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1.
Qual Life Res ; 31(9): 2763-2774, 2022 Sep.
Article En | MEDLINE | ID: mdl-35532835

BACKGROUND: The Philippines has recommended the use of Quality-Adjusted Life Years (QALYs) in government health technology assessments (HTA). We aimed to develop a value set for the EQ-5D-5L based on health preferences of the healthy general adult population in the Philippines. METHODS: Healthy, literate adults were recruited from the Philippine general population with quota targets based on age, sex, administrative region, type of residence, education, income, and ethnolinguistic groups. Each participant's preference was elicited by completing Composite Time Trade-Off (C-TTO) and Discrete Choice Experiment (DCE) tasks. Tasks were computer-assisted using the EuroQol Valuation Technology 2.0. To estimate the value set, we explored 20- and 8-parameter models that either use c-TTO-only data or both c-TTO and DCE (also called hybrid models). Final model choice was guided by principles of monotonicity, out-of-sample likelihood, model fit, and parsimony. RESULTS: We recruited 1000 respondents with demographic characteristics that approximate the general population such as 49.6% Female, 82% Roman Catholic, 40% in urban areas, and 55% finished high school. None of the 20-parameter models demonstrated monotonicity (logical worsening of coefficients with increasing severity). From the 8-parameter models, the homoscedastic TTO-only model exhibited the best fit. From this model, mobility and pain/ discomfort had the highest effect on utilities. CONCLUSION: The selected model for representing the Philippine general population preferences for EQ-5D-5L health states was an 8-parameter homoscedastic TTO-only model. This value set is recommended for use in QALY calculations in support of HTA-informed coverage decisions in the Philippines.


Patient Preference , Quality of Life , Adult , Choice Behavior , Female , Health Status , Humans , Male , Philippines , Quality of Life/psychology , Surveys and Questionnaires
2.
Vaccine ; 40(27): 3802-3811, 2022 06 15.
Article En | MEDLINE | ID: mdl-35606237

Cervical cancer is the second most common cancer among women in the Philippines. Human papillomavirus (HPV) vaccination provides protection from the most common cancer-causing HPV types. This analysis used a proportionate outcomes model to estimate the potential cost-effectiveness of four different HPV vaccine products-Cervarix™, Cecolin®, GARDASIL®, and GARDASIL®9-for routine HPV vaccination of 10 cohorts of 9-year-old girls from the government and societal perspectives. Model parameters included cervical cancer burden, healthcare and program costs, vaccine efficacy with and without potential cross-protection, and vaccination coverage. Univariate and probabilistic sensitivity analyses evaluated the impact of uncertainty on model results. Compared to no vaccination, HPV programs with Cecolin®, Cervarix™, and GARDASIL® are projected to be cost-effective at US$1,210, US$1,300, and US$2,043 per DALY averted, respectively, from the government perspective, and at US$173, US$263, and US$1,006 per DALY averted, respectively, from the societal perspective when cross-protection was considered. When direct comparisons were made across vaccines, GARDASIL® was dominated by Cervarix™ and Cecolin®. In a scenario where cross-protection was not considered, results were similar except that Cervarix™ and GARDASIL® were both dominated by Cecolin®. GARDASIL®9 was not cost-effective under any of the modeled scenarios.


Alphapapillomavirus , Papillomavirus Infections , Papillomavirus Vaccines , Uterine Cervical Neoplasms , Child , Cost-Benefit Analysis , Female , Human Papillomavirus Recombinant Vaccine Quadrivalent, Types 6, 11, 16, 18 , Humans , Papillomavirus Infections/prevention & control , Philippines/epidemiology , Vaccination/methods
3.
Vaccine ; 39(48): 7091-7100, 2021 11 26.
Article En | MEDLINE | ID: mdl-34753614

