Digital Transformation in Healthcare: Implications for the Professional Practice of Radiologic Technologists

Abstract

Digital transformation in healthcare is reshaping the role and responsibilities of radiologic technologists, yet empirical evidence on how Filipino practitioners perceive and adapt to this shift remains limited. This descriptive–correlational study, Digital Transformation in Healthcare: Implications for the Professional Practice of Radiologic Technologists, employed a validated survey questionnaire distributed to 45 radiologic technologists in selected hospitals and diagnostic imaging centers to assess the extent of digital transformation, its implications on workflow, job roles, and required competencies, as well as the associated challenges and opportunities. Findings indicate that foundational digital infrastructures, such as Picture Archiving and Communication Systems (PACS) and Radiology Information Systems (RIS), are already well‑established, with an overall mean of 3.05 (interpreted as “Significant”). In contrast, AI‑integrated modalities and advanced automation tools remain less developed. The implications of digital transformation on professional practice were rated “Very Significant” (overall mean = 3.38), with shortened turnaround times and expanded responsibilities in informatics and data management as the most notable changes. Challenges, including system downtimes, network glitches, and increased cognitive workload, were also rated “Very Significant” (overall mean = 3.43). The study concludes that digital transformation is already advancing in radiologic practice and proposes a Digital Transformation Readiness Framework for Radiologic Technologists to enhance diagnostic accuracy, patient safety, and professional autonomy, ensuring that technological change strengthens—rather than diminishes—the human‑centered, ethically sound practice of the profession.