{"id":10276,"date":"2022-04-02T10:20:55","date_gmt":"2022-04-02T07:20:55","guid":{"rendered":"https:\/\/www.tuni.fi\/norssi\/?p=10276"},"modified":"2025-07-28T10:33:49","modified_gmt":"2025-07-28T07:33:49","slug":"sensorointitutkimus","status":"publish","type":"post","link":"https:\/\/www.tuni.fi\/norssi\/sensorointitutkimus\/","title":{"rendered":"Tutkimusraportti opetustilan sensoroinnista"},"content":{"rendered":"<div  class='flex_column av-zwbplw-ae43e57b47be8a4b6e6e9a87bff5011d av_three_fifth  avia-builder-el-0  el_before_av_two_fifth  avia-builder-el-first  first flex_column_div  '     ><section  class='av_textblock_section av-1oai2w4-b42f8d6c68c1c30138435a9b73370798 '   itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/BlogPosting\" itemprop=\"blogPost\" ><div class='avia_textblock'  itemprop=\"text\" ><h3><strong>Uusi FCLAB-tutkimus julkaistu 3\/2022<\/strong><\/h3>\n<h2><strong>AVOIMEN OPPIMISYMP\u00c4RIST\u00d6N JA PERINTEISEN LUOKKATILAN VERTAILUA<\/strong><\/h2>\n<h3><strong>\u00c4\u00e4nenvoimakkuuden ja hiilidioksidipitoisuuden analyysi Telian mittasensoridatasta<\/strong><br \/>\n<strong>Jasper Kosonen, Mikko Horila &amp; Tuomo Tammi<\/strong><\/h3>\n<p>Avoimet oppimisymp\u00e4rist\u00f6t eiv\u00e4t aina ole saaneet l\u00e4mmint\u00e4 vastaanottoa kaikilta tahoilta. Mediassa tiloja kuvataan usein \u00e4\u00e4nekk\u00e4iksi ja tilojen ty\u00f6rauhasta ollaan huolissaan. Onko asia v\u00e4ltt\u00e4m\u00e4tt\u00e4 n\u00e4in? Mit\u00e4 sensorointi ja mitattu data kertoo asiasta? Aihetta on tutkittu FCLabin Tampereen yksik\u00f6ss\u00e4 12\/2021, ja tutkimusraportti on julkaistu 3\/2022.<\/p>\n<p>Tutkimus tehtiin Tampereen yliopiston normaalikoulussa KAKS10-oppimisymp\u00e4rist\u00f6ss\u00e4, joka on joka on moderni oppimisymp\u00e4rist\u00f6 ja osa Future Classroom Lab (FCLab) oppimisymp\u00e4rist\u00f6hanketta. Oppimisymp\u00e4rist\u00f6 on suunniteltu oppimisen vy\u00f6hykkeiden mukaan ja varustettu monipuolisella teknologialla. Tiloihin asennetut Telian sensorit mittaavat tiloista reaaliaikaista \u00e4\u00e4nenvoimakkuutta, hiilidioksidipitoisuutta, l\u00e4mp\u00f6tilaa, ilmanpainetta sek\u00e4 muita sis\u00e4ilmasta mitattavia suureita. N\u00e4in ollen luokkatiloja pystyt\u00e4\u00e4n vertailemaan kesken\u00e4\u00e4n sek\u00e4 laadullisesti ett\u00e4 m\u00e4\u00e4r\u00e4llisesti.<\/p>\n<p>Telian sensorien avulla tutkimuksessa ker\u00e4ttiin tietoa, ja sensoridatasta p\u00e4\u00e4tettiin Kososen ym. (2022) tutkimuksessa keskitty\u00e4 avoimen oppimisymp\u00e4rist\u00f6n ja perinteisen luokkatilan \u00e4\u00e4nenvoimakkuuden ja hiilidioksidipitoisuuden erojen analysointiin, sill\u00e4 n\u00e4m\u00e4 n\u00e4htiin merkitt\u00e4viksi tekij\u00f6iksi luokan ty\u00f6rauhan muodostumisessa. Tutkimus koostui viikon mittaisesta seurantajaksosta, jonka aikana kummankin tilan sensoridataa analysoitiin tarkemmin ja sen rinnalle ker\u00e4ttiin my\u00f6s laadullista aineistoa oppituntien pit\u00e4jilt\u00e4. Varsinainen tutkimus suoritettiin yhteisty\u00f6ss\u00e4 Telian kanssa, ja se oli osa aineenopettajan pedagogisten opintojen laajentavaa harjoittelua.