{"id":2801,"date":"2025-10-24T00:24:51","date_gmt":"2025-10-23T22:24:51","guid":{"rendered":"https:\/\/edukia.org\/?p=2801"},"modified":"2025-11-06T21:05:35","modified_gmt":"2025-11-06T20:05:35","slug":"la-ia-al-servei-de-lanalisi-qualitativa-descobrir-histories-a-partir-de-veus","status":"publish","type":"post","link":"https:\/\/edukia.org\/ca\/la-ia-al-servei-de-lanalisi-qualitativa-descobrir-histories-a-partir-de-veus\/","title":{"rendered":"La IA al servei de l&#039;an\u00e0lisi qualitativa: descobrir hist\u00f2ries a partir de veus"},"content":{"rendered":"<div class=\"fusion-fullwidth fullwidth-box fusion-builder-row-1 fusion-flex-container nonhundred-percent-fullwidth non-hundred-percent-height-scrolling\" style=\"--awb-border-radius-top-left:0px;--awb-border-radius-top-right:0px;--awb-border-radius-bottom-right:0px;--awb-border-radius-bottom-left:0px;--awb-flex-wrap:wrap;\" ><div class=\"fusion-builder-row fusion-row fusion-flex-align-items-flex-start fusion-flex-content-wrap\" style=\"max-width:1310.4px;margin-left: calc(-4% \/ 2 );margin-right: calc(-4% \/ 2 );\"><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-0 fusion_builder_column_1_1 1_1 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:100%;--awb-margin-top-large:0px;--awb-spacing-right-large:1.92%;--awb-margin-bottom-large:0px;--awb-spacing-left-large:1.92%;--awb-width-medium:100%;--awb-spacing-right-medium:1.92%;--awb-spacing-left-medium:1.92%;--awb-width-small:100%;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-text fusion-text-1\"><p data-start=\"247\" data-end=\"720\">Al m\u00f3n de la investigaci\u00f3 social, les dades no sempre es mesuren amb n\u00fameros. Sovint s\u00f3n entrevistes, grups focals, enquestes obertes, diaris o textos que expliquen experi\u00e8ncies. Aquest tipus d&#039;informaci\u00f3, coneguda com a \u201cqualitativa\u201d, exigeix un altre tipus de mirada: m\u00e9s interpretativa, m\u00e9s propera al context hum\u00e0. Avui, la intel\u00b7lig\u00e8ncia artificial (IA) est\u00e0 transformant com gestionem, analitzem i entenem aquests materials, sense deixar de banda all\u00f2 hum\u00e0.<\/p>\n<hr data-start=\"722\" data-end=\"725\" \/>\n<h3 data-start=\"727\" data-end=\"784\">\ud83e\udd16 Qu\u00e8 pot fer la IA a l&#039;an\u00e0lisi qualitativa?<\/h3>\n<p data-start=\"786\" data-end=\"836\">Amb eines de IA, els investigadors poden:<\/p>\n<ul data-start=\"838\" data-end=\"1615\">\n<li data-start=\"838\" data-end=\"1180\">\n<p data-start=\"840\" data-end=\"1180\">Processar volums grans de dades qualitatives (moltes entrevistes, respostes obertes) en molt menys temps que abans. Per exemple, estudis mostren que m\u00e8todes machine-assisted topic analysis (MATA) van aconseguir resultats molt similars a l&#039;an\u00e0lisi manual, amb un estalvi significatiu de temps<span class=\"\" data-state=\"closed\"><span class=\"ms-1 inline-flex max-w-full items-center relative top-&#091;-0.094rem&#093; animate-&#091;show_150ms_ease-in&#093;\" data-testid=\"webpage-citation-pill\"> (<a class=\"flex h-4.5 overflow-hidden rounded-xl px-2 text-&#091;9px&#093; font-medium transition-colors duration-150 ease-in-out text-token-text-secondary! bg-&#091;#F4F4F4&#093;! dark:bg-&#091;#303030&#093;!