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1.
Article in English | MEDLINE | ID: mdl-38957231

ABSTRACT

The Philippines' Republic Act 11332 (2020) mandates prisons, jails and detention centres to participate in disease surveillance, but currently no surveillance system exists in these facilities. This report aims to describe the piloting of an early warning disease surveillance system in 21 selected jails in Calabarzon from July to September 2021. Sites were selected based on congestion, proximity to health facilities and logistical capacity. Data sources, collection mechanisms and reporting tools were determined and health personnel were trained in the operation of the system. During the implementation period, the system detected 10 health events, with influenza-like illness and foodborne illness being the most common. Nine of these events were reported within 24 hours. The local health unit provided medications for clinical management and instructed jail nurses on infection prevention and control measures, including active case finding, the isolation of cases and the inspection of food handling. Twelve sites reported over 8 of the 10 weeks, with all sites reporting zero cases promptly. The challenges identified included insufficient workforce, slow internet speed and multitasking. It was concluded that the jail-based early warning surveillance system is feasible and functional, but the perceived benefits of jail management are crucial to the acceptability and ownership of the system. It is recommended to replicate the surveillance system in other penitentiaries nationwide.


Subject(s)
Jails , Population Surveillance , Humans , Philippines/epidemiology , Population Surveillance/methods , Jails/statistics & numerical data , Disease Outbreaks/prevention & control , Prisons/statistics & numerical data
2.
Article in English | MEDLINE | ID: mdl-38953004

ABSTRACT

On 12 September 2022, a 10-year-old female in Paracelis municipality, Mountain Province, the Philippines, without travel history outside the municipality, experienced acute onset of fever and a change in mental status with disorientation, an altered level of consciousness and new onset of seizures. She was hospitalized at the district hospital from 1 to 3 October 2022, before being transferred to the regional hospital. As diphtheria was originally suspected, the investigation team reviewed records and reports and interviewed key informants to gather additional information and organize case finding and contact tracing. The patient's condition was laboratory-confirmed for Japanese encephalitis virus infection. An environmental survey was carried out at the patient's residence to check for the presence of vectors and contributing factors. Exemplifying inadequate vaccination coverage for Japanese encephalitis virus in Mountain Province, the patient had not been vaccinated against the disease. It is recommended that vaccination campaigns be immediately implemented in the affected area and the surveillance system be strengthened for early detection and prompt response to the emergence of cases and outbreaks. Overall, the investigation highlighted the importance of strong surveillance and response systems for early detection and control of diseases, such as Japanese encephalitis virus. It also underscores the need for comprehensive vaccination programmes to prevent outbreaks and protect vulnerable populations.


Subject(s)
Encephalitis, Japanese , Humans , Philippines/epidemiology , Female , Encephalitis, Japanese/epidemiology , Encephalitis, Japanese/prevention & control , Child , Encephalitis Virus, Japanese/isolation & purification
4.
J Int AIDS Soc ; 27(7): e26323, 2024 Jul.
Article in English | MEDLINE | ID: mdl-38982574

