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Deng Q, Wong HM, Peng S. Salivary Physicochemical Parameters in Relation to Dental Caries and Adiposity Status. Int J Dent Hyg 2025; 23:401-408. [PMID: 39401973 PMCID: PMC11982596 DOI: 10.1111/idh.12845] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/08/2024] [Revised: 07/10/2024] [Accepted: 09/26/2024] [Indexed: 04/11/2025]
Abstract
OBJECTIVES The objective of this study was to investigate the correlations between salivary physicochemical parameters, adiposity, and caries indices in Hong Kong adolescents. METHODS A total of 921 adolescents aged 12-15 years from four randomly selected local secondary schools were invited to participate in this cross-sectional study. Dental examinations including the number of decayed, missing, and filled teeth (DMFT), salivary physicochemical parameters, and anthropometric measurements were performed. The Mann-Whitney U test was used to examine the differences in salivary parameters and adiposity indices between participants with different levels of caries experience. Correlations between adiposity indices, salivary parameters, and caries indices were examined using Spearman's correlation coefficients. RESULTS The participation rate was 83.6%. After exclusion, data from 695 adolescents were analysed. Adolescents with high caries experience (DMFT ≥ Significant Caries Index [SiC Index]) had significantly higher weight-to-height ratio (W/H) and waist circumference (WC) z-scores and lower unstimulated and stimulated salivary flow rates and buffering capacity than those with DMFT < SiC Index. Except for body mass index z-score, the other adiposity indices were negatively correlated with at least one salivary physicochemical parameter (stimulated salivary flow rate or salivary buffering capacity) (rs ranged from -0.078 to -0.132). After adjusting for age and sex, decreased stimulated salivary flow rate was associated with higher body fat percentages, WC, and waist-to-height ratio z-scores, whereas low salivary buffering capacity was associated with higher W/H and WC z-scores. CONCLUSION There is a potential link between adiposity indices and certain salivary physicochemical parameters that are implicated in the aetiology of dental caries.
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Affiliation(s)
- Qianyi Deng
- Paediatric Dentistry and Orthodontics, Faculty of DentistryThe University of Hong KongHong Kong SARChina
- Hospital of Stomatology, Guanghua School of StomatologySun Yat‐sen UniversityGuangzhouChina
- Guangdong Provincial Clinical Research Center of Oral DiseasesGuangzhouChina
| | - Hai Ming Wong
- Paediatric Dentistry and Orthodontics, Faculty of DentistryThe University of Hong KongHong Kong SARChina
| | - Simin Peng
- Paediatric Dentistry and Orthodontics, Faculty of DentistryThe University of Hong KongHong Kong SARChina
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Pérez-Reyes Á, Becerra-Ruiz JS, Guzmán-Flores JM. Influence of Behavioral and Sociodemographic Factors on Dental Caries in Mexican Children. Pediatr Rep 2025; 17:40. [PMID: 40278520 PMCID: PMC12030071 DOI: 10.3390/pediatric17020040] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/05/2025] [Revised: 03/20/2025] [Accepted: 03/24/2025] [Indexed: 04/26/2025] Open
Abstract
BACKGROUND In Mexico, tooth decay is common among children and is on the rise. A strong relationship exists between behavioral, socioeconomic, demographic, and biological factors and the severity and development of dental caries. OBJECTIVE The present study analyzed the risk factors contributing to dental caries in a Mexican pediatric population. MATERIALS AND METHODS This study employed a cross-sectional design. One hundred fifty-one children were evaluated after providing their assent and the informed consent of their legal guardians. The study subjects recruited underwent dental assessments, dietary habits, and physical activity examinations. RESULTS Only 36 children were classified as overweight or obese, while 121 children had a high quality of life related to oral health. Most of the children showed deficient eating and physical activity habits. Additionally, nearly half displayed severe dental carie lesions. The occurrence of caries was linked to both age and tooth brushing habits. The median of teeth with initial caries lesions was higher among female children. Furthermore, parental education was associated with the presence of fluorosis and the frequency of tooth brushing. CONCLUSION Our study revealed deficient eating habits and a high prevalence of dental caries among children aged 6-12. Additionally, parents and guardians demonstrated insufficient knowledge about general oral health issues, the risk factors for caries, and their potential consequences, which means a need for both preventive and corrective treatments. This highlights the need for strategies focused on improving oral health care and prevention.
