{"id":39232,"date":"2025-11-14T10:31:59","date_gmt":"2025-11-14T15:31:59","guid":{"rendered":"https:\/\/www.lightspeedsystems.com\/?p=39232"},"modified":"2025-11-19T16:58:01","modified_gmt":"2025-11-19T21:58:01","slug":"turning-app-data-into-answers-that-drive-action","status":"publish","type":"post","link":"https:\/\/www.lightspeedsystems.com\/fr\/blog\/turning-app-data-into-answers-that-drive-action\/","title":{"rendered":"Transformer les donn\u00e9es d&#039;applications en r\u00e9ponses qui incitent \u00e0 l&#039;action"},"content":{"rendered":"<hr class=\"wp-block-separator has-text-color has-alpha-channel-opacity has-background\" style=\"background-color:#00afd7;color:#00afd7\"\/>\n\n\n\n<h2 class=\"wp-block-heading has-text-color has-link-color wp-elements-d780e3843ee16acab9c83a0f6097c9ce\" id=\"h-3-key-takeaways\" style=\"color:#00afd7\">3 points cl\u00e9s \u00e0 retenir<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li class=\"has-text-color has-link-color wp-elements-384c08d9702efbc37aa956b7d147a2a0\" style=\"color:#00afd7\"><strong>La prise de d\u00e9cision fond\u00e9e sur les donn\u00e9es r\u00e9duit les biais\u00a0:<\/strong> Fournir aux \u00e9quipes charg\u00e9es des programmes d&#039;\u00e9tudes, des campus et des finances des outils d&#039;analyse d&#039;utilisation pour fonder les renouvellements et les achats sur des donn\u00e9es probantes et non sur des impressions.<\/li>\n\n\n\n<li class=\"has-text-color has-link-color wp-elements-c2ad3ddd9be6adf943b64dac6e86eeba\" style=\"color:#00afd7\"><strong>La limitation strat\u00e9gique des outils renforce la concentration et le soutien\u00a0:<\/strong> Adopter une limite de 2 \u00e0 5 outils par cas d&#039;utilisation p\u00e9dagogique, \u00e9valu\u00e9s selon les grilles d&#039;\u00e9valuation HQIM, afin d&#039;am\u00e9liorer la coh\u00e9rence, les capacit\u00e9s des sp\u00e9cialistes et l&#039;impact mesurable.<\/li>\n\n\n\n<li class=\"has-text-color has-link-color wp-elements-b859176874c2af2e51211bb6009a8ab3\" style=\"color:#00afd7\"><strong>La conformit\u00e9 renforce la confiance lorsqu&#039;elle est transparente\u00a0:<\/strong> Partagez publiquement les crit\u00e8res d\u2019approbation, les accords de donn\u00e9es et la documentation relative \u00e0 l\u2019accessibilit\u00e9 \u2013 et positionnez les responsables technologiques comme les \u201c personnes de r\u00e9f\u00e9rence \u201d \u2013 afin de favoriser la compr\u00e9hension entre le personnel, les familles et les fournisseurs.<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-text-color has-alpha-channel-opacity has-background\" style=\"background-color:#00afd7;color:#00afd7\"\/>\n\n\n\n<p>Aujourd&#039;hui, les districts scolaires doivent faire plus avec moins, notamment en optimisant leurs budgets technologiques, en respectant des exigences croissantes en mati\u00e8re de protection de la vie priv\u00e9e et en veillant \u00e0 ce que chaque outil num\u00e9rique contribue \u00e0 l&#039;apprentissage. Lors de notre dernier webinaire Lightspeed Insight, les responsables de l&#039;\u00e9ducation Carrie Squyres (Northside ISD, San Antonio) et Luke Mund (Denver Public Schools) ont expliqu\u00e9 comment la visibilit\u00e9 sur leurs \u00e9cosyst\u00e8mes num\u00e9riques leur permet de prendre des d\u00e9cisions plus \u00e9clair\u00e9es et fond\u00e9es sur les donn\u00e9es, garantissant ainsi la coh\u00e9rence entre enseignement et s\u00e9curit\u00e9.<\/p>\n\n\n\n<p>Vous n&#039;avez pas pu assister au webinaire ? <a href=\"https:\/\/www.lightspeedsystems.com\/fr\/resources\/webinars\/turning-app-data-into-answers-that-drive-action\/\" target=\"_blank\" rel=\"noreferrer noopener\">Visionnez l&#039;enregistrement ici.<\/a><\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-the-post-pandemic-app-surge-and-its-lasting-impact-on-school-districts\">L\u2019essor des applications post-pand\u00e9mie et son impact durable sur les districts scolaires<\/h2>\n\n\n\n<p>Le passage aux appareils individuels pendant la pand\u00e9mie a entra\u00een\u00e9 un afflux sans pr\u00e9c\u00e9dent d&#039;applications. Carrie a comment\u00e9 ce changement\u00a0: \u201c\u00a0Nous disposions d&#039;un budget que nous avons pu utiliser pour acheter tous ces appareils, ainsi que toutes les applications et plateformes associ\u00e9es.