Hazard Risk Research Articles

Application and comparison of three occupational health risk assessment methods in an automobile manufacturing industry

Objective: Three occupational health risk assessment methods were used to assess the occupational health risk of noise exposed posts in an automobile manufacturing enterprise. According to the results, the selection of risk assessment methods and risk management of such occupational noise enterprises were provided. Methods: Form April to November 2021, The occupational health field survey was carried out in an automobile manufacturing industry in Tianjin. The occupational health MES risk assessment method, occupational health risk index risk assessment method and Australian occupational hazard risk assessment method were used to evaluate the occupational health risk of noise-exposed posts in this enterprise, and the evaluation results of different methods were analyzed and compared. Results: The average value of L(Aeq, 8 h) in the four workshops of automobile manufacturing industry was 82.95 dB (A) , and the noise detection exceeding rate was 22.41% (26/116) . The LAeq, 8h and exceeding rate noise of welding workshop were higher than those of other workshops (χ(2)=23.56, 32.94, P<0.01) . The three occupational health risk assessment methods have the same risk assessment results for the four major workshops. The assembly and painting workshops are level 4 risk (possible risk) , and the stamping and welding workshops are level 3 risk (significant risk) . Conclusion: Occupational noise has certain potential hazards to workers in automobile manufacturing enterprises. Therefore, in the future work, corresponding organizational management measures should be taken to improve the working environment and reduce the actual exposure level of workers in order to protect the health of occupational workers.

1.5℃ and 2.0℃ of global warming intensifies the hydrological extremes in China

Global warming has been shown to have a profound impact on hydrological process, especially on hydrological extremes. To avoid the potential risk of extreme hazards, it is essential to project changes in hydroclimatic extremes under the 1.5℃ and 2.0℃ targets of the Paris Agreement, especially in China, which is geographically, climatologically, economically, and socially complex. Here, this study projects future changes in hydroclimatic extremes in China under 1.5℃ and 2.0℃ warming targets based on a distributed hydrological model driven by an ensemble of downscaled general circulation models. The study shows that global warming of 1.5℃ and 2.0℃ would perceptibly affect the spatial patterns of extreme rainfall and extreme heat in China. The intensification of events such as extreme rainfall, meteorological drought, and extreme heat would intensify the hydrological extremes, including floods and hydrological droughts. The risk of future extreme floods and hydrological droughts will increase simultaneously, with a 34.6% (38.0%) probability of acceleration (more severe floods and droughts) in a 1.5℃ (2.0℃) warming world. Correspondingly, global warming tends to exacerbate the water cycle, with a 92.5% (94.2%) probability that at least one extreme event will exhibit intensification characteristics in the 1.5℃ (2.0℃) warming scenario. The acceleration of the water cycle and the intensification of the hydrological extremes may have adverse impacts on the balanced development of China's ecological and economic society.

Application of machine learning and multivariate approaches for assessing microplastic pollution and its associated risks in the urban outdoor environment of Bangladesh

Microplastics (MPs) are an emerging global concern due to severe toxicological risks for ecosystems and public health. Therefore, this is the first study in Bangladesh to assess MP pollution and its associated risks for ecosystems and human health in the outdoor urban environment using machine learning and multivariate approaches. The occurrences of MPs in the urban road dust were 52.76 ± 20.24 particles/g with high diversity, where fiber shape (77%), 0.1–0.5 mm size MPs (75%), blue color (26%), and low-density polyethylene (24%) polymer was the dominating MPs category. Pollution load index value (1.28–4.42), showed severe pollution by MPs. Additionally, the contamination factor (1.00–5.02), and Nemerow pollution index (1.38–5.02), indicate moderate to severe MP pollution. The identified polymers based on calculated potential ecological risk (2248.52 ± 1792.79) and polymer hazard index (814.04 ± 346.15) showed very high and high risks, respectively. The occurrences of MPs could effectively be predicted by random forest, and support random vector machine, where EC, salinity, pH, OC, and texture classes were the influencing parameters. Considering the human health aspect, children and adults could be acutely exposed to 19259.68 and 5777.90 MP particles/ year via oral ingestion. Monte-Carlo-based polymers associated cancer risk assessment results indicate moderate risk and high risk for adults and children, respectively, where children were more vulnerable than adults for MP pollution risks. Overall assessment mentioned that Dhaka was the most polluted division among the other divisions.

