ORIGINAL RESEARCH
Annalicia Pickering, MD1, Wardah Rafaqat, MD2, Adi Balk3, Milton Chen4, Limuel Abrogena, MD5*, Shuhan He, MD2,6, Mary Showstark, PA-C7, Alexander Davis8, Aidan Chen9, Jarone Lee, MD, MPH, FCCM2,6
1Stanford University School of Medicine, California, United States; 2Division of Trauma, Emergency General Surgery, and Surgical Critical Care, Massachusetts General Hospital, Boston, Massachusetts, United States; 3Faculty of Health Sciences, Ben Gurion University of the Negev, Israel; 4VSee Lab, San Jose, California, United States; 5Ateneo de Manila University School of Medicine and Public Health, Manila, Philippines; 6Department of Emergency Medicine, Massachusetts General Hospital, Boston, Massachusetts, United States; 7Yale University Physician Assistant Online Program, Affiliate Faculty Yale Institute of Global Health, New Haven, Connecticut, United States; 8Lynbrook Highschool, San Jose, California, United States; 9Los Gatos Highschool, Los Gatos, California
Keywords: digital, equitable access, low- and middle-income countries, Philippines, primary care, telecare, telehealth, telehealth clinic
A limited number of healthcare workers and cost constraints encumber primary care access in the Philippines. To test telehealth as a low-cost and effective solution, a large-scale digital health clinic was implemented in the selected urban and rural communities. In collaboration with local authorities, our pilot telemedicine clinic was implemented for 3 days in January 2023. Patients were registered, and their vitals were assessed before they were seen by a remote US-based licensed physician who provided treatment recommendations. Medical devices with real-time streaming capabilities, such as electronic stethoscopes, were utilized to enhance remote examinations. A total of 322 patients were treated at the telehealth clinic; of which, 218 completed a population health survey. A large proportion of patients had a doctor visit more than 12 months prior (39.2%) and had not received a dental examination (86.3%) or an eye examination within the past year (84.4%). Most patients had access to a smartphone (69.7%). A lower proportion had access to an internet connection sufficient for video calls (57.9%) or a laptop (8.5%). Our clinic demonstrated that telehealth is a feasible solution to improve primary care access for disadvantaged communities in the Philippines.
Citation: Telehealth and Medicine Today © 2023, 8: 456.
Doi: https://doi.org/10.30953/thmt.v8.456
Copyright: © 2023 The Authors. This is an open-access article distributed in accordance with the Creative Commons Attribution Non-Commercial (CC BY-NC 4.0) license, which permits others to distribute, adapt, enhance this work non-commercially, and license their derivative works on different terms, provided the original work is properly cited, and the use is non-commercial. See: http://creativecommons.org/licenses/by-nc/4.0.
Received: November 9, 2023; Accepted: November 28, 2023; Published: January 2, 2024
Funding Statement: No funding was provided for this project or manuscript.
Financial and non-Financial Relationships and Activities: Milton Chen is the CEO of the organization who conducted the telehealth intervention described in this study.
*Corresponding Author: Limuel Abrogena, Email: labrogena@ateneo.edu
Equitable access to healthcare has been a major focus of the international development community since the adoption of the Sustainable Development Goals (SDGs) by all 193 United Nations member states in September 2015. Of the 17 goals, SDG 3 focuses explicitly on Universal Health Coverage (U, defined as equitable, quality, and affordable healthcare).1
Barriers to primary care access in the country involve structural mechanisms that often have multifactorial etiologies. Healthcare workers are a limited resource due to out-migration to Middle Eastern and Western countries, and internal variation in opportunities and pay creates additional scarcity in various regions of the country, all exacerbated by the COVID-19 pandemic. The Philippines is spread over 7,500 islands, about 2,000 of which are inhabited.2 The majority of medical staff and specialty hospitals are concentrated in the three hub cities of metro Manila, Cebu, and Davao, thereby creating a logistical challenge to field healthcare workers across the rest of the Philippines (Figure 1). The location of healthcare facilities also limits access to care, with 50% of the Filipino population are without in-person healthcare access within 30 min.3–5
Fig. 1. Healthcare professionals and specialty hospitals are concentrated in the three hub cities of metro Manila, Cebu, and Davao, creating a logistical challenge to field healthcare workers across the rest of the Philippines.
The cost to address these issues is significant. Digital health, particularly telemedicine, is promoted as a strategic priority given the potential of these technologies to mitigate many of the ongoing financial and logistical barriers facing patients and medical facilities.6 However, implementing health technologies at scale involves significant coordination among government, digital experts, healthcare workers, and staff.
