<?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>1409-2433</journal-id>
<journal-title><![CDATA[Revista de Matemática Teoría y Aplicaciones]]></journal-title>
<abbrev-journal-title><![CDATA[Rev. Mat]]></abbrev-journal-title>
<issn>1409-2433</issn>
<publisher>
<publisher-name><![CDATA[Centro de Investigaciones en Matemática Pura y Aplicada (CIMPA) y Escuela de Matemática, San José, Costa Rica.]]></publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id>S1409-24332013000200011</article-id>
<title-group>
<article-title xml:lang="es"><![CDATA[Retos para la enseñanza y la formación de profesores de estadística en México]]></article-title>
<article-title xml:lang="en"><![CDATA[Challenges for statistics teaching and teacher&#8217;s training in Mexico]]></article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Hernández González]]></surname>
<given-names><![CDATA[Sergio]]></given-names>
</name>
<xref ref-type="aff" rid="A01"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Ruiz Hernández]]></surname>
<given-names><![CDATA[Blanca]]></given-names>
</name>
<xref ref-type="aff" rid="A02"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Pinto Sosa]]></surname>
<given-names><![CDATA[Jesús E.]]></given-names>
</name>
<xref ref-type="aff" rid="A03"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Albert Huerta]]></surname>
<given-names><![CDATA[J. Armando]]></given-names>
</name>
</contrib>
</contrib-group>
<aff id="A01">
<institution><![CDATA[,Universidad Veracruzana Departamento de Estadística ]]></institution>
<addr-line><![CDATA[ Xalapa]]></addr-line>
<country>México</country>
</aff>
<aff id="A02">
<institution><![CDATA[,Instituto Tecnológico y de Estudios Superiores de Monterrey (ITESM) Departamento de Matemáticas ]]></institution>
<addr-line><![CDATA[ Monterrey]]></addr-line>
<country>México</country>
</aff>
<aff id="A03">
<institution><![CDATA[,Universidad Autónoma de Yucatán Facultad de Educación ]]></institution>
<addr-line><![CDATA[ Mérida]]></addr-line>
<country>México</country>
</aff>
<pub-date pub-type="pub">
<day>00</day>
<month>12</month>
<year>2013</year>
</pub-date>
<pub-date pub-type="epub">
<day>00</day>
<month>12</month>
<year>2013</year>
</pub-date>
<volume>20</volume>
<numero>2</numero>
<fpage>257</fpage>
<lpage>273</lpage>
<copyright-statement/>
<copyright-year/>
<self-uri xlink:href="http://www.scielo.sa.cr/scielo.php?script=sci_arttext&amp;pid=S1409-24332013000200011&amp;lng=en&amp;nrm=iso"></self-uri><self-uri xlink:href="http://www.scielo.sa.cr/scielo.php?script=sci_abstract&amp;pid=S1409-24332013000200011&amp;lng=en&amp;nrm=iso"></self-uri><self-uri xlink:href="http://www.scielo.sa.cr/scielo.php?script=sci_pdf&amp;pid=S1409-24332013000200011&amp;lng=en&amp;nrm=iso"></self-uri><abstract abstract-type="short" xml:lang="es"><p><![CDATA[En este trabajo se trata la problemática que se tiene en la formación y actualización docente en la enseñanza de la Probabilidad y de la Estadística en la educación superior en México. Se aborda desde cuatro enfoques: a) la caracterización y formación de profesores que impulse el desarrollo e implementación de reformas en el currículo de la enseñanza de la Estadística; b) retos del profesor en la enseñanza de la Estadística universitaria; c) las nuevas reformas curriculares y de enfoque de la enseñanza de la Estadística que proponen el desarrollo de un aprendizaje basado en proyectos con el uso de software estadístico apropiado, y d) la innovación educativa como un cuerpo de conocimiento en desarrollo, mediante el cual se promueve la conformación de redes de profesores que favorezcan el surgimiento de innovaciones reales. A partir de estas perspectivas, se plantean los retos que enfrentan la enseñanza y formación de profesores de Estadística.]]></p></abstract>
<abstract abstract-type="short" xml:lang="en"><p><![CDATA[This work will cover the problems that are found in teacher training and professional development in Probability and Statistics in higher education in Mexico. It will be approached through four focuses: a) the characterization and training of teachers that drive the development and implementation of curriculum reforms in the teaching of Statistics; b) challenges of teachers in the instruction of university-level Statistics; c) new curricular reforms with respect to the instruction of Statistics that propose the development of a learning based in projects through the use of appropriate statistical software, and d) educational innovation as a body of knowledge in development, by which the shaping of networks consisting of professors who favor the emergence of real innovation is brought about. Starting from these perspectives, the challenges confronted in the teaching and training of Statistics professors will be proposed.]]></p></abstract>
<kwd-group>
<kwd lng="es"><![CDATA[actualización docente]]></kwd>