INTRODUCTION: Rotavirus gastroenteritis (RVGE) remains a leading cause of hospitalization and death in children under five years of age in the Philippines. Rotavirus (RV) vaccination was introduced into the national immunization program (NIP) in 2012 but has since been limited to one region due to cost considerations and conflicting local cost-effectiveness estimates. Updated estimates of the cost-effectiveness of RV vaccination are required to inform prioritization of national immunization activities. METHODS: We calculated the potential costs and benefits of rotavirus vaccination over a 10-year-period (2021-2031) from a government and societal perspective, comparing four alternative rotavirus vaccines: Rotavac, Rotasiil, Rotarix and Rotateq. For each vaccine, a proportionate outcomes model was used to calculate the expected number of disease events, DALYs, vaccination program costs, and healthcare costs, with and without vaccination. The primary outcome measure was the cost per DALY averted. Assuming each product would generate similar benefits, the dominant (lowest cost) product was identified. We then calculated the cost-effectiveness (US$ per Disability Adjusted Life Year [DALY] averted) of the least costly product and compared it to willingness-to-pay thresholds of 0.5 and 1 times the national GDP per capita ($3,485), and ran deterministic and probabilistic sensitivity analyses. RESULTS: Introducing any of the four rotavirus vaccines would avert around 40% of RVGE visits, hospitalizations, and deaths over the period 2021-2031. Over the same ten-year period, the incremental cost of vaccination from a government perspective was estimated to be around $104, $105, $220, and $277 million for Rotavac, Rotasiil, Rotarix and Rotateq, respectively. The equivalent cost from a societal perspective was $58, $60, $178 and $231 million. The cost-effectiveness of the least costly product (Rotavac) was $1,148 ($830-$1682) from a government perspective and $646 ($233-1277) from a societal perspective. All other products offered similar benefits but at a higher cost. There is a >99% probability that Rotavac would be cost-effective at a willingness-to-pay threshold set at 0.5 times the national GDP per capita. CONCLUSION: Both Rotavac and Rotasiil are likely to be cost-effective options in the Philippines, but it is not possible to say definitively which product should be preferred. Rotarix and Rotateq are expected to offer similar benefits at more cost, so would need to be priced far more competitively to be considered for introduction.


Rotavirus Infections , Rotavirus Vaccines , Rotavirus , Child , Child, Preschool , Cost-Benefit Analysis , Disability-Adjusted Life Years , Humans , Immunization Programs , Infant , Philippines/epidemiology , Rotavirus Infections/epidemiology , Rotavirus Infections/prevention & control , Vaccination
4.
PLoS One ; 16(6): e0252240, 2021.
Article En | MEDLINE | ID: mdl-34086746

SETTING: The 3rd national tuberculosis (TB) survey in the Philippines in 2007 reported a significant decline in the prevalence of TB. Since then, more significant investments for TB control have been made, yet TB burden estimates from routine surveillance data remain relatively stable. OBJECTIVE: To estimate the prevalence of bacteriologically confirmed pulmonary TB in the Philippines amongst individuals aged ≥15 years in 2016. DESIGN: In March-December 2016, we conducted a population-based survey with stratified, multi-stage cluster sampling of residents in 106 clusters aged ≥15 years. Survey participants were screened for TB by symptom-based interview and digital chest X-ray. Those with cough ≥2 weeks and/or haemoptysis and/or chest X-ray suggestive of TB were requested to submit 2 sputum specimens for Xpert MTB/RIF, direct sputum smear microscopy using LED fluorescent microscopy, and mycobacterial solid culture (Ogawa method). Bacteriologically confirmed pulmonary TB was defined as MTB culture positive and/or Xpert positive. RESULTS: There were 46,689 individuals interviewed, and 41,444 (88.8%) consented to a chest X-ray. There were 18,597 (39.8%) eligible for sputum examination and 16,242 (87.3%) submitted at least one specimen. Out of 16,058 sputum-eligible participants, 183 (1.1%) were smear-positive. There were 466 bacteriologically confirmed TB cases: 238 (51.1%) Xpert positive, 69 (14.8%) culture positive, and 159 (34.1%) positive by both Xpert and culture. The estimated TB prevalence per 100,000 population aged ≥15 years was 434 (95% CI: 350-518) for smear-positive TB, and 1,159 (95% CI: 1,016-1,301) for bacteriologically confirmed TB. CONCLUSION: This nationally representative survey found that the TB burden in the Philippines in 2016 was higher than estimated from routine TB surveillance data. There was no evidence of a decline in smear and culture positive TB from the 2007 survey despite significant investments in TB control. New strategies for case-finding and patient-centered care must be intensified and expanded.


Tuberculosis, Pulmonary/epidemiology , Adolescent , Adult , Aged , Antibiotics, Antitubercular/therapeutic use , Cough/microbiology , Cross-Sectional Studies , Female , Humans , Male , Middle Aged , Mycobacterium tuberculosis/drug effects , Philippines/epidemiology , Prevalence , Sputum/microbiology , Surveys and Questionnaires , Thorax/microbiology , Tuberculosis, Pulmonary/drug therapy , Young Adult
5.
Qual Life Res ; 30(8): 2137-2147, 2021 Aug.
Article En | MEDLINE | ID: mdl-33677770

PURPOSE: The purpose of this study was to identify the determinants of Filipinos' health-related quality of life (HRQoL). METHODS: Data were collected from 1000 Filipinos across the nation who reported that they did not have known active disease or disability. HRQoL was measured through EuroQoL's (EQ) 5-level tool (EQ-5D-5L) and the EQ Visual Analog Scale (EQ-VAS). Both were implemented via the EQ Valuation Technology software. HRQoL was regressed on socioeconomic characteristics (age, sex, marital status, educational attainment, employment, poverty status, and availability of savings), social support factors (religion, religious attendance, and caregiving status), community- or societal-level factors (type and major island group of residence), and disease status. RESULTS: Majority of respondents reported that they did not have any problems across all EQ-5D-5L dimensions, namely mobility, self-care, usual activity, pain or discomfort, and anxiety or depression. Pain or discomfort had the highest rate of respondents reporting slight to extreme problems followed by anxiety or depression. Having savings was positively associated with HRQoL, while religious attendance, caregiver status, living in an urban area, living in Visayas or Mindanao, and having a diagnosed disease were negatively associated with HRQoL. CONCLUSION: This current study confirms that HRQoL varied across socioeconomic statuses and communities in the Philippines.