ABSTRACT

INTRODUCTION: Chemsex, the use of psychotropic drugs before or during sexual intercourse, is associated with various HIV risk factors, including condomless sex and reduced adherence to pre-exposure prophylaxis or antiretroviral therapy (ART). In the Philippines, there are still limited studies exploring the associations between chemsex, HIV status and ART adherence. This study aims to compare recent and lifetime chemsex engagement in association with self-reported HIV status among Filipino men who have sex with men (MSM). We further explored the association between chemsex and ART adherence among people living with HIV engaged in chemsex. METHODS: A cross-sectional online survey of 479 Filipino MSM was conducted from 3 August to 1 December 2019. Demographic profiles, sexual behaviours, drug use, history of sexually transmitted infections (STIs), chemsex engagement and HIV status were collected and analysed. Bivariable and multivariable logistic regression were employed to assess the association between self-reported HIV status and chemsex engagement. RESULTS: Among the 479 respondents, Filipino MSM engaged in drug use and chemsex were generally older compared to those not engaged in drug use and chemsex (average age 31-33 vs. 29 years old; p<0.05). Methamphetamine was the most common drug for people who reported using drugs. An HIV-positive status was associated with recent chemsex engagement (aOR = 5.18, p<0.05) and a history of STIs (aOR = 2.09, p<0.05). The subgroup analysis showed that 79% (166/200) of persons living with HIV were adherent to ART. There was no significant association found between chemsex and ART adherence in the logistic regression analyses. CONCLUSIONS: Chemsex behaviour, particularly recent chemsex engagement, is significantly associated with self-reported HIV status. The emerging data on MSM engaged in chemsex require integration of a more person-centred, comprehensive and robust harm reduction programmes into the existing combination prevention strategies in the country. Health education for Filipino MSM engaged in chemsex should prioritize raising awareness about methamphetamine effects and overdose risks, alongside proper medical management.


Subject(s)
HIV Infections , Homosexuality, Male , Medication Adherence , Humans , Male , Philippines/epidemiology , HIV Infections/drug therapy , HIV Infections/psychology , HIV Infections/epidemiology , Cross-Sectional Studies , Adult , Homosexuality, Male/statistics & numerical data , Homosexuality, Male/psychology , Medication Adherence/statistics & numerical data , Young Adult , Middle Aged , Adolescent , Sexual Behavior/statistics & numerical data , Surveys and Questionnaires , Anti-Retroviral Agents/therapeutic use , Risk Factors
5.
JCO Glob Oncol ; 10: e2400019, 2024 Jun.
Article in English | MEDLINE | ID: mdl-38843470

ABSTRACT

PURPOSE: In high-income countries, 2%-10% of tumor genomic profiling (TGP) reports reveal incidental pathogenic germline variants. A third of these patients would not qualify for genetic testing on the basis of current guidelines. Our study determined the prevalence of potentially pathogenic germline variants (PPGVs) in TGP results of adult patients with solid malignancies in the Philippines. METHODS: Annotated reports of patients with solid cancers who underwent TGP using FoundationOne or FoundationOne Heme between January 2021 and July 2023 were reviewed. PPGV criteria include having a variant allele frequency of >30% and were categorized as (1) high penetrance gene (HP), founder variant (FV), or variant associated with clinical presentation (VA). Pathogenicity was crosschecked through the ClinVar database. RESULTS: Of 446 patients, 13 PPGV variants were found in 50 (11.2%) patients at a median age of 60.5 years. Of them, 28 (56%) had HP (BRCA1, BRCA2, MSH2, MSH6, MLH1, RAD51C, RAD51D), 25 (50%) patients had VA (APC, SMAD4, CDH1, CDKN2A, PTEN), and two patients with lung cancer had a FV (EGFR p.Thr790Met). Six patients had more than one PPGV. PPGVs were primarily found in patients with colorectal (42% of 50 patients with PPGVs), breast (16%), ovarian (6%), and lung (6%) cancer (P < .001). HP genes were mostly found in female patients (71.4%; P = .03). CONCLUSION: With a PPGV prevalence of 11% in this study, it is important to recognize PPGVs as it can prompt genetic counseling and confirmatory germline testing.


Subject(s)
Germ-Line Mutation , Neoplasms , Humans , Female , Male , Philippines/epidemiology , Middle Aged , Neoplasms/genetics , Neoplasms/epidemiology , Aged , Adult , Prevalence , Genetic Predisposition to Disease , Genetic Testing , Aged, 80 and over , Genomics
6.
MSMR ; 31(5): 9-15, 2024 05 20.
Article in English | MEDLINE | ID: mdl-38847656

