{"id":2505,"date":"2021-04-13T14:21:51","date_gmt":"2021-04-13T14:21:51","guid":{"rendered":"https:\/\/interesting-cray.51-222-84-44.plesk.page\/actualite\/impacts-mauvaise-gestion-donnees\/"},"modified":"2024-02-06T16:19:34","modified_gmt":"2024-02-06T16:19:34","slug":"impatti-scarsa-qualita-dati","status":"publish","type":"post","link":"https:\/\/www.sirfull.com\/it\/blog\/impatti-scarsa-qualita-dati\/","title":{"rendered":"Gli impatti della scarsa qualit\u00e0 dei dati"},"content":{"rendered":"[vc_row type=&#8221;in_container&#8221; full_screen_row_position=&#8221;middle&#8221; column_margin=&#8221;default&#8221; column_direction=&#8221;default&#8221; column_direction_tablet=&#8221;default&#8221; column_direction_phone=&#8221;default&#8221; scene_position=&#8221;center&#8221; bottom_padding=&#8221;4%&#8221; constrain_group_2=&#8221;yes&#8221; text_color=&#8221;dark&#8221; text_align=&#8221;left&#8221; row_border_radius=&#8221;none&#8221; row_border_radius_applies=&#8221;bg&#8221; overflow=&#8221;visible&#8221; overlay_strength=&#8221;0.3&#8243; gradient_direction=&#8221;left_to_right&#8221; shape_divider_position=&#8221;bottom&#8221; bg_image_animation=&#8221;none&#8221; gradient_type=&#8221;default&#8221; shape_type=&#8221;&#8221;][vc_column column_padding=&#8221;no-extra-padding&#8221; column_padding_tablet=&#8221;inherit&#8221; column_padding_phone=&#8221;inherit&#8221; column_padding_position=&#8221;all&#8221; column_element_direction_desktop=&#8221;default&#8221; column_element_spacing=&#8221;default&#8221; desktop_text_alignment=&#8221;default&#8221; tablet_text_alignment=&#8221;default&#8221; phone_text_alignment=&#8221;default&#8221; background_color_opacity=&#8221;1&#8243; background_hover_color_opacity=&#8221;1&#8243; column_backdrop_filter=&#8221;none&#8221; column_shadow=&#8221;none&#8221; column_border_radius=&#8221;none&#8221; column_link_target=&#8221;_self&#8221; column_position=&#8221;default&#8221; gradient_direction=&#8221;left_to_right&#8221; overlay_strength=&#8221;0.3&#8243; width=&#8221;3\/5&#8243; tablet_width_inherit=&#8221;default&#8221; animation_type=&#8221;default&#8221; bg_image_animation=&#8221;none&#8221; border_type=&#8221;simple&#8221; column_border_width=&#8221;none&#8221; column_border_style=&#8221;solid&#8221; column_padding_type=&#8221;default&#8221; gradient_type=&#8221;default&#8221;][vc_column_text el_class=&#8221;dark&#8221;]\n<h3 class=\"h5\">Che cos&#8217;\u00e8 la qualit\u00e0 dei dati?<\/h3>\n[\/vc_column_text][vc_column_text el_class=&#8221;dark&#8221;]Nell&#8217;era dei Big Data e dell&#8217;Industria 4.0, tutto \u00e8 guidato dai dati. Che si tratti di finanza, industria o ricerca, i dati vengono costantemente creati, analizzati e utilizzati. Questi dati svolgono quindi un ruolo essenziale per il corretto funzionamento delle aziende e per il loro processo di creazione di valore. Affinch\u00e9 questi dati possano continuare a essere utilizzati nel tempo, \u00e8 necessario e vitale disporre di dati di buona qualit\u00e0.[\/vc_column_text][\/vc_column][vc_column column_padding=&#8221;padding-1-percent&#8221; column_padding_tablet=&#8221;inherit&#8221; column_padding_phone=&#8221;inherit&#8221; column_padding_position=&#8221;left&#8221; column_element_direction_desktop=&#8221;default&#8221; column_element_spacing=&#8221;default&#8221; desktop_text_alignment=&#8221;default&#8221; tablet_text_alignment=&#8221;default&#8221; phone_text_alignment=&#8221;default&#8221; background_color_opacity=&#8221;1&#8243; background_hover_color_opacity=&#8221;1&#8243; column_backdrop_filter=&#8221;none&#8221; column_shadow=&#8221;none&#8221; column_border_radius=&#8221;none&#8221; column_link_target=&#8221;_self&#8221; column_position=&#8221;default&#8221; gradient_direction=&#8221;left_to_right&#8221; overlay_strength=&#8221;0.3&#8243; width=&#8221;2\/5&#8243; tablet_width_inherit=&#8221;default&#8221; animation_type=&#8221;default&#8221; bg_image_animation=&#8221;none&#8221; border_type=&#8221;simple&#8221; column_border_width=&#8221;none&#8221; column_border_style=&#8221;solid&#8221; column_padding_type=&#8221;default&#8221; gradient_type=&#8221;default&#8221;][image_with_animation