{"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\/fi\/blog\/turning-app-data-into-answers-that-drive-action\/","title":{"rendered":"Sovellusdatan muuttaminen toimintaa ohjaaviksi vastauksiksi"},"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 keskeist\u00e4 oppimateriaalia<\/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>Dataan perustuva p\u00e4\u00e4t\u00f6ksenteko v\u00e4hent\u00e4\u00e4 ennakkoluuloja:<\/strong> Varusta opetussuunnitelma-, kampus- ja taloustiimit k\u00e4ytt\u00f6analytiikalla, jotta uudistukset ja hankinnat voidaan tehd\u00e4 tosiasioiden, ei mielialojen, perusteella.<\/li>\n\n\n\n<li class=\"has-text-color has-link-color wp-elements-c2ad3ddd9be6adf943b64dac6e86eeba\" style=\"color:#00afd7\"><strong>Strategisten ty\u00f6kalujen rajoitus parantaa keskittymist\u00e4 ja tukea:<\/strong> K\u00e4yt\u00e4 opetusk\u00e4ytt\u00f6tapausta kohden 2\u20135 ty\u00f6kalua rajoituksena, jota arvioidaan HQIM-matriiseja vasten, johdonmukaisuuden, asiantuntijakapasiteetin ja mitattavissa olevan vaikutuksen parantamiseksi.<\/li>\n\n\n\n<li class=\"has-text-color has-link-color wp-elements-b859176874c2af2e51211bb6009a8ab3\" style=\"color:#00afd7\"><strong>L\u00e4pin\u00e4kyvyys lis\u00e4\u00e4 luottamusta vaatimustenmukaisuuden osalta:<\/strong> Jaa julkisesti hyv\u00e4ksymiskriteerit, datasopimukset ja saavutettavuusdokumentaatio \u2013 ja aseta teknologiajohtajat &quot;osaaviksi ihmisiksi&quot; \u2013 edist\u00e4\u00e4ksesi ymm\u00e4rryst\u00e4 henkil\u00f6st\u00f6n, perheiden ja toimittajien keskuudessa.<\/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>Nyky\u00e4\u00e4n koulupiireilt\u00e4 pyydet\u00e4\u00e4n enemm\u00e4n tekemist\u00e4 v\u00e4hemm\u00e4ll\u00e4, teknologiabudjettien venytt\u00e4misest\u00e4 kasvavien yksityisyydensuojavaatimusten t\u00e4ytt\u00e4miseen ja sen varmistamiseen, ett\u00e4 jokainen digitaalinen ty\u00f6kalu tukee oppimista. Viimeisimm\u00e4ss\u00e4 Lightspeed Insight -webinaarissamme koulutusalan johtajat Carrie Squyres (Northside ISD, San Antonio) ja Luke Mund (Denverin julkiset koulut) jakoivat, kuinka n\u00e4kyvyys digitaalisissa ekosysteemeiss\u00e4 auttaa heit\u00e4 tekem\u00e4\u00e4n \u00e4lykk\u00e4\u00e4mpi\u00e4, dataan perustuvia p\u00e4\u00e4t\u00f6ksi\u00e4, jotka pit\u00e4v\u00e4t opetuksen ja turvallisuuden linjassa.<\/p>\n\n\n\n<p>Etk\u00f6 p\u00e4\u00e4ssyt webinaariin? <a href=\"https:\/\/www.lightspeedsystems.com\/fi\/resources\/webinars\/turning-app-data-into-answers-that-drive-action\/\" target=\"_blank\" rel=\"noreferrer noopener\">Katso tallenne t\u00e4\u00e4lt\u00e4.<\/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\">Pandemian j\u00e4lkeinen sovellusten lis\u00e4\u00e4ntyminen ja sen pysyv\u00e4 vaikutus koulupiireihin<\/h2>\n\n\n\n<p>Siirtyminen yksil\u00f6laitteisiin pandemian aikana toi ennenn\u00e4kem\u00e4tt\u00f6m\u00e4n sovellustulvan. Carrie pohti muutosta: \u201cMeill\u00e4 oli t\u00e4m\u00e4 potti rahaa, jota pystyimme k\u00e4ytt\u00e4m\u00e4\u00e4n ja ostamaan kaikki n\u00e4m\u00e4 laitteet ja kaikki sovellukset ja kaikki alustat, jotka siihen liittyiv\u00e4t.\u201d Northside ISD:lle ja monille koulupiireille t\u00e4m\u00e4 nopea laajentuminen loi pitk\u00e4aikaista taloudellista painetta, ja ohjelmistojen uusimisen on nyt kilpailtava tiukkojen budjettien rajoissa.