Importância da assistência odontológica dentro do ambiente hospitalar / Importance of dental care within the hospital enviroment

A assistência odontológica é imprescindível para a prevenção de doenças infecciosas e para a manutenção da integridade da cavidade oral de pacientes internatos em unidades de terapia intensiva. O objetivo deste estudo foi avaliar o conhecimento e as práticas de higiene oral dos acadêmicos do curso de Enfermagem de uma instituição de ensino superior, que realizam estágio em hospital, no controle de higiene bucal de pacientes internados em ambiente hospitalar. Participaram do estudo 40 alunos, que responderam 14 perguntas com o intuito de avaliar o conhecimento e as práticas no controle de higiene bucal, realizadas por eles, em pacientes internados em ambiente hospitalar. Os resultados demonstraram que os acadêmicos entrevistados tinham idade média de 25,8 anos, sendo 95% do sexo feminino e apenas 5% do sexo masculino. Destes, 42,5% afirmaram não haver presença de um Cirurgião-Dentista em ambiente hospitalar e 82,5% responderam que o responsável pela saúde bucal dos pacientes é do técnico de enfermagem. Quanto aos cuidados em pacientes internados em UTI, 52,5% dos entrevistados relataram que estes pacientes recebem higienização bucal, porém 30% alegaram que esta pratica não era realizada e 17,5% não sabiam responder. Além disso, 47,5% dos entrevistados afirmam ter insegurança ao realizar os procedimentos de higiene bucal dos pacientes. Pode-se concluir que os acadêmicos entrevistados possuem bom conhecimento acerca da importância dos cuidados com a saúde bucal dos pacientes internados em ambiente hospitalar. No entanto, ainda existem muitas dúvidas relacionadas ao manejo clínico de procedimentos de promoção de saúde bucal, que poderiam ser solucionados com a presença de um profissional de Odontologia inserido em uma equipe multidisciplinar(AU)

Oral care is essential for the prevention of infectious diseases and for maintaining the integrity of the oral cavity of patients hospitalized in intensive care units. The objective of this study is to evaluate the knowledge and oral hygiene practices of Nursing students at a higher education institution, who carry out internships in a hospital, in controlling the oral hygiene of patients admitted to a hospital environment. 40 students participated in the study, who answered 14 questions with the aim of evaluating the knowledge and practices in controlling oral hygiene, carried out by them, on patients hospitalized in a hospital environment. The results demonstrated that the academics interviewed had an average age of 25.8 years, with 95% being female and only 5% being male. Of these, 42.5% stated that there was no presence of a Dental Surgeon in a hospital environment and 82.5% responded that the nursing technician is responsible for the patients' oral health. Regarding care for patients admitted to the ICU, 52.5% of those interviewed reported that these patients receive oral hygiene, however 30% claimed that this practice was not performed and 17.5% did not know how to answer. Furthermore, 47.5% of those interviewed say they are insecure when carrying out oral hygiene procedures for patients. It can be concluded that the academics interviewed have good knowledge about the importance of oral health care for patients hospitalized in a hospital environment. However, there are still many doubts related to the clinical management of oral health promotion procedures, which could be resolved with the presence of a dentistry professional within a multidisciplinary team(AU)

Menstrual hygiene behaviour among the tribal married women aged 15 to 49 years: A cross-sectional study in a community development block of Paschim Bardhaman District, West Bengal.

