{"id":37,"date":"2026-08-11T00:48:53","date_gmt":"2026-08-10T21:48:53","guid":{"rendered":"https:\/\/gundemmuhru.com\/?p=37"},"modified":"2026-08-11T00:48:53","modified_gmt":"2026-08-10T21:48:53","slug":"kamu-politikalarinda-veriye-dayali-karar-alma","status":"publish","type":"post","link":"https:\/\/gundemmuhru.com\/index.php\/kamu-politikalarinda-veriye-dayali-karar-alma\/","title":{"rendered":"Kamu Politikalar\u0131nda Yeni D\u00f6nem: Veriye Dayal\u0131 Karar Alma Neden \u00d6nemli?"},"content":{"rendered":"<figure><img decoding=\"async\" src=\"https:\/\/gundemmuhru.com\/wp-content\/uploads\/2026\/08\/Istanbul-Gundem.jpg\" alt=\"Kamu politikalar\u0131 ve \u015fehir y\u00f6netimi\"><figcaption>Kamu politikalar\u0131nda veri, \u00f6l\u00e7\u00fcm ve etki analizi daha merkezi bir rol \u00fcstleniyor. Foto\u011fraf: Anna Berdnik \/ Unsplash.<\/figcaption><\/figure>\n<p><strong>Kamu politikalar\u0131n\u0131n ba\u015far\u0131s\u0131 yaln\u0131zca iyi niyetli hedefler koymakla \u00f6l\u00e7\u00fclm\u00fcyor.<\/strong> Bir d\u00fczenlemenin, yat\u0131r\u0131m\u0131n veya sosyal program\u0131n ger\u00e7ek hayatta ne sonu\u00e7 do\u011furdu\u011funu izlemek giderek daha \u00f6nemli hale geliyor. Bu nedenle veri toplama, performans g\u00f6stergeleri ve etki analizi modern kamu y\u00f6netiminin temel ara\u00e7lar\u0131 aras\u0131nda.<\/p>\n<h2>\u00d6l\u00e7\u00fclmeyen sorun y\u00f6netilemiyor<\/h2>\n<p>Ula\u015f\u0131m, e\u011fitim, sa\u011fl\u0131k, \u00e7evre veya sosyal destek alan\u0131nda al\u0131nan kararlar\u0131n sonu\u00e7lar\u0131n\u0131 g\u00f6rmek i\u00e7in ba\u015flang\u0131\u00e7 verisine ihtiya\u00e7 var. Sorunun b\u00fcy\u00fckl\u00fc\u011f\u00fc, kimleri etkiledi\u011fi ve hangi b\u00f6lgelerde yo\u011funla\u015ft\u0131\u011f\u0131 bilinmeden kaynaklar\u0131 do\u011fru y\u00f6nlendirmek zorla\u015f\u0131yor. \u0130yi veri, karar vericinin \u00f6ncelik s\u0131ras\u0131n\u0131 daha sa\u011fl\u0131kl\u0131 belirlemesine yard\u0131mc\u0131 oluyor.<\/p>\n<h2>Veri tek ba\u015f\u0131na karar de\u011fildir<\/h2>\n<p>Say\u0131sal g\u00f6stergeler g\u00fc\u00e7l\u00fc bir ara\u00e7 olsa da politika karar\u0131n\u0131n tamam\u0131n\u0131 olu\u015fturmaz. Verinin nas\u0131l topland\u0131\u011f\u0131, hangi gruplar\u0131n g\u00f6r\u00fcnmez kald\u0131\u011f\u0131 ve g\u00f6stergenin ger\u00e7ek hayat\u0131 ne \u00f6l\u00e7\u00fcde yans\u0131tt\u0131\u011f\u0131 da de\u011ferlendirilmelidir. Bu nedenle nitel ara\u015ft\u0131rmalar, saha g\u00f6zlemi ve vatanda\u015f geri bildirimi say\u0131sal veriyi tamamlayan unsurlar.<\/p>\n<h2>Etki analizi kaynak kullan\u0131m\u0131n\u0131 g\u00fc\u00e7lendiriyor<\/h2>\n<p>Bir program\u0131n hedeflenen sonucu \u00fcretip \u00fcretmedi\u011fi d\u00fczenli bi\u00e7imde \u00f6l\u00e7\u00fcld\u00fc\u011f\u00fcnde, ba\u015far\u0131l\u0131 uygulamalar geni\u015fletilebilir; beklenen sonucu vermeyenler ise yeniden tasarlanabilir. Bu yakla\u015f\u0131m kamu harcamalar\u0131n\u0131n verimlili\u011fini art\u0131r\u0131rken kurumlar\u0131n \u00f6\u011frenme kapasitesini de g\u00fc\u00e7lendiriyor.