ABSTRACT

In the last week of September 2023, a surge of influenza-like illness was observed among students of the Armed Forces of the Philippines (AFP) Health Service Education and Training Center, where 48 (27 males and 21 females; age in years: mean 33, range 27-41) of 247 military students at the Center presented with respiratory symptoms. Between September 25 and October 10, 2023, all 48 symptomatic students were evaluated with real-time reverse transcription polymerase chain reaction and sequencing for both influenza and SARS-CoV-2. Thirteen (27%) students were found positive for influenza A/H3 only, 6 (13%) for SARS-CoV-2 only, and 4 (8%) were co-infected with influenza A/H3 and SARS-CoV-2. Seventeen influenza A/ H3N2 viruses belonged to the same clade, 3C.2a1b.2a.2a.3a, and 4 SARSCoV-2 sequences belonged to the JE1.1 lineage, indicating a common source outbreak for both. The influenza A/H3N2 circulating virus belonged to a different clade than the vaccine strain for 2023 (3C.2a1b.2a.2a). Only 4 students had received the influenza vaccine for 2023. In response, the AFP Surgeon General issued a memorandum to all military health institutions on October 19, 2023 that mandated influenza vaccination as a prerequisite for enrollment of students at all education and training centers, along with implementation of non-pharmaceutical interventions and early notification and testing of students exhibiting influenza-like-illness.


Subject(s)
COVID-19 , Disease Outbreaks , Influenza, Human , Military Personnel , SARS-CoV-2 , Humans , Philippines/epidemiology , Female , Male , Military Personnel/statistics & numerical data , Adult , COVID-19/epidemiology , Influenza, Human/epidemiology , Influenza, Human/virology , SARS-CoV-2/genetics , Influenza A Virus, H3N2 Subtype/isolation & purification , Influenza A Virus, H3N2 Subtype/genetics
7.
J Sci Med Sport ; 27(6): 368-372, 2024 Jun.
Article in English | MEDLINE | ID: mdl-38849159

ABSTRACT

The present study aims to investigate the demographics and characteristics of scuba diving fatalities in the Philippines which can help in the identification of local trends and ultimately in the development of appropriate preventive measures. Data on scuba diving-related fatalities in the Philippines from 2008 to 2022 were manually retrieved from online news media sources. Information on age, sex, nationality, certification, purpose, and causative factors, whenever possible were collected and analysed. A total of 39 fatalities were identified having a median age of 43.5 (range 20-80). Majority of victims were males (n = 30), and of foreign ethnicity (n = 26). Asphyxia was identified as the possible disabling injury in almost half of the cases (n = 17). The causes of death based on autopsies were determined only for few cases which included drowning (n = 2), heart attack (n = 1), and traumatic injuries from a dynamite blast (n = 1). Potential vulnerable groups were identified to be the ageing population and foreign tourist divers. In the absence of an existing database, this preliminary report provides the best available evidence at this time concerning scuba diving fatalities in the Philippines.


Subject(s)
Diving , Humans , Philippines/ethnology , Philippines/epidemiology , Diving/injuries , Diving/statistics & numerical data , Male , Middle Aged , Adult , Female , Aged , Young Adult , Aged, 80 and over , Cause of Death , Mass Media , Drowning/mortality , Asphyxia/mortality
8.
BMC Public Health ; 24(1): 1501, 2024 Jun 05.
Article in English | MEDLINE | ID: mdl-38840230

