries in the study engaged with AWVs, with 86% having two or more over the 5‐year period. These findings underscore the broad acceptance of AWVs among beneficiaries but also show that clinic and provider factors influence usage, especially among older, minoritized, and socioeconomically disadvantaged populations. Interventions at the provider and clinic levels are necessary to further improve AWV uptake, particularly for vulnerable groups.


  • “The Last Visit”: Saying Goodbye to Patients #493

    by Veronica Bujdos, Kimberly Chekan, Buddy Marterre, Erica Frechman, Jennifer Gabbard


  • Improving Outcomes for ICU Family Members: The Role of Spiritual Care

    by Alexia M. Torke, Shelley Varner-Perez, Emily S. Burke, Amber R. Comer, Susan Conrad, LaVera Crawley, Deborah Ejem, Jennifer Gabbard, Patricia E. Kelly, Buddy Marterre, et al.

    Having a family member hospitalized in the intensive care unit (ICU) can be a stressful experience for family members, encompassing both psychological and spiritual distress. With over 5 million ICU admissions annually in the United States, it is imperative to enhance the experiences and coping mechanisms of ICU family members. In particularly challenging situations, some family members even face psychological effects known as post-intensive care syndrome-family, which includes anxiety, depression, and posttraumatic stress. The distress may be worsened when patients and families experience poor communication or medical care, which has been shown to be more common among minoritized populations including Black and Hispanic patients and families. Family members' emotional and spiritual distress also has an effect on the medical decisions they make for the patient. While research has delved into the impact of spiritual care for ICU family members, further investigation is still needed to determine the most effective approaches for delivering such care. This narrative review will describe a conceptual model aimed at guiding future research in this endeavor. The model proposes that chaplains provide emotional, spiritual, and information support to ICU family members. This affects both their ICU experience, decision making, and outcomes for the patient and family. This process is also affected by characteristics of the family such as race, ethnicity, and economic status. This model helps identify gaps in research, including the need for randomized trials of spiritual care that identify mechanisms underlying outcomes and demonstrate impact of spiritual care, and consider race, ethnicity, and other characteristics.


  • Promoting serious illness conversations in primary care through telehealth among persons living with cognitive impairment

    by Jennifer L. Gabbard, Gretchen A. Brenes, Kathryn E. Callahan, Ajay Dharod, Richa Bundy, Kristie L. Foley, Adam Moses, Jeff D. Williamson, Nicholas M. Pajewski

    Background: serious illness conversations (SIC), particularly for persons living with cognitive impairment (PLCI), inconsistently happen in primary care. Pragmatic, scalable strategies are needed to promote SIC for PLCI. Design: Pragmatic, prospective single‐arm pilot study that occurred between July 1, 2021 and May 30, 2022 across seven primary care practices in North Carolina. Participants: Community‐dwelling patients aged 65 and older with known or probable mild cognitive impairment or dementia (with decision‐making capacity) and their care partners (if available). Intervention: SIC telehealth intervention (TeleVoice) via video or telephone to assist PLCI in discussing their current goals, values, and future medical preferences, while facilitating documentation within the EHR. Main Outcomes: Main feasibility outcomes included reach/enrollment, intervention completion, and adoption rates at the clinic and provider level. Primary effectiveness outcomes included SIC documentation and quality within the EHR and usage of advance care planning billing (ACP) codes. Results: Of the 163 eligible PLCI approached, 107 (66%) enrolled (mean age 83.7 years, 68.2% female, 16.8% Black, 22% living in a geographic area of high socioeconomic disadvantage) and 81 (76%) completed the SIC telehealth intervention; 45 care partners agreed to participate (mean age 71.5 years, 80% female). Adoption at clinic level was 50%, while 75% of providers within these clinics participated. Among PLCI that completed the intervention, SIC documentation and usage of ACP billing codes was 100% and 96%, respectively, with 96% ( n = 78) having high‐quality SIC documentation. No significant differences were observed between telephone and video visits. Conclusion: These findings provide preliminary evidence to support the feasibility of conducting SICs through telehealth to specifically meet the needs of community‐dwelling PLCI. Further investigation of the sustainability of the intervention and its long‐term impact on patient and caregiver outcomes is needed.


