Using association rule mining to identify risk factors for early childhood caries

2015 ◽  
Vol 122 (2) ◽  
pp. 175-181 ◽  
Author(s):  
Vladimir Ivančević ◽  
Ivan Tušek ◽  
Jasmina Tušek ◽  
Marko Knežević ◽  
Salaheddin Elheshk ◽  
...  
Keyword(s):  
Risk Factors ◽  
Early Childhood ◽  
Association Rule ◽  
Association Rule Mining ◽  
Early Childhood Caries ◽  
Rule Mining ◽  
Childhood Caries

scholarly journals Sugary Liquids in the Baby Bottle: Risk for Child Undernutrition and Severe Tooth Decay in Rural El Salvador

2020 ◽  
Vol 18 (1) ◽  
pp. 260
Author(s):  
Priyanka Achalu ◽  
Abhishek Bhatia ◽  
Bathsheba Turton ◽  
Lucy Luna ◽  
Karen Sokal-Gutierrez
Keyword(s):  
Risk Factors ◽  
Early Childhood ◽  
Risk Factor ◽  
Oral Health ◽  
Early Childhood Caries ◽  
Health Interventions ◽  
Tooth Decay ◽  
Child Undernutrition ◽  
Baby Bottle ◽  
Childhood Caries

As communities worldwide shift from consuming traditional diets to more processed snacks and sugar-sweetened beverages (SSBs), increases in child obesity and tooth decay and persistence of undernutrition are particularly apparent in Latin American countries. Further evidence of shared risk factors between child undernutrition and poor oral health outcomes is needed to structure more effective health interventions for children’s nutrition. This study aims to identify dietary, oral health, and sociodemographic risk factors for child undernutrition and severe early childhood caries (sECC) among a convenience sample of 797 caregiver–child pairs from rural Salvadoran communities. Caregiver interviews on child dietary and oral health practices were conducted, and their children’s height, weight, and dental exam data were collected. Multivariable regression analyses were performed using RStudio (version 1.0.143). Caregiver use of SSBs in the baby bottle was identified as a common significant risk factor for child undernutrition (p = 0.011) and sECC (p = 0.047). Early childhood caries (p = 0.023) was also a risk factor for developing undernutrition. Future maternal–child health and nutrition programs should coordinate with oral health interventions to discourage feeding children SSBs in the baby bottle and to advocate for policies limiting SSB marketing to young children and their families.

scholarly journals Risk factors associated with early childhood caries – a case control study

2016 ◽  
Vol 31 (2) ◽  
pp. 83
Author(s):  
Marina De Deus Moura Lima ◽  
Zacarias Soares Brito-Neto ◽  
Heylane Oliveira Amaral ◽  
Cacilda Castelo Branco Lima ◽  
Marcoeli Silva de Moura ◽  
...  
Keyword(s):  
Risk Factors ◽  
Early Childhood ◽  
Early Childhood Caries ◽  
Case Control Study ◽  
Case Control ◽  
Control Group ◽  
Factors Associated ◽  
History Of ◽  
Control Study ◽  
Childhood Caries

Objective: The aim of this study was to determine the risk factors associated with early childhood caries (ECC).Methods: It was an observational retrospective case-control study. The case group consisted of all patients diagnosed with ECC in the records of an active program of maternal and child care. The control group was composed of an equal number of children, matched for gender and age, who attended the program and did not have ECC. The process of data collection consisted of completing a pre-established schedule to analyse variables related to the mother/caregiver and child.Statisticalanalysis was performed using the chi-squared and odds ratio (OR), with alpha (α) = 0.05.Results: History of caries in the mother (OR=2.61; CI 95%=1.45-4.67) and father (OR=1.72; CI 95%=1.02-2.89) were key determinants in the child being diagnosed with ECC.Conclusions: The risk factors associated with ECC were the following: no oral hygiene acceptance, nocturnal feeding duration of more than 16 months, a daily intake of sugar greater than 4 times a day, a Baume type II maxillary arch, fewer than 3 consultations with the program, and a history of decay in the parents.

