<?xml version="1.0" encoding="ISO-8859-1"?><article xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance">
<front>
<journal-meta>
<journal-id>1659-0201</journal-id>
<journal-title><![CDATA[Población y Salud en Mesoamérica]]></journal-title>
<abbrev-journal-title><![CDATA[PSM]]></abbrev-journal-title>
<issn>1659-0201</issn>
<publisher>
<publisher-name><![CDATA[Universidad de Costa Rica. Centro Centroamericano de Población]]></publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id>S1659-02012021000100215</article-id>
<article-id pub-id-type="doi">10.15517/psm.v18i2.45144</article-id>
<title-group>
<article-title xml:lang="es"><![CDATA[Evaluación del control metabólico de personas con diabetes mellitus tipo 2 participantes de una intervención educativa grupal. Resultados de un análisis de conglomerados]]></article-title>
<article-title xml:lang="en"><![CDATA[Evaluation of metabolic control of patients with type 2 diabetes mellitus participating in a group educational intervention; results of a cluster analysis.]]></article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Roselló-Araya]]></surname>
<given-names><![CDATA[Marlene]]></given-names>
</name>
<xref ref-type="aff" rid="Aff"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Guzmán-Padilla]]></surname>
<given-names><![CDATA[Sonia]]></given-names>
</name>
<xref ref-type="aff" rid="Aff"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Ramírez-Hernández]]></surname>
</name>
<xref ref-type="aff" rid="Aff"/>
</contrib>
</contrib-group>
<aff id="Af1">
<institution><![CDATA[,Instituto Costarricense de Investigación y Enseñanza en Nutrición y Salud Unidad de Salud y Nutrición ]]></institution>
<addr-line><![CDATA[ ]]></addr-line>
<country>Costa Rica</country>
</aff>
<aff id="Af2">
<institution><![CDATA[,Instituto Costarricense de Investigación y Enseñanza en Nutrición y Salud Unidad de Salud y Nutrición ]]></institution>
<addr-line><![CDATA[ ]]></addr-line>
<country>Costa Rica</country>
</aff>
<aff id="Af3">
<institution><![CDATA[,Universidad de Costa Rica Escuela de Estadística ]]></institution>
<addr-line><![CDATA[ ]]></addr-line>
<country>Costa Rica</country>
</aff>
<pub-date pub-type="pub">
<day>00</day>
<month>06</month>
<year>2021</year>
</pub-date>
<pub-date pub-type="epub">
<day>00</day>
<month>06</month>
<year>2021</year>
</pub-date>
<volume>18</volume>
<numero>2</numero>
<fpage>215</fpage>
<lpage>242</lpage>
<copyright-statement/>
<copyright-year/>
<self-uri xlink:href="http://www.scielo.sa.cr/scielo.php?script=sci_arttext&amp;pid=S1659-02012021000100215&amp;lng=en&amp;nrm=iso"></self-uri><self-uri xlink:href="http://www.scielo.sa.cr/scielo.php?script=sci_abstract&amp;pid=S1659-02012021000100215&amp;lng=en&amp;nrm=iso"></self-uri><self-uri xlink:href="http://www.scielo.sa.cr/scielo.php?script=sci_pdf&amp;pid=S1659-02012021000100215&amp;lng=en&amp;nrm=iso"></self-uri><abstract abstract-type="short" xml:lang="es"><p><![CDATA[Resumen Objetivo: evaluar los resultados de una intervención educativa grupal en diabetes mellitus tipo 2 (DM2) para determinar la capacidad de las personas participantes en el control metabólico de la enfermedad. Metodología: se realizaron diferentes análisis estadísticos; a saber, un análisis de correlación y de conglomerados mediante tres procedimientos (K medias con valores estandarizados de las variables involucradas, análisis jerárquico con variables estandarizadas) y una combinación de análisis factorial con K medias. Además, se llevó a cabo un análisis de normalización para determinar la efectividad del Programa de Intervención Nutricional en Enfermedades Crónicas. Resultados: completaron la intervención educativa 702 personas con diabetes, de las cuales la mayoría son mujeres, con edades entre 40 y 64 años. Las variables que resultaron estadísticamente significativas (p&lt;0,001) para el análisis de conglomerados fueron glicemia posprandial, glicemia en ayunas, hemoglobina glicosilada, colesterol total y triglicéridos, donde los valores promedio disminuyeron en todas las pruebas clínicas después de la intervención educativa. Por medio de la combinación del análisis factorial y el análisis de conglomerados se generaron tres grupos: DM2 control bajo, DM2 control medio y DM2 control alto. En el análisis de normalización, se determinó que la intervención educativa del Programa de Intervención Nutricional en Enfermedades Crónicas fue efectiva. Conclusión: los resultados de estudio permitirán enfocar los objetivos terapéuticos de la intervención educativa mediante acciones propias y de seguimiento del tratamiento de una manera más certera.]]></p></abstract>
<abstract abstract-type="short" xml:lang="en"><p><![CDATA[Abstract Objective: Evaluate the results of a group educational intervention in type 2 diabetes mellitus (DM2) to determine the capacity of the participants in the metabolic control of the disease. Methodology: Different statistical analyzes were performed: correlation and cluster analysis using three procedures (K means with standardized values of the variables involved, hierarchical analysis with standardized variables) and a combination of factor analysis with K means. In addition, a normalization analysis was carried out to determine the effectiveness of the Nutritional Intervention Program in Chronic Diseases. Results: 702 people with diabetes completed the educational intervention, of which the majority are women, ages between 40 and 64 years old. The variables that were statistically significant (p &lt;0.001) for the cluster analysis were postprandial glycemia, fasting glycemia, glycated hemoglobin, total cholesterol and triglycerides, where the average values decreased in all the clinical tests after the educational intervention. Three groups were generated by combining factorial analysis and cluster analysis: low control DM2, medium control DM2 and high control DM2. In the normalization analysis, it was determined that the educational intervention of the Nutritional Intervention Program in Chronic Diseases was effective. Conclusion: The results of this study will allow us to focus on the therapeutic objectives of the educational intervention through our own actions and by monitoring the treatment in a more accurate way.]]></p></abstract>
<kwd-group>
<kwd lng="es"><![CDATA[diabetes mellitus]]></kwd>
<kwd lng="es"><![CDATA[intervención educativa]]></kwd>
<kwd lng="es"><![CDATA[control metabólico]]></kwd>
<kwd lng="es"><![CDATA[análisis de conglomerados]]></kwd>
<kwd lng="es"><![CDATA[análisis factorial.]]></kwd>
<kwd lng="en"><![CDATA[diabetes mellitus]]></kwd>
<kwd lng="en"><![CDATA[educational intervention]]></kwd>
<kwd lng="en"><![CDATA[metabolic control]]></kwd>
<kwd lng="en"><![CDATA[cluster analysis]]></kwd>
<kwd lng="en"><![CDATA[factor analysis]]></kwd>
</kwd-group>
</article-meta>
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