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学龄前儿童龋齿相关的社会人口学和行为因素:使用决策树进行分析

Sociodemographic and behavioral factors associated with dental caries in preschool children: Analysis using a decision tree.

作者信息

Brito Ágata Sabine, Clementino Marayza Alves, Gomes Monalisa Cesarino, Barbosa Neves Érick Tássio, Barbosa Aline de Sousa, de Medeiros Camila Andurandy, de Aquino Mayra Macedo, Granville-Garcia Ana Flávia, de Menezes Valdenice Aparecida

机构信息

Department of Social and Preventive Dentistry, University of Pernambuco, Recife, Pernambuco, Brazil.

Department of Dentistry, State University of Paraíba, Campina Grande, Paraíba, Brazil.

出版信息

J Indian Soc Pedod Prev Dent. 2018 Jul-Sep;36(3):244-249. doi: 10.4103/JISPPD.JISPPD_210_17.

Abstract

BACKGROUND

Untreated dental caries can result a negative impact on oral health-related quality of life.

AIMS

The aim of the present study was to determine the prevalence of dental caries and associated factors in children enrolled in public preschools in the city of Recife, Brazil.

SETTINGS AND DESIGN

A descriptive, analytical, cross-sectional study was conducted with a representative random sample of 556 children aged 3-5 years.

MATERIALS AND METHODS

Data were collected through clinical examinations using the International Caries Detection and Assessment System. The parents answered a questionnaire addressing sociodemographic and behavioral characteristics. Two examiners underwent training and calibration exercise for the calculation of interexaminer agreement (Kappa index of 0.83).

STATISTICAL ANALYSIS USED

In addition to descriptive data, an inductive decision tree was constructed to analyze the results (Algorithm J48; α = 5%).

RESULTS

The prevalence of dental caries was 92.1%. The following factors were associated with dental caries: brushing performed by the child (prevalence ratio [PR] = 4.39, 95% confidence interval [CI]: 2.57-7.51 P < 0.001), household income less than the minimum wage (PR = 1.79; 95% CI: 1.18-2.72, P = 0.005), brushing frequency (PR = 1.50; CI 95%: 0.50-4.49; P = 0.001), and parent's/caregiver's school equal to an incomplete elementary school education (PR = 1.65, 95% CI: 1.56-1.74, P < 0.001).

CONCLUSIONS

The occurrence of dental caries in children was high and was associated with brushing performed by the child, household income less than the monthly minimum wage, low brushing frequency, and low parent's/caregiver's schooling.

摘要

背景

未经治疗的龋齿会对口腔健康相关生活质量产生负面影响。

目的

本研究旨在确定巴西累西腓市公立幼儿园儿童的龋齿患病率及相关因素。

设置与设计

对556名3至5岁儿童的代表性随机样本进行了描述性、分析性横断面研究。

材料与方法

通过使用国际龋病检测与评估系统进行临床检查收集数据。家长回答了一份关于社会人口学和行为特征的问卷。两名检查人员接受了培训并进行了校准练习,以计算检查者间一致性(卡帕指数为0.83)。

所用统计分析方法

除描述性数据外,构建归纳决策树以分析结果(算法J48;α = 5%)。

结果

龋齿患病率为92.1%。以下因素与龋齿有关:儿童自行刷牙(患病率比[PR]=4.39,95%置信区间[CI]:2.57 - 7.51,P < 0.001)、家庭收入低于最低工资(PR = 1.79;95% CI:1.18 - 2.72,P = 0.005)、刷牙频率(PR = 1.50;95% CI:0.50 - 4.49;P = 0.001)以及父母/照顾者的学历相当于小学未毕业(PR = 1.65,95% CI:1.56 - 1.74,P < 0.001)。

结论

儿童龋齿发生率较高,且与儿童自行刷牙、家庭收入低于月最低工资、刷牙频率低以及父母/照顾者受教育程度低有关。

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