ABSTRACT

BACKGROUND: This study aims to evaluate healthcare systems and pandemic responses in relation to marginalized and vulnerable groups, identify populations requiring urgent care, and assess the differential impacts on their health during the pandemic. METHODS: Data were collected by the Asia-Pacific Observatory on Health Systems and Policies (APO)-National University of Singapore and APO-International Health Policy Program consortium members: Korea, Indonesia, Philippines, and Singapore. Data were collected through a combination of semi-structured interviews, policy document reviews, and analysis of secondary data. RESULTS: Our findings reveal that the pandemic exacerbated existing health disparities, particularly affecting older adults, women, and children. Additionally, the study identified LGBTI individuals, healthcare workers, slum dwellers, and migrant workers as groups that faced particularly severe challenges during the pandemic. LGBTI individuals encountered heightened discrimination and limited access to health services tailored to their needs. Healthcare workers suffered from immense stress and risk due to prolonged exposure to the virus and critical working conditions. Slum dwellers struggled with healthcare access and social distancing due to high population density and inadequate sanitation. Migrant workers were particularly hard hit by high risks of virus transmission and stringent, often discriminatory, isolation measures that compounded their vulnerability. The study highlights the variation in the extent and nature of vulnerabilities, which were influenced by each country's specific social environment and healthcare infrastructure. It was observed that public health interventions often lacked the specificity required to effectively address the needs of all vulnerable groups, suggesting a gap in policy and implementation. CONCLUSIONS: The study underscores that vulnerabilities vary greatly depending on the social environment and context of each country, affecting the degree and types of vulnerable groups. It is critical that measures to ensure universal health coverage and equal accessibility to healthcare are specifically designed to address the needs of the most vulnerable. Despite commonalities among groups across different societies, these interventions must be adapted to reflect the unique characteristics of each group within their specific social contexts to effectively mitigate the impact of health disparities.


Subject(s)
COVID-19 , Vulnerable Populations , Humans , COVID-19/epidemiology , Female , Male , Adult , Philippines/epidemiology , Middle Aged , Health Services Accessibility , Delivery of Health Care/organization & administration , Singapore/epidemiology , Pandemics , Republic of Korea/epidemiology , Health Status Disparities , Indonesia/epidemiology , Aged , Social Environment , Young Adult , Healthcare Disparities
9.
J ASEAN Fed Endocr Soc ; 39(1): 53-60, 2024.
Article in English | MEDLINE | ID: mdl-38863914

ABSTRACT

Objectives: We determined the clinical characteristics and prevalence of metabolic syndrome among adult Filipinos with overt hypothyroidism. Methodology: This is a cross-sectional study of 151 adults. Patients were recruited by sequential enrollment. Anthropometric and blood pressure measurements were performed followed by blood extraction for metabolic parameters and thyroid function tests. Clinical and laboratory characteristics were compared between patients with and without metabolic syndrome. Results: The prevalence of metabolic syndrome is 40.4% (95%CI: 32.5%, 48.7%). Patients with metabolic syndrome have a waist circumference of 88.4 ± 7.7 cm in females and 93.3 ± 9.0 cm in males. The median fasting blood glucose was 111.4 (52.2) mg/dL, median systolic blood pressure of 120 (30) mm Hg and diastolic blood pressure of 80 (20) mmHg, median serum triglycerides of 174.3 (114.2) mg/dL, median HDL-C of 42.3 (19.2) mg/dL and a proportion of patients with diabetes (23.0%) and hypertension (44.3%), respectively. The presence of increased waist circumference is the most prevalent component seen among hypothyroid patients. There were no differences in terms of age, sex, etiology of hypothyroidism and anti-TPO levels in those with and without metabolic syndrome. Conclusion: The prevalence of metabolic syndrome in adult Filipinos with hypothyroidism is high. Emphasis must be placed on early screening using waist circumference and metabolic parameters among hypothyroid patients who are at high risk of developing metabolic syndrome.


Subject(s)
Hypothyroidism , Metabolic Syndrome , Humans , Metabolic Syndrome/epidemiology , Hypothyroidism/epidemiology , Hypothyroidism/blood , Male , Female , Cross-Sectional Studies , Prevalence , Adult , Middle Aged , Philippines/epidemiology , Waist Circumference
10.
J ASEAN Fed Endocr Soc ; 39(1): 37-44, 2024.
Article in English | MEDLINE | ID: mdl-38863921

