{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,5,14]],"date-time":"2025-05-14T09:49:12Z","timestamp":1747216152435,"version":"3.40.5"},"reference-count":0,"publisher":"IOS Press","isbn-type":[{"type":"print","value":"9781643684505"},{"type":"electronic","value":"9781643684512"}],"license":[{"start":{"date-parts":[[2023,10,20]],"date-time":"2023-10-20T00:00:00Z","timestamp":1697760000000},"content-version":"unspecified","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by-nc\/4.0\/"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2023,10,20]]},"abstract":"<jats:p>In multiple publications over 3 decades, most recently in The Book of Why, Judea Pearl has led what he regards as the \u2018causal revolution\u2019. His central contention is that, prior to it, no discipline had produced a rigorous \u2018scientific\u2019 way of making the causal inferences from observational data necessary for policy and decision making. The concentration on the statistical processing of data, outputting frequencies or probabilities, had proceeded without adequately acknowledging that this statistical processing is operating, not only on a particular set of data, but on a set of causal assumptions about that data, often unarticulated and unanalysed. He argues that the arrival of the directed acyclic graph (DAG), a \u2018language of causation\u2019 has enabled this fundamental weakness to be remedied. We outline the DAG approach to the extent necessary to make the key point, captured in this paper\u2019s title regarding DAG\u2019s potential contribution to improved decision or policy making.<\/jats:p>","DOI":"10.3233\/shti230735","type":"book-chapter","created":{"date-parts":[[2023,10,23]],"date-time":"2023-10-23T08:15:54Z","timestamp":1698048954000},"source":"Crossref","is-referenced-by-count":0,"title":["Inferring Causality Is Preference-Sensitive: We Need a Book of Who as Well as Why"],"prefix":"10.3233","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-8407-897X","authenticated-orcid":false,"given":"Vije Kumar","family":"Rajput","sequence":"first","affiliation":[{"name":"Stonydelph Health Centre, Tamworth, UK"},{"name":"London School of Hygiene and Tropical Medicine"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-7056-8297","authenticated-orcid":false,"given":"Mette Kjer","family":"Kaltoft","sequence":"additional","affiliation":[{"name":"University of Southern Denmark"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-4572-9562","authenticated-orcid":false,"given":"Jack","family":"Dowie","sequence":"additional","affiliation":[{"name":"London School of Hygiene and Tropical Medicine"},{"name":"University of Southern Denmark"}]}],"member":"7437","container-title":["Studies in Health Technology and Informatics","Telehealth Ecosystems in Practice"],"original-title":[],"link":[{"URL":"https:\/\/ebooks.iospress.nl\/pdf\/doi\/10.3233\/SHTI230735","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,10,23]],"date-time":"2023-10-23T08:15:55Z","timestamp":1698048955000},"score":1,"resource":{"primary":{"URL":"https:\/\/ebooks.iospress.nl\/doi\/10.3233\/SHTI230735"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023,10,20]]},"ISBN":["9781643684505","9781643684512"],"references-count":0,"URL":"https:\/\/doi.org\/10.3233\/shti230735","relation":{},"ISSN":["0926-9630","1879-8365"],"issn-type":[{"type":"print","value":"0926-9630"},{"type":"electronic","value":"1879-8365"}],"subject":[],"published":{"date-parts":[[2023,10,20]]}}}