<\/p>\n<p>Tutustu tutkimusraporttiin:<br \/>\n<a href=\"https:\/\/fclab.fi\/wordpress\/wp-content\/uploads\/FCLab-sensorointiraportti-3-2022-Tampere.pdf\" target=\"_blank\" rel=\"noopener\">https:\/\/fclab.fi\/wordpress\/wp-content\/uploads\/FCLab-sensorointiraportti-3-2022-Tampere.pdf<\/a><\/p>\n<p><sub><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-8235\" src=\"https:\/\/www.tuni.fi\/norssi\/wp-content\/uploads\/blanco-20x100-1.png\" alt=\"\" width=\"100\" height=\"20\" \/><\/sub><\/p>\n<\/div><\/section><br \/>\n\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-16bkgys-8bd3604ef0f871d80f867465046ab90e\">\n#top .hr.hr-invisible.av-16bkgys-8bd3604ef0f871d80f867465046ab90e{\nheight:10px;\n}\n<\/style>\n<div  class='hr av-16bkgys-8bd3604ef0f871d80f867465046ab90e hr-invisible  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class=\"avia-image-overlay-wrap\"><img decoding=\"async\" fetchpriority=\"high\" class='wp-image-10278 avia-img-lazy-loading-not-10278 avia_image ' src=\"https:\/\/www.tuni.fi\/norssi\/wp-content\/uploads\/kaksio-vyohykkeet-pohjakuva-1000px.jpg\" alt='' title='kaksio-vyohykkeet-pohjakuva-1000px'  height=\"922\" width=\"1000\"  itemprop=\"thumbnailUrl\" srcset=\"https:\/\/www.tuni.fi\/norssi\/wp-content\/uploads\/kaksio-vyohykkeet-pohjakuva-1000px.jpg 1000w, https:\/\/www.tuni.fi\/norssi\/wp-content\/uploads\/kaksio-vyohykkeet-pohjakuva-1000px-500x461.jpg 500w, https:\/\/www.tuni.fi\/norssi\/wp-content\/uploads\/kaksio-vyohykkeet-pohjakuva-1000px-768x708.jpg 768w, https:\/\/www.tuni.fi\/norssi\/wp-content\/uploads\/kaksio-vyohykkeet-pohjakuva-1000px-705x650.jpg 705w\" sizes=\"(max-width: 1000px) 100vw, 1000px\" \/><\/div><\/div><\/div><br \/>\n\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-v3wktg-314bf77547b021b901b6d71344e84c7e\">\n#top .hr.hr-invisible.av-v3wktg-314bf77547b021b901b6d71344e84c7e{\nheight:30px;\n}\n<\/style>\n<div  class='hr av-v3wktg-314bf77547b021b901b6d71344e84c7e hr-invisible  avia-builder-el-7  el_after_av_image  el_before_av_image '><span class='hr-inner '><span class=\"hr-inner-style\"><\/span><\/span><\/div><br \/>\n\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-l11w6o25-6bb5fa52f8535a2fb218784f9cca315b\">\n.avia-image-container.av-l11w6o25-6bb5fa52f8535a2fb218784f9cca315b img.avia_image{\nbox-shadow:none;\n}\n.avia-image-container.av-l11w6o25-6bb5fa52f8535a2fb218784f9cca315b .av-image-caption-overlay-center{\ncolor:#ffffff;\n}\n<\/style>\n<div  class='avia-image-container av-l11w6o25-6bb5fa52f8535a2fb218784f9cca315b av-styling- avia-align-center  avia-builder-el-8  el_after_av_hr  avia-builder-el-last '   itemprop=\"image\" itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/ImageObject\" ><div class=\"avia-image-container-inner\"><div class=\"avia-image-overlay-wrap\"><img decoding=\"async\" fetchpriority=\"high\" class='wp-image-10279 avia-img-lazy-loading-not-10279 avia_image ' src=\"https:\/\/www.tuni.fi\/norssi\/wp-content\/uploads\/kaksio-1.jpg\" alt='' title='kaksio-1'  height=\"500\" width=\"500\"  itemprop=\"thumbnailUrl\" srcset=\"https:\/\/www.tuni.fi\/norssi\/wp-content\/uploads\/kaksio-1.jpg 500w, https:\/\/www.tuni.fi\/norssi\/wp-content\/uploads\/kaksio-1-80x80.jpg 80w, https:\/\/www.tuni.fi\/norssi\/wp-content\/uploads\/kaksio-1-36x36.jpg 36w, https:\/\/www.tuni.fi\/norssi\/wp-content\/uploads\/kaksio-1-180x180.jpg 180w\" sizes=\"(max-width: 500px) 100vw, 500px\" \/><\/div><\/div><\/div><\/p><\/div><\/p>\n<div  class='hr av-kxmpgk-4958d99591594aebb7d28c6e182bcda3 hr-default  avia-builder-el-9  el_after_av_two_fifth  avia-builder-el-last '><span class='hr-inner '><span class=\"hr-inner-style\"><\/span><\/span><\/div>\n","protected":false},"excerpt":{"rendered":"<p>Avoimet oppimisymp\u00e4rist\u00f6t eiv\u00e4t aina ole saaneet l\u00e4mmint\u00e4 vastaanottoa kaikilta tahoilta. Mediassa tiloja kuvataan usein \u00e4\u00e4nekk\u00e4iksi ja tilojen ty\u00f6rauhasta ollaan huolissaan. Onko asia v\u00e4ltt\u00e4m\u00e4tt\u00e4 n\u00e4in? Mit\u00e4 sensorointi ja mitattu data kertoo asiasta? Aihetta on tutkittu FCLabin Tampereen yksik\u00f6ss\u00e4 12\/2021, ja tutkimusraportti on julkaistu 3\/2022.