Beyond Digitization: Toward Learning Health Systems in the Philippines
medical corner John Paul Terry Ridon MDDigital Health, Continuity of Care, and the Capacity to Learn
By: John Paul Terry Ridon, MD
Congressional Health Policy Consultant
Bicol SARO-Party list
Harvard Medical School LIM-SEA - Sunway Scholar
More than a decade ago, during my pediatric training at a national hospital in the Philippines, I noticed something about how we handled patient information. Our clinical records were largely paper-based, but information needed for PhilHealth claims could be encoded through administrative processes, sometimes after patients had already gone home. It was an important function, helping document services and support healthcare financing. But I also remember how much of what happened next depended on the patients themselves.
Would a mother, in the haze of newborn care and chores, remember when to bring her child back for vaccination? Could a family afford another trip from another province to our hospital? Would someone return for a follow-up consultation when doing so meant missing a day’s wages or sales? At the time, we had no corresponding digital mechanism in our workflow to help patients navigate those next steps. And even if we had reminders, they would not necessarily have solved the circumstances that made follow-up care difficult.
Thankfully, much has changed since then, and for the better. Today, initiatives such as the Department of Health’s Integrated Clinic Information System (iClinicSys), PhilHealth’s Konsulta program and its evolution into the YAKAP primary care benefit, and local interoperability pilots like the Smarter and Integrated Local Health Information System (SMILHIS) show how the Philippines has been investing in more connected healthcare. These are important developments, and they deserve recognition. But that earlier experience still comes back to me when I think about digital health. Because there is a difference between recording that healthcare was delivered and knowing whether the patient was able to continue receiving care.
This is where the idea of a learning health system becomes useful. During our Harvard Medical School Leadership in Medicine–Southeast Asia program, Professor Jeffrey Braithwaite introduced us to the importance of understanding healthcare as a complex adaptive system. Hospitals, health workers, patients, communities, and institutions do not operate independently of one another. They respond to changing conditions, sometimes in ways that policies, protocols, and electronic dashboards cannot fully anticipate. Another lesson from our training was to go to the Gemba—the place where work actually happens. In healthcare, that means looking beyond reports and observing how services are delivered, listening to patients and health workers, and understanding why something that looks straightforward on paper may be difficult in practice. Technology can help identify where care is interrupted. The people delivering and receiving care can help us understand why.
Consider primary care. PhilHealth’s Konsulta and YAKAP initiatives have created opportunities to bring preventive services, consultations, and screening closer to more Filipinos. But what happens after someone receives an abnormal screening result? Were they able to undergo confirmatory testing, start treatment, and return for follow-up? Screening generates downstream obligations. The number of people registered or screened matters, but so does the number who actually receive and sustain the care they need. Coverage creates opportunities for care. It does not, by itself, guarantee that care is completed. This is the difference between coverage and effective coverage. It is also where digital health can contribute to better decisions. Electronic records and interoperable systems can help identify missed referrals, gaps in follow-up, and interruptions in care. Local initiatives such as SMILHIS, piloted in Pulilan, Cagayan de Oro, and Pangasinan for different purposes, illustrate how information exchange and service visibility can be strengthened. But an electronic dashboard alone cannot tell us whether a missed appointment was caused by transportation costs, unavailable personnel, conflicting work schedules, or uncertainty about what to do next.
That requires feedback from the people closest to care: patients, barangay health workers, clinicians, and communities. If missed appointments are becoming common, a learning health system should be able to investigate the reasons, adjust scheduling or patient navigation, and measure whether those changes actually help. The information becomes useful not simply because it is collected, but because someone is empowered to analyze and act on it.
Of course, learning also requires institutions willing and able to respond. The Philippines has already established policies supporting health information interoperability, alongside privacy protections for patient data. But connected systems also need connected responsibilities. Government agencies, local governments, healthcare providers, educators, technology developers, patient advocates, and private-sector partners all have contributions to make. Legislation and regulation should protect patients while allowing responsible innovation, with clear accountability for how information is used and how gaps in care are addressed.
In the same vein, digital health transformation can have downstream benefits to our health workforce. Digital learning, simulation, tele-mentoring, and continuing professional development can help health professionals acquire new competencies, including those serving communities far from major training centers. Over time, appropriately designed digital credentials and competency records could also strengthen connections between education, licensure, professional development, and employment opportunities, both here and abroad. But technology cannot replace supervised clinical experience, professional standards, or the need to recruit, retain, and support health workers where they are most needed.
This is also where professional organizations can contribute. The Filipino Australian Health Professionals Inc. (FAHPI), through its work in professional development, research, advocacy, and community outreach, has opportunities to connect digital health literacy, patient education, professional mentorship, and knowledge exchange among Filipino health professionals locally and internationally. Such partnerships can help ensure that digital transformation is not simply about acquiring technology, but also about strengthening the people and institutions expected to use it.
Looking back, I don’t see those paper records and administrative processes as evidence that healthcare had failed. The work was demanding, and health workers did their best to keep services running with the resources and systems available to them. Those processes served important clinical and administrative purposes, even if they could not always support what happened to patients beyond hospital care. The progress made since then gives us a stronger foundation to build upon, with opportunities to design digital health systems that reduce administrative burdens and free up valuable time for quality improvement, patient safety, and continuing professional education. Even relatively accessible technologies, such as voice-to-text documentation and camera-based document scanning, could help reduce repetitive tasks and administrative friction when thoughtfully integrated into clinical workflows, but with data and security safeguards.
Perhaps the next measure of Philippine digital health should not only be how many records have become electronic, how many platforms have been deployed, or how many transactions have been processed. Nor should workforce development be measured solely by the number of training activities conducted or professionals attending them. What matters is whether these investments help health workers deliver better care, and whether our health system can recognize when patients are unable to continue care, understand why, and respond.
Digital transformation should not merely document the patient journey. It should help ensure that patients can continue that journey toward better health, greater opportunity, and prosperity.
Author’s note: The views expressed are those of the author in his personal professional capacity and do not represent the official positions of the House of Representatives or its committees.