{"id":81765,"date":"2025-06-10T09:38:28","date_gmt":"2025-06-10T09:38:28","guid":{"rendered":"https:\/\/www.cofb.org\/?p=81765"},"modified":"2025-07-15T06:33:44","modified_gmt":"2025-07-15T06:33:44","slug":"bioestadistica-metodologia-de-recerca-i-generacio-de-resultats-aplicacio-practica-de-jamovi-nova-formacio-al-cofb","status":"publish","type":"post","link":"https:\/\/www.cofb.org\/es\/2025\/06\/10\/bioestadistica-metodologia-de-recerca-i-generacio-de-resultats-aplicacio-practica-de-jamovi-nova-formacio-al-cofb\/","title":{"rendered":"&quot;Bioestad\u00edstica, metodolog\u00eda de investigaci\u00f3n y generaci\u00f3n de resultados. Aplicaci\u00f3n pr\u00e1ctica de Jamovi&quot;, nueva formaci\u00f3n en el COFB"},"content":{"rendered":"<p>Durante los meses de marzo, abril y mayo, el <strong>Col\u00b7legi de Farmac\u00e8utics de Barcelona (COFB)<\/strong>, con la colaboraci\u00f3n de la <a href=\"https:\/\/www.scfarmclin.org\/\" target=\"_blank\" rel=\"noreferrer noopener\"><strong>Sociedad Catalana de Farmacia Cl\u00ednica (SCFC)<\/strong><\/a> organiz\u00f3 la formaci\u00f3n <strong>&quot;Bioestad\u00edstica, metodolog\u00eda de investigaci\u00f3n y generaci\u00f3n de resultados. Aplicaci\u00f3n pr\u00e1ctica de Jamovi&quot;<\/strong>, con el patrocinio de <a href=\"https:\/\/www.lundbeck.com\/es\" target=\"_blank\" rel=\"noreferrer noopener\">Lundbeck<\/a>. Las sesiones fueron impartidas por <strong>Manuel G\u00f3mez<\/strong>, doctor en Farmacia, licenciado en Econ\u00f3micas, m\u00e1ster en T\u00e9cnicas Actuales de Estad\u00edstica Aplicada, gerente de Evaluaci\u00f3n Econ\u00f3mica y Bioestad\u00edstica en Pharmacoeconomics &amp; Outcomes Research Iberia (PORIB) y profesor de Bioestad\u00edstica; y <strong>Alberto de la Cuadra<\/strong>, farmac\u00e9utico, m\u00e1ster en Monitorizaci\u00f3n de Ensayos Cl\u00ednicos y en Evaluaci\u00f3n Econ\u00f3mica e Investigaci\u00f3n de Resultados en Salud y M\u00e1ster en Bioestad\u00edstica Aplicada a Ciencias de la Salud y especialista en Evaluaci\u00f3n Econ\u00f3mica de Intervenciones sanitarias en Pharmacoeconomics &amp; Outcomes Research Iberia (PORIB). La formaci\u00f3n fue coordinada por los vocales del COFB <strong>David Conde<\/strong>, vocal de Hospitales, <strong>Cristina Morales<\/strong>, vocal de Atenci\u00f3n Primaria, y <strong>M. Rosa Ballester<\/strong>, vocal de Investigaci\u00f3n y Docencia.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><a href=\"https:\/\/www.cofb.org\/wp-content\/uploads\/2025\/07\/COFB_BIOESTADISTICA_03072025_1-scaled.jpg\" target=\"_blank\" rel=\" noreferrer noopener\"><img fetchpriority=\"high\" decoding=\"async\" width=\"1024\" height=\"607\" src=\"https:\/\/www.cofb.org\/wp-content\/uploads\/2025\/07\/COFB_BIOESTADISTICA_03072025_1-1024x607.jpg\" alt=\"\" class=\"wp-image-81772\" srcset=\"https:\/\/www.cofb.org\/wp-content\/uploads\/2025\/07\/COFB_BIOESTADISTICA_03072025_1-1024x607.jpg 1024w, https:\/\/www.cofb.org\/wp-content\/uploads\/2025\/07\/COFB_BIOESTADISTICA_03072025_1-300x178.jpg 300w, https:\/\/www.cofb.org\/wp-content\/uploads\/2025\/07\/COFB_BIOESTADISTICA_03072025_1-768x455.jpg 768w, https:\/\/www.cofb.org\/wp-content\/uploads\/2025\/07\/COFB_BIOESTADISTICA_03072025_1-1536x910.jpg 1536w, https:\/\/www.cofb.org\/wp-content\/uploads\/2025\/07\/COFB_BIOESTADISTICA_03072025_1-2048x1214.jpg 2048w, https:\/\/www.cofb.org\/wp-content\/uploads\/2025\/07\/COFB_BIOESTADISTICA_03072025_1-18x12.jpg 18w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/a><\/figure>\n\n\n\n<p>Los <strong>objetivos <\/strong>de la formaci\u00f3n fueron comprender que <strong>la evidencia cient\u00edfica<\/strong> es un concepto integrado que depende del conocimiento actual, conocer la importancia de la <strong>calidad de la evidencia en la toma de decisiones en salud<\/strong>, saber cu\u00e1les son las <strong>caracter\u00edsticas b\u00e1sicas de los Ensayos Cl\u00ednicos, Metaan\u00e1lisis y <em>Real World Evidence<\/em> (RWE)<\/strong>, revisar los <strong>conceptos b\u00e1sicos de bioestad\u00edstica aplicada<\/strong> y saber hacer una <strong>an\u00e1lisis de bioestad\u00edstica con Jamovi y PSPP<\/strong> (estad\u00edstica amigable).