scholarly journals Prevalence and associated Risk Factors of Severe Early Childhood Caries in 12- to 36-month-old Children of Sirmaur District, Himachal Pradesh, India

2017 ◽  
Vol 10 (2) ◽  
pp. 183-187 ◽  
Author(s):  
Ritu G Mangla ◽  
Raman Kapur ◽  
Abhishek Dhindsa
Keyword(s):  
Risk Factors ◽  
Early Childhood ◽  
Oral Health ◽  
Day Care ◽  
Early Childhood Caries ◽  
Himachal Pradesh ◽  
Day Care Centers ◽  
Associated Risk Factors ◽  
Severe Early Childhood Caries ◽  
Childhood Caries

ABSTRACT Aim To assess the prevalence, distribution, and associated risk factors of severe early childhood caries (S-ECC) among 12- to 36-month-old children of district Sirmaur, Himachal Pradesh, India. Materials and methods The present study was conducted on a random sample of 510 children, both boys and girls, between 12 and 36 months of age randomly selected from various government-sponsored day-care centers, private day-care centers, and vaccination centers. Caries was recorded using World Health Organization criteria. Statistical analysis was done by using chi-square test and Mann–Whitney test. A two-sided p value was calculated for each statistical test. Multiple logistic regressions were done to calculate the risk of S-ECC from independent variables. Results In the present study, S-ECC was found in 21% of 510, 12 to 36 months old children of Sirmaur district, Himachal Pradesh. The S-ECC was found to be significantly higher in 25 to 36 months old children's age group and was 27.8% in them as compared with 8% in 12 to 24 months old children. Conclusion Providing anticipatory guidance and education to parents is essential for the promotion of optimal oral health of their children. There is a need for moving upstream to propose and implement policies and programs to improve the oral health of the very young, especially in a developing country like India, which lacks much data on S-ECC. How to cite this article Mangla RG, Kapur R, Dhindsa A, Madan M. Prevalence and associated Risk Factors of Severe Early Childhood Caries in 12- to 36-month-old Children of Sirmaur District, Himachal Pradesh, India. Int J Clin Pediatr Dent 2017;10(2):183-187.

scholarly journals Analysis of Risk Factors of Biopsychosocial with Early Childhood Caries (ECC) in Indonesian Pre-School Children

2019 ◽  
Vol 19 ◽  
pp. 1-8
Author(s):  
Muhammad Harun Achmad ◽  
Rini Pratiwi ◽  
Sumintarti Sugiharto ◽  
Hendrastuti Handayani ◽  
Marhamah Firman Singgih ◽  
...  
Keyword(s):  
Risk Factors ◽  
Early Childhood ◽  
School Children ◽  
Early Childhood Caries ◽  
Childhood Caries

A systematic review of risk factors during first year of life for early childhood caries

2012 ◽  
Vol 23 (4) ◽  
pp. 235-250 ◽  
Author(s):  
Pamela Margaret Leong ◽  
Mark Gregory Gussy ◽  
Su-Yan L. Barrow ◽  
Andrea de Silva-Sanigorski ◽  
Elizabeth Waters
Keyword(s):  
Risk Factors ◽  
Systematic Review ◽  
Early Childhood ◽  
Early Childhood Caries ◽  
First Year ◽  
First Year Of Life ◽  
Childhood Caries

scholarly journals Prevalence and Risk Factors for Early Childhood Caries in Children Less Than 6 Years Old: A Systematic Review

Iproceedings ◽  
10.2196/10564 ◽  
2018 ◽  
Vol 4 (1) ◽  
pp. e10564
Author(s):  
Reham Kamel ◽  
S Refaey ◽  
H Abu El-Sood ◽  
A Mohsen
Keyword(s):  
Risk Factors ◽  
Systematic Review ◽  
Early Childhood ◽  
Early Childhood Caries ◽  
Childhood Caries
Sign in / Sign up

Export Citation Format

Share Document