1.From data to practice: Why translating research findings to real-world outcomes needs more implementation studies.
Acta Medica Philippina 2026;60(8):5-6
Walking through the wards of a crowded public hospital and seeing suffering and tragedy from easily preventable conditionsmakes one wonder what it takes for a facility to change the outcomes. The evidence is there, and guidelines have beendeveloped from it; yet practices remain difficult to change—whether in screening, prevention, treatment, or rehabilitation.
Recently, the Department of Health has put up a compendium of clinical practice guidelines (CPG) crafted accordingto the standards set by the Manual for Clinical Practice Guideline Development of DOH-Philhealth.Guidelines stipulatethat dissemination and implementation be considered, and applicability issues are discussed. The uptake of the guidelinesshould be evaluated, and facilitators and barriers should be identified. Thus, there is a need for implementation andapplicability studies to assess how effective guidelines are. For breast cancer, the Philippine Guidelines were published in 2022and updated in 2026.Identified as barriers against implementation are financial constraints and out-of-pocket costs. Actahas since responded to these concerns by publishing articles on financing cost assessment, and in this issue, by Mondragonand co-authors, an “Assessment of Out-of-Pocket Expenditure of HER2-Positive Breast Cancer Patients in a Tertiary CancerCenter and Private Clinics in the Philippines.”
These types of studies are necessary in the translation of evidence to practice, allowing organizations to adopt, scale,and sustain recommendations to real-world settings.
Where CPGs on malnutrition cite resource constraints as the only significant barrier for implementation, the article byde Luna and co-authors on the “A Qualitative Program Evaluation Study on the Perceived Impact of Health and NutritionPrograms among Beneficiaries of a Civil Society Organization in the Philippines” in this issue of the Acta add fear ofsustainability by families and competition from readily accessible instant food of poor nutritional value as barriers in implementingsuch programs.
These studies help us go beyond information dissemination of evidence-based practice to create pathways for impactfulintegration of recommended interventions. Implementation studies sharpen our analysis and focus our efforts on strategies thatcan help pilot, roll out, and scale up guidelines.
New modalities to carry out recommendations can also be part of how guidelines are implemented in the communitysetting. Where the Philippine Academy of Rehabilitation Medicine (PARM) recommends early home-based rehabilitation,the Stroke Society of the Philippines recommends telerehabilitation to augment the efforts of care providers.The articleby Laxamana and co-authors in this issue on “The Acceptance of Stroke Telerehabilitation among Rehabilitation Providersand Consumers in Two Tertiary Hospitals in the Philippines” not only identifies but also provides suggestions to addressimplementation barriers.
We support and encourage articles on implementation science. These works provide tools to convert evidence into outcomes.These transform organizations and help us accomplish meaningful, lasting structural change that should come withoutany delay to provide relief to our patients in our crowded public wards.
Practice Guideline ; Program Evaluation ; Evaluation Studies As Topic ; Costs And Cost Analysis ; Organizations ; Residence Characteristics ; Health Services Needs And Demand
2.Providing universal health care access to Filipinos region-wide using back propagation and recurrent neural networks for finding optimal locations to place rural health unit facilities in the Philippines.
Martina Therese R. REYES ; Maria Regina Justina E. ESTUAR ; Jann Railey E. MONTALAN
Acta Medica Philippina 2026;60(2):7-14
BACKGROUND AND OBJECTIVE
Access to healthcare remains a challenge in most areas in the Philippines. Fifty-three percent (53%) of the Philippine population do not have access to a rural health unit (RHU) within a 30-minute travel t ime. As a response, the Department of Health (DOH) needs to construct an additional 2400 RHUs by 2025. This paper uses the Philippine Health Facility Development Plan 2020-2040 (PHFDP) as a reference to present a solution for locating sites for RHU placement in under-served areas using neural networks to meet the 30-minute travel time by maximizing population accessibility.
METHODSRHU accessibility was measured using geographic attributes as inputs to a back propagation neural network (BPNN) and a recurrent neural network (RNN): (1) land coverage and hazard data, representing geographical limitations; (2) population density and distribution, indicating demand for healthcare services; and (3) infrastructure-related features, such as road networks, points of interest, and the locations of existing RHUs, which influence healthcare accessibility. The models were trained to identify underserved areas and were implemented on a nationwide scale, excluding NCR, to locate candidate areas to increase population access to the new RHUs. The models were validated using a healthcare facility accessibility index (HCFAI) to assess RHU coverage improvement.