<\/p>\n\n\n\n<p>A lo largo de las cuatro jornadas, Manuel G\u00f3mez y Alberto de la Cuadra profundizaron, en un primer bloque, en <strong>la evidencia cient\u00edfica y dise\u00f1o de estudios<\/strong>. &quot;Con la evidencia cient\u00edfica lo que estamos buscando es poder determinar una relaci\u00f3n causa-efecto de una forma cre\u00edble&quot;, indic\u00f3 G\u00f3mez. Para ello existen m\u00faltiples herramientas, una de ellas se llama estad\u00edstica y tiene un problema: \u201c<strong>la estad\u00edstica sabe que se equivoca a lo sumo un 5% de las veces, pero no sabe si se ha equivocado en una vez determinada\u201d. <\/strong>El farmac\u00e9utico comparti\u00f3 diferentes fuentes de evidencia cient\u00edfica, diferentes m\u00e9todos epidemiol\u00f3gicos y detall\u00f3 c\u00f3mo realizar un dise\u00f1o, as\u00ed como las caracter\u00edsticas de los ensayos cl\u00ednicos.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><a href=\"https:\/\/www.cofb.org\/wp-content\/uploads\/2025\/07\/COFB_BIOESTADISTICA_03072025_3-scaled.jpg\" target=\"_blank\" rel=\" noreferrer noopener\"><img decoding=\"async\" width=\"1024\" height=\"586\" src=\"https:\/\/www.cofb.org\/wp-content\/uploads\/2025\/07\/COFB_BIOESTADISTICA_03072025_3-1024x586.jpg\" alt=\"Manuel G\u00f3mez en un moment de la seva intervenci\u00f3. \" class=\"wp-image-81774\" srcset=\"https:\/\/www.cofb.org\/wp-content\/uploads\/2025\/07\/COFB_BIOESTADISTICA_03072025_3-1024x586.jpg 1024w, https:\/\/www.cofb.org\/wp-content\/uploads\/2025\/07\/COFB_BIOESTADISTICA_03072025_3-300x172.jpg 300w, https:\/\/www.cofb.org\/wp-content\/uploads\/2025\/07\/COFB_BIOESTADISTICA_03072025_3-768x440.jpg 768w, https:\/\/www.cofb.org\/wp-content\/uploads\/2025\/07\/COFB_BIOESTADISTICA_03072025_3-1536x880.jpg 1536w, https:\/\/www.cofb.org\/wp-content\/uploads\/2025\/07\/COFB_BIOESTADISTICA_03072025_3-2048x1173.jpg 2048w, https:\/\/www.cofb.org\/wp-content\/uploads\/2025\/07\/COFB_BIOESTADISTICA_03072025_3-18x10.jpg 18w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/a><figcaption class=\"wp-element-caption\">Manuel G\u00f3mez en un momento de su intervenci\u00f3n. <\/figcaption><\/figure>\n\n\n\n<p>Por otra parte, los ponentes expusieron algunos estudios epidemiol\u00f3gicos basados en <strong><em>Real World Evidence <\/em>(RWE). <\/strong>En este sentido, diferenciaron entre los ensayos cl\u00ednicos y los estudios epidemiol\u00f3gicos, indicaron las debilidades y fortalezas, definieron los conceptos <em>Real World Data <\/em>(RWD) y <em>Real World Evidence<\/em> (RWE) y revisaron diferentes estudios relacionados. <strong>&quot;Lo que debemos tener claro es que la evidencia cient\u00edfica incluye ambas tipolog\u00edas de dise\u00f1os, ya que son complementarias&quot;<\/strong>, aseguraron.<\/p>\n\n\n\n<p>Sin embargo, abordaron la <strong>metaan\u00e1lisis<\/strong>, que <strong>&quot;es una agregaci\u00f3n de estudios, que permiten juntar estudios de calidad similares y con una elevada consistencia interna entre ellos&quot;<\/strong>. El objetivo de estos estudios, seg\u00fan comentaron, &quot;es dar una respuesta m\u00e1s potente (con un mayor nivel de evidencia) a un problema&quot;. La finalidad de las agregaciones de los estudios es aportar soluciones a un problema tomando de forma conjunta distintos estudios similares.