{"product_id":"data-action-using-data-for-public-good-0262044196-used","title":"Data Action: Using Data for Public Good","description":"\u003cp\u003e\u003cstrong\u003eISBN:\u003c\/strong\u003e 0262044196\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eAuthor:\u003c\/strong\u003e Williams, Sarah\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eCondition:\u003c\/strong\u003e Used\u003c\/p\u003e\u003cp\u003eHow to use data as a tool for empowerment rather than oppression.Big data can be used for good--from tracking disease to exposing human rights violations--and for bad--implementing surveillance and control. Data inevitably represents the ideologies of those who control its use; data analytics and algorithms too often exclude women, the poor, and ethnic groups. In Data Action, Sarah Williams provides a guide for working with data in more ethical and responsible ways. Too often data has been used--and manipulated--to make policy decisions without much stakeholder input. Williams outlines a method that emphasizes collaboration among data scientists, policy experts, data designers, and the public. This approach creates trust and co-ownership in the data by opening the process to those who know the issues best.\u003c\/p\u003e","brand":"Mia Karts","offers":[{"title":"Default Title","offer_id":67890287411488,"sku":"USED0262044196","price":17.41,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0980\/7426\/3840\/files\/91sUzAXQAaL.jpg?v=1792552228","url":"https:\/\/miakarts.com\/products\/data-action-using-data-for-public-good-0262044196-used","provider":"Miakarts Books","version":"1.0","type":"link"}