Marcy G. Antonio

dblp:195/9405 · DBLP profile ↗
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8ranked-venue papers
5as first author
5since 2021 · last 2025
0000-0001-9332-8512ORCID · reported

Domains — the database's venue-derived domains; a paper can count in several

Applied, interdisciplinary, general and emerging computing · 8 · 5 first-author · 5 since 2021
YearPublicationVenuePosition
2025 The administrative burden of medication affordability resources: an environmental scan with implications for health informatics to advance health equity
abstract
OBJECTIVE: To characterize and demonstrate how to reduce the administrative burden experienced by patients when navigating medication affordability resources in the United States. MATERIALS AND METHODS: Informed by administrative burden theory, we conducted an environmental scan of medication affordability resources for atrial fibrillation, and four common comorbidities (diabetes, heart failure, hypertension, and lipid disorder). We systematically searched for resources (eg, patient assistance programs, savings cards and nonprofit support) and extracted information about types, eligibility criteria, needed documentation, and application processes. RESULTS: We identified 66 resources across 12 categories across the five conditions. The resources' varied eligibility criteria, application processes, and requirements for providing sensitive financial documents could introduce multiple administrative costs for patients. DISCUSSION: The volume and complexity of medication affordability resources and related application processes may create substantial administrative burden for patients that could prevent their use-especially when prescribed multiple medications. CONCLUSION: Medication affordability resource informatics tools that reduce administrative burden could advance equitable medication access.
Marcy G. Antonio, Jennylee Swallow, Rachel L. Richesson, Christine Carethers, Antoinette B. Coe, Divya Jahagirdar, Yung-Yi Huang, Tammy Toscos, Mindy E. Flanagan, Tiffany C. Veinot
J. Am. Medical Informatics Assoc.1
2024 From illness management to quality of life: rethinking consumer health informatics opportunities for progressive, potentially fatal illnesses
abstract
OBJECTIVES: Investigate how people with chronic obstructive pulmonary disease (COPD)-an example of a progressive, potentially fatal illness-are using digital technologies (DTs) to address illness experiences, outcomes and social connectedness. MATERIALS AND METHODS: A transformative mixed methods study was conducted in Canada with people with COPD (n = 77) or with a progressive lung condition (n = 6). Stage-1 interviews (n = 7) informed the stage-2 survey. Survey responses (n = 80) facilitated the identification of participants for stage-3 interviews (n = 13). The interviews were thematically analyzed. Descriptive statistics were calculated for the survey. The integrative mixed method analysis involved mixing between and across the stages. RESULTS: Most COPD participants (87.0%) used DTs. However, few participants frequently used DTs to self-manage COPD. People used DTs to seek online information about COPD symptoms and treatments, but lacked tailored information about illness progression. Few expressed interest in using DTs for self- monitoring and tracking. The regular use of DTs for intergenerational connections may facilitate leaving a legacy and passing on traditions and memories. Use of DTs for leisure activities provided opportunities for connecting socially and for respite, reminiscing, distraction and spontaneity. DISCUSSION AND CONCLUSION: We advocate reconceptualizing consumer health technologies to prioritize quality of life for people with a progressive, potentially fatal illness. "Quality of life informatics" should focus on reducing stigma regarding illness and disability and taboo towards death, improving access to palliative care resources and encouraging experiences to support social, emotional and mental health. For DTs to support people with fatal, progressive illnesses, we must expand informatics strategies to quality of life.
Marcy G. Antonio, Tiffany C. Veinot
J. Am. Medical Informatics Assoc.1
2024 Human technology intermediation to reduce cognitive load: understanding healthcare staff members' practices to facilitate telehealth access in a Federally Qualified Health Center patient population
abstract
OBJECTIVES: The aim of this study was to investigate how healthcare staff intermediaries support Federally Qualified Health Center (FQHC) patients' access to telehealth, how their approaches reflect cognitive load theory (CLT) and determine which approaches FQHC patients find helpful and whether their perceptions suggest cognitive load (CL) reduction. MATERIALS AND METHODS: Semistructured interviews with staff (n = 9) and patients (n = 22) at an FQHC in a Midwestern state. First-cycle coding of interview transcripts was performed inductively to identify helping processes and participants' evaluations of them. Next, these inductive codes were mapped onto deductive codes from CLT. RESULTS: Staff intermediaries used 4 approaches to support access to, and usage of, video visits and patient portals for FQHC patients: (1) shielding patients from cognitive overload; (2) drawing from long-term memory; (3) supporting the development of schemas; and (4) reducing the extraneous load of negative emotions. These approaches could contribute to CL reduction and each was viewed as helpful to at least some patients. For patients, there were beneficial impacts on learning, emotions, and perceptions about the self and technology. Intermediation also resulted in successful visits despite challenges. DISCUSSION: Staff intermediaries made telehealth work for FQHC patients, and emotional support was crucial. Without prior training, staff discovered approaches that aligned with CLT and helped patients access technologies. Future healthcare intermediary interventions may benefit from the application of CLT in their design. Staff providing brief explanations about technical problems and solutions might help patients learn about technologies informally over time. CONCLUSION: CLT can help with developing intermediary approaches for facilitating telehealth access.