The aim of the project was to identify needs and potential gaps in establishing a free telemedicine service providing low-cost, high-quality healthcare for Filipinos that can be replicated in clinics across the country.
The following aspects were incorporated into clinic design and implementation: (1) a process simple enough to be set up and operated by local healthcare staff with a minimum requirement of a high school education, (2) a business model providing free or significantly reduced-cost care to the patients and sustainable via government and local business support, (3) integration of stakeholder input at each stage of implementation, and (4) high-quality care via provider–provider access to a network of specialists in the Philippines and the United States, where the specialists are supplementary to the primary care healthcare workers. Once these factors were confirmed, we moved forward with the technological setup.
The software was donated by VSee, a telemedicine company that can operate in low-resource environments using a no-code/low-code method (Table 1). This method allows clinical teams without programming experience to configure workflows tailored to their circumstances. It allows programmers to create their digital apps at about 100X the increase in productivity. Using this low-code/no-code building block approach to digital medicine, VSee has built capacity for numerous healthcare systems and governments and met their technology needs.
The Filipino government is divided into local government units (LGUs) at the provincial and municipal levels, which are integral components of the healthcare infrastructure. After interviewing 12 LGUs to gauge interest and ability to provide resources, a local municipal officer agreed to partner in the project implementation.
Within the greater metro Manila region, local government officials identified the Damayan Floodway in the province of Rizal as an area of need. A building that once provided safety during natural disasters was repurposed for clinic space by the LGU. The LGU also assigned zone leaders to conduct an informal basic needs assessment in the community to ensure the local population’s perspective was incorporated at each stage of the process.
Prior to the clinic launch, LGU staff and clinic volunteers traveled door-to-door, identifying medical needs and spreading awareness of the upcoming clinic. The assessment allowed appropriate patients to be referred to the clinic. It enhanced the team’s ability to proactively address potential barriers to participation, such as wage loss and food insecurity, by providing 2 kg of rice to every patient. Finally, the needs assessment allowed the team to tailor their physician recruitment and medication preparation in the months leading up to the clinic. These data were uploaded to the electronic medical record (EMR) platform for physicians to access during the clinic.
In contrast to direct-to-consumer telemedicine models, in this site-based telemedicine model, patients arrived at a clinic site equipped with staff, computers, and medical devices while the clinicians were remote. An advantage of this approach was that clinicians were able to conduct a more comprehensive physical exam than if the patient was video calling from home.
The technology chosen for the clinic was intentionally structured to adapt to a low-bandwidth setting. This allowed for higher-quality live audiovisual conferencing when adequate signal was available, but with the flexibility to shift to asynchronous, text-based telemedicine as well as store-and-forward documentation, which allowed for offline documentation that could be uploaded at a later time when necessary. Streaming medical devices were also available on-site for remote physical exams, including stethoscopes, otoscopes, ultrasound probes, dermatoscopes, and vital sign monitors. Four laptops were used for remote consultations and on-site EMR access, two tablets were used for patient vitals documentation, one laptop was used for patient check-in and scheduling, and four cell phones were used for population health surveys.
Physicians were recruited for on-site participation through the LGU health office. Remote physicians who held a medical license in the United States were recruited through Healthcare Alliance for An Equitable World (https://haew.org/), a telehealth physician network, for the project. There were 25 non-clinical volunteers who facilitated clinic operations such as patient intake and assignment to physicians. On-site nonclinical volunteers included students, local healthcare workers, and zone leaders from the LGU. Additional volunteer information technology support was provided remotely by a US-based VSee team member. Two months before the clinic, bi-weekly training on clinic workflow and relevant medical technologies was provided to volunteers. Equipment, including laptops, headphones, and microphones, was supplied through a collective effort by the LGU and VSee employees.
Remote international medical care is still a legal frontier without a strong global precedent established at the time of this publication.7 An agreement signed with the LGU before the clinic absolved remote physicians of liability. Remote physicians provided medical advice that was then verified by an on-site physician, releasing remote providers from responsibility for adverse outcomes at the clinics.
The clinic ran from January 4 to 6, 2023. The clinic workflow was divided into two floors. The patient waiting area and vital examination stations were located on the first floor, while the clinic room designated for patient interactions with remote providers was on the second floor. Upon arrival, the patient’s vital signs were examined, the patient was identified using an iris scanner, and a unique patient identification number was assigned to them. In addition, portable digital devices were used to assess the patient’s blood pressure, temperature, pulse oxygenation, and weight. The patients were then guided to the second floor for their telehealth appointment. A kid’s play area was adjacent to the waiting area so parents could bring their children to the clinic if they could not arrange childcare.