Background: Menstrual hygiene management is integrally associated with reproductive health of women. Menstrual health and hygiene needs, particularly of tribal women still remain unmet for many reasons. Inappropriate menstrual behaviour leads to adverse health consequences. Objectives: This study aimed to ascertain the menstrual hygiene behaviour of tribal married women aged 15 to 49 years and its correlates. Methods: A descriptive cross-sectional study was conducted from May 2019 to April 2020 in the Barabani block of Paschim Bardhaman district, West Bengal. A calculated sample of 530 women was selected randomly from 10 tribal villages of the study area; they were interviewed through a pre-designed schedule for socio-demographic and menstrual hygiene behaviour characteristics. Menstrual hygiene management score was derived based on five essential components- hygienic absorbents, hygienic disposal of absorbents, frequency of changing of absorbents, cleaning of external genitalia and source of water for cleaning; menstrual hygiene behaviour was categorised as favourable and unfavourable. Bivariate and multivariable logistic regression was performed using SPSS v. 20. Results: All 530 women were Hindu and belonged to Santhal ethnicity; 53.4% were illiterate. Sanitary pads were used by 43.8% of women; 63% practised indiscriminate throwing for disposal of absorbents; 86% practised appropriate changing of absorbents. Overall, 63% had favourable menstrual hygiene management behaviour, and the literacy status of women was found to be a significant predictor. Conclusion: Unfavourable menstrual practices are still widely prevalent among tribal women, mainly attributable to lack of knowledge. Awareness generation should be focused on improving those practices, which would also result in the improvement of general health conditions.

Effect of mobile app-based oral hygiene instructions on clinical parameters, oral bacterial diversity, and composition of subgingival microbiota in periodontitis patients.

Introduction: Oral hygiene instruction (OHI) is essential during periodontitis treatment. Various OHI approaches have been explored, including mobile apps. Objective: To evaluate the mobile app-based OHI's effect on periodontitis management by analyzing clinical parameters and subgingival microbiota. Methods: Forty-four periodontitis patients were randomly assigned into two groups. The test group (n = 22) received scaling and root planing (SRP), OHI, and mobile app-based OHI, whereas the control group (n = 22) received SRP and OHI. Full mouth plaque score (FMPS), bleeding on probing (BOP) and probing pocket depth at the sampling sites (site-PPD) were assessed at baseline, one- and three-month visits. The 16S rRNA next-generation sequencing (NGS) was used to analyze subgingival plaque samples. Results: Significant reduction in FMPS, BOP, and site-PPD at one- and three-month visits compared to baseline (p < 0.001) with no significant differences across groups (p > 0.05). In test groups, intra-group analysis showed better improvement in BOP and site-PPD (p < 0.05) than control. The diversity and composition of subgingival microbiota did not differ between groups or timepoints (p > 0.05). Conclusions: Mobile app-based OHI showed no superior effects on improving clinical parameters and subgingival microbiota compared to conventional OHI. Further investigation into its long-term impact on periodontitis treatment is needed.

Disparity by caste and tribe: Understanding women's empowerment and health outcomes in India.

AIM: Women's empowerment status varies greatly in India according to caste, class, ethnicity and region. This paper aims to investigate the caste/tribe disparity in women's empowerment by region, the main correlates of each domain of empowerment, and the association of women's empowerment with nutritional and health care access outcomes, specifically anaemia, menstrual hygiene, and institutional delivery. METHODOLOGY: Using National Family Health Survey-5 (2019-2021) data, we have created a modified survey-based women's empowerment index (SWPER) using principal component analysis with Oblique varimax rotation. The first four components are interpreted as an attitude to violence, freedom of movement, decision-making power and social independence. Several multivariate regression models were used to understand the factor associated with empowerment and the association of women's empowerment with different health outcomes. RESULTS: The results indicate that women from the forward castes are the most empowered in most domains except decision-making. However, after controlling other background variables, the forward castes women are found to be the most empowered in attitude to violence, whereas Scheduled Castes and Scheduled Tribes women were found to be the most empowered women in decision-making. With regards to social independence, deprived castes women are more empowered than the forward castes women. The likelihood of empowerment in social independence domain increases with increasing wealth. There are wide regional variations in empowerment level between different social groups. Caste/tribe identity plays a significant role in determining health outcomes in India. Among all empowerment domains, social independence emerges as the most significant associated factor with improved health across all caste/tribe groups. CONCLUSION: The path to women's empowerment in India must recognize the intersectionality of caste/tribe identities, and address regional disparities. Social independence emerges as a critical determinant across all caste/tribe groups for improving health. Measures should be taken to empower women through the underlying factors of social independence.