\" href=\"https:\/\/pmc.ncbi.nlm.nih.gov\/articles\/PMC10644111\/?utm_source=chatgpt.com\" target=\"_blank\" rel=\"noopener\"><span class=\"relative start-0 bottom-0 flex h-full w-full items-center\"><span class=\"flex h-4 w-full items-center justify-between\"><span class=\"max-w-&#091;15ch&#093; grow truncate overflow-hidden text-center\">PMC<\/span><span class=\"-me-1 flex h-full items-center rounded-full px-1 text-&#091;#8F8F8F&#093;\">+2<\/span><\/span><span class=\"flex h-4 w-full items-center justify-between absolute\"><span class=\"max-w-&#091;15ch&#093; grow truncate overflow-hidden text-center\">Delve<\/span><span class=\"-me-1 flex h-full items-center rounded-full px-1 text-&#091;#8F8F8F&#093;\">+2<\/span><\/span><\/span><\/a>).<\/span><\/span><\/p>\n<\/li>\n<li data-start=\"1181\" data-end=\"1349\">\n<p data-start=\"1183\" data-end=\"1349\">Identificar temes, patrons, sentiments o relacions ocultes als textos mitjan\u00e7ant processament de llenguatge natural (PLN) (<span class=\"\" data-state=\"closed\"><span class=\"ms-1 inline-flex max-w-full items-center relative top-&#091;-0.094rem&#093; animate-&#091;show_150ms_ease-in&#093;\" data-testid=\"webpage-citation-pill\"><a class=\"flex h-4.5 overflow-hidden rounded-xl px-2 text-&#091;9px&#093; font-medium transition-colors duration-150 ease-in-out text-token-text-secondary! bg-&#091;#F4F4F4&#093;! dark:bg-&#091;#303030&#093;!\" href=\"https:\/\/www.looppanel.com\/blog\/ai-qualitative-data-analysis?utm_source=chatgpt.com\" target=\"_blank\" rel=\"noopener\"><span class=\"relative start-0 bottom-0 flex h-full w-full items-center\"><span class=\"flex h-4 w-full items-center justify-between\"><span class=\"max-w-&#091;15ch&#093; grow truncate overflow-hidden text-center\">looppanel.com<\/span><span class=\"-me-1 flex h-full items-center rounded-full px-1 text-&#091;#8F8F8F&#093;\">+2<\/span><\/span><span class=\"flex h-4 w-full items-center justify-between absolute\"><span class=\"max-w-&#091;15ch&#093; grow truncate overflow-hidden text-center\">BioMed Central<\/span><span class=\"-me-1 flex h-full items-center rounded-full px-1 text-&#091;#8F8F8F&#093;\">+2<\/span><\/span><\/span><\/a>).<\/span><\/span><\/p>\n<\/li>\n<li data-start=\"1350\" data-end=\"1615\">\n<p data-start=\"1352\" data-end=\"1615\">Automatitzar tasques operatives com la transcripci\u00f3 d&#039;entrevistes, classificaci\u00f3 inicial de fragments, o suggeriments de codificaci\u00f3, deixant a l&#039;investigador m\u00e9s espai per a la interpretaci\u00f3, reflexi\u00f3 i aprofundiment (<span class=\"\" data-state=\"closed\"><span class=\"ms-1 inline-flex max-w-full items-center relative top-&#091;-0.094rem&#093; animate-&#091;show_150ms_ease-in&#093;\" data-testid=\"webpage-citation-pill\"><a class=\"flex h-4.5 overflow-hidden rounded-xl px-2 text-&#091;9px&#093; font-medium transition-colors duration-150 ease-in-out text-token-text-secondary! bg-&#091;#F4F4F4&#093;! dark:bg-&#091;#303030&#093;!\" href=\"https:\/\/heymarvin.com\/resources\/ai-qualitative-data-analysis\/?utm_source=chatgpt.com\" target=\"_blank\" rel=\"noopener\"><span class=\"relative start-0 bottom-0 flex h-full w-full items-center\"><span class=\"flex h-4 w-full items-center justify-between\"><span class=\"max-w-&#091;15ch&#093; grow truncate overflow-hidden text-center\">heymarvin.com<\/span><span class=\"-me-1 flex h-full items-center rounded-full px-1 text-&#091;#8F8F8F&#093;\">+1<\/span><\/span><\/span><\/a>).