MHMary Sloan Hedges

Mary Sloan Hedges

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Mary Sloan Hedges has a total of 112 co-authors. Here are the top co-authors by number of shared publications:


Latest Publications

  • Open Access

    Psychological symptoms during perimenopause: a global perspective

    by Adam C. Cunningham, Mary S. Hedges, Yella Hewings-Martin, Regina Castaneda, Jana Karam, Liudmila Zhaunova, Stephanie S. Faubion, Chrisandra L. Shufelt

    Objectives: Psychological health changes are known to occur during perimenopause, but the extent to which these differ from premenopause remains unclear. This study aimed to assess psychological symptoms during perimenopause compared with premenopause and evaluate differences by country. Methods: Flo app users aged 35 years or above not taking hormonal contraception or hormone therapy were included. The psychological domain of the Menopause Rating Scale (range 0-16) and symptoms within this domain of depressive mood, irritability, anxiety, and exhaustion (range 0-4 each) were evaluated. Participants in perimenopause were compared with those in premenopause (self-reported not in perimenopause or postmenopause). Results: A total of 7,975 women were included, with 2,353 in perimenopause (mean age 45 years [SD±4.5]) and 5,622 in premenopause (39 y [SD±4.0]). Psychological Menopause Rating Scale scores in the perimenopause group were significantly higher (7.3 [SD±3.56]) than in the premenopause group (4.8 [SD±3.56]; P P <0.001, for all respectively), with the largest difference being exhaustion. These findings remained after adjusting for known confounders, including an existing diagnosis of anxiety or depression. Geographic analysis included 20 countries across 6 continents, with significant differences identified between countries for the overall psychological symptom domain score and all individual symptoms. Conclusion: Significantly greater psychological symptom burden was identified in the perimenopause group compared with the premenopause group, with the greatest difference noted for the individual symptom of exhaustion. Differences in symptom burden were also identified by country.

  • Open Access

    Exploring prevalence and drivers of perimenopause uncertainty among US Women: a mixed-methods study

    by Yihan Xu, Deirbhle Fergus, Yella Hewings-Martin, Mary Hedges, Carley Prentice, Adam Cunningham, Liudmila Zhaunova, Chrisandra Shufelt, Stephanie Faubion

    Objective: Perimenopause is an under-recognized life stage that is often accompanied by complex and fluctuating symptoms. We aimed to quantify the prevalence of perimenopause uncertainty and explore the underlying drivers. Methods: We conducted a mixed-methods study using a cross-sectional survey of US women aged 35 years and above (N=7,640). We estimated the prevalence of perimenopause uncertainty and examined subgroup differences by age and symptom severity. Content analysis of free-text responses (n=409) identified key uncertainty drivers. Results: Overall, 34% (95% CI: 33%-35%) of participants reported being unsure of their reproductive stage. Uncertainty varied by age and symptom severity ( P < 0.001), peaking at 42% (95% CI: 41%-43%) among those aged 40-44 and 37% (95% CI: 36%-38%) among those with severe symptom burden. Content analysis revealed three main uncertainty drivers. Symptom confusion and attribution were the most common (56%), reflecting difficulties interpreting bodily changes and distinguishing perimenopause from other causes. Knowledge gaps and information seeking accounted for 28% of responses, highlighting limited health literacy, age-based assumptions, and active searches for evidence. Barriers to confirmation and care (16%) described dismissive health care encounters and reluctance to acknowledge perimenopause. Younger women (35-39 y) were more likely to cite knowledge gaps, while health care barriers peaked in the 40-44 age group ( P = 0.05). Conclusion: Perimenopause uncertainty is a prevalent and clinically meaningful phenomenon. Conceptually distinct from illness-focused uncertainty, this universal transition frequently involves ambiguity and limited validation. Clarifying symptom patterns, addressing knowledge gaps, and reducing barriers to confirmation may support women during perimenopause.