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>Bioestad\u00edstica amigable<\/strong><\/h2>\n\n\n\n<p>En un segundo bloque, los ponentes abordaron la <strong>bioestad\u00edstica amigable. <\/strong>En este sentido, los farmac\u00e9uticos profundizaron en la descriptiva, muestreo y estimaci\u00f3n por intervalos de confianza. Tambi\u00e9n expusieron c\u00f3mo comparar las proporciones y explicaron las pruebas chi cuadrada, as\u00ed como las medidas, las pruebas T de Student, ANOVA y los equivalentes no param\u00e9tricos.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><a href=\"https:\/\/www.cofb.org\/wp-content\/uploads\/2025\/07\/COFB_BIOESTADISTICA_03072025_5-scaled.jpg\" target=\"_blank\" rel=\" noreferrer noopener\"><img decoding=\"async\" width=\"1024\" height=\"571\" src=\"https:\/\/www.cofb.org\/wp-content\/uploads\/2025\/07\/COFB_BIOESTADISTICA_03072025_5-1024x571.jpg\" alt=\"\" class=\"wp-image-81791\" srcset=\"https:\/\/www.cofb.org\/wp-content\/uploads\/2025\/07\/COFB_BIOESTADISTICA_03072025_5-1024x571.jpg 1024w, https:\/\/www.cofb.org\/wp-content\/uploads\/2025\/07\/COFB_BIOESTADISTICA_03072025_5-300x167.jpg 300w, https:\/\/www.cofb.org\/wp-content\/uploads\/2025\/07\/COFB_BIOESTADISTICA_03072025_5-768x428.jpg 768w, https:\/\/www.cofb.org\/wp-content\/uploads\/2025\/07\/COFB_BIOESTADISTICA_03072025_5-1536x857.jpg 1536w, https:\/\/www.cofb.org\/wp-content\/uploads\/2025\/07\/COFB_BIOESTADISTICA_03072025_5-2048x1143.jpg 2048w, https:\/\/www.cofb.org\/wp-content\/uploads\/2025\/07\/COFB_BIOESTADISTICA_03072025_5-18x10.jpg 18w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/a><figcaption class=\"wp-element-caption\">Alberto de la Cuadra durante su exposici\u00f3n.<\/figcaption><\/figure>\n\n\n\n<p>Por \u00faltimo, los expertos en bioestad\u00edstica hablaron sobre la <strong>correlaci\u00f3n y regresi\u00f3n lineal simple y otros modelos de regresi\u00f3n<\/strong>, que se utilizan para conocer la relaci\u00f3n entre dos variables cuantitativas.<\/p>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-28f84493 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:66.66%\"><\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:33.33%\">\n<p class=\"has-text-align-right\"><strong>Con la colaboraci\u00f3n de:<\/strong><\/p>\n\n\n\n<figure class=\"wp-block-image alignright size-full is-resized\"><a href=\"https:\/\/www.scfarmclin.org\/\" target=\"_blank\" rel=\" noreferrer noopener\"><img loading=\"lazy\" decoding=\"async\" width=\"512\" height=\"332\" src=\"https:\/\/www.cofb.org\/wp-content\/uploads\/2024\/07\/Societat-Catalana-de-Farmacia-Clinica-SCFC_logo_transparent.png\" alt=\"\" class=\"wp-image-78757\" style=\"width:190px;height:auto\" srcset=\"https:\/\/www.cofb.org\/wp-content\/uploads\/2024\/07\/Societat-Catalana-de-Farmacia-Clinica-SCFC_logo_transparent.png 512w, https:\/\/www.cofb.org\/wp-content\/uploads\/2024\/07\/Societat-Catalana-de-Farmacia-Clinica-SCFC_logo_transparent-300x195.png 300w, https:\/\/www.cofb.org\/wp-content\/uploads\/2024\/07\/Societat-Catalana-de-Farmacia-Clinica-SCFC_logo_transparent-18x12.png 18w\" sizes=\"(max-width: 512px) 100vw, 512px\" \/><\/a><\/figure>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-28f84493 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:66.66%\"><\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:33.33%\">\n<p class=\"has-text-align-right\"><strong>Con el patrocinio de:<\/strong><\/p>\n\n\n\n<figure class=\"wp-block-image