<\/span><\/span><\/p>\n<\/li>\n<\/ul>\n<p data-start=\"1617\" data-end=\"1878\">Per\u00f2 cal recalcar: la IA no reempla\u00e7a l&#039;investigador. En l&#039;an\u00e0lisi qualitativa, el context, la sensibilitat al llenguatge, la posici\u00f3 de l&#039;investigador i la reflexi\u00f3 interpretativa continuen sent indispensables (<span class=\"\" data-state=\"closed\"><span class=\"ms-1 inline-flex max-w-full items-center relative top-&#091;-0.094rem&#093; animate-&#091;show_150ms_ease-in&#093;\" data-testid=\"webpage-citation-pill\"><a class=\"flex h-4.5 overflow-hidden rounded-xl px-2 text-&#091;9px&#093; font-medium transition-colors duration-150 ease-in-out text-token-text-secondary! bg-&#091;#F4F4F4&#093;! dark:bg-&#091;#303030&#093;!\" href=\"https:\/\/www.insidehighered.com\/opinion\/views\/2024\/10\/09\/can-we-trust-ai-qualitative-research-opinion?utm_source=chatgpt.com\" target=\"_blank\" rel=\"noopener\"><span class=\"relative start-0 bottom-0 flex h-full w-full items-center\"><span class=\"flex h-4 w-full items-center justify-between overflow-hidden\"><span class=\"max-w-&#091;15ch&#093; grow truncate overflow-hidden text-center\">insidehighered.com<\/span><\/span><\/span><\/a>).<\/span><\/span><\/p>\n<hr data-start=\"1880\" data-end=\"1883\" \/>\n<h3 data-start=\"1885\" data-end=\"1940\">\ud83d\udee0 Aplicacions concretes per a investigaci\u00f3 social<\/h3>\n<p data-start=\"1942\" data-end=\"1988\">Alguns exemples de com s&#039;aplica al terreny:<\/p>\n<ul data-start=\"1990\" data-end=\"2681\">\n<li data-start=\"1990\" data-end=\"2224\">\n<p data-start=\"1992\" data-end=\"2224\">En estudis qualitatius de salut, s&#039;han emprat eines d&#039;IA per analitzar desenes d&#039;entrevistes i generar r\u00e0pidament resums tem\u00e0tics, despr\u00e9s contrastats amb l&#039;an\u00e0lisi humana (<span class=\"\" data-state=\"closed\"><span class=\"ms-1 inline-flex max-w-full items-center relative top-&#091;-0.094rem&#093; animate-&#091;show_150ms_ease-in&#093;\" data-testid=\"webpage-citation-pill\"><a class=\"flex h-4.5 overflow-hidden rounded-xl px-2 text-&#091;9px&#093; font-medium transition-colors duration-150 ease-in-out text-token-text-secondary! bg-&#091;#F4F4F4&#093;! dark:bg-&#091;#303030&#093;!\" href=\"https:\/\/www.annfammed.org\/content\/22\/Supplement_1\/6343?utm_source=chatgpt.com\" target=\"_blank\" rel=\"noopener\"><span class=\"relative start-0 bottom-0 flex h-full w-full items-center\"><span class=\"flex h-4 w-full items-center justify-between\"><span class=\"max-w-&#091;15ch&#093; grow truncate overflow-hidden text-center\">annfammed.org<\/span><span class=\"-me-1 flex h-full items-center rounded-full px-1 text-&#091;#8F8F8F&#093;\">+1<\/span><\/span><\/span><\/a>).<\/span><\/span><\/p>\n<\/li>\n<li data-start=\"2225\" data-end=\"2454\">\n<p data-start=\"2227\" data-end=\"2454\">Plataformes especialitzades permeten importar textos, generar suggeriments de \u201ccodis\u201d o \u201ctemes\u201d autom\u00e0ticament, despr\u00e9s els investigadors els refinen, agrupant i construint narratives (<span class=\"\" data-state=\"closed\"><span class=\"ms-1 inline-flex max-w-full items-center relative top-&#091;-0.094rem&#093; animate-&#091;show_150ms_ease-in&#093;\" data-testid=\"webpage-citation-pill\"><a class=\"flex h-4.5 overflow-hidden rounded-xl px-2 text-&#091;9px&#093; font-medium transition-colors duration-150 ease-in-out text-token-text-secondary! bg-&#091;#F4F4F4&#093;! dark:bg-&#091;#303030&#093;!