[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"doc-detail-33354":3,"doc-seo-33354":27},{"code":4,"msg":5,"data":6},0,"success",{"doc_id":7,"user_id":8,"nickname":9,"user_avatar":10,"doc_module":4,"category_id":11,"category_name":12,"doc_title":13,"doc_description":14,"file_id":15,"file_url":16,"file_type":17,"file_size":18,"view_count":4,"is_deleted":4,"is_public":19,"is_downloadable":19,"audit_status":19,"page_count":20,"language":21,"language_code":22,"table_of_contents":23,"faqs":24,"seo_title":13,"seo_description":14,"update_tm":25,"read_time":26},33354,5909877438554,"Maeve","https://ap-avatar.wpscdn.com/avatar/5600025385ad2bf12a7?_k=1778553567797529272",8,"Research & Report","Ignorance and Uncertainty: Emerging Paradigms","Ignorance and Uncertainty: Emerging Paradigms explores how recent intellectual developments have reshaped thinking about ignorance and nonprobabilistic uncertainty. The work connects changes in probability theory, Bayesian decision perspectives, and developments in psychology, economics, management science, sociology, and risk analysis. It argues that new frameworks move beyond older strategies of eliminating or absorbing ignorance toward understanding, tolerating, and even utilizing specific kinds of ignorance, reflecting a possible paradigmatic shift.","cbCairO5ZUZmU4pA","https://ap.wps.com/l/cbCairO5ZUZmU4pA","pdf",7835653,1,403,"English","en","# Preface\n## Origins of interest in ignorance\n## From uncertainty to nonprobabilistic frameworks\n## Social construction and the sociology of ignorance\n## Emerging paradigms and managerial responses\n## Open questions and scope of the overview","[{\"question\":\"What motivated the author to focus on ignorance and uncertainty?\",\"answer\":\"The author describes a long personal engagement with ignorance, beginning with undergraduate probability studies and expanding through Bayesian inference, decision theory, and later sociological research on human thought and socially constructed knowledge.\"},{\"question\":\"How does the book link probability-based uncertainty to nonprobabilistic frameworks?\",\"answer\":\"The author argues that attempts using nonprobabilistic uncertainty frameworks (such as fuzzy set theory) and efforts toward a sociology of ignorance stem from the same underlying trend in Western intellectual culture and are connected.\"},{\"question\":\"What major change in responding to ignorance does the book emphasize?\",\"answer\":\"The book highlights a shift from trying to eliminate or absorb ignorance to adopting more “managerial” approaches—attempting to understand, tolerate, and sometimes utilize certain kinds of ignorance.\"}]",1782207674,1016,{"code":4,"msg":28,"data":29},"ok",{"site_id":30,"language":22,"slug":31,"title":13,"keywords":32,"description":14,"schema_data":33,"social_meta":84,"head_meta":86,"extra_data":88,"updated_unix":25},105,"ignorance-and-uncertainty-emerging-paradigms","",{"@graph":34,"@context":83},[35,52,66],{"@type":36,"itemListElement":37},"BreadcrumbList",[38,42,46,49],{"item":39,"name":40,"@type":41,"position":19},"https://docshare.wps.com","Home","ListItem",{"item":43,"name":44,"@type":41,"position":45},"https://docshare.wps.com/document/","Document",2,{"item":47,"name":12,"@type":41,"position":48},"https://docshare.wps.com/document/research-report/",3,{"item":50,"name":13,"@type":41,"position":51},"https://docshare.wps.com/document/ignorance-and-uncertainty-emerging-paradigms/33354/",4,{"url":50,"name":13,"@type":53,"author":54,"headline":13,"publisher":56,"fileFormat":59,"description":14,"dateModified":60,"datePublished":60,"encodingFormat":59,"isAccessibleForFree":61,"interactionStatistic":62},"DigitalDocument",{"name":9,"@type":55},"Person",{"url":39,"name":57,"@type":58},"DocShare","Organization","application/pdf","2026-06-23",true,{"@type":63,"interactionType":64,"userInteractionCount":4},"InteractionCounter",{"@type":65},"ViewAction",{"@type":67,"mainEntity":68},"FAQPage",[69,75,79],{"name":70,"@type":71,"acceptedAnswer":72},"What motivated the author to focus on ignorance and uncertainty?","Question",{"text":73,"@type":74},"The author describes a long personal engagement with ignorance, beginning with undergraduate probability studies and expanding through Bayesian inference, decision theory, and later sociological research on human thought and socially constructed knowledge.","Answer",{"name":76,"@type":71,"acceptedAnswer":77},"How does the book link probability-based uncertainty to nonprobabilistic frameworks?",{"text":78,"@type":74},"The author argues that attempts using nonprobabilistic uncertainty frameworks (such as fuzzy set theory) and efforts toward a sociology of ignorance stem from the same underlying trend in Western intellectual culture and are connected.",{"name":80,"@type":71,"acceptedAnswer":81},"What major change in responding to ignorance does the book emphasize?",{"text":82,"@type":74},"The book highlights a shift from trying to eliminate or absorb ignorance to adopting more “managerial” approaches—attempting to understand, tolerate, and sometimes utilize certain kinds of ignorance.","https://schema.org",{"og:url":50,"og:type":85,"og:title":13,"og:site_name":57,"og:description":14},"article",{"robots":87,"canonical":50},"index,follow",{"doc_id":7,"site_id":30}]