<\/p>\n\n\n\n<p>Denverin julkiset koulut kohtasivat samanlaisen haasteen. Luken tiimi paljasti yli 1 000 k\u00e4yt\u00f6ss\u00e4 olevaa sovellusta, joista monet oli hankittu pienten, hajautettujen hankintojen kautta. \u201cMeill\u00e4 oli valtavasti $150-hankintoja... koska rehtori ei v\u00e4litt\u00e4nyt siit\u00e4, ett\u00e4 kyseess\u00e4 oli vain $150\u201d, h\u00e4n totesi. Vuosittaiset ohjelmistomenot nousivat $21 miljoonaan, mik\u00e4 korostaa keskitetyn n\u00e4kyvyyden ja strategisen konsolidoinnin tarvetta.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-visibility-as-the-foundation-for-informed-decisions\">N\u00e4kyvyys tietoon perustuvien p\u00e4\u00e4t\u00f6sten perustana<\/h2>\n\n\n\n<p><a href=\"https:\/\/www.lightspeedsystems.com\/fi\/products\/lightspeed-digital-insight\/\" target=\"_blank\" rel=\"noreferrer noopener\">Lightspeed Insight\u2122<\/a> tarjosi molemmille koulupiireille yhten\u00e4isen kuvan k\u00e4yt\u00f6st\u00e4, kustannuksista ja vaatimustenmukaisuudesta. Denver v\u00e4hensi aktiivisten sovellusten luetteloaan yli 1 000:sta 400:aan hyv\u00e4ksyttyyn ty\u00f6kaluun. Northside antoi opetussuunnitelmien johtajille, rehtoreille ja akateemisille dekaaneille kampustason hallintapaneelien avulla mahdollisuuden vied\u00e4 p\u00e4\u00e4t\u00f6kset henkil\u00f6kohtaisten mieltymysten ulkopuolelle. Kuten Carrie totesi: &quot;Meid\u00e4n on tiedett\u00e4v\u00e4, mit\u00e4 k\u00e4ytet\u00e4\u00e4n ja mit\u00e4 ei k\u00e4ytet\u00e4, eik\u00e4 meid\u00e4n pid\u00e4 perustaa p\u00e4\u00e4t\u00f6ksi\u00e4mme laitteeseen liittyviin tunteisiin... tai sovelluksiin, joita todella k\u00e4yt\u00e4mme.&quot;\u201c<\/p>\n\n\n\n<p>Seurasi taloudenhoito. Denver s\u00e4\u00e4sti t\u00e4n\u00e4 vuonna yli 1 830 000 dollaria yhdist\u00e4m\u00e4ll\u00e4 koulutason lisenssit piirikunnan laajuisiksi sopimuksiksi. Northside k\u00e4ytt\u00e4\u00e4 nyt laitteiden k\u00e4ytt\u00f6tietoja arvioidakseen, onko henkil\u00f6kohtainen k\u00e4ytt\u00f6\u00f6notto edelleen kest\u00e4v\u00e4\u00e4 kaikilla luokka-asteilla, erityisesti kun mahdolliset iPad-p\u00e4ivitykset l\u00e4hestyv\u00e4t 1 833 000 dollaria.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-compliance-a-driver-of-transparency-and-trust\">Vaatimustenmukaisuus: L\u00e4pin\u00e4kyvyyden ja luottamuksen ajuri<\/h2>\n\n\n\n<p>Osavaltiotason m\u00e4\u00e4r\u00e4ykset ovat nostaneet vaatimustenmukaisuuden hallinnollisista yksityiskohdista strategiseksi prioriteetiksi. Texasin Scope Act ja Coloradon HB21-110-esteett\u00f6myyslaki edellytt\u00e4v\u00e4t tiukkaa toimittajien vastuuta. Denverin julkiset koulut julkaisevat kaikki tietosuojaliitteet julkisessa Academic Technology Menu (ATM) -palvelussaan, kun taas Northside n\u00e4ytt\u00e4\u00e4 jokaisen ty\u00f6kalun hyv\u00e4ksymistilan ja perustelut. &quot;Kaikki voivat n\u00e4hd\u00e4, mit\u00e4 on hyv\u00e4ksytty, ja jos jokin on vireill\u00e4 tai hyl\u00e4tty, he voivat n\u00e4hd\u00e4 miksi&quot;, Carrie selitti.<\/p>\n\n\n\n<p>T\u00e4m\u00e4 l\u00e4pin\u00e4kyvyys ulottuu my\u00f6s toimittajaneuvotteluihin. Molemmat johtajat tarkistavat nyt k\u00e4ytt\u00f6v\u00e4itt\u00e4m\u00e4t reaaliaikaisella datalla. Luke korjasi hiljattain toimittajan liioittelua k\u00e4ytt\u00f6\u00f6notosta: &quot;Itse asiassa viimeisen kuuden kuukauden aikana teill\u00e4 on ollut vain noin kolmannes siit\u00e4.