\" href=\"https:\/\/www.sciencedirect.com\/science\/article\/pii\/S2949882125000283?utm_source=chatgpt.com\" target=\"_blank\" rel=\"noopener\"><span class=\"relative start-0 bottom-0 flex h-full w-full items-center\"><span class=\"flex h-4 w-full items-center justify-between overflow-hidden\"><span class=\"max-w-&#091;15ch&#093; grow truncate overflow-hidden text-center\">ScienceDirect<\/span><\/span><\/span><\/a>).<\/span><\/span><\/p>\n<\/li>\n<li data-start=\"2455\" data-end=\"2681\">\n<p data-start=\"2457\" data-end=\"2681\">En l&#039;\u00e0mbit de l&#039;educaci\u00f3, la IA pot auxiliar analitzar respostes obertes d&#039;estudiants, identificar barreres, actituds recurrents o canvis de percepci\u00f3, oferint-ne insums per millorar programes o pol\u00edtiques.<\/p>\n<\/li>\n<\/ul>\n<hr data-start=\"2683\" data-end=\"2686\" \/>\n<h3 data-start=\"2688\" data-end=\"2746\">\u26a0\ufe0f Reptes \u00e8tics i metodol\u00f2gics que hem de considerar<\/h3>\n<p data-start=\"2748\" data-end=\"2814\">Tot i que la IA obre moltes portes, no hem d&#039;ignorar els desafiaments:<\/p>\n<ul data-start=\"2816\" data-end=\"3695\">\n<li data-start=\"2816\" data-end=\"2982\">\n<p data-start=\"2818\" data-end=\"2982\">Les dades qualitatives solen tenir matisos, ambig\u00fcitats i context cultural que la IA pot interpretar de manera err\u00f2nia si no est\u00e0 ben dissenyada o supervisada.<\/p>\n<\/li>\n<li data-start=\"2983\" data-end=\"3143\">\n<p data-start=\"2985\" data-end=\"3143\">\u00c9s clau garantir la <strong data-start=\"3008\" data-end=\"3025\">transpar\u00e8ncia<\/strong>: com va arribar la IA a suggerir aquests temes? Quina va ser la seva l\u00f2gica? Aquesta tra\u00e7abilitat \u00e9s vital en investigaci\u00f3 rigorosa.<\/p>\n<\/li>\n<li data-start=\"3144\" data-end=\"3466\">\n<p data-start=\"3146\" data-end=\"3466\">Tamb\u00e9 hi ha la q\u00fcesti\u00f3 de la <strong data-start=\"3177\" data-end=\"3195\">posicionalitat<\/strong>: en investigaci\u00f3 qualitativa, l&#039;investigador (el seu rerefons, perspectiva, relaci\u00f3 amb els participants) t\u00e9 pes. La IA, en canvi, no t\u00e9 aquesta dimensi\u00f3 subjectiva, cosa que pot restar profunditat si es fa servir sense reflexionar (<span class=\"\" data-state=\"closed\"><span class=\"ms-1 inline-flex max-w-full items-center relative top-&#091;-0.094rem&#093; animate-&#091;show_150ms_ease-in&#093;\" data-testid=\"webpage-citation-pill\"><a class=\"flex h-4.5 overflow-hidden rounded-xl px-2 text-&#091;9px&#093; font-medium transition-colors duration-150 ease-in-out text-token-text-secondary! bg-&#091;#F4F4F4&#093;! dark:bg-&#091;#303030&#093;!\" href=\"https:\/\/www.insidehighered.com\/opinion\/views\/2024\/10\/09\/can-we-trust-ai-qualitative-research-opinion?utm_source=chatgpt.com\" target=\"_blank\" rel=\"noopener\"><span class=\"relative start-0 bottom-0 flex h-full w-full items-center\"><span class=\"flex h-4 w-full items-center justify-between overflow-hidden\"><span class=\"max-w-&#091;15ch&#093; grow truncate overflow-hidden text-center\">insidehighered.com<\/span><\/span><\/span><\/a>).<\/span><\/span><\/p>\n<\/li>\n<li data-start=\"3467\" data-end=\"3695\">\n<p data-start=\"3469\" data-end=\"3695\">Finalment: l&#039;\u00e8tica i la privadesa. Les dades qualitatives poden contenir informaci\u00f3 sensible (testimonis, narratives personals), per la qual cosa l&#039;\u00fas d&#039;IA exigeix una cura extra en protecci\u00f3, anonimitzaci\u00f3 i consentiment.