{"id":14062,"date":"2022-07-18T02:00:00","date_gmt":"2022-07-18T00:00:00","guid":{"rendered":"http:\/\/webecpol.esade.edu\/?post_type=publicaciones&#038;p=14062"},"modified":"2026-09-16T17:49:52","modified_gmt":"2026-09-16T15:49:52","slug":"ciencia-de-dades-per-al-be-social-lexemple-valencia-durant-la-pandemia-de-la-covid-19","status":"publish","type":"publicaciones","link":"http:\/\/webecpol.esade.edu\/ca\/publicacions\/ciencia-de-dades-per-al-be-social-lexemple-valencia-durant-la-pandemia-de-la-covid-19\/","title":{"rendered":"Ci\u00e8ncia de dades per al b\u00e9 social: l\u2019exemple valenci\u00e0 durant la pand\u00e8mia de la COVID-19"},"content":{"rendered":"<p><span data-contrast=\"none\">La ci\u00e8ncia de dades \u00e9s una <strong>disciplina d\u2019enorme valor<\/strong> en el sector p\u00fablic per almenys dues raons essencials:<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;335559685&quot;:10,&quot;335559739&quot;:160,&quot;335559740&quot;:240,&quot;335559991&quot;:10}\">&nbsp;<\/span><\/p>\n<p style=\"padding-left: 40px;\"><span data-contrast=\"none\">\u2192<\/span><span data-contrast=\"none\"> permet dissenyar pol\u00edtiques p\u00fabliques basades en dades i evid\u00e8ncies, en lloc d\u2019intu\u00efcions, informaci\u00f3 obsoleta o interessos pol\u00edtics. <\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;335559685&quot;:340,&quot;335559739&quot;:160,&quot;335559740&quot;:240,&quot;335559991&quot;:340}\">&nbsp;<\/span><\/p>\n<p style=\"padding-left: 40px;\"><span data-contrast=\"none\">\u2192<\/span><span data-contrast=\"none\"> permet la necess\u00e0ria avaluaci\u00f3 emp\u00edrica de l\u2019impacte de les pol\u00edtiques p\u00fabliques desplegades, per determinar-ne les fortaleses i les debilitats. <\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;335559685&quot;:340,&quot;335559739&quot;:160,&quot;335559740&quot;:240,&quot;335559991&quot;:340}\">&nbsp;<\/span><\/p>\n<p style=\"padding-left: 40px;\"><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;335559685&quot;:10,&quot;335559739&quot;:160,&quot;335559740&quot;:240,&quot;335559991&quot;:10}\">&nbsp;<\/span><\/p>\n<p><span data-contrast=\"none\">Malgrat el seu potencial, l\u2019\u00fas sistem\u00e0tic de dades per donar suport a l\u2019elaboraci\u00f3 de pol\u00edtiques p\u00fabliques encara \u00e9s poc freq\u00fcent a la major part del m\u00f3n. En aquest article, ofereixo un resum d\u2019un exemple reconegut internacionalment d\u2019aprofitament de dades per donar suport a l\u2019elaboraci\u00f3 de pol\u00edtiques durant la pand\u00e8mia de la COVID-19 a Espanya. Presento la feina que vam fer entre mar\u00e7 de 2020 i mar\u00e7 de 2022 al <strong>\u201cData Science against COVID-19 Taskforce\u201d<\/strong>, una experi\u00e8ncia pionera a la Comunitat Valenciana. Aquest grup de treball, que vaig liderar, estava format per un equip multidisciplinari de m\u00e9s de 20 cient\u00edfics de diverses universitats i centres de recerca de la Comunitat Valenciana, que treballaven estretament amb els responsables pol\u00edtics de la regi\u00f3 a nivell de Presid\u00e8ncia.