alignright size-large is-resized\"><a href=\"https:\/\/www.lundbeck.com\/es\" target=\"_blank\" rel=\" noreferrer noopener\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"512\" src=\"https:\/\/www.cofb.org\/wp-content\/uploads\/2025\/07\/LUNDBECK_transparent_2025-1024x512.png\" alt=\"\" class=\"wp-image-81767\" style=\"width:250px;height:auto\" srcset=\"https:\/\/www.cofb.org\/wp-content\/uploads\/2025\/07\/LUNDBECK_transparent_2025-1024x512.png 1024w, https:\/\/www.cofb.org\/wp-content\/uploads\/2025\/07\/LUNDBECK_transparent_2025-300x150.png 300w, https:\/\/www.cofb.org\/wp-content\/uploads\/2025\/07\/LUNDBECK_transparent_2025-768x384.png 768w, https:\/\/www.cofb.org\/wp-content\/uploads\/2025\/07\/LUNDBECK_transparent_2025-1536x768.png 1536w, https:\/\/www.cofb.org\/wp-content\/uploads\/2025\/07\/LUNDBECK_transparent_2025-2048x1024.png 2048w, https:\/\/www.cofb.org\/wp-content\/uploads\/2025\/07\/LUNDBECK_transparent_2025-18x9.png 18w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/a><\/figure>\n<\/div>\n<\/div>\n\n\n\n<p class=\"has-text-align-right\"><\/p>\n\n\n\n<p><\/p>","protected":false},"excerpt":{"rendered":"<p>Durante los meses de marzo, abril y mayo, el Colegio de Farmac\u00e9uticos de Barcelona (COFB), con la colaboraci\u00f3n de la Sociedad Catalana de Farmacia Cl\u00ednica (SCFC) organiz\u00f3 la formaci\u00f3n &quot;Bioestad\u00edstica, metodolog\u00eda de investigaci\u00f3n y generaci\u00f3n de resultados. Aplicaci\u00f3n pr\u00e1ctica de Jamovi&quot;, con el patrocinio de Lundbeck. Las sesiones van [\u2026]<\/p>","protected":false},"author":3,"featured_media":81772,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_uag_custom_page_level_css":"","site-sidebar-layout":"default","site-content-layout":"","ast-site-content-layout":"default","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"disabled","footer-sml-layout":"","theme-transparent-header-meta":"","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"set","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"ast-content-background-meta":{"desktop":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"footnotes":""},"categories":[23,57],"tags":[18,19,5034,53,68,5403,4891,4892,286,129],"class_list":["post-81765","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-destacats","category-mon-collegial","tag-cofb","tag-collegi-de-farmaceutics-de-barcelona","tag-evidencia-cientifica","tag-farmaceutics","tag-farmacia","tag-metaanalisi","tag-real-world-data","tag-real-world-data-rwd","tag-societat-catalana-de-farmacia-clinica","tag-societat-catalana-de-farmacia-clinica-scfc"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v22.4 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>\u201cBioestad\u00edstica, metodologia de recerca i generaci\u00f3 de resultats. Aplicaci\u00f3 pr\u00e0ctica de Jamovi\u201d, nova formaci\u00f3 al COFB - Col\u00b7legi de Farmac\u00e8utics de Barcelona<\/title>\n<meta name=\"description\" content=\"Durant els mesos de mar\u00e7, abril i maig, el COFB, amb la col\u00b7laboraci\u00f3 de la SCFC va organitzar la formaci\u00f3 \u201cBioestad\u00edstica, metodologia de recerca i generaci\u00f3 de resultats. Aplicaci\u00f3 pr\u00e0ctica de Jamovi\u201d\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.cofb.org\/es\/2025\/06\/10\/bioestadistica-metodologia-de-recerca-i-generacio-de-resultats-aplicacio-practica-de-jamovi-nova-formacio-al-cofb\/\" \/>\n<meta property=\"og:locale\" content=\"es_ES\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"\u201cBioestad\u00edstica, metodologia de recerca i generaci\u00f3 de resultats. 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