{"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\/pt\/blog\/turning-app-data-into-answers-that-drive-action\/","title":{"rendered":"Transformando dados de aplicativos em respostas que geram a\u00e7\u00e3o."},"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 Principais Conclus\u00f5es<\/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>A tomada de decis\u00f5es baseada em dados reduz o vi\u00e9s:<\/strong> Equipe as equipes de curr\u00edculo, campus e finan\u00e7as com an\u00e1lises de uso para fundamentar renova\u00e7\u00f5es e compras em evid\u00eancias, e n\u00e3o em sentimentos.<\/li>\n\n\n\n<li class=\"has-text-color has-link-color wp-elements-c2ad3ddd9be6adf943b64dac6e86eeba\" style=\"color:#00afd7\"><strong>A limita\u00e7\u00e3o estrat\u00e9gica de ferramentas aumenta o foco e o suporte:<\/strong> Adote um limite de 2 a 5 ferramentas por caso de uso instrucional, avaliadas de acordo com as rubricas do HQIM, para melhorar a coer\u00eancia, a capacidade dos especialistas e o impacto mensur\u00e1vel.<\/li>\n\n\n\n<li class=\"has-text-color has-link-color wp-elements-b859176874c2af2e51211bb6009a8ab3\" style=\"color:#00afd7\"><strong>A conformidade gera confian\u00e7a quando \u00e9 feita de forma transparente:<\/strong> Compartilhe publicamente os crit\u00e9rios de aprova\u00e7\u00e3o, os acordos de dados e a documenta\u00e7\u00e3o de acessibilidade \u2014 e posicione os l\u00edderes de tecnologia como as \u201cpessoas que sabem tudo\u201d \u2014 para promover o entendimento entre funcion\u00e1rios, fam\u00edlias e fornecedores.<\/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>Atualmente, os distritos escolares s\u00e3o desafiados a fazer mais com menos, desde otimizar or\u00e7amentos de tecnologia e atender \u00e0s crescentes exig\u00eancias de privacidade at\u00e9 garantir que todas as ferramentas digitais apoiem o aprendizado. Em nosso mais recente webinar do Lightspeed Insight, os l\u00edderes educacionais Carrie Squyres (Northside ISD, San Antonio) e Luke Mund (Denver Public Schools) compartilharam como a visibilidade em seus ecossistemas digitais os ajuda a tomar decis\u00f5es mais inteligentes e baseadas em dados, mantendo o alinhamento entre ensino e seguran\u00e7a.<\/p>\n\n\n\n<p>N\u00e3o conseguiu participar do webinar? <a href=\"https:\/\/www.lightspeedsystems.com\/pt\/resources\/webinars\/turning-app-data-into-answers-that-drive-action\/\" target=\"_blank\" rel=\"noreferrer noopener\">Veja a grava\u00e7\u00e3o aqui.<\/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\">O aumento do uso de aplicativos ap\u00f3s a pandemia e seu impacto duradouro nos distritos escolares.<\/h2>\n\n\n\n<p>A transi\u00e7\u00e3o para dispositivos individuais durante a pandemia trouxe um influxo sem precedentes de aplicativos. Carrie refletiu sobre a mudan\u00e7a: &quot;T\u00ednhamos essa verba que pudemos usar para comprar todos esses dispositivos, aplicativos e plataformas&quot;. Para o Distrito Escolar Independente de Northside (Northside ISD) e muitos outros distritos escolares, essa r\u00e1pida expans\u00e3o criou uma press\u00e3o financeira de longo prazo, e as renova\u00e7\u00f5es de software agora precisam competir dentro de or\u00e7amentos limitados.<\/p>\n\n\n\n<p>As Escolas P\u00fablicas de Denver enfrentaram um desafio semelhante. A equipe de Luke descobriu mais de 1.000 aplicativos em uso, muitos adquiridos por meio de pequenas compras descentralizadas. &quot;T\u00ednhamos muitas compras de $150... porque o diretor n\u00e3o se importava que fossem apenas $150&quot;, observou ele. Os gastos anuais com software chegaram a $21 milh\u00f5es, ressaltando a necessidade de visibilidade centralizada e consolida\u00e7\u00e3o estrat\u00e9gica.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-visibility-as-the-foundation-for-informed-decisions\">Visibilidade como fundamento para decis\u00f5es informadas<\/h2>\n\n\n\n<p><a href=\"https:\/\/www.lightspeedsystems.com\/pt\/products\/lightspeed-digital-insight\/\" target=\"_blank\" rel=\"noreferrer noopener\">Vis\u00e3o geral da velocidade da luz\u2122<\/a> A plataforma proporcionou a ambos os distritos escolares uma vis\u00e3o unificada de uso, custo e conformidade. Denver reduziu sua lista de aplicativos ativos de mais de 1.000 para 400 ferramentas aprovadas. Northside capacitou l\u00edderes curriculares, diretores e coordenadores acad\u00eamicos com pain\u00e9is de controle em n\u00edvel de campus, permitindo que as decis\u00f5es fossem al\u00e9m das prefer\u00eancias pessoais. Como Carrie observou: \u201cPrecisamos saber o que est\u00e1 sendo usado e o que n\u00e3o est\u00e1, e n\u00e3o basear nossas decis\u00f5es em sentimentos e emo\u00e7\u00f5es ligados ao dispositivo... ou aos aplicativos que realmente gostamos de usar.