RESULTSThe BPNN showed stronger generalization across regions, achieving 79.1% average accuracy in distinguishing low from high accessible areas on Region 1 and identifying 1668 out of 3305 locations in the region as candidate sites. The RNN, better capturing unique regional characteristics, required separate training: 77.2% average accuracy on Region 1, identifying 1593 candidate sites. Our findings suggest expanding the use of land improves population access to healthcare facilities. Both models found more than the needed number of RHUs by 2040. The BPNN was more consistent than RNN to improve a region’s overall accessibility by increasing the HCFAI. The BPNN can increase population access to an RHU from 2.5-98.5% from its original population with access to an RHU.
CONCLUSIONThe study demonstrates the usage of geographic attributes and neural networks to improve healthcare accessibility. The BPNN and RNN are adequate algorithms to find under-served areas and candidate sites for RHU construction to maximize population accessibility. The HCFAI metric validates the locations to highlight which neural network maximizes more of the region’s populat ion. The study contributes to ongoing efforts to improve healthcare infrastructure and accessibility, offering datadriven recommendations for RHU locations.
Human ; Universal Health Care ; Rural Health ; Delivery Of Health Care ; Health Services Needs And Demand ; Health Facilities ; Algorithms ; Back
3.Accessibility and availability of healthcare services in jail facilities among persons deprived of liberty (PDL) in Dumaguete City, Philippines.
Acta Medica Philippina 2026;60(5):17-25
BACKGROUND
Access to prison healthcare and healthcare equity remains poorly understood in the Philippines. With Philippine jail health systems subjected to budgetary restrictions, optimization of efficient mechanisms in healthcare delivery is warranted. This makes understanding how PDLs’ utilization to healthcare services more relavant and of high importance.
OBJECTIVESThis study sought to determine healthcare accessibility and explored what influences healthcare access by Persons Deprived of Liberty (PDLs). Additionally, the study looked into whether healthcare was equally accessible to different PDL subgroups.
METHODSA descriptive-correlational design was employed in recruiting 261 PDLs utilizing stratified random sampling in two jail facilities in Dumaguete City from May to June 2023. Data on healthcare accessibility and availability from self-report survey questionnaires were analyzed using SPSS version 25.
RESULTSHierarchical linear regression analysis shows that, collectively, predisposing factors (age, sex) F=200.82, enabling resources (availability of health services) F=52.52, and perceived needs (physical activities, sleep, diet, and mental health) F=30.24 significantly predict healthcare accessibility, having the availability of healthcare services as the strongest predictor with an R2 change of 43.7% followed by percieved needs (3.9%) and predisposing factor (1.4%), respectively. Furthermore, ordinal logistic regression analysis shows that healthcare by age groups 18-34 (OR=0.379) and 35-54 (OR=0.449) are less likely to be available and accessed than those aged 55 and above. Additionally, availability and accessibility of healthcare are less likely for males (OR=0.24) than females while PDLs with average physical activities (OR=0.87), good (OR=50.7) to average sleep (OR=27.4), and average mental health (OR=0.35) have higher odds of availing and accessing healthcare than their poor counterparts.
CONCLUSIONThese findings indicate that PDLs tend to access healthcare services based predominantly on availability rather than their desired needs warranting strategies that allow catering to a wide range of health needs in PDL subgroups which ultimately lead to better prison health outcomes.
Human ; Health Services Accessibility ; Health Services Needs And Demand ; Health Services ; Health Resources
4.Mapping health systems to understand health phenomena — and why publishing this work matters.
Acta Medica Philippina 2026;60(9):5-6
A singular medical incident can alert health officials to an emerging, if not widespread, but possibly undetected publichealth concern.
Our issue contains a remarkable case of a ruptured hepatic abscess in a 3-year-old, which turned out to be MethicillinresistantStaphylococcus aureus (MRSA) by authors Torrico and Tarnate.The concern is that the infection is communityacquired,and the patient was immunocompetent. This sounds the alarm for the occurrence of antimicrobial resistance (AMR)in the communities and calls for a response from health authorities to investigate, analyze, and propose solutions for sucha sentinel event.
We need to support these efforts and, in this issue, we publish such work from our investigators. Antimicrobial resistanceis an urgent global health concern.The impact is magnified in low to middle-income countries where health risks are high,and health infrastructure is weak. Thus, it is imperative that determinants of AMR are scrutinized to allow crafting offocused strategies to combat the problem.
The article by Dela Cruz and Hernandez on the prevalence and practices of antibiotic misuse among adult residents ofRodriguez, Rizal, contributes to this analysis.The paper reveals a disturbing prevalence of self-medication and identifiesbarriers to accessing proper health education and care. This is a global problem, and the paper from Brazil relates the observationof community pharmacists of antibiotic misuse to the rise of antimicrobial resistance.
