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As Healthcare Embraces Digitalization, Patients Struggle to Keep Up

February 25, 2026
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As healthcare rapidly digitizes, patients increasingly encounter a landscape where clinical interactions, prescription refills, appointment scheduling, and test result reviews are accessible primarily through digital platforms. This shift, while promising enhanced convenience and efficiency, assumes a foundational level of digital accessibility and literacy among patients—a premise that a recent groundbreaking study from the University of California, San Francisco (UCSF) reveals is overestimated by many healthcare institutions. The investigation, published in JMIR Formative Research, critically examines the extent to which healthcare systems assess their patients’ ability to utilize digital health tools, exposing significant gaps that may exacerbate existing health disparities.

In the first half of 2024, UCSF researchers surveyed nearly 150 clinicians and informatics leaders nationwide to investigate whether healthcare providers assess patient readiness for digital engagement. The findings were stark: fewer than half—just 44%—reported routinely inquiring about their patients’ comfort and facility with digital devices. Even more concerning, institutions serving uninsured and underprivileged populations were less likely to conduct such assessments, with only one-third performing these critical screenings. This oversight potentially marginalizes vulnerable patients from benefiting fully from digital health innovations.

Elaine C. Khoong, MD, associate professor of medicine at UCSF and senior author of the study, highlights a distressing paradox inherent in digital health expansion. “We are rolling out advanced digital health tools, yet those excluded are often individuals who already suffer from systemic healthcare inequities,” she explains. These patients, more frequently facing challenges like housing instability and food insecurity, may lack the digital infrastructure or literacy required to engage with telehealth services effectively. The study suggests a pressing need to integrate digital literacy screenings into routine patient evaluations at healthcare facilities, paralleling existing protocols for social determinants of health.

Technological readiness is not just about access to hardware or internet connectivity; it encompasses a spectrum of competencies including navigating user interfaces, recognizing secure links, and understanding digital communication channels. Dr. Khoong notes that many patients miss critical healthcare communications because they are unaware of hospital app accounts or cannot decipher emailed notifications. Such gaps in digital fluency can lead to missed appointments, delayed medication refills, and unattended test results, culminating in clinically significant adverse outcomes.

Despite the recognized importance of digital assessments, healthcare providers cited substantial barriers in implementing these evaluations. The survey respondents overwhelmingly pointed to limited time and insufficient resources as the primary obstacles preventing systematic digital readiness screening. Additionally, nearly half of the providers who do screen patients reported lacking the means to offer follow-up support or digital training, underscoring a systemic shortfall in facilitating patient adoption of these technologies. This disconnect highlights an infrastructural deficiency requiring urgent policy and funding interventions.

Exacerbating these challenges on a national scale, federal support for digital inclusion programs has faced setbacks. The study contextualizes its findings against the backdrop of significant funding cuts, noting the cessation of the Affordable Connectivity Program (ACP) in June 2024—a cornerstone initiative providing subsidized internet access to low-income households. The termination of such programs further narrows the threshold for digital engagement among marginalized populations, potentially widening the digital divide within healthcare and other essential services.

To remedy these critical gaps, the study advocates for comprehensive strategies involving healthcare organizations, policy makers, and technology developers. Standardizing digital readiness assessments across health systems is a central recommendation, alongside training clinical staff to identify and address digital literacy deficits. Policymakers are urged to incentivize these practices through regulatory frameworks and dedicated funding streams, embedding digital evaluations within the broader matrix of social determinants of health screenings, such as housing and food security assessments.

This call to action underscores the intersectionality of digital health equity, emphasizing that technological advancement alone is insufficient without deliberate, inclusive design and implementation. As healthcare delivery evolves, considerations of patient diversity in digital access and skills become paramount. Failing to address these disparities risks relegating already vulnerable groups to suboptimal care experiences and health outcomes, thereby perpetuating and deepening health inequities.

Several UCSF researchers contributed to this pivotal study alongside Dr. Khoong, including co-first authors Jonathan J. Shih and Andersen Yang, MPH, and co-authors Vivian E. Kwok, MPH, Emilia H. De Marchis, MD, among others. Their multidisciplinary expertise in clinical medicine, public health, and informatics underpins the robust analysis and storyline articulated in the research. Funded by multiple NIH branches and philanthropic organizations, the study illuminates the urgent need for systemic integration of digital assessments within healthcare environments.

The implications extend beyond academic discourse, prompting healthcare organizations to reconsider how digital tools are integrated into patient care workflows. It challenges the notion that technological availability equates to accessibility, spotlighting the nuanced barriers that a significant patient cohort faces. Future research and innovation must prioritize adaptive education, personalized technology interfaces, and infrastructural support to bridge this digital divide.

In conclusion, the UCSF study serves as a clarion call amidst the digital transformation of healthcare—highlighting that the modernization of healthcare must be as attentive to human factors as it is to technological advancements. Empowering patients with the skills and access necessary to navigate digital health tools is not merely an operational detail; it is an ethical imperative fundamental to equitable, effective healthcare delivery in the 21st century.


Subject of Research: Assessment of digital readiness and accessibility in patient populations regarding healthcare technology use.

Article Title: Digital Divide in Healthcare: UCSF Study Highlights Critical Gaps in Patient Screening for Digital Readiness

News Publication Date: 2024-02-25

Web References:

  • UCSF Action Research Center for Health: Link
  • Article in JMIR Formative Research: Link

References:
Shih, J. J., Yang, A., Kwok, V. E., De Marchis, E. H., Dy, M., Ma, C., Shah, N. D., Natsuhara, K. H., Sarkar, U., Khoong, E. C., Sharma, A. E. (2024). Assessing Patient Capacity for Digital Health Engagement: A National Survey of Clinicians and Informaticists. JMIR Formative Research. https://doi.org/10.2196/XXXXX

Funding: National Institutes of Health (NIH) including National Center for Advancing Translational Sciences (NCATS), National Institute on Aging, National Heart, Lung, and Blood Institute, National Institute of Minority Health and Health Disparities, UCSF Population Health and Health Equity Funding, California Health Care Foundation.

Conflicts of Interest: None declared.

Keywords: digital health, digital readiness, health equity, health disparities, healthcare delivery, information technology, digital literacy, social determinants of health, telemedicine, healthcare access, medical informatics, digital data

Tags: addressing digital divide in healthcareassessing patient readiness for digital healthdigital health disparities in underserved populationsdigital health tools usage barriersdigital healthcare adoption challengeshealthcare digital accessibility gapshealthcare providers' digital competency assessmentsimpact of digitalization on patient engagementimproving digital health inclusivitypatient digital literacy in healthcaretelemedicine and digital health equityUCSF digital health research 2024
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