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Affiliation(s)
- Ángel Pérez-Reyes
- División de Ciencias Biomédicas, Centro Universitario de Los Altos, Universidad de Guadalajara, Tepatitlán de Morelos C.P. 47620, Jalisco, Mexico;
| | - Julieta Sarai Becerra-Ruiz
- Departamento de Clínicas, Centro Universitario de Los Altos, Universidad de Guadalajara, Tepatitlán de Morelos C.P. 47620, Jalisco, Mexico;
| | - Juan Manuel Guzmán-Flores
- Departamento de Ciencias de la Salud, Centro Universitario de Los Altos, Universidad de Guadalajara, Tepatitlán de Morelos C.P. 47620, Jalisco, Mexico
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Cabral JAV, Bomfim RA. Influence of unhealthy diet and sedentary behavior on the oral health-related quality of life of 12-year-old Brazilian adolescents. Sci Rep 2024; 14:29424. [PMID: 39592742 PMCID: PMC11599606 DOI: 10.1038/s41598-024-81293-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/01/2024] [Accepted: 11/26/2024] [Indexed: 11/28/2024] Open
Abstract
This study analyzed the factors associated with the oral health-related quality of life (OHRQOL) of 12-year-old adolescents and their relationship with unhealthy eating and sedentary behavior. Data were collected from 615 adolescents from the five largest cities in Mato Grosso do Sul, Brazil. The theoretical framework of the social determinants of oral health guided all analyses and the measurement instrument was OIDP (impact of oral health on daily performance). Multilevel logistic and negative binomial regressions were performed to test the association of OHRQOL with unhealthy eating, sedentary behavior, sociodemographic characteristics and health behaviours. Considering the sample weights, 43% of the adolescents reported some impact on OHRQOL. In the adjusted models, higher consumption of unhealthy foods (moderate and high) was associated with a prevalence of impact on OHRQOL [OR = 3.59 (95%CI 1.99; 6.46)] and higher OHRQOL severity [RR = 2.05 (95%CI 1.43; 2.94)] compared to their counterparts. Sedentary behaviour was associated with the prevalence of impact on OHRQOL [OR = 1.52 (95%CI 1.22; 1.89)] and greater severity [RR = 1.21 (95%CI 1.07; 1.37)] compared to their counterparts. Unhealthy food consumption and sedentary behavior were associated with OHRQOL. Intersectoral health public policies for healthy eating and for reducing sedentary behavior on the internet and electronic games can help in the quality of life of adolescents.
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Affiliation(s)
| | - Rafael Aiello Bomfim
- Instituto Integrado de Saúde, Universidade Federal de Mato Grosso do Sul, Campo Grande, Mato Grosso do Sul, Brazil.
- School of Dentistry, Federal University of Mato Grosso do Sul, Campo Grande, Mato Grosso do Sul, Brazil.
- PostGraduate Program in Medicine, Federal University of Mato Grosso do Sul, Campo Grande, Mato Grosso do Sul, Brazil.
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Costa EM, de Britto E Alves MTSS, Rudakoff LCS, Silva NP, Franco MMP, Ribeiro CCC, Alves CMC, Fonseca Thomaz EBA. Consumption of ultra-processed foods and dental caries in Brazilian adolescents. Sci Rep 2024; 14:26170. [PMID: 39477991 PMCID: PMC11525569 DOI: 10.1038/s41598-024-75813-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/08/2024] [Accepted: 10/08/2024] [Indexed: 11/02/2024] Open
Abstract
This study aimed to evaluate the association between ultra-processed food (UPF) and dental caries, considering muscle mass (MM), bone mineral density (BMD), and oral hygiene habits (OHH) as mediators. This study has an analytical cross-sectional design with 2,515 adolescents (18-19 years). The main exposure - the UPF intake ratio - was established using the food frequency questionnaire. The outcome was the number of decayed teeth, according to the DMFT index. The model adjustment included socio-economic status (SES), frequency of physical activity, and concurrent risk habits (CRH) as potential confounders. Three latent variables were considered: SES (family income, economic class, household head, and adolescent education), OHH (gingival bleeding on probing index and visible plaque index), and CRH (alcohol and tobacco dependence). The analyses used structural equation modeling, estimating the standardized coefficient (SC) in three models: lumbar BMD(1), femoral BMD(2), and total BMD(3). UPF consumption had a direct (SCmodel1=0.071, SCmodel2=0.072, SCmodel3=0.071; p < 0.05) and total (SCmodel1=0.067, SCmodel2=0.068, SCmodel3=0.068; p < 0.05) effect on the number of decayed teeth. BMD and MM did not mediate the association between UPF and dental caries, but the indirect association mediated by OHH was significant in all analyses (p < 0.05). Dental Caries was explained in other specific pathways: SES→UPF→Dental Caries (SCmodel1 = 0.009, SCmodel2 = 0.008, SCmodel3 = 0.009); SES→OHH→Dental Caries (SCmodel1 = 0.033, SCmodel2 = 0.033, SCmodel3 = 0.034); CRH→UPF→Dental Caries (SCmodel1 = 0.009, SCmodel2 = 0.008, SCmodel3 = 0.008); CRH→OHH→Dental Caries (SCmodel1 = 0.029, SCmodel2 = 0.027, SCmodel3 = 0.027). Dental caries prevention should include encouraging good OHH, healthy eating, and developing equitable public policies in middle and low-income countries like Brazil.