&quot; Carrie k\u00e4ytt\u00e4\u00e4 samoja n\u00e4kemyksi\u00e4 ohjatakseen kampustason kiinnostusta skaalautuviin ja vaatimustenmukaisiin ratkaisuihin. H\u00e4n muotoili ajattelutavan muutoksen selke\u00e4sti: &quot;Emme yrit\u00e4 olla vain &#039;ei&#039;-ihmisi\u00e4, vaan &#039;tiet\u00e4myst\u00e4&#039;-ihmisi\u00e4.&quot;\u201c<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-connecting-app-usage-to-instructional-outcomes\">Sovelluksen k\u00e4yt\u00f6n yhdist\u00e4minen opetustuloksiin<\/h2>\n\n\n\n<p>Data paljasti paitsi mit\u00e4 k\u00e4ytettiin, my\u00f6s kuinka tehokkaasti. Northside kehitti sulautuvan oppimisen kampuksille koontin\u00e4ytt\u00f6j\u00e4, joiden avulla parhaiten menestyv\u00e4t koulut pystyiv\u00e4t jakamaan onnistuneita sovellusmalleja. Denver yhdenmukaisti digitaaliset ty\u00f6kalut korkealaatuisten opetusmateriaalien (HQIM) viitekehyksen kanssa ja rajoitti vaihtoehtoja 2\u20135 k\u00e4ytt\u00f6tapausta kohden. \u201cHaluamme todella varmistaa, ett\u00e4 sill\u00e4 on lis\u00e4arvoa Denverille sen sijaan, ett\u00e4 se vain lis\u00e4isi jotain ekosysteemiimme\u201d, Luke kertoi.<\/p>\n\n\n\n<p>My\u00f6s asiantuntijatuki parani. V\u00e4hemm\u00e4n ty\u00f6kaluja hy\u00f6dynt\u00e4en sis\u00e4ll\u00f6ntuottajat voivat mielekk\u00e4\u00e4mmin auttaa opettajia luokkahuoneiden harjoittelussa. My\u00f6s teko\u00e4lyn k\u00e4ytt\u00f6\u00f6nottomalleja on tullut esiin \u2013 hyv\u00e4ksytyt generatiiviset ty\u00f6kalut saavat jalansijaa aikaisemmin yl\u00e4asteella, kun taas lukiolaiset usein k\u00e4ytt\u00e4v\u00e4t valvomattomia alustoja. T\u00e4m\u00e4 n\u00e4kyvyys ohjaa kohdennettua koulutusta ja k\u00e4yt\u00e4nt\u00f6jen tarkentamista.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-final-thoughts\">Viimeisi\u00e4 ajatuksia<\/h2>\n\n\n\n<p>Koulupiirin johtajat, kuten Carrie ja Luke, todistavat, ett\u00e4 n\u00e4kyvyys muuttaa monimutkaisuuden selkeydeksi \u2013 ja datan \u00e4lykk\u00e4\u00e4mmiksi ja kest\u00e4v\u00e4mmiksi p\u00e4\u00e4t\u00f6ksiksi. Jos koulupiirisi on valmis n\u00e4kem\u00e4\u00e4n, mit\u00e4 sen digitaalisessa ekosysteemiss\u00e4 todella tapahtuu, <a href=\"https:\/\/www.lightspeedsystems.com\/fi\/request-a-demo\/\" target=\"_blank\" rel=\"noreferrer noopener\">pyyd\u00e4 demo<\/a> tai <a href=\"https:\/\/www.lightspeedsystems.com\/fi\/challenges\/free-app-audit\/\" target=\"_blank\" rel=\"noreferrer noopener\">ilmainen sovellustarkastus<\/a> paljastaaksesi piilevi\u00e4 kustannuksia, riskej\u00e4 ja mahdollisuuksia nykyisiss\u00e4 ty\u00f6kaluissasi.<\/p>\n\n\n\n<p><\/p>","protected":false},"excerpt":{"rendered":"<p>Viimeisimm\u00e4ss\u00e4 Lightspeed Insight -webinaarissamme koulutusalan johtajat Carrie Squyres (Northside ISD, San Antonio) ja Luke Mund (Denverin julkiset koulut) jakoivat tietoa siit\u00e4, miten n\u00e4kyvyys digitaalisissa ekosysteemeiss\u00e4 auttaa heit\u00e4 tekem\u00e4\u00e4n \u00e4lykk\u00e4\u00e4mpi\u00e4, dataan perustuvia p\u00e4\u00e4t\u00f6ksi\u00e4\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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