1.Analysis of the Capacities of Health Facilities in the Eastern Visayas Region based on Health Care Provider Network Service Delivery Guidelines.
Leizel P. Lagrada ; Romulo F. Nieva ; Alvin Duke R. Sy ; Kim Leonard G. Dela Luna ; Darrlyn Normaine P. Bernabe ; Fernando B. Garcia ; He Yeon Ji ; Romil Jeffrey R. Juson ; Jasper M. Maglinab ; Jihwan Jeon
Acta Medica Philippina 2026;60(3):13-26
OBJECTIVES
Timely access to appropriate levels of care is essential for improving maternal, newborn,
and child health outcomes. To address persistent service delivery fragmentation and strengthen referral systems, the Philippine Department of Health issued Administrative Order 2020-0019 to guide the design of Health Care Provider Networks (HCPNs) under the Universal Health Care Act of 2019. This study assessed the extent to which sixteen municipalities across four provinces in Eastern Visayas comply with the HCPN service delivery guidelines in the context of maternal and newborn care.
The study employed a descriptive cross-sectional mixed-methods design, utilizing structured facility checklists to assess compliance with HCPN standards. Qualitative data were gathered through key informant interviews and focus group discussions with purposively selected stakeholders—decision makers, health personnel, and mothers—to contextualize findings. A three-lever framework for integrated care (policy, operational, and cross- cutting) guided the analysis
RESULTSThe findings revealed significant gaps between the current capacities of study health facilities and the requirements outlined in the HCPN guidelines. Major gaps included (1) weak cooperative governance mechanisms to support network-wide coordination; (2) limited systematic linkages between facilities, including fragmented referral protocols and non-interoperable health information systems; (3) inadequate investments in infrastructure, health human resources, and medical commodities; and (4) absence of performance monitoring systems across HCPNs.
CONCLUSION
Human ; Information Systems ; Occupational Groups ; Referral And Consultation ; Universal Health Care ; Delivery Of Health Care
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
4.Facility assessment for the implementation of the Philippine package of essential noncommunicable disease interventions (PhilPEN) in primary health care centers in Metro Manila.
Joyce P. PARCO ; Kim Leonard G. DELA LUNA ; Maria Theresa M. TALAVERA
Acta Medica Philippina 2026;60(6):18-25
BACKGROUND AND OBJECTIVE
The Philippine Package of Essential Noncommunicable Disease Interventions (PhilPEN) was introduced by the Department of Health through AO 2012-0029. This is anchored to WHO PEN, a prioritized set of cost-effective interventions that can be carried out to provide an acceptable standard of care at the primary health care level, even in low-resource settings. The study aims to evaluate the availability and adequacy of primary health care facilities in providing the PhilPEN package of interventions using the WHO assessment tool.
METHODSA cross-sectional survey was conducted in 25 randomly selected primary health care facilities in Metro Manila. Data were collected through structured interviews with facility staff and direct observation using a standardized questionnaire aligned with PhilPEN and WHO PEN guidelines. The tool assessed PhilPEN inputs (infrastructure, human resources, basic tools and equipment, essential medicines, record-keeping, financing) and services (risk assessment and screening, early diagnosis and monitoring, treatment and follow-up, counseling, referral of patients).
RESULTSAll facilities met the basic standards for infrastructure, human resources, record keeping, and financing. However, only 40% had all essential medicines, and just 16% had complete tools, including urine ketone/protein test strips. Risk assessment and patient counseling were consistently implemented, but early diagnosis and follow-up services were inconsistent due to training and supply gaps.
CONCLUSIONPrimary health care centers in Metro Manila demonstrate partial readiness for PhilPEN implementation. Gaps in tools, medicines, and protocol availability should be addressed to optimize NCD service delivery.
Human ; Primary Health Care ; Noncommunicable Diseases ; Delivery Of Health Care ; Standard Of Care ; Cardiovascular Diseases
5.Development and application on a full process disease diagnosis and treatment assistance system based on generative artificial intelligence.
