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010   $a3-319-96307-4
024 7 $a10.1007/978-3-319-96307-5
035   $a(CKB)4100000007110611
035   $a(MiAaPQ)EBC5625025
035   $a(DE-He213)978-3-319-96307-5
035   $a(PPN)231464339
035   $a(EXLCZ)994100000007110611
100   $a20181029d2019      u|         0
101 0 $aeng
135   $aurcnu||||||||
181   $ctxt$2rdacontent
182   $cc$2rdamedia
183   $acr$2rdacarrier
200 10$aCausation in Population Health Informatics and Data Science /$fby Olaf Dammann, Benjamin Smart
205   $a1st ed. 2019.
210  1$aCham :$cSpringer International Publishing :$cImprint: Springer,$d2019.
215   $a1 online resource (139 pages)
311   $a3-319-96306-6 
327   $aIntroduction -- Data Interpretation -- Data Generation -- Informatics -- Philosophy -- Causal inference -- Knowledge Integration -- Systems Thinking -- Summary and conclusion.
330   $aMarketing text: This book covers the overlap between informatics, computer science, philosophy of causation, and causal inference in epidemiology and population health research. Key concepts covered include how data are generated and interpreted, and how and why concepts in health informatics and the philosophy of science should be integrated in a systems-thinking approach. Furthermore, a formal epistemology for the health sciences and public health is suggested. Causation in Population Health Informatics and Data Science provides a detailed guide of the latest thinking on causal inference in population health informatics. It is therefore a critical resource for all informaticians and epidemiologists interested in the potential benefits of utilising a systems-based approach to causal inference in health informatics.
606   $aHealth informatics
606   $aLogic
606   $aEpidemiology
606   $aHealth Informatics$3https://scigraph.springernature.com/ontologies/product-market-codes/H28009
606   $aHealth Informatics$3https://scigraph.springernature.com/ontologies/product-market-codes/I23060
606   $aLogic$3https://scigraph.springernature.com/ontologies/product-market-codes/E16000
606   $aEpidemiology$3https://scigraph.springernature.com/ontologies/product-market-codes/H63000
615  0$aHealth informatics.
615  0$aLogic.
615  0$aEpidemiology.
615 14$aHealth Informatics.
615 24$aHealth Informatics.
615 24$aLogic.
615 24$aEpidemiology.
676   $a614.40285
700   $aDammann$b Olaf$4aut$4http://id.loc.gov/vocabulary/relators/aut$0782398
702   $aSmart$b Benjamin$4aut$4http://id.loc.gov/vocabulary/relators/aut
906   $aBOOK
912   $a9910337492103321
996   $aCausation in Population Health Informatics and Data Science$92494798
997   $aUNINA