An Evaluation of Occupational Stress and Periodontal Status Among Indian Army Male Personnel: A Cross-Sectional Study.

BACKGROUND: Oral illnesses are multifactorial and also behavior-related. Stress and habits influence periodontal disease. Based on this premise, assessing the influence of stress on military personnel and understanding its influence on oral and periodontal health becomes imperative. AIM: The aim of this study was to evaluate the occupational stress and periodontal status among Indian army personnel. METHODS: A cross-sectional study was carried out among 1000 army personnel divided into four groups of 250 each. Group A had recruits, Group B had trainee officers, Group C personnel were serving in the army below the officer's rank and Group D had officers who were currently serving in the army. Oral Hygiene Index - Simplified (OHI-S), Gingival Bleeding Index (GBI), pocket depth, and clinical loss of attachment (CLOA) were assessed for periodontal status. Stress levels were evaluated using the Modified Occupational Stress Index Questionnaire. Analysis of variance (ANOVA) test was applied to compare OHI-S, GBI, presence of pocket depth, and occupational stress scores, while the Kruskal-Wallis test was used to compare the occupational stress index and CLOA among the study groups. RESULTS: Significant differences were observed among the four groups in terms of OHI-S (p = 0.001), GBI (p = 0.001), CLOA (p = 0.001), occupational stress scores (p = 0.001), and occupational stress index (p = 0.001). Differences observed among the four groups regarding periodontal disease based on the presence of pockets were weakly significant (p = 0.05). On intergroup comparison, a significant association could not be established between the groups as the p-value was ≥ 0.05. However, a weak association could be established between Groups A and C with a p-value of 0.031. Participants with moderate to high occupational stress showed more risk of developing pockets and CLOAs as compared to those having low stress. CONCLUSION: The study revealed that the majority of army personnel were suffering from gingival bleeding and periodontal diseases; however, the association between stress level and periodontal diseases in Indian army personnel was less and not significant.

Reevaluating Biota Alteration: Reframing Environmental Influences on Chronic Immune Disorders and Exploring Novel Therapeutic Opportunities.

Environmental mismatches are defined as changes in the environment that induce public health crises. Well known mismatches leading to chronic disease include the availability of technologies that facilitate unhealthy diets and sedentary lifestyles, both factors that adversely affect cardiovascular health. This commentary puts these mismatches in context with biota alteration, an environmental mismatch involving hygiene-related technologies necessary for avoidance of infectious disease. Implementation of hygiene-related technologies causes a loss of symbiotic helminths and protists, profoundly affecting immune function and facilitating a variety of chronic conditions, including allergic disorders, autoimmune diseases, and several inflammation-associated neuropsychiatric conditions. Unfortunately, despite an established understanding of the biology underpinning this and other environmental mismatches, public health agencies have failed to stem the resulting tide of increased chronic disease burden. Both biomedical research and clinical practice continue to focus on an ineffective and reactive pharmaceutical-based paradigm. It is argued that the healthcare of the future could take into account the biology of today, effectively and proactively dealing with environmental mismatch and the resulting chronic disease burden.

A challenge test on Pseudomonas spp. as spoiling microorganism in fish fillets.