Research on Road Geological Hazard Risk Assessment Model Based on Computational Deep Learning Algorithm Integrated With GIS

This paper studies the geological disaster emergency command and management system based on geographic information system. This system is for the province, city, county land resources and other aspects of the comprehensive application, the realization of real-time information display, meteorological early warning, group measurement and mass prevention, monitoring and early warning, major disaster management, prevention plan, quick report processing, emergency investigation, emergency disposal, emergency consultation and other functions. Through the GSM network, the monitoring data is sent to the monitoring center through the mobile phone, and then the monitoring center processes, stores, displays and alarms the monitoring data. Finally, B/S structure is used to build a remote Web data service publishing platform, so that it can carry out real-time monitoring at any place, and improve the speed, efficiency and intuition of high-speed slope disaster. It is proved that the method has the advantages of stable operation, accurate data, fast transmission speed and high monitoring accuracy through the practical application of a highway project foundation pit slope monitoring.

Shells That Have Been Polluted by Lead Around Youtefa Bay in Jayapura City Have Potential Risk of Non-Carcinogenic

Objective: This study aims to analyze how much of a health risk caused by lead exposure in shellfish can affect the health of humans or communities living around this location. Method: This study is an observational study with risk analysis or Hazard Quotient. Samples have been collected through purposive sampling methods, using a cross-sectional study design. Results and conclusions: The results showed that the concentration of lead in shellfish concentrations from 12 stations had an average value of 0.57 mg/kg and was classified as polluted because it was above the limit of the number of Indonesian National Standard 7387 of 2009 because the polluted standard was more than 0.3 mg/kg. Of the 75 respondents, the study found 33 respondents (44%) who had an RQ (risk quotient) of more than 1 indicating that they were vulnerable to lead contamination. It showed that the average RQ value of clams among the 75 respondents was 2.42. An average RQ of more than one suggests that people living near Youtefa Bay are at risk for developing the effects of lead exposure from polluted shellfish. Implications of the study: This study in addition to measuring the concentration of Lead in shellfish also calculated the Risk Quotient of people who consumed shellfish with Hazard Quotient analysis. Originality/value: Based on the calculation of the formula, the average value of RQ (2.42) is very high because RQ is above 1; therefore, this number (RQ) must be controlled. Researchers recommend that residents living near Youtefa Bay should be cautious of lead exposure by reducing total shellfish intake and reducing prolonged lead exposure.

Parameter optimization of vibration control system for adjacent building structures based on negative stiffness inerter damper

Building structures are subjected to strong earthquakes, which result in lateral collisions between them. Such collisions often cause severe structural damage and exacerbate the seismic hazard risk of building structures during earthquake events. This paper discusses the application of vibration control devices based on negative stiffness inerter damper in single-story adjacent building structures. The dynamic equations of the vibration control system containing different types of negative stiffness inerter damper under seismic excitation are established as a unified model. The H2 norm theory and Monte Carlo pattern search method are used to optimize the design parameters to improve the vibration control performance of the system, and the dynamic characteristics of the system are investigated. The results demonstrate that attaching negative stiffness inerter damper to adjacent building structures can effectively improve the overall seismic capacity reserve of the building and reduce the risk of collision of adjacent building structures; improve the robustness and stability of the system, and better reduce the displacement response of the building structure under seismic excitation. In addition, the potential of NSID-based vibration control devices to convert seismic energy into usable electricity has been investigated.

Enhancing flame retardancy and antibacterial properties of wood veneer by promoting crosslinking in metal-organic framework structures

Decorative veneer, rotary cut from wood, serving as the outermost layer of decorative plates and is exposed to potential risks of fire hazards and bacterial growth. In this study, following the principle of eco-friendly and cost-effective, the polyamino polyether methylene phosphonate (PAPEMP) and magnesium chloride (MgCl2) were sequentially impregnated into the veneer, and then the alkaline environment was employed to facilitate the complexation, leading to the formation of cross-linked chains within the porous wood structure. Consequently, the modified wood veneer, endowed with exceptional flame retardancy, smoke suppression, antibacterial properties, and good wettability was successfully achieved. Through optimization in an alkaline environment, the modified decorative veneer exhibits a remarkable increase in limiting oxygen index from 19.7% in the pure veneer to 36.9%, coupled with a significant reduction of 19.38% in total heat release and 65.22% in total smoke release compared to the pure veneer. Additionally, the peak mass loss rate (PLMR) of the modified veneer was 66.41% lower than that of the pure veneer, and the char residue increased to 46.1%, representing a 149.19% improvement over the pure veneer. Compared with pure veneer, the wettability of modified veneer increased by 37.93%. Additionally, the tensile strength parallel to the grain of the modified veneer was enhanced by 22.09% compared to the veneer without NaOH solution treatment, and exhibits strong inhibitory effects on colony reproduction. The developed flame-retardant and antibacterial treatment processes for decorative veneers offer a novel and environmentally friendly method for utilizing precious tree veneers, suitable for a variety of precious woods, and successfully applied to decorative wooden doors and wooden fire-resistant doors.