image_url=&#8221;861&#8243; image_size=&#8221;medium_featured&#8221; animation_type=&#8221;entrance&#8221; animation=&#8221;None&#8221; animation_movement_type=&#8221;transform_y&#8221; hover_animation=&#8221;none&#8221; alignment=&#8221;&#8221; border_radius=&#8221;none&#8221; box_shadow=&#8221;none&#8221; image_loading=&#8221;lazy-load&#8221; max_width=&#8221;100%&#8221; max_width_mobile=&#8221;default&#8221;][\/vc_column][\/vc_row][vc_row type=&#8221;in_container&#8221; full_screen_row_position=&#8221;middle&#8221; column_margin=&#8221;default&#8221; column_direction=&#8221;default&#8221; column_direction_tablet=&#8221;default&#8221; column_direction_phone=&#8221;default&#8221; scene_position=&#8221;center&#8221; left_padding_desktop=&#8221;10%&#8221; text_color=&#8221;dark&#8221; text_align=&#8221;left&#8221; row_border_radius=&#8221;none&#8221; row_border_radius_applies=&#8221;bg&#8221; overflow=&#8221;visible&#8221; overlay_strength=&#8221;0.3&#8243; gradient_direction=&#8221;left_to_right&#8221; shape_divider_position=&#8221;bottom&#8221; bg_image_animation=&#8221;none&#8221; gradient_type=&#8221;default&#8221; shape_type=&#8221;&#8221;][vc_column column_padding=&#8221;no-extra-padding&#8221; column_padding_tablet=&#8221;inherit&#8221; column_padding_phone=&#8221;inherit&#8221; column_padding_position=&#8221;all&#8221; column_element_direction_desktop=&#8221;default&#8221; column_element_spacing=&#8221;default&#8221; desktop_text_alignment=&#8221;default&#8221; tablet_text_alignment=&#8221;default&#8221; phone_text_alignment=&#8221;default&#8221; background_color_opacity=&#8221;1&#8243; background_hover_color_opacity=&#8221;1&#8243; column_backdrop_filter=&#8221;none&#8221; column_shadow=&#8221;none&#8221; column_border_radius=&#8221;none&#8221; column_link_target=&#8221;_self&#8221; column_position=&#8221;default&#8221; gradient_direction=&#8221;left_to_right&#8221; overlay_strength=&#8221;0.3&#8243; width=&#8221;1\/1&#8243; tablet_width_inherit=&#8221;default&#8221; animation_type=&#8221;default&#8221; bg_image_animation=&#8221;none&#8221; border_type=&#8221;simple&#8221; column_border_width=&#8221;none&#8221; column_border_style=&#8221;solid&#8221;][vc_column_text]La qualit\u00e0 dei dati \u00e8 un elemento importante per qualsiasi azienda, indipendentemente dal settore di attivit\u00e0, poich\u00e9 si tratta di mantenere la coerenza dei dati nel tempo. \u00c8 quindi importante garantire che nel corso degli anni i dati non perdano informazioni e rimangano validi e utilizzabili. Come tutti sanno, i dati tendono a degradarsi durante il loro utilizzo. Ma in concreto, quali sono i criteri che qualificano i dati? A seconda del settore e della persona con cui si ha a che fare, i criteri possono variare leggermente, ma le linee principali sono sempre le stesse. Nel suo rapporto sulla qualit\u00e0 dei dati, <em>Forbes Insights<\/em> ha individuato quattro criteri principali:<\/p>\n<ul>\n<li><strong>Precisione<\/strong><\/li>\n<\/ul>\n<p>I dati devono riflettere correttamente ci\u00f2 che rappresentano. L&#8217;ubicazione deve consentire di collocare l&#8217;apparecchiatura o l&#8217;edificio in questione.Anche i dati devono essere aggiornati per svolgere il loro ruolo e trasmettere le giuste informazioni. Naturalmente, l&#8217;accuratezza dipende dal contesto ma anche dall&#8217;uso finale. La localizzazione delle apparecchiature industriali richiede una maggiore precisione rispetto a quella di un intero edificio, ad esempio.