Fish fillets are highly susceptible to spoilage, with Pseudomonas spp. bacteria being among the main culprits. To maintain products' quality and safety, it is important to control the load of these microorganisms and understand their growth potential in fish fillets. However, setting up challenge tests might be hard due to the difficulty of differentiating intentionally inoculated bacteria from those already present on the fillets. To overcome this obstacle, a pilot study using Pseudomonas aeruginosa, a clinically significant bacterial species that is rare in food, was conducted. Vacuum-packed Northern cod, salmon, and plaice fish fillets were experimentally inoculated and subjected to trials at both refrigeration (4 °C) and thermal abuse temperatures (from +4 °C to +6 °C and then to +8 °C). The results showed that the growth potential of Pseudomonas aeruginosa in all the fish fillets was less than 0.5 Log10 CFU/g. This confirms that vacuum packaging could reduce the multiplication of Pseudomonas spp. in the fish fillets and underlines as it is crucial to have fish fillets containing initial loads of Pseudomonas between 104-105 CFU/g or lower at the beginning of the shelf life in order to control the deterioration rate of the product. This study provides a basis for developing further challenge tests for Pseudomonas spp. in the fish industry and highlights the importance of controlling initial loads of Pseudomonas to prevent product deterioration during the shelf life.

Barriers to ensuring and sustaining street food safety in a developing economy.

Street foods are one of the highest contributors to foodborne illness in most developing economies around the world. In Ghana, diarrhoeal diseases, which are usually food or waterborne, are among the top ten causes of death. Most street food safety risks are avoidable when all food safety regulations are complied with. This paper identified and examined the barriers to the implementation of street food safety regulations in Ghana. A qualitative research approach was adopted by collecting data from nine focus group discussion sessions involving a total of 94 participants and five key informant interviews. The research uncovered three broad but interconnected categories of challenges to ensuring and sustaining street food safety: street vendor anonymity as a central challenge; poor trust in the regulatory system as root challenges; and vendor practices that risk the safety of street foods as consequential challenges. These findings have tangible policy implications. To best serve their purpose, policymakers need to understand these food safety challenges and ensure that food safety policies are responsive to the challenges.

Exploring the Role of Circadian Rhythms in Sleep and Recovery: A Review Article.

Sleep is essential for every living organism. Humans spend about one-third of their lives sleeping. Sleep has been studied extensively, and the role of sleep in psychological, mental, and physical well-being is established to be the best. The rhythm of the brain between wakefulness and sleep is called the circadian rhythm, which is mainly controlled by melatonin and the pineal gland. The imbalance of this rhythm can lead to devastating effects on health. Vigorous workouts close to bedtime can interfere with falling asleep. Meal timing and composition can significantly affect sleep quality. It is advised to avoid large meals, caffeine, and alcohol before bedtime. Heavy meals close to bedtime can lead to poor sleep and hormone disruption. By following these guidelines enumerated in the article, individuals can improve sleep quality and overall health. Sleep cycles, especially rapid eye movement sleep, have a profound influence on mental and physical health. Adhering to recommended sleep practices enhances bodily restoration, fortifies the immune system, and upholds metabolic equilibrium. Sleep hygiene aligned with circadian rhythms is crucial for disease prevention and well-being. Healthcare professionals should prioritize sleep optimization strategies for patient care and public health.

Tampons as a source of exposure to metal(loid)s.

BACKGROUND: Between 52-86% of people who menstruate in the United States use tampons-cotton and/or rayon/viscose 'plugs'-to absorb menstrual blood in the vagina. Tampons may contain metals from agricultural or manufacturing processes, which could be absorbed by the vagina's highly absorptive tissue, resulting in systemic exposure. To our knowledge, no previous studies have measured metals in tampons. OBJECTIVES: We evaluated the concentrations of 16 metal(loid)s in 30 tampons from 14 tampon brands and 18 product lines and compared the concentrations by tampon characteristics. METHODS: About 0.2 - 0.3 g from each tampon (n = 60 samples) were microwave-acid digested and analyzed by inductively coupled plasma mass spectrometry (ICP-MS) to determine concentrations of arsenic, barium, calcium, cadmium, cobalt, chromium, copper, iron, manganese, mercury, nickel, lead, selenium, strontium, vanadium, and zinc. We compared concentrations by several tampon characteristics (region of purchase, organic material, brand type) using median quantile mixed models. RESULTS: We found measurable concentrations of all 16 metals assessed. We detected concentrations of several toxic metals, including elevated mean concentrations of lead (geometric mean [GM] = 120 ng/g), cadmium (GM = 6.74 ng/g), and arsenic (GM = 2.56 ng/g). Metal concentrations differed by region of tampon purchase (US versus European Union/United Kingdom), by organic versus non-organic material, and for store- versus name-brand tampons. Most metals differed by organic status; lead concentrations were higher in non-organic tampons while arsenic was higher in organic tampons. No categoriy had consistently lower concentrations of all or most metals. DISCUSSION: Tampon use is a potential source of metal exposure. We detected all 16 metals in at least one sampled tampon, including some toxic metals like lead that has no "safe" exposure level. Future research is needed to replicate our findings and determine whether metals can leach out of tampons and cross the vaginal epithelium into systemic circulation.

