Modelling Household, Behavioural, and Environmental Determinants of Lassa Virus Exposure Using Formative Risk Indices

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This study identified rodent exposure and age as significant predictors of Lassa virus IgG seropositivity among residents in North-Central Nigeria, with household size inversely associated; findings highlight the importance of community rodent control and household prevention to reduce transmission risk.

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Lassa fever remains a major public health threat in West Africa, yet the household and behavioural determinants of prior Lassa virus exposure are not sufficiently understood. This study examined environmental, behavioural, and demographic factors associated with Lassa virus IgG seropositivity among residents of selected states in North-Central Nigeria. Analysis was carried out on baseline data from 958 participants enrolled in the first phase of an ongoing longitudinal cohort study, which collected information on rodent exposure, house integrity, food safety practices, and household composition. Formative indices were constructed and standardised, and logistic regression models with 1000-iteration bootstrap estimation were used to identify predictors of IgG positivity. Seroprevalence of Lassa virus IgG was 19%, while IgM positivity was 1.15%. Rodent activity around and within homes was widespread, with more than 86% of participants reporting rodent presence. Logistic regression analysis showed that rodent exposure (standardised coefficient 0.20, 95% CI 0.02–0.43) and participant age (0.20, 95% CI 0.05–0.35) were significant predictors of IgG seropositivity. Household size demonstrated a strong inverse association (−0.41, 95% CI −0.68 to −0.20). House integrity and food safety formative indices exhibited weak and non-significant effects. Model performance was acceptable (AUC 0.63; Brier score 0.148), and variance inflation factor values confirmed negligible multicollinearity. These findings emphasised the continuing role of rodent exposure and demographic factors in Lassa virus transmission risk. This implies that there is a need to strengthen community-level rodent control and household-based prevention strategies, which can help to reduce exposure.

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  • 10.1108/bfj-01-2021-0026
Food safety knowledge, attitudes, practices and training of fast-food restaurant food handlers: a moderation analysis
  • Apr 8, 2021
  • British Food Journal
  • Harold Van Andaya Aquino + 4 more

PurposeThe study examines the interrelationships of food safety knowledge, attitudes and practices, and the moderating effect of food safety training on the said interrelationships.Design/methodology/approachPredictive-causal was the primary research design used and partial least squares – structural equation modelling (PLS-SEM) was the statistical technique applied.FindingsResults showed that food safety knowledge significantly and positively influences attitudes towards food safety. It was further revealed that attitudes toward food safety and food safety practices are also significantly and positively related. Moderation analysis indicated that food safety training moderates the significant and positive relationship between attitudes towards food safety and food safety practices.Research limitations/implicationsThe present study has limitations. First, the unit of analysis is focused on food handlers in fast-food restaurants in Angeles City, Philippines. Other researchers may come up with similar studies on a larger scale – provincial, regional or national. Second, only food safety training as a construct was used as a moderator on the hypothesized relationships of the structural model. Other studies may expand and explore other moderating variables and/or mediating constructs that may affect the said hypothesized relationships.Practical implicationsBased on the present study, food safety knowledge was found to have a huge significant and direct influence on attitudes of fast-food restaurant food handlers towards food safety, as evidenced by the computed effect size. In short, knowledge on food safety is an integral factor when it comes to enhancing food safety attitudes of fast-food restaurant food handlers. When fast-food restaurant food handlers are well-equipped with the right food safety knowledge, they become more aware of the different food safety protocols and other pertinent food safety guidelines and procedures which can lead to favorable food safety attitudes.Social implicationsThe present study highlighted the moderating effect of food safety training on the relationship between attitudes toward food safety and food safety practices. Therefore, regular attendance of food handlers to food safety training is crucial in developing acceptable attitudes toward food safety, which in turn, favorably affect their food safety practices in fast-food restaurants.Originality/valueThe current study utilized PLS-SEM, a second-generation statistical technique, to measure the hypothesized relationships as compared to correlation tests performed by prior studies on the interrelationships of food safety knowledge, attitudes toward food safety and food safety practices. PLS-SEM is suitable for this type of research design – predictive-causal – since this study involves model development and prediction. Furthermore, it employed moderation analysis to measure the moderating effects of food safety training on the identified hypothesized relationships of the structural model. Hence, methodologically, the present study employed new ways and insights in measuring the interrelationships of food safety knowledge, attitudes and practices.

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Effect of Food Safety and Hygiene Training Programme on Knowledge and Practices of Food Handlers in Restaurants in Southern-Senatorial District of Cross River State: A Protocol
  • Jan 1, 2025
  • International Journal of Research and Scientific Innovation
  • Peter Bassey Enyievi + 3 more

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Use of the Conceptual Change Teaching Method to Address Food Safety Among Native American and Hispanic Food Preparers
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  • Research Article
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  • Journal of the Korean Dietetic Association
  • Sunhee Seo + 1 more

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  • Cite Count Icon 2
  • 10.4314/jafs.v21i1.6
Food safety knowledge and practices among university students in the northern region of Ghana
  • Aug 12, 2023
  • Journal of Agriculture and Food Sciences
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  • Research Article
  • Cite Count Icon 89
  • 10.3390/safety5010009
Evaluating Food Safety Knowledge and Practices among Foodservice Staff in Al Madinah Hospitals, Saudi Arabia
  • Feb 7, 2019
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  • Aug 11, 2025
  • Journal of Interventional Epidemiology and Public Health
  • Olawale Sunday Animasaun + 5 more

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  • Research Article
  • Cite Count Icon 60
  • 10.1016/j.heliyon.2021.e08420
Cross sectional study on food safety knowledge, attitudes, and practices of food handlers in Lahore district, Pakistan
  • Nov 1, 2021
  • Heliyon
  • Muhammad Hashaam Ahmed + 2 more