<kwd lng="es"><![CDATA[formación de profesores]]></kwd>
<kwd lng="es"><![CDATA[enseñanza de la Estadística]]></kwd>
<kwd lng="en"><![CDATA[teacher professional development]]></kwd>
<kwd lng="en"><![CDATA[teacher training]]></kwd>
<kwd lng="en"><![CDATA[teaching of Statistics]]></kwd>
</kwd-group>
</article-meta>
</front><body><![CDATA[ <div style="text-align: justify;">     <div style="text-align: center;"><font style="font-weight: bold;"  size="4"><span style="font-family: verdana;">Retos para la ense&ntilde;anza y la formaci&oacute;n de profesores de estad&iacute;stica en M&eacute;xico</span></font><br  style="font-family: verdana; font-weight: bold;"> <br style="font-family: verdana; font-weight: bold;"> <font style="font-weight: bold;" size="4"><span  style="font-family: verdana;">Challenges for statistics teaching and teacher&#8217;s training in Mexico</span></font><br  style="font-family: verdana;"> </div> <br style="font-family: verdana;">     <div style="text-align: center;"><font size="2"><span  style="font-family: verdana;">Sergio Hern&aacute;ndez Gonz&aacute;lez<sup><a href="#1">*</a><a name="5"></a>+</sup>, Blanca Ruiz Hern&aacute;ndez<sup><a href="#2">&#8224;</a><a name="6"></a>+</sup>, Jes&uacute;s E. Pinto Sosa<sup><a href="#3">&#8225;</a><a name="7"></a>+</sup></span></font><font  size="2"><span style="font-family: verdana;">, J. Armando Albert Huerta<sup><a href="#4">&sect;</a><a name="8"></a>+</sup></span></font><br  style="font-family: verdana;"> </div> <font size="2"><span style="font-family: verdana;"></span></font><font  size="2"><span style="font-family: verdana;">     <br> </span></font><font size="2"><span style="font-family: verdana;"><a  name="Correspondencia2"></a>*<a href="#Correspondencia1">Direcci&oacute;n para correspondencia:</a><br style="font-family: verdana;"> </span></font> <hr style="width: 100%; height: 2px;"><font size="3"><span  style="font-family: verdana; font-weight: bold;">Resumen</span></font><br  style="font-family: verdana;"> <br style="font-family: verdana;"> <font size="2"><span style="font-family: verdana;">En este trabajo se trata la problem&aacute;tica que se tiene en la formaci&oacute;n y actualizaci&oacute;n docente en la ense&ntilde;anza de la Probabilidad y de la Estad&iacute;stica en la educaci&oacute;n superior en M&eacute;xico. Se aborda desde cuatro enfoques: a) la caracterizaci&oacute;n y formaci&oacute;n de profesores que impulse el desarrollo e implementaci&oacute;n de reformas en el curr&iacute;culo de la ense&ntilde;anza de la Estad&iacute;stica; b) retos del profesor en la ense&ntilde;anza de la Estad&iacute;stica universitaria; c) las nuevas reformas curriculares y de enfoque de la ense&ntilde;anza de la Estad&iacute;stica que proponen el desarrollo de un aprendizaje basado en proyectos con el uso de software estad&iacute;stico apropiado, y d) la innovaci&oacute;n educativa como un cuerpo de conocimiento en desarrollo, mediante el cual se promueve la conformaci&oacute;n de redes de profesores que favorezcan el surgimiento de innovaciones reales. A partir de estas perspectivas, se plantean los retos que enfrentan la ense&ntilde;anza y formaci&oacute;n de profesores de Estad&iacute;stica.</span></font><br style="font-family: verdana;"> <br style="font-family: verdana;"> <font size="2"><span style="font-family: verdana;"><span  style="font-weight: bold;">Palabras clave: </span>actualizaci&oacute;n docente, formaci&oacute;n de profesores, ense&ntilde;anza de la Estad&iacute;stica.</span></font><br  style="font-family: verdana;"> <br style="font-family: verdana;"> <font size="3"><span style="font-family: verdana; font-weight: bold;">Abstract</span></font><br  style="font-family: verdana;"> <br style="font-family: verdana;"> <font size="2"><span style="font-family: verdana;">This work will cover the problems that are found in teacher training and professional development in Probability and Statistics in higher education in Mexico. It will be approached through four focuses: a) the characterization and training of teachers that drive the development and implementation of curriculum reforms in the teaching of Statistics; b) challenges of teachers in the instruction of university-level Statistics; c) new curricular reforms with respect to the instruction of Statistics that propose the development of a learning based in projects through the use of appropriate statistical software, and d) educational innovation as a body of knowledge in development, by which the shaping of networks consisting of professors who favor the emergence of real innovation is brought about. Starting from these perspectives, the challenges confronted in the teaching and training of Statistics professors will be proposed.</span></font><br style="font-family: verdana;"> <br style="font-family: verdana;"> <font size="2"><span style="font-family: verdana;"><span  style="font-weight: bold;">Keywords:</span> teacher professional development, teacher training, teaching</span></font><font size="2"><span  style="font-family: verdana;"> of Statistics.