Alicia Williamson, Marcy G. Antonio, Sage Davis, Vaishnav Kameswaran, Tawanna Dillahunt, Lorraine R. Buis, Tiffany C. Veinot
J. Am. Medical Informatics Assoc.2
2022 Human intermediaries as core infrastructure for addressing telehealth access inequities
Alicia Williamson, Marcy G. Antonio, Elaine C. Khoong, Lucy Gray, Tiffany C. Veinot
AMIA2
2022 Toward an inclusive digital health system for sexual and gender minorities in Canada
abstract
Most digital health systems (DHS) are unable to capture gender, sex, and sexual orientation (GSSO) data beyond a single binary attribute with female and male options. This binary system discourages access to preventative screening and gender-affirming care for sexual and gender minority (SGM) people. We conducted this 1-year multi-method project and cocreated an action plan to modernize GSSO information practices in Canadian DHS. The proposed actions are to: (1) Envisage an equity- and SGM-oriented health system; (2) Engage communities and organizations to modernize GSSO information practices in DHS; (3) Establish an inclusive GSSO terminology; (4) Enable DHS to collect, use, exchange, and reuse standardized GSSO data; (5) Integrate GSSO data collection and use within organizations; (6) Educate staff to provide culturally competent care and inform patients on the need for GSSO data; and (7) Establish a central hub to coordinate efforts.
Marcy G. Antonio, Francis Y. Lau, Kelly Davison, Aaron Devor, Roz Queen, Karen L. Courtney
J. Am. Medical Informatics Assoc.1
2020 A rapid review of gender, sex, and sexual orientation documentation in electronic health records
abstract
OBJECTIVE: The lack of precise and inclusive gender, sex, and sexual orientation (GSSO) data in electronic health records (EHRs) is perpetuating inequities of sexual and gender minorities (SGM). We conducted a rapid review on how GSSO documentation in EHRs should be modernized to improve the health of SGM. MATERIALS AND METHODS: We searched MEDLINE from 2015 to 2020 with terms for gender, sex, sexual orientation, and electronic health/medical records. Only literature reviews, primary studies, and commentaries from peer-reviewed journals in English were included. Two researchers screened citations and reviewed articles with help from a third to reach consensus. Covidence, Excel, and Atlas-TI were used to track articles, extract data, and synthesize findings, respectively. RESULTS: Thirty-five articles were included. The 5 themes to modernize GSSO documentation in EHRs were (1) creating an inclusive, culturally competent environment with precise terminology and standardized data collection; (2) refining guidelines for identifying and matching SGM patients with their care needs; (3) improving patient-provider relationships by addressing patient rights and provider competencies; (4) recognizing techno-socio-organizational aspects when implementing GSSO in EHRs; and (5) addressing invisibility of SGM by expanding GSSO research. CONCLUSIONS: The literature on GSSO documentation in EHRs is expanding. While this trend is encouraging, there are still knowledge gaps and practical challenges to enabling meaningful changes, such as organizational commitments to ensure affirming environments, and coordinated efforts to address technical, organizational, and social aspects of modernizing GSSO documentation. The adoption of an inclusive EHR to meet SGM needs is a journey that will evolve over time.
Francis Y. Lau, Marcy G. Antonio, Kelly Davison, Roz Queen, Aaron Devor
J. Am. Medical Informatics Assoc.2
2019 Is research on patient portals attuned to health equity? A scoping review
abstract
OBJECTIVE: Our scoping review examined how research on patient portals addresses health equity. Questions guiding our review were: 1) What health equity concepts are addressed in patient portal research-both explicitly and implicitly? 2) What are the gaps? 3) Is the potential for ehealth-related health inequities explicitly acknowledged in studies on patient portals? 4) What novel approaches and interventions to reduce health inequities are tested in patient portal research? MATERIALS AND METHODS: We searched 4 databases. Search terms included "patient portal" in combination with a comprehensive list of health equity terms relevant in ehealth context. Authors independently reviewed the papers during initial screening and full-text review. We applied the eHealth Equity Framework to develop search terms and analyze the included studies. RESULTS: Based on eHealth Equity Framework categories, the main findings generated from 65 reviewed papers were governance structures, ehealth policies, and cultural and societal values may further inequities; social position of providers and patients introduces differential preferences in portal use; equitable portal implementation can be supported through diverse user-centered design; and intermediary strategies are typically recommended to encourage portal use across populations. DISCUSSION: The predominant focus on barriers in portal use may be inadvertently placing individual responsibility in addressing these barriers on patients already experiencing the greatest health disparities. This approach may mask the impact of the socio-technical-economic-political context on outcomes for different populations. CONCLUSION: To support equitable health outcomes related to patient portals we need to look beyond intermediary initiatives and develop equitable strategies across policy, practice, research, and implementation.
Marcy G. Antonio, Olga Petrovskaya, Francis Y. Lau
J. Am. Medical Informatics Assoc.1
2017 Decoding the Behavior Change Techniques in Mobile Health Apps
Marcy G. Antonio, Karen L. Courtney, Judith T. Matthews
AMIA1