Cargando…
Factors Associated with Self-Report of Type 2 Diabetes Mellitus in Adults Seeking Dental Care in a Developing Country
The aims of the present study were to identify the prevalence and risk indicators of type 2 diabetes mellitus (T2DM) in urban-based Mexican adults seeking care in a university-based triage/intake dental clinic, and to develop a predictive model. A cross-sectional study was conducted on 3354 medical/...
Autores principales: | , , , , , , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2022
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9819279/ https://www.ncbi.nlm.nih.gov/pubmed/36612540 http://dx.doi.org/10.3390/ijerph20010218 |
_version_ | 1784865188655136768 |
---|---|
author | López-Gómez, Sandra Aremy González-López, Blanca Silvia Scougall-Vilchis, Rogelio José Márquez-Corona, María de Lourdes Minaya-Sánchez, Mirna Navarrete-Hernández, José de Jesús de la Rosa-Santillana, Rubén Acuña-González, Gladys Remigia Pontigo-Loyola, América Patricia Villalobos-Rodelo, Juan José Medina-Solís, Carlo Eduardo Maupomé, Gerardo |
author_facet | López-Gómez, Sandra Aremy González-López, Blanca Silvia Scougall-Vilchis, Rogelio José Márquez-Corona, María de Lourdes Minaya-Sánchez, Mirna Navarrete-Hernández, José de Jesús de la Rosa-Santillana, Rubén Acuña-González, Gladys Remigia Pontigo-Loyola, América Patricia Villalobos-Rodelo, Juan José Medina-Solís, Carlo Eduardo Maupomé, Gerardo |
author_sort | López-Gómez, Sandra Aremy |
collection | PubMed |
description | The aims of the present study were to identify the prevalence and risk indicators of type 2 diabetes mellitus (T2DM) in urban-based Mexican adults seeking care in a university-based triage/intake dental clinic, and to develop a predictive model. A cross-sectional study was conducted on 3354 medical/dental records of adults who sought care at the triage/intake dental clinics of a public university. The dependent variable was self-report of a previous diagnosis of T2DM made by a physician. Several socio-demographic and socioeconomic covariates were included, as well as others related to oral and general health. A multivariate binary logistic regression model was generated. We subsequently calculated well-known statistical measures employed to evaluate discrimination (classification) using an (adjusted) multivariate logistic regression model (goodness-of-fit test). The average age of patients was 42.5 ± 16.1 years old and the majority were female (64.1%). The prevalence of T2DM was 10.7% (95%CI = 9.7–11.8). In the final multivariate model, the variables associated (p < 0.05) with the presence of T2DM were older age (40 to 59 years old, OR = 2.00; 60 to 95 years old, OR = 2.78), having any type of health insurance (OR = 2.33), having high blood pressure (OR = 1.70), being obese (OR = 1.41), and having a functional dentition (OR = 0.68). Although the global fit of the model and the calibration tests were adequate, the sensitivity (0.0%) and positive predictive (0.0%) values were not. The specificity (100%) and negative predictive (89.3%) values, as well as the correctly classified (89.3%) value, were adequate. The area under the ROC curve, close to 0.70, was modest. In conclusion, a prevalence of T2DM of 10.7% in this sample of Mexican adults seeking dental care was similar to national figures. Clinical (blood pressure, BMI and functional dentition), demographic (age), and socioeconomic (health insurance) variables were found to be associated with T2DM. The dental setting could be appropriate for implementing preventive actions focused on identifying and helping to reduce the burden of T2DM in the population. |
format | Online Article Text |
id | pubmed-9819279 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-98192792023-01-07 Factors Associated with Self-Report of Type 2 Diabetes Mellitus in Adults Seeking Dental Care in a Developing Country López-Gómez, Sandra Aremy González-López, Blanca Silvia Scougall-Vilchis, Rogelio José Márquez-Corona, María de Lourdes Minaya-Sánchez, Mirna Navarrete-Hernández, José de Jesús de la Rosa-Santillana, Rubén Acuña-González, Gladys Remigia Pontigo-Loyola, América Patricia Villalobos-Rodelo, Juan José Medina-Solís, Carlo Eduardo Maupomé, Gerardo Int J Environ Res Public Health Article The aims of the present study were to identify the prevalence and risk indicators of type 2 diabetes mellitus (T2DM) in urban-based Mexican adults seeking care in a university-based triage/intake dental clinic, and to develop a predictive model. A cross-sectional study was conducted on 3354 medical/dental records of adults who sought care at the triage/intake dental clinics of a public university. The dependent variable was self-report of a previous diagnosis of T2DM made by a physician. Several