  • Open Access

    Impact of social determinants of health on perimenopause symptom burden: insights from the Flo app

    by Yella Hewings-Martin, Jana Karam, Adam C. Cunningham, Mary S. Hedges, Regina Castaneda, Liudmila Zhaunova, Stephanie S. Faubion, Chrisandra L. Shufelt

    Perimenopause is the time leading up to and including the first 12 months after the final menstrual period. This study examined how social determinants of health (SDOH) including race/ethnicity, income, education and healthcare access influence perimenopause symptom burden. A cross-sectional survey was distributed to English, Spanish, Portuguese and French-speaking Flo app users aged 35 years and above. Participants completed the validated Menopause Rating Scale (MRS) and provided data on key SDOH. Associations between SDOH and total MRS and domain scores (psychological, somatic, urogenital) were evaluated using multivariable linear regression. A total of 12,382 women completed the survey. All examined SDOH were significantly associated with total and domain MRS scores (p < 0.001). Healthcare access had the strongest association, followed by income sufficiency and education level. Asian, Black and Hispanic/Latino race/ethnicities were significantly associated with MRS scores (p < 0.001) compared with White race/ethnicity. In a subset of 2618 women who reported being in perimenopause, SDOH remained significantly associated with MRS scores, with income sufficiency showing the strongest association (p < 0.001). SDOH, particularly healthcare access and income, are strongly associated with perimenopause symptom burden. Addressing health inequities is essential to improve perimenopause care and reduce symptom burden.

  • Open Access

    Evaluating the Efficacy of a Mobile Phone App in Enhancing Menopause Knowledge and Shared Decision-Making: Protocol for a Randomized Controlled Trial

    by Jana Karam, Maggie M Paul, Chrisandra Shufelt, Prajna Ravikumar, Amy M Fratianni, Sey Oloyede, Erin M Pagel, Mary S Hedges, Ekta Kapoor, Juliana M Kling, et al.

    Journal of Medical Internet Research - International Scientific Journal for Medical Research, Information and Communication on the Internet #Preprint #PeerReviewMe: Warning: This is a unreviewed preprint. Readers are warned that the document has not been peer-reviewed by expert/patient reviewers or an academic editor, may contain misleading claims, and is likely to undergo changes before final publication, if accepted, or may have been rejected/withdrawn. Readers with interest and expertise are encouraged to sign up as peer-reviewer, if the paper is within an open peer-review period. Please cite this preprint only for review purposes or for grant applications and CVs (if you are the author). Background: Menopause symptoms are common but often inadequately addressed by primary care clinicians due to limited time for discussions and resources. Mobile health apps can play a crucial role in symptom identification and management; yet, many existing menopause-focused apps lack evidence-based content and medical expertise. Objective: The aim of this study is to describe the protocol study design and methodology of a randomized controlled trial to evaluate the effectiveness of the emmii mobile app for improving menopause-related knowledge and shared decision-making compared to a traditional menopause education pamphlet. Methods: This randomized controlled trial will recruit women aged 45-55 years with upcoming primary care appointments at Mayo Clinic within 3 weeks of the date of initial outreach. Eligible patients must be English-speaking, able to provide informed consent, and report a Menopause Rating Scale score ≥5, which indicates that they are experiencing significant menopause-related symptoms. Patients will be randomized to have access to either the emmii app (intervention, n=200) or an evidence-based menopause education pamphlet (control, n=200). The emmii app is developed with direct input from primary care clinicians certified by The Menopause Society and offers symptom tracking, personalized treatment recommendations based on a protocol, and a discussion guide to support communication between patients and their primary care clinicians. Outcomes will include a postappointment survey sent to the patients and their primary care clinicians within 1-3 weeks of the appointment, and assessment of patient knowledge, clinical treatment plans, and both the patient and clinician experience. The study will also compare prescribing rates of hormonal and nonhormonal therapies for menopause symptoms between the emmii intervention and control groups to assess for influence on treatment patterns. Data will be analyzed using descriptive statistics, including chi-square tests, Wilcoxon rank sum tests, and multivariable modeling. Results: Data collection is scheduled to begin in April 2025. Conclusions: This protocol outlines the design and methodology of a randomized controlled trial that aims to assess the impact of the emmii app in facilitating menopause care through primary care clinician–patient communication and shared decision-making. Trial Registration: ClinicalTrials.gov NCT06919887; https://clinicaltrials.gov/ct2/show/NCT06919887


  • Open Access

    Evaluating the Efficacy of a Mobile Phone App in Enhancing Menopause Knowledge and Shared Decision-Making: Protocol for a Randomized Controlled Trial (Preprint)

    by Jana Karam, Maggie M Paul, Chrisandra Shufelt, Prajna Ravikumar, Amy M Fratianni, Sey Oloyede, Erin M Pagel, Mary S Hedges, Ekta Kapoor, Juliana M Kling, et al.