<\/p>\n<h2>A\u00e7\u0131k veri g\u00fcveni destekleyebilir<\/h2>\n<p>Ki\u015fisel bilgileri koruyan ve do\u011fru ba\u011flamla sunulan a\u00e7\u0131k veri, vatanda\u015flar\u0131n kamu hizmetlerini izlemesine imkan tan\u0131r. B\u00fct\u00e7e, ula\u015f\u0131m, \u00e7evre, imar veya hizmet performans\u0131 gibi alanlarda d\u00fczenli veri payla\u015f\u0131m\u0131, karar s\u00fcre\u00e7lerinin daha anla\u015f\u0131l\u0131r olmas\u0131na katk\u0131 sa\u011flayabilir.<\/p>\n<h2>Yapay zek\u00e2 yeni olanaklar ve sorumluluklar getiriyor<\/h2>\n<p>B\u00fcy\u00fck veri setlerinin analizinde yapay zek\u00e2 ve makine \u00f6\u011frenmesi yeni imkanlar sunuyor. Talep tahmini, trafik y\u00f6netimi, kaynak planlamas\u0131 ve risk analizi gibi alanlarda daha h\u0131zl\u0131 de\u011ferlendirmeler yap\u0131labilir. Ancak otomatik sistemlerin karar mekanizmas\u0131na girdi\u011fi her durumda \u015feffafl\u0131k, insan denetimi ve hata ihtimali dikkate al\u0131nmal\u0131.<\/p>\n<p><strong>Sonu\u00e7:<\/strong> Veriye dayal\u0131 y\u00f6netim, siyaseti veya kamu karar\u0131n\u0131 yaln\u0131zca say\u0131lara indirgemek anlam\u0131na gelmiyor. Tam tersine, kararlar\u0131n etkisini g\u00f6r\u00fcn\u00fcr k\u0131lan ve kurumlar\u0131 daha hesap verebilir hale getiren bir y\u00f6ntem sunuyor. \u00d6n\u00fcm\u00fczdeki d\u00f6nemde g\u00fc\u00e7l\u00fc kamu kurumlar\u0131n\u0131n ortak \u00f6zelli\u011fi, \u00f6l\u00e7en, de\u011ferlendiren ve gerekti\u011finde politikas\u0131n\u0131 de\u011fi\u015ftirebilen yap\u0131lar olacak.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Kamu y\u00f6netiminde g\u00fc\u00e7l\u00fc karar art\u0131k yaln\u0131zca deneyime de\u011fil, \u00f6l\u00e7\u00fclebilir veri, etki analizi ve d\u00fczenli geri bildirime dayan\u0131yor.<\/p>\n","protected":false},"author":1,"featured_media":20,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[15,11,24,6],"tags":[],"class_list":["post-37","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-cevre","category-egitim","category-is-dunyasi","category-siyaset"],"blocksy_meta":{"styles_descriptor":{"styles":{"desktop":"","tablet":"","mobile":""},"google_fonts":[],"version":7}},"_links":{"self":[{"href":"https:\/\/gundemmuhru.com\/index.php\/wp-json\/wp\/v2\/posts\/37","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/gundemmuhru.com\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/gundemmuhru.com\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/gundemmuhru.com\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/gundemmuhru.com\/index.php\/wp-json\/wp\/v2\/comments?post=37"}],"version-history":[{"count":0,"href":"https:\/\/gundemmuhru.com\/index.php\/wp-json\/wp\/v2\/posts\/37\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/gundemmuhru.com\/index.php\/wp-json\/wp\/v2\/media\/20"}],"wp:attachment":[{"href":"https:\/\/gundemmuhru.com\/index.php\/wp-json\/wp\/v2\/media?parent=37"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/gundemmuhru.com\/index.php\/wp-json\/wp\/v2\/categories?post=37"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/gundemmuhru.com\/index.php\/wp-json\/wp\/v2\/tags?post=37"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}