<\/p>\n<ul>\n<li><strong>Comp<\/strong><strong>studio<\/strong><\/li>\n<\/ul>\n<p>I dati devono essere completi. Una mancanza di informazioni pu\u00f2 portare a un&#8217;incomprensione delle circostanze e a gravi conseguenze in qualsiasi campo. Che si tratti di finanza, manutenzione o IT, i dati incompleti possono impedire un&#8217;identificazione accurata della situazione, portando a strategie o direttive sbagliate.<\/p>\n<ul>\n<li><strong>Standardizzazione<\/strong><\/li>\n<\/ul>\n<p>Il formato dei dati dipende dalla fonte o dalla regione di provenienza, quindi \u00e8 necessario trovare un modo per confrontarli. Il formato della data cambia a seconda che ci si trovi negli Stati Uniti (mese &#8211; giorno &#8211; anno) o in Europa (giorno &#8211; mese &#8211; anno o anno &#8211; mese &#8211; giorno). \u00c8 importante anche gestire potenziali duplicazioni ed errori. La standardizzazione dei formati consente di ottenere dati comparabili e coerenti e di limitare le interpretazioni errate.<\/p>\n<ul>\n<li><strong>Autorit\u00e0<\/strong><\/li>\n<\/ul>\n<p>I dati devono essere affidabili e adatti allo scopo. Senza credibilit\u00e0, i dati daranno risultati poco utili perch\u00e9 privi di basi reali. I dati, sia le fonti interne che quelle esterne, devono quindi essere autorevoli.<\/p>\n<p><strong>La scarsa qualit\u00e0 dei dati pu\u00f2 avere gravi ripercussioni. Questo significa scarsa o assente informazione. Ci\u00f2 comporta una conoscenza distorta e quindi potenziali rischi e problemi nell&#8217;attivit\u00e0 o nella contabilit\u00e0 dell&#8217;azienda. Secondo alcuni studi, l&#8217;impatto potrebbe costare fino al 25% del fatturato. Pi\u00f9 concretamente, ecco alcune delle conseguenze della scarsa qualit\u00e0 dei dati: <\/strong><\/p>\n<ul>\n<li><strong>Deterioramento di<\/strong> <strong>fiducia<\/strong><\/li>\n<\/ul>\n<p>Quando i dati disponibili non ispirano fiducia, non lo fanno rapidamente nemmeno i risultati che ne derivano. Secondo il Global CEO Outlook 2016 di KPMG, l&#8217;84% dei CEO \u00e8 preoccupato per la qualit\u00e0 dei dati su cui fa affidamento. La mancanza di fiducia potrebbe indurre i manager a ricorrere a mezzi pi\u00f9 tradizionali e a ridurre la loro disponibilit\u00e0 a investire in soluzioni per il miglioramento della qualit\u00e0 dei dati. L&#8217;istinto, l&#8217;esperienza e le opinioni fidate sono essenziali, ma basare le decisioni solo su questi elementi espone l&#8217;azienda a rischi maggiori rispetto all&#8217;analisi di dati di qualit\u00e0.<\/p>\n<ul>\n<li><strong>Perdita di<\/strong> <strong>opportunit\u00e0<\/strong><\/li>\n<\/ul>\n<p>Con dati migliori si ottengono pi\u00f9 informazioni. Se un&#8217;azienda e un suo concorrente si rivolgono allo stesso cliente e il concorrente dispone di maggiori informazioni, avr\u00e0 una comprensione pi\u00f9 matura delle esigenze e sar\u00e0 avvantaggiato dai dati che potr\u00e0 utilizzare. I dati sono una risorsa. Devono essere gestiti correttamente per ottenere e mantenere un vantaggio competitivo.<\/p>\n<ul>\n<li><strong>Perdita di reddito<\/strong><\/li>\n<\/ul>\n<p>Una scarsa qualit\u00e0 dei dati pu\u00f2 portare a gravi perdite di fatturato, come nel caso di dati errati sui clienti che comportano la perdita di una trattativa\/vendita. Come nel caso di una compagnia assicurativa con informazioni errate sul patrimonio dei suoi assicurati, questo avrebbe un forte impatto sui ricavi e una vera e propria perdita di reddito. Stimare l&#8217;ubicazione degli assicurati piuttosto che rilevarla con precisione potrebbe, ad esempio, nel caso di una zona alluvionale, creare un&#8217;ingente perdita di reddito.