<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;335559685&quot;:10,&quot;335559739&quot;:160,&quot;335559740&quot;:240,&quot;335559991&quot;:10}\">&nbsp;<\/span><\/p>\n<p><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;335559685&quot;:10,&quot;335559739&quot;:160,&quot;335559740&quot;:240,&quot;335559991&quot;:10}\">&nbsp;<\/span><\/p>\n<p><span data-contrast=\"none\">Ens vam centrar a treballar en quatre \u00e0rees d\u2019impacte per a l\u2019\u00fas de la ci\u00e8ncia de dades en la lluita contra la pand\u00e8mia de coronavirus: <\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;335559685&quot;:10,&quot;335559739&quot;:160,&quot;335559740&quot;:240,&quot;335559991&quot;:10}\">&nbsp;<\/span><\/p>\n<p style=\"padding-left: 40px;\"><span data-contrast=\"auto\"><strong>1. Modelitzaci\u00f3 de la mobilitat humana agregada<\/strong>; cosa que ens va permetre <\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;335559739&quot;:160,&quot;335559740&quot;:240}\">&nbsp;<\/span><\/p>\n<ul>\n<li style=\"list-style-type: none;\">\n<ul>\n<li data-leveltext=\"-\" data-font=\"Symbol\" data-listid=\"1\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559683&quot;:1,&quot;335559684&quot;:-1,&quot;335559685&quot;:1440,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;-&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" aria-setsize=\"-1\" data-aria-posinset=\"10\" data-aria-level=\"2\"><span data-contrast=\"auto\">controlar l\u2019impacte de les mesures de confinament en la mobilitat real dels ciutadans<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;335559739&quot;:160,&quot;335559740&quot;:240}\">&nbsp;<\/span><\/li>\n<li data-leveltext=\"-\" data-font=\"Symbol\" data-listid=\"1\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559683&quot;:1,&quot;335559684&quot;:-1,&quot;335559685&quot;:1440,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;-&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" aria-setsize=\"-1\" data-aria-posinset=\"11\" data-aria-level=\"2\"><span data-contrast=\"auto\">identificar les zones en qu\u00e8 les mesures de confinament van tenir un impacte m\u00e9s gran o m\u00e9s petit<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;335559739&quot;:160,&quot;335559740&quot;:240}\">&nbsp;<\/span><\/li>\n<li data-leveltext=\"-\" data-font=\"Symbol\" data-listid=\"1\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559683&quot;:1,&quot;335559684&quot;:-1,&quot;335559685&quot;:1440,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;-&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" aria-setsize=\"-1\" data-aria-posinset=\"12\" data-aria-level=\"2\"><span data-contrast=\"auto\">quantificar l\u2019\u00e8xit de la campanya #stayathome, aix\u00ed com de les mesures adoptades per restringir la mobilitat nocturna i els tancaments perimetrals de la Comunitat Valenciana<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;335559739&quot;:160,&quot;335559740&quot;:240}\">&nbsp;<\/span><\/li>\n<li data-leveltext=\"-\" data-font=\"Symbol\" data-listid=\"1\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559683&quot;:1,&quot;335559684&quot;:-1,&quot;335559685&quot;:1440,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;-&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" aria-setsize=\"-1\" data-aria-posinset=\"13\" data-aria-level=\"2\"><span data-contrast=\"auto\">modelitzar l\u2019impacte que la reducci\u00f3 de la mobilitat va tenir en la progressi\u00f3 del coronavirus<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;335559739&quot;:160,&quot;335559740&quot;:240}\">&nbsp;<\/span><\/li>\n<li data-leveltext=\"-\" data-font=\"Symbol\" data-listid=\"1\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559683&quot;:1,&quot;335559684&quot;:-1,&quot;335559685&quot;:1440,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;-&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" aria-setsize=\"-1\" data-aria-posinset=\"14\" data-aria-level=\"2\"><span data-contrast=\"auto\">predir millor la propagaci\u00f3 i determinar la utilitat dels tancaments selectius<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;335559739&quot;:160,&quot;335559740&quot;:240}\">&nbsp;<\/span><\/li>\n<li