Health Status , Quality of Life/psychology , Social Determinants of Health , Anxiety/psychology , Caregivers , Cross-Sectional Studies , Depression/psychology , Female , Health Surveys , Humans , Male , Middle Aged , Pain/psychology , Philippines , Population Health , Sex Factors , Social Support , Socioeconomic Factors , Surveys and Questionnaires
6.
Appl Biosaf ; 26(4): 232-244, 2021 Dec 01.
Article En | MEDLINE | ID: mdl-36034094

Introduction: The emergence of biological threats that can potentially affect millions emphasizes the need to develop a policy framework in the Philippines that can mount an adequate and well-coordinated response. The objective of the study was to assess, strengthen, and harmonize efforts in biorisk management through the development of a National Biorisk Management Framework. Methods: The development of the National Biorisk Management Framework was carried out in two phases: (1) assessment of the current biosafety and biosecurity landscape and (2) framework development. Results: This study identified policy gaps in the incorporation of biosafety in course curricula, professional development, and organizational twinning. The desired policy outcomes focus on increasing the capacity and quality of facilities, and the development of the biosafety officer profession. The tabletop exercises revealed weak implementation of existing protocols and unclear coordination mechanisms for emergency response. Based on these, a framework was drafted composed of eight key areas in biosafety and biosecurity, and four key contexts in risk reduction and management. Discussion and Conclusion: Reforms in biosafety and biosecurity policies are expected to improve coordination, ensure sustainability, capacitate facilities, and professionalize biosafety officers. Because of the complexity of reforms necessary, success will require a consistent and coherent policy framework that (1) provides well-coordinated mechanisms toward harmonized risk reduction and management, (2) establishes and enforces guidelines on biosafety, biosecurity, and biorisk management, (3) regulates facilities essential for occupational safety and public health, and (4) is financed by the General Appropriations Act as part of the national budget.

7.
BMC Public Health ; 19(1): 682, 2019 Jun 03.
Article En | MEDLINE | ID: mdl-31159778

BACKGROUND: Type 2 diabetes is increasing globally, with the highest burden in low- to middle-income countries (LMICs) such as the Philippines. Developing effective interventions could improve detection, prevention, and treatment of diabetes. The Cardiovascular Health Awareness Program (CHAP), an evidence-based Canadian intervention, may be an appropriate model for LMICs due to its low cost, ease of implementation, and focus on health promotion and disease prevention. The primary aim of this study is to adapt the CHAP model to a Philippine context as the Community Health Assessment Program in the Philippines (CHAP-P) and evaluate the effect of CHAP-P on glycated hemoglobin (HbA1c) compared to a random sample of community residents in control communities. METHODS: Six-month, 26-community (13 intervention, 13 control) parallel cluster randomized controlled trial in Zamboanga Peninsula, an Administrative Region in the southern Philippines. Criteria for community selection include: adequate political stability, connection with local champions, travel feasibility, and refrigerated space for materials. The community-based intervention, CHAP-P sessions, are volunteer-led group sessions with chronic condition assessment, blood pressure monitoring, and health education. Three participant groups will be involved: 1) Random sample of community participants aged 40 or older, 100 per community (1300 control, 1300 intervention participants total); 2) Community members aged 40 years or older who attended at least one CHAP-P session; 3) Community health workers and staff facilitating sessions. PRIMARY OUTCOME: mean difference in HbA1c at 6 months in intervention group individuals compared to control. SECONDARY OUTCOMES: modifiable risk factors, health utilization and access (individual); diabetes detection and management (cluster). Evaluation also includes community process evaluation and cost-effectiveness analysis. DISCUSSION: CHAP has been shown to be effective in a Canadian setting. Individual components of CHAP-P have been piloted locally and shown to be acceptable and feasible. This study will improve understanding of how best to adapt this model to an LMIC setting, in order to maximize prevention, detection, and management of diabetes. Results may inform policy and practice in the Philippines and have the potential to be applied to other LMICs. TRIAL REGISTRATION: ClinicalTrials.gov ( NCT03481335 ), registered March 29, 2018.