    BACKGROUND Menopause symptoms are common but often inadequately addressed by primary care clinicians due to limited time for discussions and resources. Mobile health apps can play a crucial role in symptom identification and management; yet, many existing menopause-focused apps lack evidence-based content and medical expertise. OBJECTIVE The aim of this study is to describe the protocol study design and methodology of a randomized controlled trial to evaluate the effectiveness of the emmii mobile app for improving menopause-related knowledge and shared decision-making compared to a traditional menopause education pamphlet. METHODS This randomized controlled trial will recruit women aged 45-55 years with upcoming primary care appointments at Mayo Clinic within 3 weeks of the date of initial outreach. Eligible patients must be English-speaking, able to provide informed consent, and report a Menopause Rating Scale score ≥5, which indicates that they are experiencing significant menopause-related symptoms. Patients will be randomized to have access to either the emmii app (intervention, n=200) or an evidence-based menopause education pamphlet (control, n=200). The emmii app is developed with direct input from primary care clinicians certified by The Menopause Society and offers symptom tracking, personalized treatment recommendations based on a protocol, and a discussion guide to support communication between patients and their primary care clinicians. Outcomes will include a postappointment survey sent to the patients and their primary care clinicians within 1-3 weeks of the appointment, and assessment of patient knowledge, clinical treatment plans, and both the patient and clinician experience. The study will also compare prescribing rates of hormonal and nonhormonal therapies for menopause symptoms between the emmii intervention and control groups to assess for influence on treatment patterns. Data will be analyzed using descriptive statistics, including chi-square tests, Wilcoxon rank sum tests, and multivariable modeling. RESULTS Data collection is scheduled to begin in April 2025. CONCLUSIONS This protocol outlines the design and methodology of a randomized controlled trial that aims to assess the impact of the emmii app in facilitating menopause care through primary care clinician–patient communication and shared decision-making. CLINICALTRIAL ClinicalTrials.gov NCT06919887; https://clinicaltrials.gov/ct2/show/NCT06919887 INTERNATIONAL REGISTERED REPORT PRR1-10.2196/76536

  • Open Access

    Pharmacogenomic augmented machine learning in electronic health record alerts: A health system‐wide usability survey of clinicians

    by Caroline W. Grant, Jean Marrero‐Polanco, Jeremiah B. Joyce, Barbara Barry, Ashley Stillwell, Kellie Kruger, Therese Anderson, Heather Talley, Mary Hedges, Jose Valery, et al.

    Pharmacogenomic (PGx) biomarkers integrated using machine learning can be embedded within the electronic health record (EHR) to provide clinicians with individualized predictions of drug treatment outcomes. Currently, however, drug alerts in the EHR are largely generic (not patient‐specific) and contribute to increased clinician stress and burnout. Improving the usability of PGx alerts is an urgent need. Therefore, this work aimed to identify principles for optimal PGx alert design through a health‐system‐wide, mixed‐methods study. Clinicians representing multiple practices and care settings (N = 1062) in urban, rural, and underserved regions were invited to complete an electronic survey comparing the usability of three drug alerts for citalopram, as a case study. Alert 1 contained a generic warning of pharmacogenomic effects on citalopram metabolism. Alerts 2 and 3 provided patient‐specific predictions of citalopram efficacy with varying depth of information. Primary outcomes included the System's Usability Scale score (0–100 points) of each alert, the perceived impact of each alert on stress and decision‐making, and clinicians' suggestions for alert improvement. Secondary outcomes included the assessment of alert preference by clinician age, practice type, and geographic setting. Qualitative information was captured to provide context to quantitative information. The final cohort comprised 305 geographically and clinically diverse clinicians. A simplified, individualized alert (Alert 2) was perceived as beneficial for decision‐making and stress compared with a more detailed version (Alert 3) and the generic alert (Alert 1) regardless of age, practice type, or geographic setting. Findings emphasize the need for clinician‐guided design of PGx alerts in the era of digital medicine.