data-leveltext=\"-\" data-font=\"Symbol\" data-listid=\"1\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559683&quot;:1,&quot;335559684&quot;:-1,&quot;335559685&quot;:1440,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;-&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" aria-setsize=\"-1\" data-aria-posinset=\"15\" data-aria-level=\"2\"><span data-contrast=\"auto\">seguir la tornada progressiva a la normalitat<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;335559739&quot;:160,&quot;335559740&quot;:240}\">&nbsp;<\/span><\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p style=\"padding-left: 40px;\"><span data-contrast=\"auto\"><strong>2. Desenvolupament de models epidemiol\u00f2gics computacionals<\/strong>, dedicats a fer prediccions sobre l\u2019evoluci\u00f3 de la pand\u00e8mia no nom\u00e9s en les condicions actuals, sin\u00f3 tamb\u00e9 en diferents escenaris de confinament i mesures de control de la pand\u00e8mia, immunitat preexistent, vacunaci\u00f3 o rastreig de contactes.<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;335559739&quot;:160,&quot;335559740&quot;:240}\">&nbsp;<\/span><\/p>\n<p style=\"padding-left: 40px;\"><span data-contrast=\"auto\"><strong>3. Desenvolupament de models predictius a escala subregional<\/strong> (departament de salut) per estimar les variables rellevants per orientar les decisions pol\u00edtiques.<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;335559739&quot;:160,&quot;335559740&quot;:240}\">&nbsp;<\/span><\/p>\n<p style=\"padding-left: 40px;\"><span data-contrast=\"auto\"><strong>4. Aplicaci\u00f3 de la ci\u00e8ncia ciutadana mitjan\u00e7ant una enquesta en l\u00ednia a gran escala<\/strong> anomenada COVID19Impactsurvey, una eina clau per aportar llum sobre q\u00fcestions de gran import\u00e0ncia p\u00fablica per a les quals no hi ha dades recollides de manera sistem\u00e0tica; per exemple, el paper dels contactes propers, una primera avaluaci\u00f3 de l\u2019impacte psicol\u00f2gic o la difer\u00e8ncia en la capacitat de seguir els tancaments en funci\u00f3 de les condicions sociodemogr\u00e0fiques o socioecon\u00f2miques.<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;335559739&quot;:160,&quot;335559740&quot;:240}\">&nbsp;<\/span><\/p>\n<p><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;335559739&quot;:160,&quot;335559740&quot;:240}\">&nbsp;<\/span><\/p>\n<p><span data-contrast=\"auto\">Aquest esfor\u00e7 \u00e9s un exemple inspirador de la col\u00b7laboraci\u00f3 estreta entre la comunitat cient\u00edfica, la ciutadania, el sector privat i l\u2019administraci\u00f3 p\u00fablica per garantir que les pol\u00edtiques p\u00fabliques es basin efectivament en les proves i els coneixements dels experts.<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;335559739&quot;:160,&quot;335559740&quot;:240}\">&nbsp;<\/span><\/p>\n","protected":false},"excerpt":{"rendered":"<p>La ci\u00e8ncia de dades \u00e9s una disciplina d\u2019enorme valor en el sector p\u00fablic per almenys dues raons essencials:&nbsp; \u2192 permet dissenyar pol\u00edtiques p\u00fabliques basades en dades i evid\u00e8ncies, en lloc d\u2019intu\u00efcions, informaci\u00f3 obsoleta o interessos pol\u00edtics. &nbsp; \u2192 permet la necess\u00e0ria avaluaci\u00f3 emp\u00edrica de l\u2019impacte de les pol\u00edtiques p\u00fabliques desplegades, per determinar-ne les fortaleses i [&hellip;]<\/p>\n","protected":false},"featured_media":8402,"template":"","acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v22.9 - 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