During the appointment, the remote physicians would recommend the patient’s treatment. VSee also provided one telemedicine kit containing medical devices with streaming capabilities to enhance remote examinations, including a stethoscope, ophthalmoscope, dermatoscope, ECG, and ultrasound probe. The results from these devices were available to the remote physicians in real time. On-site medics served as interpreters when necessary and assisted with technical support during visits. While integrating supplemental devices such as stethoscopes and otoscopes into patient visits enhanced the capacity of the remote clinician, they were not vital to the overall functioning of the clinic. They should not be viewed as a cost-prohibitive barrier.
Patients who required further in-person assessments were directed to an on-site local physician. The local physician would then evaluate the patient and coordinate follow-up care, including recommended labs and imaging. After the telehealth consultation, patients were provided the medications they required free of cost. Patients were also provided a bag of 2kg of rice and other household necessities to compensate for the loss of daily wages from the time spent at the clinic.
A total of 322 patients attended the telehealth clinic; of these, 218 completed the registration survey. Most patients who completed the survey were female (72.7%). The highest level of education attained by patients was high school (37.1%), followed closely by elementary school (32.4%). Most patients were unemployed (50%). A significant proportion of patients had not received a dental examination (86.3%) or an eye examination within the past year (84.4%), and a large proportion of patients had not visited a doctor in over 12 months (39.2%). The median cost for travel to their previous doctor visit was 20 pesos (IQR [interquartile range, and median travel time]: 15–40), and the median travel time was 15 min (IQR: 5–30). A small proportion of patients reported receiving care from a traditional healer (35.2%) (Table 2).
Gender, n (%) | |
|
157 (72.7) 59 (27.3) |
Level of education, n (%) | |
|
10 (4.7) 69 (32.4) 10 (4.7) 20 (9.4) 79 (37.1) 5 (2.3) 16 (7.5) 2 (0.9) 2 (0.9) |
Employment status, n (%) | |
|
103 (50.0) 66 (32.0) 37 (18.0) |
Prior healthcare utilization | |
Time to last healthcare visit, n (%) | |
|
24 (11.1) 50 (23.0) 58 (26.7) 85 (39.2) |
Travel cost for last healthcare visit: (pesos*), median (IQR)** | 20 (15–40) |
Travel time for last healthcare visit: (minutes), median (IQR)** | 15 (5–30) |
Cost for last healthcare visit: (pesos*), median (IQR)** | 600 (150–1,500) |
Prior treatment by traditional healer, n (%) | |
|
138 (64.8) 75 (35.2) |
Dental visit in the past year, n (%) | |
|
182 (86.3) 29 (13.7) |
Eye examination in the past year, n (%) | |
|
179 (84.4) 33 (15.6) |
Chronic disease requiring medications, n (%) | |
|
117 (60.6) 76 (39.4) |
Primary diagnosis at VSee clinic, n (%) | |
|
3 (1.6) 4 (2.1) 5 (2.7) 11 (5.9) 9 (4.8) 18 (9.6) 8 (4.3) 14 (7.5) 21 (11.2) 94 (50.3) |
Travel time for VSee clinic: (minutes), median (IQR)** | 5 (3–15) |
Means of transport to VSee clinic, n (%) | |
|
184 (86.4) 9 (4.2) 10 (4.7) 10 (4.7) |
Loss of wages from VSee clinic visit, n (%) | |
|
146 (74.5) 50 (25.5) |
*1 Philippine peso = 0.018 USD; **IQR: interquartile range, and median travel time; Vsee: secure telehealth consultation. |
Respiratory problems were the most common diagnosis among patients attending the VSee telehealth clinic (50.3%), followed by neurological issues such as headache, prior stroke, or dizziness. The median travel time to the clinic was 5 min (IQR: 3 to 15 min), and most patients walked to the clinic (86.4%). A small proportion of patients lost their daily wages due to their visit to the clinic (25.5%) (Table 3). Access to technology was also assessed, and most patients had access to a smartphone (69.7%). A lower proportion had access to an internet connection sufficient for video calls (57.9%) or a laptop (8.5%) (Table 3).