The role of multiple birth and birth complications in the association between assisted reproductive technology conception and autism diagnosis.

In recent decades, the use of assisted reproductive technology (ART) has increased rapidly. To assess the relationship between ART and autism diagnosis, we linked California birth records from 2000 through 2016 with contemporaneous records from the National ART Surveillance System (NASS) and autism caseload records from California's Department of Developmental Services from 2000 through November 2019. All 95 149 birth records that were successfully linked to a NASS record, indicating an ART birth, were matched 1:1 using propensity scores to non-ART births. We calculated the hazard risk ratio for autism diagnosis and the proportions of the relationship between ART conception and autism diagnosis mediated by multiple birth pregnancy and related birth complications. The hazard risk ratio for autism diagnosis following ART compared with non-ART conception is 1.26 (95% CI, 1.17-1.35). Multiple birth, preterm birth, and cesarean delivery jointly mediate 77.9% of the relationship between ART conception and autism diagnosis. Thus, increased use of single embryo transfer in the United States to reduce multiple births and related birth complications may be a strategy to address the risk of autism diagnosis among ART-conceived children.

Анализ и перспективы применения методов машинного обучения для чрезвычайных ситуаций

This article focuses on fire research, disaster and hazard forecasting, risk and vulnerability assessment, early detection of disasters, early warning systems, disaster monitoring, damage assessment and post-disaster response, and case studies.

The Spectrum of GH Excess in Carney Complex and Genotype-phenotype Correlations

Abstract Context Carney complex (CNC) is a familial neoplasia syndrome associated with GH excess (GHE). Objective To describe the frequency of GHE in a large cohort of patients with CNC and to identify genotype-phenotype correlations. Methods Patients with CNC with at least 1 biochemical evaluation of GH secretion at our center from 1995 to 2021 (n = 140) were included in the study. Diagnosis of GHE was based on levels of IGF-1, GH suppression during oral glucose tolerance test, GH stimulation after thyrotropin administration and overnight GH secretion. Results Fifty patients (35.7%) had GHE, and 28 subjects (20%) had symptomatic acromegaly, with median age at diagnosis of 25.3 and 26.1 years, respectively. Most of the patients (99.3%) had a PRKAR1A gene defect. There was a higher risk of GHE in patients harboring a variant that led to no expression of the affected allele [hazard risk (HR): 3.06, 95% confidence interval (CI): 1.2-7.8] and for patients harboring the hotspot variant c.491_492delTG (HR: 2.10, 95% CI: 1.1-4.1). Almost half of patients with CNC had an abnormal finding on pituitary imaging. CNC patients with abnormal pituitary imaging had a higher risk of GHE (HR: 2.94, 95% CI: 1.5-5.8), especially when single or multiple adenoma-like lesions were identified. Management of patients with symptomatic acromegaly involved surgical and medical approaches. Conclusion Dysregulation of GH secretion is a common finding in CNC. Knowing the clinical spectrum of this disorder and its association with genetic and imaging characteristics of the patient make more likely its prompt diagnosis and better management.

Microplastic contamination in salt-cured fish and commercial sea salts: an emerging food safety threat in relation to UN Sustainable Development Goals (SDGs).

Microplastic (MP) contamination in seafood, particularly processed varieties like dried and salt-cured fish, poses a significant threat to human health. This study investigated MP levels in 22 salt-cured fish species and commercial sea salts along the Indian east coast. Results showed substantially higher MP concentrations compared to global averages, with fragments and fibres (< 250µm) composing 70% of identified MPs, primarily PVC and PS polymers (> 55%). Station 2 exhibited high pollution levels, with salt-cured fish averaging 54.06 ± 14.48 MP items/g and salt containing 23.53 ± 4.2 MP items/g, indicating a high hazard risk index. A modest correlation was observed between MP abundance, morphotypes, polymer composition in the salt, and their impact on fish products. Given the critical link between food safety, security, and public health, further research is imperative to mitigate MP contamination, aligning with UN Sustainable Development Goals (Goal 2, Goal 3, Goal 14, and Goal 15) for enhanced food safety and security.