socio-demographic and socioeconomic covariates were included, as well as others related to oral and general health. A multivariate binary logistic regression model was generated. We subsequently calculated well-known statistical measures employed to evaluate discrimination (classification) using an (adjusted) multivariate logistic regression model (goodness-of-fit test). The average age of patients was 42.5 ± 16.1 years old and the majority were female (64.1%). The prevalence of T2DM was 10.7% (95%CI = 9.7–11.8). In the final multivariate model, the variables associated (p < 0.05) with the presence of T2DM were older age (40 to 59 years old, OR = 2.00; 60 to 95 years old, OR = 2.78), having any type of health insurance (OR = 2.33), having high blood pressure (OR = 1.70), being obese (OR = 1.41), and having a functional dentition (OR = 0.68). Although the global fit of the model and the calibration tests were adequate, the sensitivity (0.0%) and positive predictive (0.0%) values were not. The specificity (100%) and negative predictive (89.3%) values, as well as the correctly classified (89.3%) value, were adequate. The area under the ROC curve, close to 0.70, was modest. In conclusion, a prevalence of T2DM of 10.7% in this sample of Mexican adults seeking dental care was similar to national figures. Clinical (blood pressure, BMI and functional dentition), demographic (age), and socioeconomic (health insurance) variables were found to be associated with T2DM. The dental setting could be appropriate for implementing preventive actions focused on identifying and helping to reduce the burden of T2DM in the population. MDPI 2022-12-23 /pmc/articles/PMC9819279/ /pubmed/36612540 http://dx.doi.org/10.3390/ijerph20010218 Text en © 2022 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article López-Gómez, Sandra Aremy González-López, Blanca Silvia Scougall-Vilchis, Rogelio José Márquez-Corona, María de Lourdes Minaya-Sánchez, Mirna Navarrete-Hernández, José de Jesús de la Rosa-Santillana, Rubén Acuña-González, Gladys Remigia Pontigo-Loyola, América Patricia Villalobos-Rodelo, Juan José Medina-Solís, Carlo Eduardo Maupomé, Gerardo Factors Associated with Self-Report of Type 2 Diabetes Mellitus in Adults Seeking Dental Care in a Developing Country |
title | Factors Associated with Self-Report of Type 2 Diabetes Mellitus in Adults Seeking Dental Care in a Developing Country |
title_full | Factors Associated with Self-Report of Type 2 Diabetes Mellitus in Adults Seeking Dental Care in a Developing Country |
title_fullStr | Factors Associated with Self-Report of Type 2 Diabetes Mellitus in Adults Seeking Dental Care in a Developing Country |
title_full_unstemmed | Factors Associated with Self-Report of Type 2 Diabetes Mellitus in Adults Seeking Dental Care in a Developing Country |
title_short | Factors Associated with Self-Report of Type 2 Diabetes Mellitus in Adults Seeking Dental Care in a Developing Country |
title_sort | factors associated with self-report of type 2 diabetes mellitus in adults seeking dental care in a developing country |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9819279/ https://www.ncbi.nlm.nih.gov/pubmed/36612540 http://dx.doi.org/10.3390/ijerph20010218 |
work_keys_str_mv | AT lopezgomezsandraaremy factorsassociatedwithselfreportoftype2diabetesmellitusinadultsseekingdentalcareinadevelopingcountry AT gonzalezlopezblancasilvia factorsassociatedwithselfreportoftype2diabetesmellitusinadultsseekingdentalcareinadevelopingcountry AT scougallvilchisrogeliojose factorsassociatedwithselfreportoftype2diabetesmellitusinadultsseekingdentalcareinadevelopingcountry AT marquezcoronamariadelourdes factorsassociatedwithselfreportoftype2diabetesmellitusinadultsseekingdentalcareinadevelopingcountry AT minayasanchezmirna factorsassociatedwithselfreportoftype2diabetesmellitusinadultsseekingdentalcareinadevelopingcountry AT navarretehernandezjosedejesus factorsassociatedwithselfreportoftype2diabetesmellitusinadultsseekingdentalcareinadevelopingcountry AT delarosasantillanaruben factorsassociatedwithselfreportoftype2diabetesmellitusinadultsseekingdentalcareinadevelopingcountry AT acunagonzalezgladysremigia factorsassociatedwithselfreportoftype2diabetesmellitusinadultsseekingdentalcareinadevelopingcountry AT pontigoloyolaamericapatricia factorsassociatedwithselfreportoftype2diabetesmellitusinadultsseekingdentalcareinadevelopingcountry AT villalobosrodelojuanjose factorsassociatedwithselfreportoftype2diabetesmellitusinadultsseekingdentalcareinadevelopingcountry AT medinasoliscarloeduardo factorsassociatedwithselfreportoftype2diabetesmellitusinadultsseekingdentalcareinadevelopingcountry AT maupomegerardo factorsassociatedwithselfreportoftype2diabetesmellitusinadultsseekingdentalcareinadevelopingcountry |