Dela Cruz and Hernandez recommend stricter antibiotic regulation, and this falls squarely into the scope of concernof another article in this issue, the “Research Needs in Philippine Pharmaceutical Sciences: A Qualitative Perspective fromRegulatory and Clinical Research Sectors of the Pharmaceutical Industry” by Pena and co-authors.Interestingly, whiledrug registration and clinical trials were the focus of the paper, it may be a desired expansion of the regulatory reach of theindustry to temper the use of antibiotics as it is being dispensed to end users.Antimicrobial stewardship involves ethicalpromotion of use and equitable access to appropriate treatment, and these concerns require the responsible participation of thepharmaceutical industry.
Health challenges are complex. The analysis of these challenges requires surveillance of literature for sentinel events, useof community-based research to investigate phenomena, and system mapping to identify relevant sectors to improve strategyand to involve relevant stakeholders.
We support this type of scholarship, which seeks to expand the focus from isolated clinical interventions towards placinga spotlight on relevant work that will lead to impactful reform of broad health ecosystems.
Human ; Child Preschool: 2-5 Yrs Old ; Therapeutics ; Staphylococcus Aureus ; Pharmaceutical Preparations ; Research Personnel ; Health Services Needs And Demand ; Methicillin-resistant Staphylococcus Aureus ; Antimicrobial Stewardship
5.From data to practice: Why translating research findings to real-world outcomes needs more implementation studies.
Acta Medica Philippina 2026;60(8):5-6
Walking through the wards of a crowded public hospital and seeing suffering and tragedy from easily preventable conditionsmakes one wonder what it takes for a facility to change the outcomes. The evidence is there, and guidelines have beendeveloped from it; yet practices remain difficult to change—whether in screening, prevention, treatment, or rehabilitation.
Recently, the Department of Health has put up a compendium of clinical practice guidelines (CPG) crafted accordingto the standards set by the Manual for Clinical Practice Guideline Development of DOH-Philhealth.Guidelines stipulatethat dissemination and implementation be considered, and applicability issues are discussed. The uptake of the guidelinesshould be evaluated, and facilitators and barriers should be identified. Thus, there is a need for implementation andapplicability studies to assess how effective guidelines are. For breast cancer, the Philippine Guidelines were published in 2022and updated in 2026.Identified as barriers against implementation are financial constraints and out-of-pocket costs. Actahas since responded to these concerns by publishing articles on financing cost assessment, and in this issue, by Mondragonand co-authors, an “Assessment of Out-of-Pocket Expenditure of HER2-Positive Breast Cancer Patients in a Tertiary CancerCenter and Private Clinics in the Philippines.”
These types of studies are necessary in the translation of evidence to practice, allowing organizations to adopt, scale,and sustain recommendations to real-world settings.
Where CPGs on malnutrition cite resource constraints as the only significant barrier for implementation, the article byde Luna and co-authors on the “A Qualitative Program Evaluation Study on the Perceived Impact of Health and NutritionPrograms among Beneficiaries of a Civil Society Organization in the Philippines” in this issue of the Acta add fear ofsustainability by families and competition from readily accessible instant food of poor nutritional value as barriers in implementingsuch programs.
These studies help us go beyond information dissemination of evidence-based practice to create pathways for impactfulintegration of recommended interventions. Implementation studies sharpen our analysis and focus our efforts on strategies thatcan help pilot, roll out, and scale up guidelines.
New modalities to carry out recommendations can also be part of how guidelines are implemented in the communitysetting. Where the Philippine Academy of Rehabilitation Medicine (PARM) recommends early home-based rehabilitation,the Stroke Society of the Philippines recommends telerehabilitation to augment the efforts of care providers.The articleby Laxamana and co-authors in this issue on “The Acceptance of Stroke Telerehabilitation among Rehabilitation Providersand Consumers in Two Tertiary Hospitals in the Philippines” not only identifies but also provides suggestions to addressimplementation barriers.
We support and encourage articles on implementation science. These works provide tools to convert evidence into outcomes.These transform organizations and help us accomplish meaningful, lasting structural change that should come withoutany delay to provide relief to our patients in our crowded public wards.
Practice Guideline ; Program Evaluation ; Evaluation Studies As Topic ; Costs And Cost Analysis ; Organizations ; Residence Characteristics ; Health Services Needs And Demand
6.Facilitating and hindering factors in the provision of incentives and benefits for Barangay Health Workers (BHWs) in Oriental Mindoro: Insights from Focus Group Discussions (FGDs) and Key Informant Interviews (KIIs)
Onofre A. Maminta jr. ; Reynaldo H. Imperial
Philippine Journal of Health Research and Development 2025;29(2):9-12
BACKGROUD
In 1995, RA 7883 was enacted stating the incentives and benefits which can be provided for BHWs. In the advent of the Universal Health Care, the role of the BHWs will be crucial more than ever and to ensure the sustainability of the program is an urgent concern. There is a need to identify the hindrances in the provision of incentives and benefits for the BHWs in coming up with recommendations on how to improve it.