Assessing the incorporation of the 'Five Moments for Hand Hygiene' into nursing procedure textbooks.

AIM: Our aim was to conduct a thorough comparison between the hand hygiene information included in international nursing textbooks and the Slovenian nursing textbook's equivalent content as it relates to nursing procedures. BACKGROUND: Hand hygiene practices are crucial in preventing healthcare-associated infections, which affect millions of patients annually. The idea behind "Five Moments for Hand Hygiene" is to encourage assessing success and boosting self-efficacy. DESIGN: Comparison of hand hygiene content in international nursing textbooks with the content in a Slovenian nursing textbook. METHODS: A study was conducted between March 2023 and March 2024 to compare hand hygiene content in international nursing textbooks. The study included textbooks from the USA and UK, as well as Slovenian (SI) textbooks. The final phase involved comparing hand hygiene performance practices against the WHO Five Moments for Hand Hygiene. RESULTS: The study reviewed 470 nursing procedures across three textbooks, identifying four common ones: female indwelling urinary catheterisation, small-bore feeding tube insertion, enema administration and subcutaneous injections. The USA textbook had the highest number of steps, while the UK textbook had the lowest. Clean protective gloves are not recommended for all nursing procedures, only for small-bore feeding tube insertion and enema administration. The US textbook omitted 12 steps for the female indwelling urinary catheter procedure, while the UK textbook included 10 steps. The SI textbook omitted 8 steps. CONCLUSIONS: Hand hygiene is crucial for healthcare infections prevention and control. The study found differences in the frequency of hand hygiene in these nursing procedures. WHO's Five Moments for Hand Hygiene guidelines are not universally accepted, with inadequate hygiene often observed before patient contact. Future research should review foreign textbooks and update existing ones.

Interaction between overconfidence effects and training formats in nurses' education in hand hygiene.

BACKGROUND: Undergraduate training in hand hygiene is a keystone of infection control. Several studies have shown overconfidence effects in hand hygiene practices, which can impair metacognition. We hypothesized that overconfidence might be prevalent in the early education stages of nursing students and that these effects could be reduced through frequent interactive learning formats, such as learning groups. METHODS: We conducted a multicenter cross-sectional questionnaire with 196 German nursing students, including general, surgical, and anesthetic nursing specializations. RESULTS: Overconfidence was observed in nursing students across all specialties and years of education. The cluster analyses showed three different types of learners: two characterized by overconfidence and one demonstrating justifiable confidence. Furthermore, the moderation analysis indicated that providing feedback and promoting metacognition regarding students' learning achievements could mitigate overplacement, particularly through the frequent implementation of interactive teaching formats. DISCUSSION: Despite some limitations, these findings highlight the prevalence of overconfidence effects in nursing students, the presence of different learning profiles, and the importance of incorporating feedback within interactive learning formats concerning hand hygiene. Accordingly, educators need to be trained and supervised to deliver these learning formats and provide feedback to students effectively.

Worker perspectives on improving occupational health and safety using wearable sensors: a cross-sectional survey.

