{"id":15106,"date":"2025-06-03T13:36:00","date_gmt":"2025-06-03T13:36:00","guid":{"rendered":"https:\/\/improven.com\/?p=15106"},"modified":"2025-06-18T08:29:09","modified_gmt":"2025-06-18T08:29:09","slug":"analisis-de-datos-para-la-toma-de-decisiones-sintomas-de-una-mala-gestion-del-dato","status":"publish","type":"post","link":"https:\/\/improven.com\/cat\/transformacion-digital\/analisi-de-dades-per-a-la-presa-de-decisions-simptomes-de-una-mala-gestio-de-la-dada\/","title":{"rendered":"An\u00e0lisi de dades per a la presa de decisions (Part 1). S\u00edmptomes d'una mala gesti\u00f3 de la dada\u00a0"},"content":{"rendered":"<p>En el dia a dia de moltes organitzacions, s'escolta una vegada i una altra la mateixa queixa: <em>\u201cNo tinc la dada que necessito\u201d<\/em>, <em>\u201cAix\u00f2 no em quadra\u201d<\/em> o <em>\u201cEstem analitzant setembre a l'octubre\u201d<\/em>. Frases com aquestes reflecteixen un problema profund i com\u00fa: <strong>la falta d'una an\u00e0lisi de dades efectiu per a la presa de decisions<\/strong>.&nbsp;<\/p>\n\n\n\n<p>Aquest article, dividit en dues parts, pret\u00e9n ajudar-te a identificar aquests s\u00edmptomes, comprendre el seu origen i avan\u00e7ar cap a una soluci\u00f3 sostenible que transformi les teves dades en decisions estrat\u00e8giques. Perqu\u00e8 s\u00ed, el <strong>an\u00e0lisi de dades per a la presa de decisions<\/strong> no \u00e9s una moda; \u00e9s una necessitat urgent en la majoria d'empreses que aspiren a millorar la seva competitivitat.&nbsp;<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Quan les dades no ajuden, sin\u00f3 que generen frustraci\u00f3&nbsp;<\/h2>\n\n\n\n<p>Moltes companyies operen en un entorn on les dades existeixen\u2026 per\u00f2 no serveixen per a decidir. El problema no \u00e9s la falta de tecnologia, sin\u00f3 l <strong>falta de claredat, estructura i focus<\/strong>. Els equips directius inverteixen hores revisant fulls de c\u00e0lcul, creuant informes i rebatent conclusions. La conseq\u00fc\u00e8ncia: decisions lentes, err\u00e0tiques i amb poc impacte.&nbsp;<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Frases que delaten el caos&nbsp;<\/h3>\n\n\n\n<p>Alguns exemples reals que indiquen una mala gesti\u00f3 de la dada:&nbsp;<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u201cEse margen no me lo creo\u201d&nbsp;<\/li>\n\n\n\n<li>\u201cSempre discutim pel mateix\u201d&nbsp;<\/li>\n\n\n\n<li>\u201cNo tinc la dada que em fa falta\u201d&nbsp;<\/li>\n\n\n\n<li>\u201cEstem a l'octubre veient el tancament de setembre\u201d&nbsp;<\/li>\n\n\n\n<li>\u201cPer qu\u00e8 tenim resultats diferents per al mateix indicador\u201d &nbsp;<\/li>\n\n\n\n<li>\u201cTriguem 3 dies a preparar els informes per al comit\u00e8\u201d&nbsp;<\/li>\n<\/ul>\n\n\n\n<p>Aquests s\u00edmptomes revelen una organitzaci\u00f3 que no ha desenvolupat una <strong>cultura de la dada<\/strong>, ni una infraestructura adequada per a transformar dades en valor.&nbsp;<\/p>\n\n\n\n<div style=\"height:15px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"800\" height=\"350\" src=\"https:\/\/improven.com\/wp-content\/uploads\/2024\/03\/datos-crecimiento-improven.jpg\" alt=\"\" class=\"wp-image-8703\" style=\"object-fit:cover;width:800px;height:350px\" srcset=\"https:\/\/improven.com\/wp-content\/uploads\/2024\/03\/datos-crecimiento-improven.jpg 800w, https:\/\/improven.com\/wp-content\/uploads\/2024\/03\/datos-crecimiento-improven-300x131.jpg 300w, https:\/\/improven.com\/wp-content\/uploads\/2024\/03\/datos-crecimiento-improven-768x336.jpg 768w\" sizes=\"auto, (max-width: 800px) 100vw, 800px\" \/><\/figure>\n<\/div>\n\n\n<div style=\"height:15px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h2 class=\"wp-block-heading\">Problemes comuns que bloquegen les decisions intel\u00b7ligents&nbsp;<\/h2>\n\n\n\n<p>Darrere de cada frase frustrant, sol haver-hi una causa estructural. No es tracta nom\u00e9s d'errors puntuals, sin\u00f3 de fallades sist\u00e8miques en com es recull, interpreta i utilitza la informaci\u00f3.