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Affiliation(s)
- Elisa Miranda Costa
- Department of Public Health, Federal University of Maranhão, São Luís, Maranhão, Brazil.
- Department of Dentistry, Federal University of Alagoas, Maceió, Alagoas, Brazil.
| | | | | | - Nilviane Pires Silva
- Department of Public Health, Federal University of Maranhão, São Luís, Maranhão, Brazil
| | | | - Cecilia Claudia Costa Ribeiro
- Department of Public Health, Federal University of Maranhão, São Luís, Maranhão, Brazil
- Department of Dentistry, Federal University of Maranhão, São Luís, Maranhão, Brazil
| | - Claudia Maria Coelho Alves
- Department of Public Health, Federal University of Maranhão, São Luís, Maranhão, Brazil
- Department of Dentistry, Federal University of Maranhão, São Luís, Maranhão, Brazil
| | - Erika Bárbara Abreu Fonseca Thomaz
- Department of Public Health, Federal University of Maranhão, São Luís, Maranhão, Brazil
- Department of Dentistry, Federal University of Maranhão, São Luís, Maranhão, Brazil
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Bomfim RA. Machine learning to predict untreated dental caries in adolescents. BMC Oral Health 2024; 24:316. [PMID: 38461227 PMCID: PMC10924973 DOI: 10.1186/s12903-024-04073-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/21/2023] [Accepted: 02/26/2024] [Indexed: 03/11/2024] Open
Abstract
OBJECTIVE This study aimed to predict adolescents with untreated dental caries through a machine-learning approach using three different algorithms METHODS: Data came from an epidemiological survey in the five largest cities in Mato Grosso do Sul, Brazil. Data on sociodemographic characteristics, consumption of unhealthy foods and behaviours (use of dental floss and toothbrushing) were collected using Sisson's theoretical model, in 615 adolescents. For the machine learning, three different algorithms were used: (1) XGboost; (2) decision tree and (3) logistic regression. The epidemiological baseline was used to train and test predictions to detect individuals with untreated dental caries, through eight main predictor variables. Analyzes were performed using the R software (R Foundation for Statistical Computing, Vienna, Austria). The Ethics Committee approved the study.. RESULTS For the 615 adolescents, xgboost performed better with an area under the curve (AUC) of 84% versus 81% for the decision tree algorithm. The most important variables were the use of dental floss, unhealthy food consumption, self-declared race and exposure to fluoridated water. CONCLUSIONS Family health teams can improve the work process and use artificial intelligence mechanisms to predict adolescents with untreated dental caries, and, in this way, schedule dental appointments for the treatment of adolescents earlier.
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Affiliation(s)
- Rafael Aiello Bomfim
- School of Dentistry, Federal University of Mato Grosso do Sul, Campo Grande, Brazil.
