{"product_id":"knowledge-base-shapes-use-of-space-knowledge-workers-spatial-choices-von-juanjuan-zhao","title":"Knowledge base shapes use of space: Knowledge workers' spatial choices","description":"\u003cp\u003eKnowledge workers contribute to regional competitiveness and growth. To attract and retain them in a region, it is necessary to have a better understanding of their fundamental spatially-related behaviors including residence, workplace, and commute choices. The case study was conducted in the metropolitan region of Munich. Various types of data are integrated: structural statistical and individually-based web-survey data; individuals' actual choices and their stated importance; positional and relational data. Two conclusions are drawn: Firstly, the features of the knowledge base are evident in the spatial choices and different groups of knowledge workers clearly display distinct choices. Secondly, there is a consistency of characteristics between residence, workplace, as well as along the commute path of knowledge workers. These conclusions may provide insights for urban planners and policy-makers regarding the attraction and retention of knowledge workers.\u003c\/p\u003e\u003cdiv class=\"aw-variant-hidden-subtitle-div\" id=\"aw-variant-subtitle-9786202323352\"\u003e\u003ch3\u003e\u003c\/h3\u003e\u003c\/div\u003e","brand":"Autorenwelt Shop","offers":[{"title":"Softcover - 9786202323352","offer_id":40149950333021,"sku":"9786202323352","price":94.9,"currency_code":"EUR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0940\/0622\/files\/62d478cd-8ffb-4c80-a6e7-2fa5977db40f.jpg?v=1772867113","url":"https:\/\/shop.autorenwelt.de\/en\/products\/knowledge-base-shapes-use-of-space-knowledge-workers-spatial-choices-von-juanjuan-zhao","provider":"Autorenwelt Shop","version":"1.0","type":"link"}