Wanjie YANG ; Hao FU ; Xiangfei MENG ; Changsong LI ; Ce YU ; Xinting ZHAO ; Weifeng LI ; Wei ZHAO ; Qi WU ; Zheng CHEN ; Chao CUI ; Song GAO ; Zhen WAN ; Jing HAN ; Weikang ZHAO ; Dong HAN ; Zhongzhuo JIANG ; Weirong XING ; Mou YANG ; Xuan MIAO ; Haibai SUN ; Zhiheng XING ; Junquan ZHANG ; Lixia SHI ; Li ZHANG
Chinese Critical Care Medicine 2025;37(5):477-483
The rapid development of artificial intelligence (AI), especially generative AI (GenAI), has already brought, and will continue to bring, revolutionary changes to our daily production and life, as well as create new opportunities and challenges for diagnostic and therapeutic practices in the medical field. Haihe Hospital of Tianjin University collaborates with the National Supercomputer Center in Tianjin, Tianjin University, and other institutions to carry out research in areas such as smart healthcare, smart services, and smart management. We have conducted research and development of a full-process disease diagnosis and treatment assistance system based on GenAI in the field of smart healthcare. The development of this project is of great significance. The first goal is to upgrade and transform the hospital's information center, organically integrate it with existing information systems, and provide the necessary computing power storage support for intelligent services within the hospital. We have implemented the localized deployment of three models: Tianhe "Tianyuan", WiNGPT, and DeepSeek. The second is to create a digital avatar of the chief physician/chief physician's voice and image by integrating multimodal intelligent interaction technology. With generative intelligence as the core, this solution provides patients with a visual medical interaction solution. The third is to achieve deep adaptation between generative intelligence and the entire process of patient medical treatment. In this project, we have developed assistant tools such as intelligent inquiry, intelligent diagnosis and recognition, intelligent treatment plan generation, and intelligent assisted medical record generation to improve the safety, quality, and efficiency of the diagnosis and treatment process. This study introduces the content of a full-process disease diagnosis and treatment assistance system, aiming to provide references and insights for the digital transformation of the healthcare industry.
Artificial Intelligence
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Humans
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Delivery of Health Care
;
Generative Artificial Intelligence
6.Construction and application of critical care system based on regional coordination.
Yongguang YANG ; Xinliang LIANG ; Jingge ZHAO ; Jianpeng JIAO ; Erdan HUANG ; Jing LI ; Lei QI ; Lifang ZHANG
Chinese Critical Care Medicine 2025;37(7):671-675
In the context of continuously deepening medical and health system reforms and comprehensively promoting the "Healthy China" strategy, Henan Provincial People's Hospital has established a regional collaborative and vertically integrated critical care service structure and network. This initiative aims to enhance information empowerment, strengthen regional collaboration, improve the insufficient primary medical services, and ensure timely and effective treatment for critically ill patients. By establishing a comprehensive dispatch service platform for regional collaborative critical care, building a "top-down" remote medical collaboration network, and forming a cross-regional specialty alliance for critical care, the hospital has improved the efficiency of medical services and enhanced regional capabilities for treating critically ill patients. Simultaneously, for critically serious patients and those with complex diseases at primary medical institutions, a one-stop consultation and referral service has been implemented. This service adopts a "three specialists" approach and a multidisciplinary consultation mechanism within the hospital, constructs a multi-dimensional critical care transfer mode integrating air, ground, and the internet, creates a regional collaborative rescue mode, and implements full-cycle treatment for critically serious patients. The comprehensive, flexible, and efficient service pathway for regional collaborative critical care established by this system ensures timely and safe treatment for critically ill patients, promotes the distribution of high-quality medical resources, and effectively addresses issues such as uneven distribution of high-quality medical resources and varying levels of critical care capabilities. It has facilitated the formation of a new tiered diagnosis and treatment order characterized by "first diagnosis at the primary level, two-way referral, separate treatment for acute and chronic diseases, and vertical integration". This approach has enhanced the diagnostic and comprehensive service capabilities of primary medical institutions. Currently, by strengthening information empowerment and sharing, creating a full-process critical care diagnosis and treatment model, providing medical assistance and cultivating primary-level critical care talent, and promoting appropriate technologies, the hospital has gradually overcome challenges such as barriers to information exchange and sharing between hospitals, overloaded critical care teams, high pressure on patient reception and transfer, and limited critical care capabilities at primary medical institutions. This article summarizes the construction and practical application of this regionally coordinated critical care system, aiming to provide a reference for the management of critical care treatment.
Humans
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China
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Critical Care/organization & administration*
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Delivery of Health Care/organization & administration*
7.Competence of physicians in providing health care to LGBT adolescents in a national tertiary hospital
Cyrus Cesar R. Tejam ; Vanessa-maria F. Torres-Ticzon
Philippine Journal of Health Research and Development 2025;29(1):10-15
OBJECTIVE
The competence of health workers to attend to vulnerable and marginalized populations is critical to health equity. The study determines the competence of physicians in providing health care to LGBT adolescents in a national tertiary hospital.