Annually, millions of the people suffer from foodborne diseases which are mainly associated with poor food handling practices. The poor food safety knowledge and practices increase the risk of food contamination and foodborne diseases. The aim of this study was to evaluate the relationship between demographic attributes and food safety knowledge, attitudes, and practices (KAP) of food handlers (chefs and servers) working in small-scale restaurants, hotels and eateries in Lahore, Pakistan. A structured questionnaire including questions related to demographic characteristics and food safety KAP attributes of food handlers (n = 202) was used to collect the responses. The responses of food handlers were statistically analyzed using Spearman Correlation and Chi-Square tests. The results showed that a large proportion of food handlers had good attitudes towards food safety and followed good food safety practices (FSP) but had poor food safety knowledge (FSK). Demographic characteristics of food handlers i.e. level of education, professional category, current job tenure, and total food service industry experience were significantly (p < 0.05) associated with FSK, FSA, and FSP. FSK was found to be moderate to strongly correlated with FSP of food handlers (rs = 0.675), whereas FSA was found to be strongly correlated with FSP (rs = 0.733). The study highlighted the importance and impact of food safety knowledge on food safety practices and overall perspective of food handlers working in restaurants.

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  • 10.1038/s41598-024-65872-x
Unveiling food safety knowledge and practices among pet owners in Lebanon
  • Aug 23, 2024
  • Scientific Reports
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Owning pets offers various potential health benefits; however, it can be associated with gastrointestinal illnesses due to poor food safety knowledge and practices. This study aimed to evaluate the level of food safety knowledge and practices among pet owners in Lebanon, exploring the association between their knowledge/practices and socio-demographic characteristics. The participants included 300 pet owners, representing various genders, ages, educational levels, educational backgrounds, and incomes. They completed a questionnaire of 72 food handling practices and knowledge questions related to preparation, cross-contamination, storage and hygiene. In parallel, 300 non-pet owners with comparable sociodemographic characteristics to pet owners (control group) completed the questionnaire. On average, food safety knowledge scores were 62.1 ± 14.9% and 58.7 ± 15.5% among pet and non-pet owners, respectively, and the difference was significant (p = 0.05). On the other hand, mean food safety practice scores were 41.3 ± 14.8% and 40.4 ± 15.3% among pet and non-pet owners, respectively, and the difference was not significant (p = 0.41). In the food safety knowledge part, non-pet owners who were young, high income, university graduate, and from health-related majors scored significantly (p < 0.05) higher, while among pet-owners, only participants with a university degree and from health-related majors scored significantly (p < 0.05) higher, in terms of knowledge. On the other hand, In the food safety practices part, non-pet owners who were young, high income, and university graduates scored significantly (p < 0.05) higher, while among pet-owners, only young and high-income participants scored significantly (p < 0.05) higher. These results highlight the need for ongoing educational initiatives to improve food safety practices among both pet owners in Lebanon. The study suggests that targeted educational programs should be developed, considering specific socio-demographic characteristics, to enhance overall food safety awareness and practices among the population.

  • Research Article
  • Cite Count Icon 2
  • 10.4314/ajcem.v26i1.4
Food safety knowledge and hygiene practices among food handlers in Nnewi metropolis, southeast Nigeria
  • Dec 30, 2024
  • African Journal of Clinical and Experimental Microbiology
  • C B Okwuanaso + 2 more

Background: Food-borne illnesses are a major cause of morbidity and death worldwide, and food safety and hygiene play a critical role in maintaining and improving consumer health. One significant factor in the prevalence of food-related illnesses associated with unclean food is the way food vendors handle their inventory. As a result, this study evaluated the level of food handlers' adherence to cleanliness and safety standards, as well as the variables affecting them in the city of Nnewi. This study evaluated degree of safety and hygiene practices, as well as the factors influencing them, among food handlers in the Nnewi metropolis.Methodology: A cross-sectional study of 428 consenting food handlers was carried out in Nnewi metropolis utilizing quantitative data gathering methodologies and non-probability method of sampling. A well-structured and pre-tested questionnaire was interviewer-administered to collect information on sociodemographic characteristics, food safety and hygiene practices, knowledge of food safety, and observational checklists that covered cleaning, sanitation and personal hygiene. Evaluation of safety and hygiene practices was done using a four-point scale of responses from participants, with scores equal and above the 50th percentile classified as good practices, while scores less than the 50th percentile as poor practices Data were analyzed using Minitab version 21.2 and SPSS version 27.0. P value &lt; 0.05 was considered significant.Results: The mean age of the 428 food handlers who responded, was 33.89±10.29 years, with female preponderance (83.4%, n=357). A total of 217 (50.7%) respondents were adjudged to be of good practices of food safety while 211 (49.3%) were of bad practices. Statistical analysis showed that food safety and cleanliness habits were significantly associated with age, marital status, and gender (p&lt;0.05). The presence of running water and the type of vending establishment (branded and unbranded) were also significantly associated with food safety practices while factors such as education level of respondents, prior training in food safety, knowledge of food safety policy in Nigeria, and duration of employment as food handlers, were not significantly associated with food safety practices (p&gt;0.05).Conclusion: The data indicate that certain demographic factors significantly impact food safety practices, pointing to potential areas for intervention, such as enhancing training and monitoring, particularly among younger, married, and less-educated food handlers, and ensuring the presence of running water in the vending premises. Food safety and cleanliness standards need to be raised because maintaining and enhancing health depends on food's wholesomeness and maximum safety.

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