ABSTRACT

Objective: A diabetes prevention program is being proposed in the rural agricultural town of San Juan, Batangas, Philippines. This study aims to determine the prevailing level of food intake, physical activity, and health beliefs prior to any intervention. Methodology: Adults were recruited via random sampling with proportional allocation. Interviews were done to determine food intake and physical activity. Small group discussions were held to determine prevailing health beliefs. Results: The average energy intake (1,547 kcal/d) is only 72% of the recommended values for Filipinos. Only 12% of the respondents achieved the recommended energy intake. Carbohydrates comprise a large part (71%) of calorie intake. A majority (91%) already have moderate to high levels of physical activity. There are prevailing health beliefs that need to be considered when dietary modifications and physical activity interventions are to be done. Conclusion: Internationally recommended diabetes prevention interventions such as reducing calorie intake and increasing physical activity may not be directly applicable here. We recommend that the features of a diabetes prevention program for this locale must include the following: 1) introduction of affordable plant sources of proteins; 2) decreasing the proportion of rice as a source of carbohydrates in the diet; 3) maintaining the level of physical activity; and 4) being sensitive to the prevailing health beliefs.


Subject(s)
Exercise , Health Knowledge, Attitudes, Practice , Rural Population , Humans , Philippines/epidemiology , Male , Female , Adult , Rural Population/statistics & numerical data , Middle Aged , Diabetes Mellitus/prevention & control , Diabetes Mellitus/epidemiology , Aged , Young Adult , Eating , Energy Intake , Diabetes Mellitus, Type 2/prevention & control , Diabetes Mellitus, Type 2/epidemiology , Feeding Behavior , Diet
14.
World Neurosurg ; 188: e390-e395, 2024 Aug.
Article in English | MEDLINE | ID: mdl-38802058

ABSTRACT

OBJECTIVES: Traumatic spinal cord injury (TSCI) is a devastating condition that may result to lifelong complications that affect patient outcome and quality of life. Because of the increasing incidence of TSCI, it is important to comprehend the extent of this condition in terms of demographics, mechanism, and degree of disability to raise awareness and develop strategies in approaching care for these patients. There is a lack of information regarding data on TSCI in Southeast Asia, especially in the Philippines. This study aims to describe the clinical characteristics and outcomes of patients with TSCI in a tertiary care hospital in the Philippines. METHODS: This is a retrospective descriptive cohort study in individuals aged 18 years older who were admitted for TSCI in a Philippine tertiary care hospital between 2022 and 2023. Of 118 admitted patients, 100 patients were included in the study. The data were obtained from the review of patients' medical records. Demographics of TSCI, mechanism, presenting clinical characteristics, American Spinal Injury Association Impairment Scale (AIS) grade, radiographic findings, outcomes, and complications were analyzed. RESULTS: A total of 100 patients with TSCI were included in the study. The mean age of the patients was 43.4 ± 15.8 in years, with male patients being predominant, at 92%. The most common mechanism of injury was motor vehicular crash, at 68%, followed by fall, at 22%. Most patients, 38%, were graded AIS C, on admission. The most common level of injury was cervical, at 70%. The usual complications recorded were sacral ulcer 28%, and hospital-acquired pneumonia, 20%. CONCLUSIONS: TSCI is common in young adult male patients with motor vehicular crash as the mechanism of injury. Most patients in the study had incomplete spinal cord injury (AIS C), with the cervical region as the most common level. The recorded mean length of hospital stay was 1-2 weeks. The most common co-occurring extra spinal injury was traumatic brain injury. At discharge, most developed sacral ulcer and hospital-acquired pneumonia, with stable neurologic status. A multicenter prospective data collection with a larger population and inclusion of more variables are necessary to formulate a regression model and establish the factors that improve the outcomes of TSCI.


