A foundational text defining the methodologies for integrating qualitative inquiry with data analytics. This work established the core frameworks for auditing algorithmic systems in social contexts.<\/p>\n\n\n\n
[MIT Press<\/a>, Amazon<\/a>]<\/p>\n\n\n\n My current manuscript audits the ‘friction’ between policy goals and technical reality in public sector agencies. I am identifying specific failure modes in healthcare, housing, higher education child welfare AI\/algorithms and others.<\/p>\n\n\n\n I am currently collecting case studies for this manuscript.<\/p>\n\n\n\n CLICK HERE TO SUBMIT A CASE STUDY<\/strong><\/a><\/p>\n","protected":false},"excerpt":{"rendered":" Human-Centered Data Science (MIT Press, 2022) A foundational text defining the methodologies for integrating qualitative inquiry with data analytics. This work established the core frameworks for auditing algorithmic systems in social contexts. [MIT Press, Amazon] Public Interest Technology (In Progress) My current manuscript audits the ‘friction’ between policy goals and technical reality in public sector … Read more<\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-175","page","type-page","status-publish"],"jetpack_sharing_enabled":true,"_links":{"self":[{"href":"https:\/\/shionguha.ca\/index.php?rest_route=\/wp\/v2\/pages\/175","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/shionguha.ca\/index.php?rest_route=\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/shionguha.ca\/index.php?rest_route=\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/shionguha.ca\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/shionguha.ca\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=175"}],"version-history":[{"count":1,"href":"https:\/\/shionguha.ca\/index.php?rest_route=\/wp\/v2\/pages\/175\/revisions"}],"predecessor-version":[{"id":176,"href":"https:\/\/shionguha.ca\/index.php?rest_route=\/wp\/v2\/pages\/175\/revisions\/176"}],"wp:attachment":[{"href":"https:\/\/shionguha.ca\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=175"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}Public Interest Technology (In Progress)<\/h2>\n\n\n\n