\u00a0\u201d Pour le district scolaire de Northside et de nombreux autres, cette expansion rapide a engendr\u00e9 des difficult\u00e9s financi\u00e8res \u00e0 long terme, et le renouvellement des logiciels doit d\u00e9sormais composer avec des budgets restreints.<\/p>\n\n\n\n<p>Les \u00e9coles publiques de Denver ont rencontr\u00e9 un probl\u00e8me similaire. L&#039;\u00e9quipe de Luke a recens\u00e9 plus de 1\u00a0000 applications utilis\u00e9es, dont beaucoup avaient \u00e9t\u00e9 acquises par le biais de petits achats d\u00e9centralis\u00e9s. \u201c\u00a0On avait des tonnes d&#039;achats de $150\u2026 parce que le directeur ne se souciait pas du montant\u00a0\u201d, a-t-il constat\u00e9. Les d\u00e9penses annuelles en logiciels ont atteint $21 millions de dollars, soulignant la n\u00e9cessit\u00e9 d&#039;une visibilit\u00e9 centralis\u00e9e et d&#039;une consolidation strat\u00e9gique.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-visibility-as-the-foundation-for-informed-decisions\">La visibilit\u00e9 comme fondement de d\u00e9cisions \u00e9clair\u00e9es<\/h2>\n\n\n\n<p><a href=\"https:\/\/www.lightspeedsystems.com\/fr\/products\/lightspeed-digital-insight\/\" target=\"_blank\" rel=\"noreferrer noopener\">Lightspeed Insight\u2122<\/a> Les deux districts scolaires ont ainsi b\u00e9n\u00e9fici\u00e9 d&#039;une vision unifi\u00e9e de l&#039;utilisation, des co\u00fbts et de la conformit\u00e9. Denver a r\u00e9duit son nombre d&#039;applications actives de plus de 1\u00a0000 \u00e0 400 outils approuv\u00e9s. Northside a dot\u00e9 les responsables p\u00e9dagogiques, les directeurs d&#039;\u00e9tablissement et les doyens des facult\u00e9s de tableaux de bord \u00e0 l&#039;\u00e9chelle de l&#039;\u00e9tablissement, leur permettant de prendre des d\u00e9cisions bas\u00e9es sur des crit\u00e8res autres que les pr\u00e9f\u00e9rences personnelles. Comme l&#039;a soulign\u00e9 Carrie\u00a0: \u201c\u00a0Nous devons savoir quelles applications sont utilis\u00e9es et lesquelles ne le sont pas, et ne pas fonder nos d\u00e9cisions sur des impressions ou des \u00e9motions li\u00e9es \u00e0 l&#039;appareil\u2026 ou aux applications que nous aimons particuli\u00e8rement utiliser.\u00a0\u201d<\/p>\n\n\n\n<p>Une gestion financi\u00e8re rigoureuse a suivi. Denver a \u00e9conomis\u00e9 plus de 100\u00a0800\u00a0000 $ cette ann\u00e9e en regroupant les licences scolaires en accords \u00e0 l&#039;\u00e9chelle du district. Northside utilise d\u00e9sormais les donn\u00e9es d&#039;utilisation des appareils pour \u00e9valuer la viabilit\u00e9 du d\u00e9ploiement \u00ab\u00a0un \u00e9l\u00e8ve, un appareil\u00a0\u00bb \u00e0 tous les niveaux scolaires, notamment avec le renouvellement potentiel des iPad, estim\u00e9 \u00e0 pr\u00e8s de 33 millions de dollars.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-compliance-a-driver-of-transparency-and-trust\">Conformit\u00e9 : un moteur de transparence et de confiance<\/h2>\n\n\n\n<p>Les r\u00e9glementations \u00e9tatiques ont transform\u00e9 la conformit\u00e9, d&#039;une simple formalit\u00e9 administrative, en une priorit\u00e9 strat\u00e9gique. La loi Scope du Texas et la loi HB21-110 du Colorado sur l&#039;accessibilit\u00e9 imposent une obligation de rendre des comptes rigoureuse aux fournisseurs. Les \u00e9coles publiques de Denver publient tous les avenants relatifs \u00e0 la protection des donn\u00e9es sur leur menu public d\u00e9di\u00e9 aux technologies acad\u00e9miques (ATM), tandis que Northside affiche le statut d&#039;approbation et la justification de chaque outil. \u201c\u00a0Chacun peut voir ce qui a \u00e9t\u00e9 approuv\u00e9 et, si une approbation est en attente ou refus\u00e9e, en conna\u00eetre la raison\u00a0\u201d, explique Carrie.<\/p>\n\n\n\n<p>Cette transparence s&#039;\u00e9tend aux n\u00e9gociations avec les fournisseurs. D\u00e9sormais, les deux responsables v\u00e9rifient les chiffres d&#039;utilisation en temps r\u00e9el. Luke a r\u00e9cemment rectifi\u00e9 les propos d&#039;un fournisseur qui avait surestim\u00e9 l&#039;adoption\u00a0: \u201c\u00a0En r\u00e9alit\u00e9, ces six derniers mois, vous n&#039;avez atteint qu&#039;environ un tiers de ce chiffre.