Those surveyed in the 2017 National Demographic and Health Survey who visited a healthcare facility or provider in the previous 30 days reported the average round trip travel time was 47 min.8 This did not vary significantly between urban and rural areas. The average round-trip travel time to a health facility in the Calabarzon region where the clinic took place was 35.4 min. In comparison, the median travel time of our survey respondents’ last medical visit was 15 min (IQR, 5 to 30 min), and to the VSee clinic was 5 min (IQR, 3 to 15 min).
The diagnoses made in the VSee clinic aligned with the most common causes of morbidity in the Calabarzon region. At the clinic, 50.3% of patients were seen for respiratory-related issues, and 9.3% were seen for hypertension. Together, hypertension and respiratory complications make up four out of five of the most common causes of morbidity in Calabarzon, the fifth being cardiac complications.9 To overcome internet-connectivity challenges, our team created offline forms to register patients and minimize disruptions to clinic workflow.
Medications for this project were purchased with donated funds or directly through Genericka, a well-known local generic pharmacy chain. These were then packaged by clinic volunteers, a labor-intensive effort. While useful to attract patients for this pilot project, this model would be unfit for a sustainable, large-scale intervention. However, integrating telemedicine clinics into the broader community could mitigate the wage losses many patients feel due to decreased time and transportation required to access a physician, thereby allowing them to reallocate these funds to medications if necessary.
This large-scale clinic was the first phase of a multi-level implementation strategy. Having successfully demonstrated proof-of-concept within a single LGU, the team plans to expand to three clinic sites in phase 2 – in Caloocan, Pasay, and the City of Manila later this year, and 10 to 20 clinics in phase 3 and later, in areas of conflict.
To scale this program and implement it on a national level, it is important to make the following adjustments:
○ Patients can initially be triaged by a trained nurse and treated by a local physician.
○ Due to the lack of geographical barriers in telehealth, patients can then be referred to a remote, local specialist.
○ A remote physician in the United States can be consulted for additional expertise as needed.
Digital medicine, for all of its potential, can often contribute to widening inequity in health access. Termed “the digital divide,” this phenomenon can be seen in countries regardless of national wealth.10–13 While the Filipino healthcare system is at risk of perpetuating or even exacerbating barriers to digital health access for disadvantaged citizens, the country has a robust internet and electricity infrastructure that, if utilized strategically, could instead harness health technologies to narrow the divide and move the country closer to achieving Universal Health Care. Our model demonstrates a clinic-centered solution to overcome barriers, including lack of material resource limitations and digital literacy skills in homes or communities of traditionally disadvantaged communities.
This initiative involved launching a telemedicine clinic in the Damayan Floodway area in the province of Rizal, in the region of Calabarzon, located outside of Manila. The telemedicine model chosen for the clinic was structured to function in a low-bandwidth setting and provide secure live audiovisual conferencing. Electronic tools such as stethoscopes and ultrasound machines enhanced physical examinations, allowing the remote provider to execute a more comprehensive visit. The liability of remote physicians was absolved through agreements with LGUs. The clinic ran from January 4 to 6, 2023, during which 322 patients were treated. The results of our survey, when compared with national survey results, align in that our clinic cared for some of the most common diagnoses in the region while reducing patients’ travel time to reach medical care.
In addition to increased patient access through our clinic structure, the foundational technologies used to set up the clinic demonstrate a model that empowers physicians and other healthcare team members to integrate telemedicine without requiring a background in coding or programming. By providing a menu of low-code/no-code building blocks, telehealth platforms can appeal to a much wider audience and allow the ability to design a digital health program tailored to their specific circumstances. At scale, this model could equip local healthcare systems and governments to replicate this model independently, thereby reducing inequality in digital health access.
Milton Chen, Annalicia Pickering, and Jarone Lee conceived and designed the study. Aidan Chen, Alexander Davis, and Erika Chuang collected data for the study. Wardah Rafaqat, Adi Balk, and Annalicia Pickering prepared the manuscript. Jarone Lee, Mary Showstark, Limuel Abrogena, and Shuhan He critically reviewed the manuscript. All authors read and approved the manuscript.
Data used in this manuscript will be made available upon reasonable request to the corresponding author.
This abstract was accepted for presentation at the International Conference on Digital Health and Telemedicine 2023.
Copyright Ownership: This is an open-access article distributed in accordance with the Creative Commons Attribution Non-Commercial (CC BY-NC 4.0) license, which permits others to distribute, adapt, enhance this work non-commercially, and license their derivative works on different terms, provided the original work is properly cited, and the use is non-commercial. See: http://creativecommons.org/licenses/by-nc/4.0.