Awareness , Developing Countries , Diabetes Mellitus, Type 2/prevention & control , Health Education , Health Promotion/methods , Program Evaluation , Public Health , Adult , Aged , Blood Pressure Determination , Canada , Cardiovascular System , Community Health Workers , Cost-Benefit Analysis , Diabetes Mellitus, Type 2/blood , Female , Glycated Hemoglobin/metabolism , Humans , Income , Male , Middle Aged , Outcome and Process Assessment, Health Care , Philippines , Poverty , Research Design
8.
Heart Asia ; 10(2): e011039, 2018.
Article En | MEDLINE | ID: mdl-30397413

OBJECTIVES: Hospitalisation for congestive heart failure (CHF) was reported to be 1648 cases for every 100 000 patient claims in 2014 in the Philippines; however, there are no data regarding its economic impact. This study determined CHF hospitalisation cost and its total economic burden. It compared the healthcare-related hospitalisation cost from the societal perspective with the payer's perspective, the Philippine Health Insurance Corporation (PhilHealth). METHODS: This is a cost analysis study. Data were obtained from representative government/private hospitals and a drugstore in all regions of the country. Healthcare costs included cost of diagnostics/treatment, professional fees and other CHF-related hospital charges, while non-healthcare costs included production losses, transportation and food expenses. RESULTS: The overall mean healthcare-related cost for CHF hospitalisation (class III) in government hospitals in the Philippines in 2014 was PHP19 340-PHP28 220 (US$436-US$636). In private hospitals, it was PHP28 370-PHP41 800 (US$639-US$941). In comparison, PhilHealth's coverage/CHF case rate payment is PHP15 700 (US$354). The mean non-healthcare cost was PHP10 700-PHP14 600 (US$241-US$329). Using PhilHealth's case rate payment and the prevalence of CHF hospitalisation in 2014, the total economic burden was PHP691 522 200 (US$15 574 824). Using the study results on healthcare-related cost meant that the total economic burden for CHF hospitalisation would instead be PHP851 850 000-PHP1 841 563 000 (US$19 185 811-US$41 476 644). CONCLUSIONS: The calculated healthcare-related hospitalisation cost for CHF in the Philippines in 2014 demonstrates the disparity between the actual cost and PhilHealth's coverage. This implies a need for policymakers to review its coverage to make healthcare delivery affordable.

9.
Yale J Biol Med ; 87(3): 299-306, 2014 Sep.
Article En | MEDLINE | ID: mdl-25191145

Due to a USAID-funded study on blood banks, a national policy was instituted in 1994 that set standards for Philippine blood services, promoted voluntary donation, and led to a ban on commercial blood banks. In this follow-up study, we assess the safety of the supply by determining the residual risk for transfusion-transmitted infections (syphilis, hepatitis B and C, HIV). We also identified unsafe facility practices and generated policy recommendations. A 1992 study found that transfusion-ready blood was not safe using the LQAS method (P > 0.05). We found that the 2012 residual risk became 0 to 0.9 percent attributable to the national policy. We noted poor to fair adherence to this policy. We identified unsafe practices such as use of rapid tests and lack of random blood retesting. Training and use of regional networks may improve safety. Despite improvement in safety, facilities complain of funding and logistical issues regarding compliance with the policy.


Blood Banks , Communicable Diseases/etiology , Transfusion Reaction , Guideline Adherence , Humans , Philippines , Risk Factors
10.
Acta Medica Philippina ; : 5-11, 2014.
Article En | WPRIM | ID: wpr-633704

OBJECTIVES: Asbestos is a carcinogenic mineral substance formerly used widely in the construction industry, all forms of which, except for chrysotile asbestos, have been banned in the Philippines. This article aims to propose policy alternatives to reduce the health and economic effects of continued asbestos use in the country.METHODS: Records of asbestos-related diseases, and asbestos industry-related data in the country were consolidated. The impact of continued asbestos use on the national economy were estimated incorporating natural mortality, regulations of the Department of Labor and Employment (DOLE), and concepts of multiplier effect and net present value. Round table discussions validated data and generated policy recommendations.RESULTS: Filipinos directly and indirectly exposed to asbestos-containing materials (ACMs) are 5,289 and 30,000, respectively. The contributions of these groups to the national economy were estimated at PhP 1.08 Billion annually for workers directly exposed to ACMs and PhP 6.83 Billion annually for workers indirectly exposed. Two policy options--adjustment of threshold limit values, and a total ban--are presented.CONCLUSION: A total ban on all forms of asbestos is shown to be the more cost-effective policy option for the country. It is recommended that government agencies, stakeholders in the asbestos industry, and the general public be involved in strategies for improving surveillance on asbestos exposure, increasing public awareness, and promoting the use of asbestos alternatives.


Asbestos, Serpentine , Threshold Limit Values , Construction Industry , Philippines , Asbestos , Carcinogens , Policy , Government Agencies , Employment
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