Tracing the land use specific impacts on groundwater quality: a chemometric, information entropy WQI and health risk assessment study.

Understanding the nexus of land use and water quality can potentially underline the influences within the groundwater management. The study envisages land use-specific qualitative assessment of the groundwater resources in Ghaziabad district, in western Uttar Pradesh, India. For encountering the relative impacts of land use on the groundwater quality, chemometric analysis has been employed to apportion the pollution sources. The integration of quality parameters, in the information entropy index modeling, has segregated the quality classes and visualized the seasonal suitability trends as per potability standards along with non-carcinogenic health hazard risk assessment (HHRA). The qualitative assessment of the groundwater resources, along with spatial distribution, has deciphered a polluting impact, specifically in western and south western parts of district, and observed the linkages with direct and indirect discharges/seepages from densely populated residential and industrial land use types localized in urbanized areas. Statistically significant annual and seasonal variations have been found exclusively for EC, Mg2+, F-, Cd, Cr(total), Ni, and Pb which inferred variable concentrations, whereas land use types showed a non-significant variation within groundwater quality. Chemometric-based source apportioning and hierarchical cluster analysis (HCA) have derived salinization and enrichment of dissolved salts, arising from mixed sources and contributes to metal pollution, i.e., mainly from anthropogenic sources. Information EWQI derived poor to extremely poor category represented degraded potability specifically for fewer sites located within western and southern parts on the Yamuna-Hindon flood plains for limited sites of residential, industrial, and agricultural in an urbanized region. However, majority of the samples fall under excellent to good groundwater quality, recommendable in the north and north-eastern (peri-urban) regions. Non-carcinogenic HHRA has shown that majority of the samples categorized under unsafe value for hazard index (HI > 1), for females and children and thus, presumed probable health hazard risk from metal groundwater pollution in south-western part, eastern, and northern regions.

Paired metagenomic and chemical evaluation of aflatoxin-contaminated dog kibble.

Identification of chemical toxins from complex or highly processed foods can present 'needle in the haystack' challenges for chemists. Metagenomic data can be used to guide chemical toxicity evaluations by providing DNA-based description of the wholistic composition (eukaryotic, bacterial, protozoal, viral, and antimicrobial resistance) of foods suspected to harbor toxins, allergens, or pathogens. This type of information can focus chemistry-based diagnostics, improve hazard characterization and risk assessment, and address data gaps. Additionally, there is increasing recognition that simultaneously co-occurring mycotoxins, either from single or multiple species, can impact dietary toxicity exposure. Metagenomic data provides a way to address data gaps related to co-occurrence of multiple fungal species. Paired metagenomic and chemical data were used to evaluate aflatoxin-contaminated kibble with known levels of specific mycotoxins. Kibble was ground to a fine powder for both chemical and molecular analyses. Chemical analyses were performed with Liquid Chromatography Mass Spectrometry (LCMS) and according to the AOAC Official method 2005.08: Aflatoxins in Corn, Raw Peanuts, and Peanut Butter using Liquid Chromatography with Post-Column Photochemical Derivatization. Metagenomes were created from DNA extracted from ground kibble and sequenced on an Illumina NextSeq 2000 with an average sequence depth of 180 million reads per replicate. Metagenomic data demonstrated that the abundance of DNA from putative aflatoxigenic Aspergillus spp. correlated with the levels of aflatoxin quantified by LCMS. Metagenomic data also identified an expansive range of co-occurring fungal taxa which may produce additional mycotoxins. DNA data paired with chemical data provides a novel modality to address current data gaps surrounding dietary mycotoxin exposure, toxigenic fungal taxonomy, and mycotoxins of emerging concern.