Subject(s)
Spinal Cord Injuries , Tertiary Care Centers , Humans , Spinal Cord Injuries/epidemiology , Spinal Cord Injuries/therapy , Male , Philippines/epidemiology , Female , Adult , Middle Aged , Retrospective Studies , Treatment Outcome , Young Adult , Aged , Cohort Studies , Accidents, Traffic/statistics & numerical data
15.
J Prev Med Public Health ; 57(3): 288-297, 2024 May.
Article in English | MEDLINE | ID: mdl-38726577

ABSTRACT

OBJECTIVES: This study explored the prevalence and predictors of alcohol and cannabis co-use among 9263 Filipino adolescents, using data from the 2019 Global School-based Student Health Survey (GSHS). METHODS: We conducted a cross-sectional secondary analysis of the GSHS, targeting adolescents aged 13-17 years and excluding cases with incomplete data on alcohol and cannabis use. Our analysis employed the bivariate chi-square test of independence and multivariable logistic regression using Stata version 18 to identify significant predictors of co-use, with a p-value threshold set at 0.05. RESULTS: The weighted prevalence of co-users was 4.2% (95% confidence interval [CI], 3.4 to 5.3). Significant predictors included male sex (adjusted odds ratio [aOR], 4.50; 95% CI, 3.31 to 6.10; p<0.001) and being in a lower academic year, specifically grade 7 (aOR, 4.08; 95% CI, 2.39 to 6.99; p<0.001) and grade 8 (aOR, 2.20; 95% CI, 1.30 to 3.72; p=0.003). Poor sleep quality was also a significant predictor (aOR, 1.77; 95% CI, 1.29 to 2.44; p<0.001), as was a history of attempted suicide (aOR, 5.31; 95% CI, 4.00 to 7.06; p<0.001). Physical inactivity was associated with lower odds of co-use (aOR, 0.45; 95% CI, 0.33 to 0.62; p<0.001). Additionally, non-attendance of physical education classes (aOR, 1.48; 95% CI, 1.06 to 2.05; p=0.021), infrequent unapproved parental checks (aOR, 1.37; 95% CI, 1.04 to 1.80; p=0.024), and lower parental awareness of free-time activities (aOR, 0.63; 95% CI, 0.45 to 0.87; p=0.005) were associated with higher odds of co-use. Factors not significantly linked to co-use included age group, being in grade 9, always feeling lonely, having no close friends, being bullied outside school, and whether a parent or guardian understood the adolescent's worries. CONCLUSIONS: The findings highlight the critical need for comprehensive interventions in the Philippines, addressing not only physical inactivity and parental monitoring but also focusing on sex, academic grade, participation in physical education classes, sleep quality, and suicide attempt history, to effectively reduce alcohol and cannabis co-use among adolescents.


Subject(s)
Health Surveys , Students , Humans , Adolescent , Male , Female , Philippines/epidemiology , Prevalence , Cross-Sectional Studies , Students/statistics & numerical data , Students/psychology , Alcohol Drinking/epidemiology , Schools/statistics & numerical data , Risk Factors
16.
BMC Oral Health ; 24(1): 642, 2024 May 31.
Article in English | MEDLINE | ID: mdl-38816824

ABSTRACT

BACKGROUND: Limited published data exist on early childhood caries (ECC) among children 2 years old and below. The study aimed to determine ECC prevalence and its association with socio-demographic indicators, feeding practices and oral health behaviours among children aged 2 years and below in the Philippines. METHODS: A cross-sectional study observed young children aged 4-24 months in primary health centers. Each child's caregiver was interviewed and dental examinations were done on every child by one calibrated dentist using the ICDAS. Poisson regression using robust variance estimator analysis identified significant variables associated with ECC. RESULTS: Seven hundred three healthy children were observed at a mean age of 13.3 ± 2.4 months. ECC prevalence was 29.2% (95% confidence interval: 26.0-32.7) among toddlers who showed a mean number of 6.7 ± 3.1 erupted teeth. Multiple regression revealed that child's age (prevalence ratio, PR = 1.07), caregiver's educational level (PR = 1.43), continued breastfeeding (PR = 1.36), frequent eating (PR = 1.24), visible plaque observed by the caregiver (PR = 1.34) and in the oral examination (PR = 2.90) were significant to ECC prevalence. CONCLUSIONS: ECC is alarmingly prevalent in toddlers, marked by early onset and untreated decay. Prioritizing preventive measures in the first two years of life is crucial for understanding dietary impacts and promoting oral hygiene.


