{"product_id":"data-action-using-data-for-public-good-9780262044196b","title":"Data Action: Using Data for Public Good","description":"\u003cb\u003eHow to use data as a tool for empowerment rather than oppression.\u003c\/b\u003e\u003cbr\u003e\u003cbr\u003eBig 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 \u003ci\u003eData Action\u003c\/i\u003e, 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.","brand":"MIT Press","offers":[{"title":"Bargain","offer_id":42817815019600,"sku":"9780262044196B","price":16.49,"currency_code":"USD","in_stock":false}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0592\/8173\/5760\/files\/9780262044196-l.jpg?v=1785866510","url":"https:\/\/bookoutlet.com\/products\/data-action-using-data-for-public-good-9780262044196b","provider":"Book Outlet","version":"1.0","type":"link"}