  • Open Access

    A feasibility study assessing knowledge, vaccine hesitancy, and completion rates of free HPV vaccination in low-income uninsured adults

    by Hiram Díaz-Cortés, Mary S. Hedges, Laura M. Pacheco-Spann, Victoria Findley, Sandra Casanova Leyva, Kaitlin M. Moran, Christopher C. DeStephano, Zhuo Li, Gerardo Colon-Otero

    Human Papillomavirus (HPV) vaccination rates remain low in the U.S., particularly among minorities and low-income, uninsured patients. We report preliminary data on a pilot study program providing education and free HPV vaccination at a clinic serving low-income uninsured adults. From October 2020 through October 2022, we assessed HPV vaccination knowledge, awareness, and prevalence of hesitancy towards receiving the vaccine among low-income uninsured patients age 18-45. The Parents Attitudes about Childhood Vaccines (PACV) survey was modified and used to evaluate vaccine hesitancy. An educational video on HPV was shown to patients declining vaccination. 43 patients were enrolled. 69.8% had heard of the HPV vaccine and 85.7% were non-hesitant based on PACV scores of 0-49. Black participants had a statistically significant higher PACV score (more hesitant) than White participants. Familiarity with the HPV vaccine correlated with lower PACV scores. Only 27% completed all three HPV vaccine doses. The availability of an education program together with free HPV vaccination are not sufficient to achieve adequate vaccination rates in low-income, uninsured adults. Innovative, culturally sensitive education and supportive interventions, in addition to access to free HPV vaccination, are warranted in order to improve vaccination rates in this underserved population.


  • Open Access

    Virtual Academic Asynchronous Mentoring (VAAM) for Faculty Physicians: An Innovative Mentorship

    by Mingyuan Yin, Mindy McManus, Nancy Dawson, Leila Tolaymat, Cara C Prier, Winston Tan, Ingrid Pritchard, Ebone Hill, Claire Haga, Mary S Hedges

    Introduction: Successful mentorship programs in academic medicine correlate with increased achievement in scholarly activities, leadership, and academic advancement for faculty members, as well as reduced burnout. Despite these benefits, the traditional mentorship model may be underutilized due to challenges of time constraints and alignment in goals. Furthermore, women and underrepresented in medicine (UriM) physicians are less likely to have mentorship, perpetuating the gap in the diversity of academic faculty in leadership and career advancement. To address this, we created an innovative mentorship model for busy academic faculty physicians using a virtual academic asynchronous mentoring video platform. Methods: A series of videos were created by interviewing 10 identified mentors (four male, six female) from various medical specialties at a national academic institution. The mentors included nine physician faculty with the academic rank of Associate Professor or full Professor and one Research Administrator. Key learning points shared by mentors included topics on academic advancement, mentorship development, leadership development, and research resources. Results: Between March 2020 and September 2023, the Virtual Academic Asynchronous Mentoring (VAAM) Video Series garnered 182 unique viewers, received 2,107 visits, and accumulated 1,871 total minutes of viewing time. All viewers were surveyed, with an 11% survey response rate received. Fifty-two percent of survey respondents reported that the video content was excellent and 43% reported very good. Seventy-six percent of respondents thought the video series had the potential to enhance their professional development and academic productivity. Conclusion: The VAAM Video Platform offers a novel approach to academic mentoring for faculty physicians which eliminates limitations of traditional mentorship models in a convenient and cost-effective way. VAAM offers an egalitarian starting point for all junior faculty who have not yet established a mentoring relationship to seek information and resources on academic advancement and career development.


  • Open Access

    Rhabdomyolysis Associated With Semaglutide Therapy: A Case Report

    by Sabrina A Billings, Heidi M. Felix, Cara C. Prier, Mary S. Hedges

    This report describes the case of a 47-year-old woman with myalgias, weakness, and elevated creatine kinase associated with semaglutide therapy prescribed for weight loss. Her symptoms and laboratory markers were consistent with rhabdomyolysis and resolved after discontinuation of semaglutide. Upon rechallenge at a lower dose, symptoms recurred, and urinalysis was consistent with myoglobinuria. Symptoms again rapidly resolved upon discontinuation of the medication. It is imperative for physicians to recognize semaglutide as a possible cause of myalgias and rhabdomyolysis in clinically suspected patients. To the best of our knowledge, this is the first reported case in the literature and may be specific to semaglutide rather than a class effect of glucagon-like peptide 1 (GLP-1) agonists.