Subject(s)
Dental Caries , Humans , Philippines/epidemiology , Cross-Sectional Studies , Dental Caries/epidemiology , Prevalence , Infant , Female , Male , Risk Factors , Child, Preschool , Educational Status , Feeding Behavior , Breast Feeding/statistics & numerical data
17.
PLoS One ; 19(5): e0292467, 2024.
Article in English | MEDLINE | ID: mdl-38781136

ABSTRACT

Copywriting online course has become a famous online training over the past years and the reliance on online courses increased even during the COVID-19 pandemic. In recent years, online courses have become a popular training platform, especially for copywriting courses. The demand for online courses increased during the COVID-19 pandemic, prompting the need to optimize the learning experience of an online course's target audience. This study aimed to determine the combination of online course attributes most preferred by Filipino copywriters such as course style, payment method, course delivery, module duration, and course type. 292 Filipino copywriters from a leading Philippine-based copywriting group voluntarily participated in this study and answered an online questionnaire quantitative survey which was distributed using the purposive sampling method. Conjoint Analysis with an orthogonal design revealed that copywriters consider the course style attribute as the most important (46.007%), followed by payment method (18.236%), and course delivery (15.435%). Module duration (10.489%) and while the course type (9.833%) were was the least considered attribute of an online course. The result shows that Filipino copywriters prefer an intermediate-level video course on a Facebook group that lasts 1 to 3 hours per module and is paid per course for a total utility score of 0.281, while the least preferred combination was a beginner-level audiobook course that lasts less than 30 minutes per module, delivered via email, and paid per module, for a total utility score of -0.281. This study is the first study that analyzed the copywriters' preference for online copywriting course attributes during the COVID-19 pandemic. The findings of this study are beneficial to online course creators who are targeting copywriters. Finally, the result of this study can be expanded further to other online courses worldwide.


Subject(s)
COVID-19 , Education, Distance , Pandemics , Humans , COVID-19/epidemiology , Education, Distance/methods , Female , Male , Philippines/epidemiology , Adult , Surveys and Questionnaires , SARS-CoV-2 , Middle Aged , Young Adult
18.
Acta Trop ; 255: 107225, 2024 Jul.
Article in English | MEDLINE | ID: mdl-38701871

ABSTRACT

Previous dengue epidemiological analyses have been limited in spatiotemporal extent or covariate dimensions, the latter neglecting the multifactorial nature of dengue. These constraints, caused by rigid and traditional statistical tools which collapse amidst 'Big Data', prompt interpretable machine-learning (iML) approaches. Predicting dengue incidence and mortality in the Philippines, a data-limited yet high-burden country, the mlr3 universe of R packages was used to build and optimize ML models based on remotely sensed provincial and dekadal 3 NDVI and 9 rainfall features from 2016 to 2020. Between two tasks, models differ across four random forest-based learners and two clustering strategies. Among 16 candidates, rfsrc-year-case and ranger-year-death significantly perform best for predicting dengue incidence and mortality, respectively. Therefore, temporal clustering yields the best models, reflective of dengue seasonality. The two best models were subjected to tripartite global exploratory model analyses, which encompass model-agnostic post-hoc methods such as Permutation Feature Importance (PFI) and Accumulated Local Effects (ALE). PFI reveals that the models differ in their important explanatory aspect, rainfall for rfsrc-year-case and NDVI for ranger-year-death, among which long-term average (lta) features are most relevant. Trend-wise, ALE reveals that average incidence predictions are positively associated with 'Rain.lta', reflective of dengue cases peaking during the wet season. In contrast, those for mortality are negatively associated with 'NDVI.lta', reflective of urban spaces driving dengue-related deaths. By technologically addressing the challenges of the human-animal-ecosystem interface, this study adheres to the One Digital Health paradigm operationalized under Sustainable Development Goals (SDGs). Leveraging data digitization and predictive modeling for epidemiological research paves SDG 3, which prioritizes holistic health and well-being.