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Sarao SK, Levin L. Predictive factors for maxillofacial fractures, sedentary behavior, and dental trauma literacy. Dent Traumatol 2023; 39:399-402. [PMID: 37688524 DOI: 10.1111/edt.12885] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 09/11/2023]
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Leite JR, Bomfim RA. Sedentary behaviour and traumatic dental injuries in adolescents: A population-based study. Dent Traumatol 2023; 39:478-482. [PMID: 37010883 DOI: 10.1111/edt.12846] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/17/2022] [Revised: 02/22/2023] [Accepted: 03/21/2023] [Indexed: 04/04/2023]
Abstract
OBJECTIVE Analyse factors associated with dental trauma in 12-year-old adolescents. METHODS An epidemiological survey was carried out in the five largest cities in the state of Mato Grosso do Sul, Brazil. Data on traumatic dental injuries (TDI) based on the World Health Organization (WHO), sociodemographic characteristics and individual clinical and behavioural characteristics in 615 adolescents were collected. Univariate and adjusted multilevel logistic regressions were performed to test the association of dental trauma with behavioural and sociodemographic factors. The study was approved by the Ethics Committee (CAAE number 85647518.4.0000.0021). RESULTS The prevalence of TDI at 12 years was 3.4% (95% CI 1.8; 6.4). In the adjusted models, clinical characteristics of adolescents such as overjet >3 mm (OR = 1.51 [95% CI 1.00; 2.41]) were associated with trauma. Sociodemographic characteristics such as female sex (OR = 0.13 [95% CI 0.07; 0.25]), income above the poverty level (OR = 0.34 [95% CI 0.15; 0.78]), who declared themselves white (OR = 0.23 [95% CI 0.11; 0.47]) and with sedentary behaviour (OR = 0.69 [95% CI 0.59; 0.80]) were associated with trauma, as protective factors. CONCLUSION Sociodemographic, behavioural and individual clinical characteristics were associated with TDI in adolescents. Oral health teams should focus on the most vulnerable groups, encouraging the use of mouthguards and access to treatment services.
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Affiliation(s)
- Jean Ribeiro Leite
- School of Dentistry, Federal University of Mato Grosso do Sul, Campo Grande, Brazil
| | - Rafael Aiello Bomfim
- School of Dentistry, Federal University of Mato Grosso do Sul, Campo Grande, Brazil
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Pizzo G, Matranga D, Maniscalco L, Buttacavoli F, Campus G, Giuliana G. Caries Severity, Decayed First Permanent Molars and Associated Factors in 6-7 Years Old Schoolchildren Living in Palermo (Southern Italy). J Clin Med 2023; 12:4343. [PMID: 37445380 DOI: 10.3390/jcm12134343] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/28/2023] [Revised: 06/12/2023] [Accepted: 06/25/2023] [Indexed: 07/15/2023] Open
Abstract
To date, there are very few epidemiologic studies on caries disease in 6-7 year old children living in Sicily (Southern Italy). The first permanent molar (FPM) is the most commonly affected tooth in this target population, and a one-unit increase in the number of decayed FPMs is predictive of caries in other teeth and in adulthood. The primary aim of this research is to estimate the prevalence of caries in 6-7 year old schoolchildren living in Palermo and, as a secondary aim, to estimate the prevalence of affected FPMs. It was designed as a cluster cross-sectional survey on 995 children from 16 schools, selected based on their geographical location, in one of the eight city districts. Caries data were recorded using the International Caries Detection and Assessment System for each tooth surface. The relation between socio-economic status, behavioural determinants, and clinical information and the number of teeth with initial caries (IC), moderate caries (MC), or extensive caries (SC) was analysed through the ordinal logistic regression. Among the 995 schoolchildren, 662 (66.5%) had at least one lesion and 742 (74.6%) had FPMs. Of the latter, 238 (32.0%) were affected by IC, 86 (11.6%) were affected by MC, and only 3 (0.4%) were affected by SC. During multivariable analysis, there was evidence of an increased risk of MC and SC related to the deprivation of the district in which the children lived and went to school, as well as to the protective role of parental education and employment. The same significant determinants were found for IC and MC FPMs. The study showed the important role of socio-economic determinants, unhealthy behaviours, and social deprivation related to the increased risk of moderate and extensive caries in 6-7 year old schoolchildren. Investigating this target population is very important, as early development of caries in FPMs may have serious consequences in the prognostics of oral health in an adult.