<\/p>\n<\/li>\n<\/ul>\n<hr data-start=\"3697\" data-end=\"3700\" \/>\n<h3 data-start=\"3702\" data-end=\"3755\">\ud83c\udf31 Mirant cap endavant: una sinergia humana-IA<\/h3>\n<p data-start=\"3757\" data-end=\"4139\">A EdukI\u0394, veiem la IA com una <strong data-start=\"3789\" data-end=\"3817\">col\u00b7laboradora estrat\u00e8gica<\/strong> en l&#039;an\u00e0lisi qualitativa: ens ajuda a aixecar r\u00e0pidament insums, a explorar camins, a suggerir connexions que potser no veur\u00edem al primer cop d&#039;ull. Per\u00f2 la construcci\u00f3 de significat \u2014la interpretaci\u00f3 que connecta les dades amb les implicacions socials, educatives i humanes\u2014 continua sent treball de l&#039;investigador.<\/p>\n<p data-start=\"4141\" data-end=\"4192\">Per treure profit d&#039;aquesta sinergia, us suggerim:<\/p>\n<ul data-start=\"4194\" data-end=\"4806\">\n<li data-start=\"4194\" data-end=\"4315\">\n<p data-start=\"4196\" data-end=\"4315\">Comen\u00e7a amb un pilot petit: analitza un subconjunt de dades amb IA, reflexiona sobre el que suggereix, despr\u00e9s amplia.<\/p>\n<\/li>\n<li data-start=\"4316\" data-end=\"4415\">\n<p data-start=\"4318\" data-end=\"4415\">Mantingues el control: revisa els resultats autom\u00e0tics, ajusta els codis, afegeix la teva veu cr\u00edtica.<\/p>\n<\/li>\n<li data-start=\"4416\" data-end=\"4501\">\n<p data-start=\"4418\" data-end=\"4501\">Documenta cada pas: quines dades van entrar, quins ajustaments vas fer, com vas interpretar.<\/p>\n<\/li>\n<li data-start=\"4502\" data-end=\"4608\">\n<p data-start=\"4504\" data-end=\"4608\">Fes expl\u00edcita la col\u00b7laboraci\u00f3 IA-hum\u00e0 als teus informes: aix\u00f2 enforteix la transpar\u00e8ncia metodol\u00f2gica.<\/p>\n<\/li>\n<li data-start=\"4609\" data-end=\"4806\">\n<p data-start=\"4611\" data-end=\"4806\">Finalment, no oblidis que el cor de la investigaci\u00f3 qualitativa \u00e9s comprendre experi\u00e8ncies, contextos i significats humans. La IA pot ajudar-te a veure m\u00e9s lluny; tu ets qui d\u00f3na sentit.<\/p>\n<\/li>\n<\/ul>\n<\/div><\/div><\/div><\/div><\/div>","protected":false},"excerpt":{"rendered":"","protected":false},"author":6,"featured_media":2802,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[64,41],"tags":[],"class_list":["post-2801","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-investigacion","category-modelos-ia"],"acf":[],"_links":{"self":[{"href":"https:\/\/edukia.org\/ca\/wp-json\/wp\/v2\/posts\/2801","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/edukia.org\/ca\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/edukia.org\/ca\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/edukia.org\/ca\/wp-json\/wp\/v2\/users\/6"}],"replies":[{"embeddable":true,"href":"https:\/\/edukia.org\/ca\/wp-json\/wp\/v2\/comments?post=2801"}],"version-history":[{"count":3,"href":"https:\/\/edukia.org\/ca\/wp-json\/wp\/v2\/posts\/2801\/revisions"}],"predecessor-version":[{"id":2805,"href":"https:\/\/edukia.org\/ca\/wp-json\/wp\/v2\/posts\/2801\/revisions\/2805"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/edukia.org\/ca\/wp-json\/wp\/v2\/media\/2802"}],"wp:attachment":[{"href":"https:\/\/edukia.org\/ca\/wp-json\/wp\/v2\/media?parent=2801"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/edukia.org\/ca\/wp-json\/wp\/v2\/categories?post=2801"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/edukia.org\/ca\/wp-json\/wp\/v2\/tags?post=2801"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}