METHODOLOGYFocus group discussions on selected BHWs and key informant interviews on policy makers and implementors were conducted to assess the reinforcing and hindering factors on the provision of incentives and benefits for the BHWs.
RESULTThe report outlines key factors affecting BHWs in Oriental Mindoro. While the BHW organization has potential to offer incentives, it needs stronger oversight from the Local Government Unit (LGU) to be effective. NGOs, provide crucial funding for training BHWs in remote areas. Political interference in appointing BHWs, with frequent changes in leadership, disrupts the program's stability. Training opportunities are limited by a lack of funding, leaving many BHWs undertrained. Additionally, local ordinances that offer benefits to BHWs often fail due to unclear policies, changing local leadership, and insufficient budgets.
CONCLUSIONThe BHW program continues to face persistent challenges in the provision of incentives and benefits, largely due to the lack of clear, comprehensive, and enforceable policies and guidelines.
Human ; Health Services Needs And Demand
9.Demands and countermeasures for outpatients and emergency patients during the outbreak of coronavirus disease 2019 in large general hospital.
Honghua YANG ; Xiaoxia CAO ; Shichang SUN ; Yeqiong HAN ; Fangyi ZHOU ; Neng LIU
Journal of Central South University(Medical Sciences) 2020;45(5):507-512
OBJECTIVES:
To discuss the demands and countermeasures for outpatients and emergency patients during the outbreak of coronavirus disease 2019 (COVID-19) in large general hospital.
METHODS:
By analyzing patients' demands, outpatient service system and emergency system complemented each other with the help of "internet medical" to provide online medical treatment, self-diagnosed pneumonia program, online pharmacies, outpatient appointment and online pre-examination services, open green channels for special patients, and to provide referral services for critical patients. The COVID-19 suspected patients and other common fever patients were separated from other patients.
RESULTS:
From January 28 to March 1, we have received 26 000 patients online, 1 856 special patients, 2 929 suspected patients and common fever patients including 31 confirmed patients, 0 case of misdiagnosis and cross-infection.
CONCLUSIONS
Targeting patient's demands and taking appropriate measures are effective on meeting the needs of outpatients' and emergency patients' medical services.
Betacoronavirus
;
Coronavirus Infections
;
epidemiology
;
prevention & control
;
Cross Infection
;
prevention & control
;
Emergency Medical Services
;
organization & administration
;
Health Services Needs and Demand
;
Hospitals, General
;
organization & administration
;
Humans
;
Outpatients
;
Pandemics
;
prevention & control
;
Pneumonia, Viral
;
epidemiology
;
prevention & control
10.Return service agreement in the context of the Universal Health Care Act: Using international and local experiences to guide application of the RSA
Theo Prudencio Juhani Z. Capeding ; Ma-Ann M. Zarsuelo ; Michael Antonio F. Mendoza ; Leonardo Jr. R. Estacio Jr. ; Ma. Esmeralda C. Silva
Acta Medica Philippina 2020;54(6):751-759
Background:
Philippines is in a constant struggle to address shortage and maldistribution of health professionals, affecting equity in service delivery. The government endeavors to generate adequate supply of health workforce through scholarship and training programs which have been further expanded with the enactment of the Universal Health Care (UHC) Act. This article aimed to give a background for discussion on the application of return service agreement (RSA) provisions in the light of attaining universal health care.
Methods:
A modified systematic review of literature was conducted guided by the key issues determined by the Department of Health with focus on the extent of scholarship grants and on number of recipients.
Results:
The Philippine government enacted policy reforms through implementing RSA in response to the progressive decline of the net flow of health professionals. However, the criticisms lie in that RSA is not a long-term solution. With the RSA provisions in the UHC Law, metrics on determining the under-produced and maldistributed professional cadre must be created. These should be responsive in addressing facility-level and health system-level gaps.
Conclusion and Recommendation
Paucity of current local literature impedes attaining a conclusive body of evidence, therefore, further research is needed. Operationalization of RSA should not be viewed as a singular means to solve the health workforce gaps, but as part of holistic assessment, taking into consideration epidemiological, geographical, political, and social determinants. Stakeholders must ingress in collaborative intersectoral policy actions to warrant bottom-up support. Activities related to mapping, monitoring, and incentivizing medical and health-related professionals must be established to support a system conducive for workforce retention.
Medically Underserved Area
;
Health Workforce
;
Health Services


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