\u201d<\/p>\n\n\n\n<p>Seguiu-se uma gest\u00e3o financeira respons\u00e1vel. Denver economizou mais de 1.830.000 d\u00f3lares este ano ao consolidar as licen\u00e7as escolares em contratos para todo o distrito. Northside est\u00e1 agora usando dados de utiliza\u00e7\u00e3o de dispositivos para avaliar se a implementa\u00e7\u00e3o do programa 1:1 continua sustent\u00e1vel em todos os n\u00edveis de ensino, especialmente com a possibilidade de renova\u00e7\u00e3o dos iPads, que se aproxima de 33 milh\u00f5es de d\u00f3lares.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-compliance-a-driver-of-transparency-and-trust\">Conformidade: um fator determinante para a transpar\u00eancia e a confian\u00e7a.<\/h2>\n\n\n\n<p>As normas estaduais elevaram a conformidade de um mero detalhe administrativo a uma prioridade estrat\u00e9gica. A Lei Scope do Texas e a lei de acessibilidade HB21-110 do Colorado exigem uma rigorosa responsabiliza\u00e7\u00e3o dos fornecedores. As Escolas P\u00fablicas de Denver publicam todos os adendos de prote\u00e7\u00e3o de dados em seu Menu de Tecnologia Acad\u00eamica (ATM) p\u00fablico, enquanto a Northside exibe o status de aprova\u00e7\u00e3o e a justificativa para cada ferramenta. &quot;Todos podem ver o que foi aprovado e, se algo estiver pendente ou n\u00e3o aprovado, podem ver o motivo&quot;, explicou Carrie.<\/p>\n\n\n\n<p>Essa transpar\u00eancia se estende \u00e0s negocia\u00e7\u00f5es com fornecedores. Ambos os l\u00edderes agora verificam as alega\u00e7\u00f5es de uso com dados em tempo real. Luke corrigiu recentemente um fornecedor que exagerava na ado\u00e7\u00e3o: &quot;na verdade, nos \u00faltimos 6 meses, voc\u00eas tiveram apenas cerca de um ter\u00e7o disso&quot;. Carrie usa as mesmas informa\u00e7\u00f5es para direcionar o interesse do campus para solu\u00e7\u00f5es escal\u00e1veis e em conformidade com as normas. Ela definiu a mudan\u00e7a de mentalidade com clareza: &quot;N\u00e3o estamos apenas tentando ser as pessoas que dizem &#039;n\u00e3o&#039;, estamos tentando ser as pessoas que dizem &#039;sabem&#039;&quot;.\u201c<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-connecting-app-usage-to-instructional-outcomes\">Relacionando o uso de aplicativos aos resultados de aprendizagem<\/h2>\n\n\n\n<p>Os dados revelaram n\u00e3o apenas o que estava sendo usado, mas tamb\u00e9m a efic\u00e1cia com que estava sendo usado. A Northside desenvolveu pain\u00e9is de controle para campi com ensino h\u00edbrido, permitindo que escolas de alto desempenho compartilhassem padr\u00f5es de aplicativos bem-sucedidos. Denver alinhou as ferramentas digitais com sua estrutura de materiais instrucionais de alta qualidade (HQIM), limitando as op\u00e7\u00f5es a 2-5 por caso de uso. &quot;Queremos garantir que isso agregue valor para Denver, em vez de apenas adicionar algo ao nosso ecossistema&quot;, compartilhou Luke.<\/p>\n\n\n\n<p>O suporte especializado tamb\u00e9m melhorou. Com menos ferramentas, os coordenadores de conte\u00fado podem auxiliar os professores de forma mais eficaz durante os rod\u00edzios em sala de aula. Padr\u00f5es de ado\u00e7\u00e3o de IA tamb\u00e9m emergiram: ferramentas generativas aprovadas ganham for\u00e7a mais cedo no ensino fundamental II, enquanto os alunos do ensino m\u00e9dio geralmente optam por plataformas n\u00e3o monitoradas. Essa visibilidade permite o direcionamento de treinamentos e o aprimoramento de pol\u00edticas.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-final-thoughts\">Considera\u00e7\u00f5es finais<\/h2>\n\n\n\n<p>L\u00edderes de distritos escolares como Carrie e Luke est\u00e3o provando que a visibilidade transforma a complexidade em clareza \u2014 e os dados em decis\u00f5es mais inteligentes e sustent\u00e1veis. Se o seu distrito est\u00e1 pronto para ver o que realmente est\u00e1 acontecendo em todo o seu ecossistema digital, <a href=\"https:\/\/www.lightspeedsystems.com\/pt\/request-a-demo\/\" target=\"_blank\" rel=\"noreferrer noopener\">solicite uma demonstra\u00e7\u00e3o<\/a> ou <a href=\"https:\/\/www.lightspeedsystems.com\/pt\/challenges\/free-app-audit\/\" target=\"_blank\" rel=\"noreferrer noopener\">uma auditoria gratuita de aplicativos<\/a> para descobrir custos, riscos e oportunidades ocultos em suas ferramentas atuais.<\/p>\n\n\n\n<p><\/p>","protected":false},"excerpt":{"rendered":"<p>Em nosso mais recente webinar do Lightspeed Insight, os l\u00edderes educacionais Carrie Squyres (Northside ISD, San Antonio) e Luke Mund (Denver Public Schools) compartilharam como a visibilidade em seus ecossistemas digitais os ajuda a tomar decis\u00f5es mais inteligentes e baseadas em dados\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 v27.5 (Yoast SEO v27.5) - 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