Workplace exposure is an important source of ill health. The use of wearable sensors and sensing technologies may help improve and maintain worker health, safety, and wellbeing. Input from workers should inform the integration of these sensors into workplaces. We developed an online survey to understand the acceptability of wearable sensor technologies for occupational health and safety (OSH) management. The survey was disseminated to members of OSH-related organizations, mainly in the United Kingdom and the Netherlands. There were 158 respondents, with over half (n = 91, 58%) reporting current use of wearable sensors, including physical hazards (n = 57, 36%), air quality (n = 53, 34%), and location tracking (n = 36, 23%), although this prevalence likely also captures traditional monitoring equipment. There were no clear distinctions in wearable sensor use between the reported demographic and occupational characteristics, with the exception that hygienists were more likely than non-hygienists (e.g. safety professionals) to use wearable sensors (66% versus 34%). Overall, there was an interest in how sensors can help OSH professionals understand patterns of exposure and improve exposure management practices. Some wariness was expressed primarily around environmental and physical constraints, the quality of the data, and privacy concerns. This survey identified a need to better identify occupational situations that would benefit from wearable sensors and to evaluate existing devices that could be used for occupational hygiene. Further, this work underscores the importance of clearly defining "sensor" according to the occupational setting and context.

[Arkady Mihailovich Merkov (1899-1971): to the 125th Anniversary].

The article takes up scientific, teaching and organizational activities of Arkady Mikhailovich Merkov, professor and doctor of medical sciences. A. M. Merkov is prominent specialist in the field of social hygiene and health care organization. He is author of about 200 works, including 23 monographs devoted to sanitary and demographic statistics and statistics of malignant neoplasms.

Using patients' oral photographs for oral hygiene motivation promotes periodontal health: a prospective randomized controlled trial.

OBJECTIVES: The aim of this prospective, randomized, controlled, single-centered, examiner-blinded clinical trial was to evaluate the effectiveness of a personalized and visual oral health education program in addition to conventional oral hygiene education. MATERIALS AND METHODS: Fifty-six non-smoker, right-handed participants (aged 30.34 ± 11.46 years) without clinical signs of periodontitis were randomly grouped: the intervention group (n = 28) received a personalized visualized oral health education combined with conventional oral hygiene education, and the control group (n = 28) received conventional oral hygiene education only. All participants were assessed for improved periodontal parameters (PI, GI, BOP, and PPD) at baseline, first month, and third month. RESULTS: A significant reduction (p < 0.001) was observed in PI, GI, and BOP during two follow-up sessions compared to the baseline for the two groups. No differences were found for inter-group (p > 0.05) or intra-group (p = 1) comparison of PPD. PI (p = 0.012), GI (p = 0.032), and BOP (p = 0.024) scores were significantly reduced at the third-month follow-up assessment in the intervention group compared to the control group. CONCLUSIONS: Clinical outcomes of periodontal health were significantly enhanced by the personalized and visual oral health education program applied in this study compared to the conventional oral hygiene education program. CLINICAL RELEVANCE: Numerous studies reported additional interventions to the oral hygiene education program. However, we did not find any published studies investigating the role of patients' intra-oral photographs in oral care. This study's results demonstrated that a visually aided education program for oral hygiene motivation may help improve oral health. CLINICAL TRIAL REGISTRATION: Registration number is "NCT06316505" and date of registration is 18/03/2024.

Is Full Scrubbing Necessary Before Short Endourological Procedures to Reduce the Risk of Post-Operative Infection? A Retrospective Cross-Sectional Study.