  • Open Access

    A Personalized and Interactive Web-Based Advance Care Planning Intervention for Older Adults (Koda Health): Pilot Feasibility Study

    by R Lynae Roberts, Katelin D Cherry, Desh P Mohan, Tiffany Statler, Eric Kirkendall, Adam Moses, Jennifer McCraw, Andrew E Brown Iii, Tatiana Y Fofanova, Jennifer Gabbard

    Background: Advance care planning (ACP) is a process that involves patients expressing their personal goals, values, and future medical care preferences. Digital applications may help facilitate this process, though their use in older adults has not been adequately studied. Objective: This pilot study aimed to evaluate the reach, adoption, and usability of Koda Health, a web-based patient-facing ACP platform, among older adults. Methods: Older adults (aged 50 years and older) who had an active Epic MyChart account at an academic health care system in North Carolina were recruited to participate. A total of 2850 electronic invitations were sent through MyChart accounts with an embedded hyperlink to the Koda platform. Participants who agreed to participate were asked to complete pre- and posttest surveys before and after navigating through the Koda Health platform. Primary outcomes were reach, adoption, and System Usability Scale (SUS) scores. Exploratory outcomes included ACP knowledge and readiness. Results: A total of 161 participants enrolled in the study and created an account on the platform (age: mean 63, SD 9.3 years), with 80% (129/161) of these participants going on to complete all steps of the intervention, thereby generating an advance directive. Participants reported minimal difficulty in using the Koda platform, with an overall SUS score of 76.2. Additionally, knowledge of ACP (eg, mean increase from 3.2 to 4.2 on 5-point scale; P<.001) and readiness (eg, mean increase from 2.6 to 3.2 on readiness to discuss ACP with health care provider; P<.001) significantly increased from before to after the intervention. Conclusions: This study demonstrated that the Koda Health platform is feasible, had above-average usability, and improved ACP documentation of preferences in older adults. Our findings indicate that web-based health tools like Koda may help older individuals learn about and feel more comfortable with ACP while potentially facilitating greater engagement in care planning.


  • The Association Between an Electronic Health Record (EHR)–Embedded Frailty Index and Patient-Reported Outcomes Among Patients with Metastatic Non–Small-Cell Lung Cancer on Immunotherapy: A Brief Report

    by Jennifer Gabbard, Saadia Nur, Beverly J. Levine, Thomas W. Lycan, Nicholas Pajewski, Erica Frechman, Kathryn E. Callahan, Heidi Klepin, Laurie E. McLouth

    Background: While frailty is a well-established predictor of overall mortality among patients with metastatic non-small cell lung cancer (mNSCLC), its association with patient-reported outcomes is not well-characterized. The goal of this study was to examine the association between an electronic frailty index (eFI) score and patient-reported outcome measures along with prognostic awareness among patients with mNSCLC receiving immunotherapy. Methods: In a cross-sectional study, patients with mNSCLC who were on immunotherapy completed the European Organization for the Research and Treatment of Cancer Quality of Life Questionnaire Core 30 (EORTC-QLQ-C30) and the National Cancer Institute Patient Reported Outcomes version of the Common Terminology Criteria for Adverse Events (PRO-CTCAE). We utilized bivariate analyses to compare quality of life, symptoms, supportive services, and prognostic awareness among 3 groups defined by e-frailty status. Results: Sixty patients (mean age 62.5 years, 75% Caucasian, 60% women) participated. Most patients were pre-frail (68%), with 13% being frail and 18% non-frail. Pre-frail and frail patients had significantly lower physical function scores (mean 83.9 fit vs 74.8 pre-frail vs 60.0 frail, P = .04) and higher rates of self-reported pain (75% frail vs 41.5% pre-frail vs 18.2% fit; P = .04) compared to non-frail patients. We found no differences in palliative referral rates. Conclusion: Pre-frail and frail mNSCLC patients identified by the eFI have higher rates of pain and physical functional impairments than non-frail patients. These findings highlight the importance of emphasizing preventive interventions targeting social needs, functional limitations, and pain management, especially among pre-frail patients to reduce further decline.