<\/p>\n","protected":false},"author":8,"featured_media":14912,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1,7,6,3,16,4],"tags":[],"class_list":["post-10276","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-alakoulu","category-etusivu","category-perusaste","category-tiedotteet","category-tutkoke","category-ylakoulu"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.3 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Tutkimusraportti opetustilan sensoroinnista - Tampereen yliopiston normaalikoulu<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.tuni.fi\/norssi\/sensorointitutkimus\/\" \/>\n<meta property=\"og:locale\" content=\"fi_FI\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Tutkimusraportti opetustilan sensoroinnista - Tampereen yliopiston normaalikoulu\" \/>\n<meta property=\"og:description\" content=\"Avoimet oppimisymp\u00e4rist\u00f6t eiv\u00e4t aina ole saaneet l\u00e4mmint\u00e4 vastaanottoa kaikilta tahoilta. Mediassa tiloja kuvataan usein \u00e4\u00e4nekk\u00e4iksi ja tilojen ty\u00f6rauhasta ollaan huolissaan. Onko asia v\u00e4ltt\u00e4m\u00e4tt\u00e4 n\u00e4in? Mit\u00e4 sensorointi ja mitattu data kertoo asiasta? Aihetta on tutkittu FCLabin Tampereen yksik\u00f6ss\u00e4 12\/2021, ja tutkimusraportti on julkaistu 3\/2022.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.tuni.fi\/norssi\/sensorointitutkimus\/\" \/>\n<meta property=\"og:site_name\" content=\"Tampereen yliopiston normaalikoulu\" \/>\n<meta property=\"article:published_time\" content=\"2022-04-02T07:20:55+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2025-07-28T07:33:49+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/www.tuni.fi\/norssi\/wp-content\/uploads\/lnk-1.png\" \/>\n\t<meta property=\"og:image:width\" content=\"194\" \/>\n\t<meta property=\"og:image:height\" content=\"206\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/png\" \/>\n<meta name=\"author\" content=\"Tuomo\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Kirjoittanut\" \/>\n\t<meta name=\"twitter:data1\" content=\"Tuomo\" \/>\n\t<meta name=\"twitter:label2\" content=\"Arvioitu lukuaika\" \/>\n\t<meta name=\"twitter:data2\" content=\"7 minuuttia\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/www.tuni.fi\\\/norssi\\\/sensorointitutkimus\\\/#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/www.tuni.fi\\\/norssi\\\/sensorointitutkimus\\\/\"},\"author\":{\"name\":\"Tuomo\",\"@id\":\"https:\\\/\\\/www.tuni.fi\\\/norssi\\\/#\\\/schema\\\/person\\\/62cf3c67e2fe3b32d2c1a9867f4cadb6\"},\"headline\":\"Tutkimusraportti opetustilan sensoroinnista\",\"datePublished\":\"2022-04-02T07:20:55+00:00\",\"dateModified\":\"2025-07-28T07:33:49+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/www.tuni.fi\\\/norssi\\\/sensorointitutkimus\\\/\"},\"wordCount\":1355,\"image\":{\"@id\":\"https:\\\/\\\/www.tuni.fi\\\/norssi\\\/sensorointitutkimus\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/www.tuni.fi\\\/norssi\\\/wp-content\\\/uploads\\\/lnk-1.png\",\"articleSection\":[\"alakoulu\",\"etusivu\",\"perusaste\",\"tiedote\",\"tutkoke\",\"yl\u00e4koulu\"],\"inLanguage\":\"fi\"},{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/www.tuni.fi\\\/norssi\\\/sensorointitutkimus\\\/\",\"url\":\"https:\\\/\\\/www.tuni.fi\\\/norssi\\\/sensorointitutkimus\\\/\",\"name\":\"Tutkimusraportti opetustilan sensoroinnista - 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Mediassa tiloja kuvataan usein \u00e4\u00e4nekk\u00e4iksi ja tilojen ty\u00f6rauhasta ollaan huolissaan. Onko asia v\u00e4ltt\u00e4m\u00e4tt\u00e4 n\u00e4in? Mit\u00e4 sensorointi ja mitattu data kertoo asiasta? 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