Comparative analysis of two disaster risk assessment tools for primary health care centers: The case of Iran

AimAssessing disaster risk in primary health care (PHC) centers is essential for ensuring continuity of operations during disasters. There is a lack of internationally recognized methods for conducting this assessment in PHC centers. In Iran, the SARA tool, a modified version of the Hospital Safety Index, has been utilized, but its effectiveness is being questioned. This study aims to evaluate the SARA by comparing it with the Kaiser Permanente Hazard Vulnerability Analysis (KP HVA) tool to identify differences and potential issues. Methodology: The cross-sectional study was conducted in two stages. First, the expert panel was used to compare the two tools' instructions and inputs and extract similarities and differences. In the second phase, the outputs of the two tools were compared by implementing them in 156 PHC centers supervised by Semnan University of Medical Sciences. Data was collected using SARA and KP HVA tools and analyzed using Excel software. ResultsThe findings illustrated the disparities in the results obtained from the two tools. Although significant similarities exist in the instructions and inputs, the SARA results indicated the safety and preparedness of PHC centers without considering the hazards. On the other hand, the KP HVA results highlighted hazard risk priorities based on comparable dimensions. ConclusionThe leading cause of the differences is the multiple-hazard and all-hazard approaches of KP HVA and SARA tools. It is recommended that the SARA tool be upgraded based on the advantages of the KP HVA tool for better resource allocation.

Leachability of hexavalent chromium from fly ash-marl mixtures in Sarigiol basin, Western Macedonia, Greece: environmental hazard and potential human health risk

Hexavalent chromium (Cr (VI)) is an environmental contaminant brining high concerns due to its higher toxicity and mobility in comparison with trivalent chromium Cr(III). Cr (VI) has been linked with several adverse health effects, including respiratory diseases, lung cancer, and skin irritation. The primary sources of it in the environment are industrial activities.Most of the time, fly ash made of lignite can release Cr(VI) when it comes into contact with water in an aquatic environment. The objective of this study is the investigation of Cr (VI) concentration in leachates of fly ash and marl mixtures and the determination of its solubility under different pH conditions. Samples of fly ash were collected from the Power Plant of Agios Dimitrios. Additionally, samples of marl were collected from the mine of South Field, and both samples were mixed and prepared in in different proportions (% w.t.). The leaching experiments were carried out according to the EN-12457/1-4 (2003) standard under different pH conditions and chemical analysis of the leachates were performed by spectrophotometry with diphenylcarbazide (DPC). The environmental footprint of Cr (VI) in the study area was significant, especially in mixtures containing higher concentrations of fly ash. A critical pH range between 6 to 12 is observed. At acidic pH values, a high release of Cr (VI) was observed, while at the mentioned critical values (pH 10–12), a gradual decrease in its leachability was noticed. The high concentrations of Cr (VI) in the industrial area studied require immediate actions in terms of managing and limiting the potential hazardous impacts on the environment and by extension on the public health by developing appropriate prevention strategies.Graphical abstract

Higher Education Students’ Perceptions of Risk and Crisis Management in Universities

Universities, as social organizations, are places where hazardous risks and crises are occurring with an ever-increasing pace and intensity. Therefore, their administrations are required to be properly prepared for any eventuality, regardless of how extreme or excessive a case may be considered or the probability of its occurrence. Among other things, such readiness requires the formation of positive perceptions and attitudes among the members of the university community towards risk and crisis management. Based on the lack of relevant research in the literature, the purpose of this paper is to investigate the perceptions and attitudes of students at the University of Thessaly regarding risk management and crisis management in the institution’s wider environment (educational, research, social and work environments). The main results of the current research show that, although the operation of the university takes place in a reasonably protected environment, risks are ever-present and critical incidents take place frequently. However, the level of preparedness of the university community in terms of risk and crisis management is judged to be low.

Research progress and hotspot evolution analysis of wildfire disasters in national park communities

In recent years, wildfire disasters have had an essential impact on national park communities' social, economic, and ecological structure, which has gradually become the forefront of academic attention. Therefore, to review the research history of wildfire disasters in national park communities, this paper used CiteSpace and Bibliometric R analysis tools to conduct a detailed analysis of 328 kinds of literature in the Web of Science database from 2002 to 2023. The data showed that the number of papers published was rising, and the subjects involved included ecology, botany and zoology. However, there is still a need for increased collaboration among the collaborating groups of authors, institutions, and countries. From the perspective of the research content, it mainly focused on the mathematical model and established a comprehensive database to simulate and predict wildfire disasters. Finally, we predict a future research direction using keyword clustering and burst detection -the management framework for wildfire disaster risk prevention. The key points include improving the governance mode of the country, community and enterprise and improving the simulation and prediction ability of mathematical models. This study provided a reference for promoting wildfire hazard risk identification and management in national park communities.

Combined Motivational Interviewing and Ecological Momentary Intervention to Reduce Hazardous Alcohol Use Among Sexual Minority Cisgender Men and Transgender Individuals: Protocol for a Randomized Controlled Trial.