</span></font><br  style="font-family: verdana;"> <br style="font-family: verdana;"> <font size="2"><span style="font-family: verdana;"><span  style="font-weight: bold;">Mathematics Subject Classification:</span> 97C70.</span></font><br style="font-family: verdana;"> <hr style="width: 100%; height: 2px;"><span  style="color: rgb(0, 0, 0); font-family: verdana; font-size: small; font-style: normal; font-variant: normal; font-weight: normal; letter-spacing: normal; line-height: normal; text-align: justify; text-indent: 0px; text-transform: none; white-space: normal; word-spacing: 0px; background-color: rgb(255, 255, 255); display: inline ! important; float: none;">    <br> Ver contenido disponible en pdf<span class="Apple-converted-space">     <br>     <br> </span></span> <hr style="width: 100%; height: 2px;">    <!-- ref --><br> <font size="3"><span style="font-family: verdana; font-weight: bold;">Referencias</span></font><br  style="font-family: verdana;"> <br style="font-family: verdana;"> <font size="2"><span style="font-family: verdana;">[1] Alarc&oacute;n, J. 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(2011) &#8220;Algunas reflexiones acerca del conocimiento pedag&oacute;gico disciplinar del profesor de Estad&iacute;stica&#8221;, <span style="font-style: italic;">Didac </span>56-57, M&eacute;xico: 9&#8211;14.    &nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;[&#160;<a href="javascript:void(0);" onclick="javascript: window.open('/scielo.php?script=sci_nlinks&ref=1957792&pid=S1409-2433201300020001100025&lng=','','width=640,height=500,resizable=yes,scrollbars=1,menubar=yes,');">Links</a>&#160;]<!-- end-ref --><br>     <br> <a name="Correspondencia1"></a><a href="#Correspondencia2">*</a>Correspondencia a:    <br> </span></font><font size="2"><span style="font-family: verdana;"></span></font><font  size="2"><span style="font-family: verdana;"></span></font><font  size="2"><span style="font-family: verdana;">Sergio Hern&aacute;ndez Gonz&aacute;lez. </span></font><font size="2"><span  style="font-family: verdana;">Departamento de Estad&iacute;stica, Universidad Veracruzana, Xalapa, M&eacute;xico. E-Mail: sehernandez@uv.mx</span></font><br style="font-family: verdana;"> <font size="2"><span style="font-family: verdana;">Blanca Ruiz Hern&aacute;ndez. </span></font><font size="2"><span  style="font-family: verdana;">Departamento de Matem&aacute;ticas, Instituto Tecnol&oacute;gico y de Estudios Superiores de Monterrey (ITESM), Monterrey, M&eacute;xico. E-Mail: bruiz@itesm.mx</span></font><br style="font-family: verdana;"> <font size="2"><span style="font-family: verdana;">Jes&uacute;s E. Pinto Sosa. </span></font><font size="2"><span style="font-family: verdana;">Facultad de Educaci&oacute;n, Universidad Aut&oacute;noma de Yucat&aacute;n, M&eacute;rida, M&eacute;xico. EMail: psosa@uady.mx</span></font><br  style="font-family: verdana;"> <font size="2"><span style="font-family: verdana;">J. Armando Albert Huerta. </span></font><font size="2"><span  style="font-family: verdana;">Misma direcci&oacute;n que/Same address as: B. Ru&iacute;z. E-Mail: albert@itesm.mx</span></font><font  size="2"><span style="font-family: verdana;">    <br> </span></font><font size="2"><span style="font-family: verdana;"><a  name="1"></a><a href="#5">*</a>Departamento de Estad&iacute;stica, Universidad Veracruzana, Xalapa, M&eacute;xico. E-Mail: sehernandez@uv.mx</span></font><br style="font-family: verdana;"> <font size="2"> <span style="font-family: verdana;"><a name="2"></a><a href="#6">&#8224;</a>Departamento de Matem&aacute;ticas, Instituto Tecnol&oacute;gico y de Estudios Superiores de Monterrey (ITESM), Monterrey, M&eacute;xico. E-Mail: bruiz@itesm.mx</span></font><br style="font-family: verdana;"> <font size="2"> <span style="font-family: verdana;"><a name="3"></a><a href="#7">&#8225;</a>Facultad de Educaci&oacute;n, Universidad Aut&oacute;noma de Yucat&aacute;n, M&eacute;rida, M&eacute;xico. EMail: psosa@uady.mx</span></font><br  style="font-family: verdana;"> <font size="2"> <span style="font-family: verdana;"><a name="4"></a><a href="#8">&sect;</a>Misma direcci&oacute;n que/Same address as: B. Ru&iacute;z. E-Mail: albert@itesm.mx</span></font><font  size="2"><span style="font-family: verdana;"></span></font><font  size="2"><span style="font-family: verdana;"></span></font><br  style="font-family: verdana;"> <hr style="width: 100%; height: 2px;">     <div style="text-align: center;"><font style="font-weight: bold;"  size="2"><span style="font-family: verdana;">Received: 24/Feb/2012; Revised: 16/May/2013; Accepted: 20/May/2013</span></font><br  style="font-family: verdana;"> </div> </div>      ]]></body><back>
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