Subject(s)
Dengue , Machine Learning , Remote Sensing Technology , Spatio-Temporal Analysis , Dengue/epidemiology , Philippines/epidemiology , Humans , Incidence , Seasons
19.
Diabetes Metab Syndr ; 18(4): 103008, 2024 Apr.
Article in English | MEDLINE | ID: mdl-38640838

ABSTRACT

AIMS: In this paper, we discuss the existing data on the burden of hypertension in the Philippines and present the status of management, prevention, and control of hypertension in the country. METHODS: A literature review was conducted to synthesize the status of hypertension care in the Philippines. RESULTS: Hypertension continues to contribute to the country's leading causes of death. Similar to the global trend, almost half of hypertensive Filipinos are still not aware of their condition, and only 27 % have it under control. The prevalence of hypertension has steadily increased from 22 % in 1993 to 25.15 % in 2013. The 2020 Philippine Society for Hypertension clinical practice guideline defines hypertension as an office BP of 140/90 mm Hg or above following the proper standard BP measurement. During the past decade, monotherapy has been the mode of treatment in more than 80 % of Filipino patients. This could also explain why the BP control rates have been low. The most prevalent complications of hypertension in the Philippines were stroke (11.6 %), ischemic heart disease (7.7 %), chronic kidney disease (6.30 %), and hypertensive retinopathy (2.30 %). Hypertension causes economic tolls on patients, from the cost of drugs to hospitalization and complications. Hospitalization from hypertensive complications can easily wipe out the savings of middle-class families and is catastrophic for lower-income Filipinos. CONCLUSION: In this review, we summarize the existing data on the burden of hypertension among Filipinos and the risk factors associated with the disease. We present the current screening tools, diagnostics, treatment, and prevention strategies for hypertension in the Philippines. Lastly, we propose solutions to meet the global targets of hypertension management and help relieve the growing burden of this disease.


Subject(s)
Hypertension , Humans , Hypertension/epidemiology , Hypertension/therapy , Philippines/epidemiology , Disease Management , Antihypertensive Agents/therapeutic use , Prevalence , Prognosis
20.
J Viral Hepat ; 31(7): 391-403, 2024 Jul.
Article in English | MEDLINE | ID: mdl-38654623

ABSTRACT

In Vietnam and the Philippines, viral hepatitis is the leading cause of cirrhosis and liver cancer. This study aims to understand the barriers and enablers of people receiving care for hepatitis B and C to support both countries' efforts to eliminate viral hepatitis as a public health threat by 2030. Retrospective, semi-structured interviews were conducted with a purposive, quota-based sample of 63 people living with hepatitis B or C in one province of Vietnam and one region of the Philippines. A rapid deductive approach to thematic analysis produced key findings among the three phases of care: (1) pre-awareness and testing, (2) linkage and treatment initiation and (3) ongoing treatment and recovery. The research found that participants followed five typical journeys, from a variety of entry points. Barriers during the pre-awareness and testing phase included limited awareness about hepatitis and its management, stigma and psychological impacts. Enablers included being familiar with the health system and/or patients benefiting from social connections within the health systems. During the linkage and treatment initiation phase, barriers included difficult physical access, complex navigation and inadequate counselling. In this phase, family support emerged as a critical enabler. During the ongoing treatment and recovery phase, the cost of care and socially and culturally informed perceptions of the disease and medication use were both barriers and enablers. Exploring peoples' journeys with hepatitis B and C in Vietnam and the Philippines revealed many similarities despite the different cultural and health system contexts. Insights from this study may help generate a contextualized, people-centred evidence base to inform the design and improvement of primary care services for hepatitis in both research sites.


Subject(s)
Health Services Accessibility , Humans , Vietnam/epidemiology , Philippines/epidemiology , Male , Female , Middle Aged , Adult , Retrospective Studies , Aged , Hepatitis B , Interviews as Topic , Young Adult , Hepatitis C/epidemiology , Hepatitis C/drug therapy
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