Background: Endoscopic surgery is now increasingly taking the place of open surgery in urology. Traditionally, endourological procedures are classified as clean-contaminated because the genitourinary tract is colonized by micro-flora, even in the case of sterile urine. The aim of this study was to determine whether a difference occurs in the infection rate after short endourological procedures using standard scrubbing and partial scrubbing techniques before the operations. Patients and Methods: This was a retrospective analysis of 397 patients who underwent a short endourological procedure, with all procedure durations lasting <30 min. Patients were divided into a first group who underwent operations using a full-scrub technique and a second group who underwent operations using a partial-scrub technique. All patients were followed up for the occurrence of urinary tract infections (UTIs). Both groups were compared for age, gender, and post-operative development of UTIs. Values of p < 0.05 were considered statistically significant. Results: Of the 397 patients, 200 and 197 underwent their procedures using the full-scrub and partial-scrub techniques, respectively. Females and males accounted for 142 (35.8%) and 255 (64.2%) patients, respectively. Only 18 (4.5%) patients developed documented UTIs and antibiotics were prescribed. Of the 18 patients diagnosed with post-operative UTIs, 10 (55.5%) had undergone partial-scrub operations and 8 (45.5%) had undergone full-scrub operations (p = 0.638). Conclusion: Our findings did not indicate any significant relationship between the risk of developing UTI after a short endourological procedure and the scrub technique used before the operation (partial or full scrub).

Investigation of Menstrual Hygiene and Self-Care Skills of Adolescent Girls with Autism Spectrum Disorder: Mother Views.

PURPOSE: Puberty a period of transition from childhood to adulthood, poses problems that are difficult to manage for typically developing adolescents, but even more difficult for adolescents with autism. It is vital that girls with autism spectrum disorder (ASD), like their typically developing peers, are able to manage these physiological processes in a healthy way and learn self-care and hygiene behaviours without being dependent on others. Given the contribution of mothers to the menstrual hygiene and self-care skills of adolescent girls, this study aims to explore the views of mothers. METHODS: The study is a case study designed in the qualitative research model. The research was carried out with the participation of 10 mothers met the necessary criteria and agreed to take part in the study voluntarily. The data obtained were subjected to descriptive and thematic analysis. Codes, sub-themes and main themes were created. RESULTS: The research identifies the themes of self-care and menstrual hygiene, preparations made during menstruation, behavioral problems in adolescents, the person who carries out hygiene and self-care, and situations that tire/strain mothers during menstruation. CONCLUSION: At the end of the research, it was concluded that the adolescent girls with ASD are mostly unable to perform their self-care and hygiene adequately, and that the mothers do nothing to prepare their daughters for adolescence. It was also concluded that the most stressful situation for mothers during adolescence is usually the difficulty their daughters have in using sanitary pads, cleaning armpits and genital hair, and bathing.

Decoding children dental health risks: a machine learning approach to identifying key influencing factors.

Introduction and objectives: This study investigates key factors influencing dental caries risk in children aged 7 and under using machine learning techniques. By addressing dental caries' prevalence, it aims to enhance early identification and preventative strategies for high-risk individuals. Methods: Data from clinical examinations of 356 children were analyzed using Logistic Regression, Decision Trees, and Random Forests models. These models assessed the influence of dietary habits, fluoride exposure, and socio-economic status on caries risk, emphasizing accuracy, precision, recall, F1 score, and AUC metrics. Results: Poor oral hygiene, high sugary diet, and low fluoride exposure were identified as significant caries risk factors. The Random Forest model demonstrated superior performance, illustrating the potential of machine learning in complex health data analysis. Our SHAP analysis identified poor oral hygiene, high sugary diet, and low fluoride exposure as significant caries risk factors. Conclusion: Machine learning effectively identifies and quantifies dental caries risk factors in children. This approach supports targeted interventions and preventive measures, improving pediatric dental health outcomes. Clinical significance: By leveraging machine learning to pinpoint crucial caries risk factors, this research lays the groundwork for data-driven preventive strategies, potentially reducing caries prevalence and promoting better dental health in children.

A randomised controlled trial to evaluate the effectiveness of personalised oral hygiene advice delivered via video technology.