<\/p>\n<ul>\n<li><strong>Danno reputazionale<\/strong><\/li>\n<\/ul>\n<p>La reputazione di un&#8217;azienda \u00e8 fondamentale, quindi \u00e8 essenziale evitare che qualcosa la danneggi. Questo non ha sempre un grande impatto e pu\u00f2 anche non essere notato, ma pu\u00f2 essere molto dannoso. Senza dati completi e aggiornati, \u00e8 possibile che si verifichino errori involontari, come l&#8217;errore di battitura del nome di un cliente o l&#8217;invio di comunicazioni a una persona deceduta. Purtroppo sono possibili anche errori di impatto mediatico, come il lancio catastrofico di Apple Maps nel 2012. A causa della scarsit\u00e0 di dati, sia incompleti che imprecisi, i servizi concorrenti di Google Maps erano inutilizzabili e su di essi si \u00e8 scritto molto. Correggendo questo aspetto in particolare, Apple Maps offre ora un servizio di qualit\u00e0 assolutamente coerente.[\/vc_column_text][divider line_type=&#8221;No Line&#8221; custom_height=&#8221;40px&#8221;][\/vc_column][\/vc_row][vc_row type=&#8221;full_width_background&#8221; full_screen_row_position=&#8221;middle&#8221; column_margin=&#8221;default&#8221; column_direction=&#8221;default&#8221; column_direction_tablet=&#8221;default&#8221; column_direction_phone=&#8221;default&#8221; bg_color=&#8221;#dbe2f1&#8243; scene_position=&#8221;center&#8221; top_padding=&#8221;5%&#8221; bottom_padding=&#8221;5%&#8221; text_color=&#8221;custom&#8221; custom_text_color=&#8221;#18344e&#8221; text_align=&#8221;left&#8221; row_border_radius=&#8221;none&#8221; row_border_radius_applies=&#8221;bg&#8221; overflow=&#8221;visible&#8221; overlay_strength=&#8221;0.3&#8243; gradient_direction=&#8221;left_to_right&#8221; shape_divider_position=&#8221;bottom&#8221; bg_image_animation=&#8221;none&#8221; 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animation=&#8221;slight-fade-in-from-bottom&#8221; animation_easing=&#8221;default&#8221; bg_image_animation=&#8221;none&#8221; border_type=&#8221;simple&#8221; column_border_width=&#8221;none&#8221; column_border_style=&#8221;solid&#8221; column_padding_type=&#8221;default&#8221; gradient_type=&#8221;default&#8221; delay=&#8221;300&#8243;][vc_row_inner column_margin=&#8221;default&#8221; column_direction=&#8221;default&#8221; column_direction_tablet=&#8221;default&#8221; column_direction_phone=&#8221;default&#8221; bottom_padding_tablet=&#8221;3%&#8221; text_align=&#8221;center&#8221; row_position=&#8221;default&#8221; row_position_tablet=&#8221;inherit&#8221; row_position_phone=&#8221;inherit&#8221; overflow=&#8221;visible&#8221; pointer_events=&#8221;all&#8221;][vc_column_inner column_padding=&#8221;no-extra-padding&#8221; column_padding_tablet=&#8221;inherit&#8221; column_padding_phone=&#8221;inherit&#8221; column_padding_position=&#8221;all&#8221; column_element_direction_desktop=&#8221;default&#8221; column_element_spacing=&#8221;default&#8221; desktop_text_alignment=&#8221;default&#8221; tablet_text_alignment=&#8221;default&#8221; phone_text_alignment=&#8221;default&#8221; background_color_opacity=&#8221;1&#8243; background_hover_color_opacity=&#8221;1&#8243; column_backdrop_filter=&#8221;none&#8221; column_shadow=&#8221;none&#8221; column_border_radius=&#8221;none&#8221; column_link_target=&#8221;_self&#8221; overflow=&#8221;visible&#8221; gradient_direction=&#8221;left_to_right&#8221; overlay_strength=&#8221;0.3&#8243; width=&#8221;1\/1&#8243; tablet_width_inherit=&#8221;default&#8221; animation_type=&#8221;default&#8221; bg_image_animation=&#8221;none&#8221; border_type=&#8221;simple&#8221; column_border_width=&#8221;none&#8221; column_border_style=&#8221;solid&#8221;][vc_column_text]\n<h4>Volete saperne di pi\u00f9?<\/h4>\n[\/vc_column_text][\/vc_column_inner][\/vc_row_inner][vc_row_inner column_margin=&#8221;20px&#8221; 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