\u00a0\u201d Carrie utilise ces m\u00eames donn\u00e9es pour orienter l&#039;int\u00e9r\u00eat de l&#039;universit\u00e9 vers des solutions \u00e9volutives et conformes. Elle a clairement exprim\u00e9 ce changement de mentalit\u00e9\u00a0: \u201c\u00a0Notre objectif n&#039;est pas de dire &quot;non&quot;, mais de fournir des informations fiables.\u00a0\u2018<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-connecting-app-usage-to-instructional-outcomes\">Lien entre l&#039;utilisation des applications et les r\u00e9sultats p\u00e9dagogiques<\/h2>\n\n\n\n<p>Les donn\u00e9es ont r\u00e9v\u00e9l\u00e9 non seulement les outils utilis\u00e9s, mais aussi leur efficacit\u00e9. Northside a d\u00e9velopp\u00e9 des tableaux de bord pour les campus proposant un enseignement hybride, permettant aux \u00e9tablissements les plus performants de partager leurs bonnes pratiques. Denver a align\u00e9 ses outils num\u00e9riques sur son cadre de ressources p\u00e9dagogiques de haute qualit\u00e9 (HQIM), limitant le choix \u00e0 2 \u00e0 5 outils par cas d&#039;utilisation. \u201c Nous voulons vraiment nous assurer que cela apporte une valeur ajout\u00e9e \u00e0 Denver, et pas seulement un \u00e9l\u00e9ment suppl\u00e9mentaire \u00e0 notre \u00e9cosyst\u00e8me \u201d, a expliqu\u00e9 Luke.<\/p>\n\n\n\n<p>L&#039;accompagnement sp\u00e9cialis\u00e9 s&#039;est \u00e9galement am\u00e9lior\u00e9. Gr\u00e2ce \u00e0 un nombre r\u00e9duit d&#039;outils, les conseillers p\u00e9dagogiques peuvent aider plus efficacement les enseignants lors des rotations en classe. Des tendances d&#039;adoption de l&#039;IA se sont aussi d\u00e9gag\u00e9es\u00a0: les outils g\u00e9n\u00e9ratifs approuv\u00e9s sont adopt\u00e9s plus t\u00f4t au coll\u00e8ge, tandis que les lyc\u00e9ens ont souvent recours \u00e0 des plateformes non supervis\u00e9es. Cette observation permet d&#039;adapter les formations et les politiques.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-final-thoughts\">R\u00e9flexions finales<\/h2>\n\n\n\n<p>Des responsables de districts scolaires comme Carrie et Luke prouvent que la visibilit\u00e9 transforme la complexit\u00e9 en clart\u00e9 et les donn\u00e9es en d\u00e9cisions plus intelligentes et plus durables. Si votre district est pr\u00eat \u00e0 voir ce qui se passe r\u00e9ellement dans son \u00e9cosyst\u00e8me num\u00e9rique, <a href=\"https:\/\/www.lightspeedsystems.com\/fr\/request-a-demo\/\" target=\"_blank\" rel=\"noreferrer noopener\">demander une d\u00e9mo<\/a> ou <a href=\"https:\/\/www.lightspeedsystems.com\/fr\/challenges\/free-app-audit\/\" target=\"_blank\" rel=\"noreferrer noopener\">un audit d&#039;application gratuit<\/a> pour d\u00e9couvrir les co\u00fbts cach\u00e9s, les risques et les opportunit\u00e9s que rec\u00e8lent vos outils actuels.<\/p>\n\n\n\n<p><\/p>","protected":false},"excerpt":{"rendered":"<p>Dans notre dernier webinaire Lightspeed Insight, les responsables de l&#039;\u00e9ducation Carrie Squyres (Northside ISD, San Antonio) et Luke Mund (Denver Public Schools) ont expliqu\u00e9 comment la visibilit\u00e9 sur leurs \u00e9cosyst\u00e8mes num\u00e9riques les aide \u00e0 prendre des d\u00e9cisions plus intelligentes et fond\u00e9es sur les donn\u00e9es\u2026<\/p>","protected":false},"author":19,"featured_media":39228,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"_yoast_wpseo_focuskw":"app data","_yoast_wpseo_title":"Turning App Data into Answers That Drive Action for Districts","_yoast_wpseo_metadesc":"In our latest webinar, education leaders shared how visibility into app data across their digital ecosystems helps them make smarter, data-driven decisions","footnotes":""},"categories":[1],"tags":[27,2,102],"class_list":["post-39232","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-uncategorized","tag-compliance","tag-data-and-analytics","tag-lightspeed-insight"],"acf":{"authors":[728]},"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v27.1 (Yoast SEO v27.1.1) - https:\/\/yoast.com\/product\/yoast-seo-premium-wordpress\/ -->\n<title>Turning App Data into Answers That Drive 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