&nbsp;<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Informaci\u00f3 contradict\u00f2ria i KPIs poc significatius&nbsp;<\/h3>\n\n\n\n<p>Quan cada departament, s\u00f3n sitges d'informaci\u00f3 i per tant treballen amb els seus propis indicadors, i aquests no estan alineats amb els objectius del negoci, les decisions es tornen discutibles. A m\u00e9s, si els KPIs no s\u00f3n rellevants o estan mal definits, simplement <strong>no aporten valor<\/strong>.&nbsp;<\/p>\n\n\n\n<p>El resultat \u00e9s desconfian\u00e7a: es discuteix la dada m\u00e9s que la seva interpretaci\u00f3, i les decisions es dilaten.&nbsp;<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Temps mal invertit: justificant en lloc de planificar&nbsp;<\/h3>\n\n\n\n<p>Las reuniones de direcci\u00f3n muchas veces se enfocan m\u00e1s en <strong>validar la informaci\u00f3<\/strong> que en <strong>reflexionar sobre ella<\/strong>. Aix\u00f2 genera una cultura de reacci\u00f3, no d'anticipaci\u00f3. Es perd temps valu\u00f3s que podria dedicar-se a millorar l'estrat\u00e8gia, entendre al client o innovar.&nbsp;<\/p>\n\n\n\n<p>La dada en si mateix no ens aporta res, el valor aquesta en qu\u00e8 sigui capa\u00e7 d'objectivar la presa de decisions i faciliti parar a l'acci\u00f3, que \u00e9s on realment es milloren els resultats&nbsp;<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Qu\u00e8 implica fer b\u00e9 l'an\u00e0lisi de dades per a la presa de decisions&nbsp;<\/h2>\n\n\n\n<p>La soluci\u00f3 no passa \u00fanicament per incorporar eines sofisticades o grans volums de dades. El primer \u00e9s entendre que <strong>les dades han de respondre a una necessitat del negoci<\/strong> i que han d'estar disponibles de manera clara, \u00fatil i de confian\u00e7a.&nbsp;<\/p>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-9d6595d7 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<figure class=\"wp-block-image size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"800\" height=\"350\" src=\"https:\/\/improven.com\/wp-content\/uploads\/2025\/02\/Blog-Improvenelkar.jpg\" alt=\"paneles, gr\u00e1ficos y datos\" class=\"wp-image-12992\" style=\"object-fit:cover;width:420px;height:180px\" srcset=\"https:\/\/improven.com\/wp-content\/uploads\/2025\/02\/Blog-Improvenelkar.jpg 800w, https:\/\/improven.com\/wp-content\/uploads\/2025\/02\/Blog-Improvenelkar-300x131.jpg 300w, https:\/\/improven.com\/wp-content\/uploads\/2025\/02\/Blog-Improvenelkar-768x336.jpg 768w, https:\/\/improven.com\/wp-content\/uploads\/2025\/02\/Blog-Improvenelkar-18x8.jpg 18w\" sizes=\"auto, (max-width: 800px) 100vw, 800px\" \/><\/figure>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<figure class=\"wp-block-image size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"800\" height=\"350\" src=\"https:\/\/improven.com\/wp-content\/uploads\/2024\/03\/crecimento-de-datos-improven.jpg\" alt=\"crecer empresa\" class=\"wp-image-8708\" style=\"object-fit:cover;width:420px;height:180px\" srcset=\"https:\/\/improven.com\/wp-content\/uploads\/2024\/03\/crecimento-de-datos-improven.jpg 800w, https:\/\/improven.com\/wp-content\/uploads\/2024\/03\/crecimento-de-datos-improven-300x131.jpg 300w, https:\/\/improven.com\/wp-content\/uploads\/2024\/03\/crecimento-de-datos-improven-768x336.jpg 768w\" sizes=\"auto, (max-width: 800px) 100vw, 800px\" \/><\/figure>\n<\/div>\n<\/div>\n\n\n\n<h3 class=\"wp-block-heading\">Entendre primer el negoci&nbsp;<\/h3>\n\n\n\n<p>Abans de mirar gr\u00e0fics, cal tenir clares les preguntes que volem respondre:&nbsp;<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Quines decisions necessita prendre la direcci\u00f3?&nbsp;<\/li>\n\n\n\n<li>Quins processos s\u00f3n cr\u00edtics per al creixement?&nbsp;<\/li>\n\n\n\n<li>Quin valor esperen els nostres clients i com mesurem si ho lliurem?