OBJECTIVES: To determine whether video-technology oral hygiene advice (OHA) improved clinical plaque and bleeding on probing (BOP) scores in individuals diagnosed with gingivitis, compared to conventional OHA after 3-months. METHODS: This parallel, randomised 2-arm treatment, single-centre study, assessed Turesky Plaque Index (TPI) and BOP at baseline and 3-months in adult participants with mild-moderate gingivitis. Eligible participants with smartphones were randomised at baseline to intervention (tailored video OHA), or control (conventional OHA). Oral hygiene (OH) habits/attitudes were recorded with a questionnaire. All participants used a manual toothbrush with anti-gingivitis toothpaste twice daily. RESULTS: 57 participants completed the study. Both groups had improved gingival health (BOP) after 3-months, change from baseline being significantly greater in the intervention group (12.21% vs 6.80%, p<0.05). TPI scores decreased more in the intervention than control group, but the difference did not reach significance (1.15 vs 0.92, p=0.079). OH habits and attitudes were similar at baseline and few differences between the groups were observed after 3-months, however frequency of interdental brush use was significantly increased, while self-rated oral health was significantly decreased in the intervention as compared to control group at this timepoint (p<0.05). CONCLUSIONS: The combination of an individually tailored instructional video with appropriate toothbrushing using anti-gingivitis toothpaste and interdental brush, significantly improved participants' gingival health over 3-months compared to brushing with an anti-gingivitis toothpaste with conventional OHA as delivered in the general dental services. This study demonstrates the benefit of changing OH behaviour and delivering OHA using an individually tailored approach with contemporary methodology. CLINICAL SIGNIFICANCE: OHA is usually verbally delivered over short time periods. This study demonstrates video technology with individualised OHA improves OH adherence and empowers individuals, the recipient receiving personal visual cues with ability to replay advice and technique reiteration. This real-world technology could be better utilised in general dental practice.

Healthcare workers' knowledge, attitude and practices on infection prevention and control in the context of the COVID-19 pandemic at the Faranah regional hospital and associated healthcare centers, Guinea.

BACKGROUND: In response to the COVID-19 pandemic, WHO launched a strategic preparedness and response plan, outlining public health measures to support countries worldwide. Healthcare workers have an increased risk of becoming infected and their behaviour regarding infection prevention and control (IPC) influences infection dynamics. IPC strategies are important across the globe, but even more in low-resource settings where capacities for testing and treatment are limited. Our study aimed to assess and implement COVID-19 pandemic preparedness and response measures in Faranah, Guinea, primarily focusing on healthcare workers' IPC knowledge, attitude and practice (KAP). METHODS: The study was conducted between April 2020 and April 2021 assessing IPC pandemic preparedness and response measures such as healthcare workers' KAP, alcohol-based handrub (ABHR) consumption and COVID-19 triaging in the Faranah Regional Hospital and two associated healthcare centres. The assessment was accompanied by IPC training and visual workplace reminders and done in pre- and post- phases to evaluate possible impact of these IPC activities. RESULTS: The overall knowledge score in the Faranah Regional Hospital was 32.0 out of 44 at baseline, and did not change in the first, but increased significantly by 3.0 points in the second follow-up. The healthcare workers felt closer proximity to SARS-CoV-2 overtime in addition to higher stress levels in all study sites. There was significant improvement across the observed triaging practices. Hand hygiene compliance showed a significant increase across study sites leading to 80% in Faranah Regional Hospital and 63% in healthcare centers. The average consumption of ABHR per consultation was 3.29 mL with a peak in February 2020 of 23 mL. CONCLUSION: Despite increased stress levels among HCWs, the ongoing IPC partnership well prepared the FRH in terms of triaging processes with a stronger impact on IPC practice than on theoretical knowledge. Throughout the pandemic, global shortages and surges in consumption did not affect the continuous ABHR provision of the FRH. This highlights local ABHR production as a key pandemic preparedness strategy.