Sexual minority cisgender men and transgender (SMMT) individuals, particularly emerging adults (aged 18-34 years), often report hazardous drinking. Given that alcohol use increases the likelihood of HIV risk behaviors, and HIV disproportionately affects SMMT individuals, there is a need to test interventions that reduce hazardous alcohol use and subsequent HIV risk behaviors among this population. Ecological momentary interventions (EMIs), which use mobile phones to deliver risk reduction messages based on current location and behaviors, can help to address triggers that lead to drinking in real time. This study will test an EMI that uses motivational interviewing (MI), smartphone surveys, mobile breathalyzers, and location tracking to provide real-time messaging that addresses triggers for drinking when SMMT individuals visit locations associated with hazardous alcohol use. In addition, the intervention will deliver harm reduction messaging if individuals report engaging in alcohol use. We will conduct a 3-arm randomized controlled trial (N=405 HIV-negative SMMT individuals; n=135, 33% per arm) comparing the following conditions: (1) Tracking and Reducing Alcohol Consumption (a smartphone-delivered 4-session MI intervention), (2) Tracking and Reducing Alcohol Consumption and Environmental Risk (an EMI combining MI with real-time messaging based on geographic locations that are triggers to drinking), and (3) a smartphone-based alcohol monitoring-only control group. Breathalyzer results and daily self-reports will be used to assess the primary and secondary outcomes of drinking days, drinks per drinking day, binge drinking episodes, and HIV risk behaviors. Additional assessments at baseline, 3 months, 6 months, and 9 months will evaluate exploratory long-term outcomes. The study is part of a 5-year research project funded in August 2022 by the National Institute on Alcohol Abuse and Alcoholism. The first 1.5 years of the study will be dedicated to planning and development activities, including formative research, app design and testing, and message design and testing. The subsequent 3.5 years will see the study complete participant recruitment, data collection, analyses, report writing, and dissemination. We expect to complete all study data collection in or before January 2027. This study will provide novel evidence about the relative efficacy of using a smartphone-delivered MI intervention and real-time messaging to address triggers for hazardous alcohol use and sexual risk behaviors. The EMI approach, which incorporates location-based preventive messaging and behavior surveys, may help to better understand the complexity of daily stressors among SMMT individuals and their impact on hazardous alcohol use and HIV risk behaviors. The tailoring of this intervention toward SMMT individuals helps to address their underrepresentation in existing alcohol use research and will be promising for informing where structural alcohol use prevention and treatment interventions are needed to support SMMT individuals. ClinicalTrials.gov NCT05576350; https://www.clinicaltrials.gov/study/NCT05576350. PRR1-10.2196/55166.

The Environmental Health Risk Analysis regarding Hepatitis A Transmission among Street Food Vendor in Indonesia

This study aimed to conduct hazard identification and risk assessment for the transmission of hepatitis A among street food vendors (SFVs), whereas risk management was generated. This observational analytic study was conducted in Jember Regency - Indonesia. Cluster random sampling was employed, wherein five distinct locus were selected representing SFVs in campus area and local market area. A total of 100 SFVs in Jember participated in this study. Data was collected using a questionnaire. The risk assessment was measured by multiplying the likelihood and consequence. Additionally, the data was subjected to descriptive analysis. This study found the identification of hazards among SFVs was found inadequate sanitation facilities, poor food processing practice (improper handling of raw ,- cooked ingredients, and poor food serving), limited availability of clean water,substandard building and layout were observed as potential hazards for the transmission of hepatitis A. The risk assessment found inadequate sanitation facilities (18 point), negative attitude (18 point), poor quality assurance (16 point), and food contamination (14 point) have high scores. The risk management including: a) location and building: providing specific location, and maintaining cleanliness of the furniture and equipment on a regular basis, b) sanitation facility: provision of sanitary waste bin, communal toilet and wastewater drainage system; fly control measures, and using piped water supply, c) food processing: increasing food handler personal hygiene, and standard food handling process.In conclusion, the risk of Hepatitis A transmission among street vendors remains high and poses a threat in Jember, indicating the need for health education for the street vendors. Additionally, the author recommends policymakers to implement regular monitoring or inspection of the food quality and the necessity of providing clean water facilities or other fundamental facilities to SFVs.

From perils to preparedness: Decoding coastal hazard risks on Kerala’s central coast through the IPCC framework

From perils to preparedness: Decoding coastal hazard risks on Kerala’s central coast through the IPCC framework