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Affiliation(s)
- Giuseppe Pizzo
- Department of Surgical, Oncological and Oral Sciences, University of Palermo, 90127 Palermo, Italy
| | - Domenica Matranga
- Department of Health Promotion, Mother and Child Care, Internal Medicine and Medical Specialties, University of Palermo, 90127 Palermo, Italy
| | - Laura Maniscalco
- Department of Health Promotion, Mother and Child Care, Internal Medicine and Medical Specialties, University of Palermo, 90127 Palermo, Italy
| | - Fortunato Buttacavoli
- Department of Surgical, Oncological and Oral Sciences, University of Palermo, 90127 Palermo, Italy
| | - Guglielmo Campus
- Department of Restorative, Preventive and Paediatric Dentistry, University of Bern, 3012 Bern, Switzerland
- Department of Surgery, Microsurgery and Medicine Sciences, School of Dentistry, University of Sassari, 07100 Sassari, Italy
| | - Giovanna Giuliana
- Department of Surgical, Oncological and Oral Sciences, University of Palermo, 90127 Palermo, Italy
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Costa LR, Vettore MV, Quadros LN, Vieira JMR, de Queiroz Herkrath APC, de Queiroz AC, Pereira JV, Herkrath FJ, Bessa Rebelo MA. Socio-economic status, psychosocial factors, health behaviours and incidence of dental caries in 12-year-old children living in deprived communities in Manaus, Brazil. J Dent 2023; 133:104504. [PMID: 37019267 DOI: 10.1016/j.jdent.2023.104504] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/07/2022] [Revised: 03/30/2023] [Accepted: 03/31/2023] [Indexed: 04/05/2023] Open
Abstract
OBJECTIVES This study examines the relationships between socio-economic status, psychosocial factors, health-related behaviours and the incidence of dental caries among 12-year-old schoolchildren living in deprived communities in Manaus, Brazil. METHODS A longitudinal study involving 312 children aged 12 years was conducted in the city of Manaus, Brazil. Baseline data including socio-economic status (number of goods, household overcrowding, parents' schooling, family income), psychosocial factors (sense of coherence [SOC-13], social support [Social Support Appraisals questionnaire]) and health-related behaviours (frequency of toothbrushing, sugar consumption, sedentary behaviour) were collected through structured questionnaires. The number of decayed teeth was clinically assessed at baseline and one-year follow-up. A hypothesised model evaluating the direct and indirect pathways between the variables was tested using confirmatory factor analysis and structural equation modelling. RESULTS The incidence of dental caries at the one-year follow-up was 25.6%. Sugar consumption (β = 0.103) and sedentary behaviour (β = 0.102) directly predicted the incidence of dental caries. A higher socio-economic status was directly linked with lower sugar consumption (β = -0.243) and higher sedentary behaviour (β = 0.227). Higher social support directly predicted lower sugar consumption (β = -0.114). Lower socio-economic status (β = -0.046) and lower social support (β = -0.026) indirectly predicted the incidence of dental caries via sugar consumption and sedentary behaviour. CONCLUSIONS In the population studied, sugar consumption and sedentary behaviour are meaningful predictors of the incidence of dental caries among schoolchildren living in deprived communities. Indirect pathways of lower socio-economic status and low social support with dental caries incidence via sugar consumption and sedentary behaviour were detected. These findings should be considered in oral interventions and oral health care policies to prevent dental caries among children living in deprivation. CLINICAL SIGNIFICANCE Social conditions, social support, sedentary behaviour and sugar consumption directly influence dental caries in children.
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Martinelli DLF, Cascaes AM, Frias AC, Souza LBD, Bomfim RA. Oral health coverage in the Family Health Strategy and use of dental services in adolescents in Mato Grosso do Sul, Brazil, 2019: cross-sectional study. EPIDEMIOLOGIA E SERVIÇOS DE SAÚDE 2021; 30:e20201140. [PMID: 34854464 DOI: 10.1590/s1679-49742021000400010] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/29/2021] [Accepted: 07/05/2021] [Indexed: 11/22/2022] Open
Abstract
OBJECTIVE To analyze the association between the coverage by oral health teams in the Family Health Strategy (FHS-OH) and the use of dental services among 12-year-old adolescents in the state of Mato Grosso do Sul, Brazil, 2019. METHODS This is a cross-sectional study involving school-based research, which adopted the use of dental services as its outcome. Structural equation modeling was used to test the association between covariates and the outcome. RESULTS Of the 615 participants, 74.0% used dental services in the last three years. ESF-SB (oral health coverage by family health strategy, acronym in Portuguese) ≥50% was associated with a greater use of public dental services [standardized coefficient (SC) = 0.10 -95%CI 0.01;0.18], a lower use of these services for prevention (SC = -0.07 -95%CI -0.17;0.01) and higher unhealthy food consumption (SC = 0.19 -95%CI 0.11;0.26). CONCLUSION Higher ESF-SB coverage was associated with a lower use of dental services for prevention and higher unhealthy food consumption. Teams must organize the access to oral health service and qualify the work process.
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Affiliation(s)
| | - Andreia Morales Cascaes
- Universidade Federal de Santa Catarina, Departamento de Saúde Pública, Florianópolis, SC, Brasil
| | | | | | - Rafael Aiello Bomfim
- Universidade Federal de Mato Grosso do Sul, Faculdade de Odontologia, Campo Grande, MS, Brasil
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