  • Open Access

    Evaluating the pragmatic characteristics of advance care planning outcome measures in dementia clinical trials: A scoping review

    by Jennifer L. Gabbard, Joan G. Carpenter, Natalie C. Ernecoff, Kimberly Mournighan, Isabella Cornea, Mark McKone, Laura C. Hanson

    Background: Advance care planning (ACP) is a process that involves discussing a person's goals, values, and preferences; it is particularly important for persons living with dementia (PLWD) given that dementia is incurable and progressive. To ensure results that will impact real‐world practices, ACP outcome measures must be psychometrically strong, meaningful to key partners, and pragmatic to collect. Therefore, we conducted a scoping review of outcome measures utilized in ACP randomized controlled clinical trials (RCTs) enrolling PLWD or their care partners and evaluated their pragmatic characteristics. Methods: We searched MEDLINE/PubMed, EMBASE, CINAHL, PsycINFO, and Web of Science for peer‐reviewed ACP RCTs enrolling PLWD or their care partners from 2011 to 2021. We abstracted characteristics of primary and secondary outcome measures, including pragmatic characteristics using an adapted Psychometric and Pragmatic Evidence Rating Scale and ACP outcome domains using the standardized ACP Outcome Framework (i.e., process, action, healthcare, or quality of care). Results: We included 21 ACP RCTs. Trials included 103 outcome measures (39 primary and 64 secondary), of which 11% measured process, 14% measured action, 49% measured healthcare, and 26% measured quality of care. Twenty‐four (23%) outcome measures were highly pragmatic, the majority of which (67%) reflected healthcare outcome measures. Sixty‐one (59%) outcomes were assessed as highly relevant to PLWD or their care partners. Only 20% ( n = 21) of outcome measures were embedded into clinical practice. Most (62%) RCTs were conducted in nursing homes, and 33% were focused PLWD with advanced stage disease. Conclusions: In RCTs testing ACP interventions to support PLWD, only 23% of outcome measures were highly pragmatic, and most of these measured healthcare utilizations. Outcome assessments were rarely integrated into the EHR during routine clinical care. New outcome measures that address the lived experience of PLWD and their care partners plus have high pragmatic characteristics are needed for embedded pragmatic clinical trials.


  • Prognostic Awareness, Palliative Care Use, and Barriers to Palliative Care in Patients Undergoing Immunotherapy or Chemo-Immunotherapy for Metastatic Lung Cancer

    by Laurie E. McLouth, Jennifer Gabbard, Beverly J. Levine, Shannon L. Golden, Thomas W. Lycan, W. Jeffrey Petty, Kathryn E. Weaver

    Background and Objectives: This study describes patients' prognostic awareness and palliative care use in the setting of immunotherapy for metastatic non-small cell lung cancer (mNSCLC). Design: We surveyed 60 mNSCLC patients receiving immunotherapy at a large academic medical center; conducted follow-up interviews with 12 survey participants; and abstracted palliative care use, advance directive completion, and death within a year of survey completion from the medical record. Results: Forty seven percent of patients surveyed thought they would be cured; 83% were not interested in palliative care. Interviews suggested oncologists emphasized therapeutic options when discussing prognosis and that commonly used descriptions of palliative care may exacerbate misperceptions. Only 7% had received outpatient palliative care and 8% had an advance directive a year after the survey; only 16% of the 19 patients who died had received outpatient palliative care. Conclusions: Interventions are needed to facilitate prognostic discussions and outpatient palliative care during immunotherapy. Clinical Trial Registration Number NCT03741868.