&nbsp;<\/li>\n<\/ul>\n\n\n\n<p>Aquest enteniment \u00e9s la base sobre la qual ha de construir-se qualsevol estrat\u00e8gia d'an\u00e0lisi de dades. Aquest pas \u00e9s clau per a l'\u00e8xit del projecte, si no es tenen clares les necessitats del negoci i els dolors a resoldre, per moltes dades o gr\u00e0fiques visuals que tinguem no ajudessin a millorar els resultats&nbsp;<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Triar indicadors que s\u00ed que importen&nbsp;<\/h3>\n\n\n\n<p>No tots els indicadors s\u00f3n rellevants. Cal identificar aquells que realment ajuden a millorar els serveis, reduir costos o augmentar la satisfacci\u00f3 del client. A partir d'aqu\u00ed, dissenyar una estructura de KPIs clara, transversal i alineada amb els objectius globals.&nbsp;<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Generar converses de qualitat&nbsp;<\/h3>\n\n\n\n<p>Quin \u00e9s l'objectiu d'una empresa veritablement <em>data-driven<\/em>? L'objectiu no s\u00f3n crear dashboards perqu\u00e8 quants m\u00e9s millor, sin\u00f3 els necessaris per a fomentar <strong>converses significatives<\/strong>, on tots els actors rellevants manegen la mateixa informaci\u00f3 i poden prendre decisions basades en fets, no en percepcions.&nbsp;<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">El que ve: transformar l'estrat\u00e8gia de la dada des de dins&nbsp;<\/h2>\n\n\n\n<p>Ara que hem identificat els principals s\u00edmptomes i errors comuns, \u00e9s moment de mirar cap endavant. En la <a href=\"https:\/\/improven.com\/cat\/transformacion-digital\/pilars-i-beneficis-de-una-estrategia-eficac-consultoria-de-analisi-de-dades\/\" target=\"_blank\" rel=\"noreferrer noopener\">segona part<\/a> d'aquest article parlarem de com construir una estrat\u00e8gia s\u00f2lida d'an\u00e0lisi de dades per a la presa de decisions:&nbsp;<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Els tres pilars clau per a una estrat\u00e8gia efectiva&nbsp;<\/li>\n\n\n\n<li>Com alinear persones, tecnologia i negoci&nbsp;<\/li>\n\n\n\n<li>Beneficis reals que ja estan aconseguint empreses com la teva&nbsp;<\/li>\n<\/ul>\n\n\n\n<div style=\"height:36px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p><strong>T'has sentit reflectit en algun d'aquests escenaris? Llavors no et perdis la <a href=\"https:\/\/improven.com\/cat\/transformacion-digital\/pilars-i-beneficis-de-una-estrategia-eficac-consultoria-de-analisi-de-dades\/\" target=\"_blank\" rel=\"noreferrer noopener\">continuaci\u00f3<\/a> d'aquest article. I si ja vols comen\u00e7ar a solucionar-ho\u2026<\/strong>&nbsp;<\/p>\n\n\n\n<p><strong>Ens asseiem i <a href=\"https:\/\/improven.com\/cat\/contacte\/\" target=\"_blank\" rel=\"noreferrer noopener\">parlem<\/a>! Ens encantar\u00e0 escoltar les teves necessitats i veure com et podem ajudar.<\/strong><\/p>","protected":false},"excerpt":{"rendered":"<p>En el d\u00eda a d\u00eda de muchas organizaciones, se escucha una y otra vez la misma queja: \u201cNo tengo el dato que necesito\u201d, \u201cEso no me cuadra\u201d o \u201cEstamos analizando septiembre en octubre\u201d. Frases como estas reflejan un problema profundo y com\u00fan: la falta de un an\u00e1lisis de datos efectivo para la toma de decisiones.&nbsp; [&hellip;]<\/p>","protected":false},"author":42,"featured_media":15108,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[131,25],"tags":[],"class_list":["post-15106","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-articulo","category-transformacion-digital"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v21.2 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>S\u00edntomas de una mala gesti\u00f3n del dato - Improven<\/title>\n<meta name=\"description\" content=\"Descubre los s\u00edntomas comunes de una mala gesti\u00f3n del dato y c\u00f3mo el an\u00e1lisis de datos para la toma de decisiones puede ayudarte.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/improven.com\/cat\/transformacion-digital\/analisi-de-dades-per-a-la-presa-de-decisions-simptomes-de-una-mala-gestio-de-la-dada\/\" \/>\n<meta property=\"og:locale\" content=\"ca_ES\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"S\u00edntomas de una mala gesti\u00f3n del dato - 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