METHODOLOGYAll physicians from the departments of Pediatrics and Family and Community Medicine were recruited. An electronic form collected demographic data and responses to the Lesbian, Gay, Bisexual, and Transgender Development of Clinical Skills Scale (LGBTDOCSS).Theresponsesweresummarizedandanalyzed.
RESULTSMost respondents are male, with a mean age of 34.21 years. They are mainly staff of the Department of Pediatrics and post- residency fellows. Not all recall their participation in gender sensitivity training. They report scores towards the higher end of the scale: an overall score of 5.27 and mean subscale scores of 4.43 for clinical preparedness, 6.13 for attitudinal awareness, and 5.24 for basic knowledge. The heterogeneity and pertinacity of their experiences with LGBT individuals mediate their attitudinal awareness. Attaining the level of consultant suggests a better understanding of barriers and disparities against LGBT individuals. The tool has good internal reliability.
CONCLUSIONThe demographic profile of the respondents suggests their involvement in healthcare, continuing education, and staff development. They report adequate competence in providing health care to LGBT adolescents.
Human ; Adolescent ; Competence ; Mental Competency ; Healthcare ; Delivery Of Health Care
9.Strengthening palliative care integration: Advancing primary health services in the Philippines: A position paper
Philippine Journal of Nursing 2025;95(1):100-103
Palliative care has emerged as a crucial component of healthcare, particularly in the context of an aging population and the increasing prevalence of chronic and life-limiting illnesses. In the Philippines, however, access to palliative care remains significantly limited, especially in rural and underserved areas. This disparity is primarily driven by systemic challenges such as inadequate healthcare infrastructure, a shortage of trained professionals, and insufficient public awareness. While the inclusion of palliative care in the Universal Health Care (UHC) Act of 2019 (Republic Act No. 11223) reflects a progressive step toward addressing these needs, the implementation of comprehensive palliative services continues to face considerable hurdles. This paper advocated for the stronger integration of palliative care into primary health care systems at the barangay level, emphasizing the need to strengthen policy frameworks, ensure adequate resource allocation, and actively engage communities in this endeavor. Such efforts are essential to guaranteeing equitable, compassionate, and dignified care for all individuals, regardless of their stage of life or even socioeconomic status.
Human ; Palliative Care ; Primary Health Care ; Delivery Of Health Care
10.Development of the knowledge, attitudes, and practices towards LGBT in healthcare questionnaire (KAP-LHQ)
Rod Charlie Delos-reyes ; Erlyn Sana
Philippine Journal of Allied Health Sciences 2025;9(1):6-15
BACKGROUND
Lesbian, gay, bisexual, and transgender (LGBT) individuals continue to experience health disparities related to discrimination and health professional inadequacies despite increasing social acceptance of the LGBT community in society. Understanding the knowledge, attitudes, and practices concerning the healthcare of LGBT individuals among healthcare professionals can enable gender-affirming healthcare for the LGBT community. However, there is a need for a culturally relevant and updated tool to describe healthcare professionals' interactions with the LGBT community.
OBJECTIVESThe objective of this study is to describe the development of the Knowledge, Attitudes, and Practices towards LGBT in Healthcare Questionnaire (KAP-LHQ) and demonstrate its content and face validity.
METHODSThe KAP-LHQ was developed using a two-phase process. Phase 1 involved the generation of items through a literature review and discussions among the authors Phase two included the evaluation of its content and face validity. Content validity was determined by six experts using the Content Validity Index, while ten healthcare professionals evaluated the tool for face validity.
RESULTSThe KAP-LHQ demonstrated good content and face validity. Content validity indices were high. Item-Level CVI (I-CVI) ranges from 0.83 to 1.00 for the items under the Knowledge section and has a Scale-Level CVI (S-CVI) of 0.97. The Attitude section items scored an I-CVI of 0.83 to 1.00 and a S-CVI of 0.99, while most of the Practices section items scored an I-CVI of 1.00 with an overall S-CVI of 0.94. One item was omitted on the final version for having an I-CVI of 0.67. Face validity of the final questionnaire across parameters has a median of 4 out of 4, reflecting the appropriateness, comprehensibility, and relevance of the questionnaire.
CONCLUSIONThe KAP-LHQ appears to be a valid tool that has the potential for assessing the KAP of health professions to improve training and increasese healthcare outcomes for the LGBT community. Using the tool on a larger population can firmly establish its efficacy, further validity, and even reliability.
Human ; Delivery Of Health Care ; Healthcare


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