{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,9,11]],"date-time":"2024-09-11T19:07:20Z","timestamp":1726081640222},"publisher-location":"Cham","reference-count":63,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783030341268"},{"type":"electronic","value":"9783030341275"}],"license":[{"start":{"date-parts":[[2020,1,1]],"date-time":"2020-01-01T00:00:00Z","timestamp":1577836800000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2020]]},"DOI":"10.1007\/978-3-030-34127-5_5","type":"book-chapter","created":{"date-parts":[[2020,4,30]],"date-time":"2020-04-30T17:09:10Z","timestamp":1588266550000},"page":"47-62","update-policy":"http:\/\/dx.doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":3,"title":["Causation in Agent-Based Computational Social Science"],"prefix":"10.1007","author":[{"given":"David","family":"Anzola","sequence":"first","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2020,5,1]]},"reference":[{"key":"5_CR1","doi-asserted-by":"crossref","DOI":"10.1017\/CBO9780511806421","volume-title":"Explaining Social Behavior","author":"J Elster","year":"2007","unstructured":"Elster, J.: Explaining Social Behavior. Cambridge University Press, New York (2007)"},{"key":"5_CR2","doi-asserted-by":"crossref","DOI":"10.1017\/CBO9780511488801","volume-title":"Dissecting the Social","author":"P Hedstr\u00f6m","year":"2005","unstructured":"Hedstr\u00f6m, P.: Dissecting the Social. Cambridge University Press, New York (2005)"},{"key":"5_CR3","doi-asserted-by":"crossref","DOI":"10.1093\/0195108647.001.0001","volume-title":"Causality and Explanation","author":"W Salmon","year":"1998","unstructured":"Salmon, W.: Causality and Explanation. Oxford University Press, Oxford (1998)"},{"volume-title":"Making Things Happen","year":"2003","author":"J Woodward","key":"5_CR4","unstructured":"Woodward, J.: Making Things Happen. Oxford University Press, New York (2003)"},{"volume-title":"The Oxford Handbook of Causation","year":"2010","author":"D Danks","key":"5_CR5","unstructured":"Danks, D.: The psychology of causal perception and reasoning. In: Beebee, H., Hitchcock, C., Menzies, P. (eds.) The Oxford Handbook of Causation. Oxford University Press, Oxford (2010)"},{"volume-title":"Perception, Causation, and Objectivity","year":"2011","author":"J Woodward","key":"5_CR6","unstructured":"Woodward, J.: Causal perception and causal cognition. In: Roessler, J., Lerman, H., Eilan, N. (eds.) Perception, Causation, and Objectivity. Oxford University Press, Oxford (2011)"},{"key":"5_CR7","doi-asserted-by":"crossref","first-page":"243","DOI":"10.1214\/ss\/1009212409","volume":"14","author":"D Freedman","year":"1999","unstructured":"Freedman, D.: From association to causation: some remarks on the history of statistics. Stat. Sci. 14, 243\u2013258 (1999)","journal-title":"Stat. Sci."},{"key":"5_CR8","doi-asserted-by":"crossref","DOI":"10.1002\/9780470756485","volume-title":"The Blackwell Guide to the Philosophy of the Social Sciences","author":"S Turner","year":"2003","unstructured":"Turner, S.: Cause, the persistence of teleology, and the origins of the philosophy of social science. In: Turner, S., Roth, P. (eds.) The Blackwell Guide to the Philosophy of the Social Sciences. Blackwell, Oxford (2003)"},{"volume-title":"Causation and Explanation","year":"2007","author":"S Sehon","key":"5_CR9","unstructured":"Sehon, S.: Goal-directed action and teleological explanation. In: Campbell, J., O\u2019Rourke, M., Silverstein, H. (eds.) Causation and Explanation. MIT Press, Cambridge, MA (2007)"},{"volume-title":"Scientific Explanation","year":"1989","author":"M Sintonen","key":"5_CR10","unstructured":"Sintonen, M.: Explanation: in search of the rationale. In: Kitcher, P., Salmon, W. (eds.) Scientific Explanation. University of Minnesota Press, Minneapolis (1989)"},{"key":"5_CR11","doi-asserted-by":"crossref","first-page":"143","DOI":"10.1146\/annurev.soc.28.110601.141117","volume":"28","author":"M Macy","year":"2002","unstructured":"Macy, M., Willer, R.: From factors to actors: computational sociology and agent-based modeling. Annu. Rev. Sociol. 28, 143\u2013166 (2002)","journal-title":"Annu. Rev. Sociol."},{"key":"5_CR12","doi-asserted-by":"crossref","first-page":"221","DOI":"10.1007\/s10588-016-9224-2","volume":"23","author":"D Anzola","year":"2017","unstructured":"Anzola, D., Barbrook-Johnson, P., Cano, J.: Self-organization and social science. Comput. Math. Organ. Theory. 23, 221\u2013257 (2017)","journal-title":"Comput. Math. Organ. Theory."},{"key":"5_CR13","unstructured":"Anzola, D.: The philosophy of computational social science. Ph.D. thesis, Department of Sociology, University of Surrey (2015). http:\/\/epubs.surrey.ac.uk\/id\/eprint\/808102"},{"volume-title":"Contrastivism in Philosophy","year":"2012","author":"J Schaffer","key":"5_CR14","unstructured":"Schaffer, J.: Causal contextualism. In: Blaauw, M. (ed.) Contrastivism in Philosophy. Routledge, New York (2012)"},{"key":"5_CR15","doi-asserted-by":"crossref","first-page":"413","DOI":"10.1093\/bjps\/axt050","volume":"66","author":"J Halpern","year":"2015","unstructured":"Halpern, J., Hitchcock, C.: Graded causation and defaults. Br. J. Philos. Sci. 66, 413\u2013457 (2015)","journal-title":"Br. J. Philos. Sci."},{"key":"5_CR16","doi-asserted-by":"crossref","first-page":"508","DOI":"10.1111\/j.1747-9991.2007.00084.x","volume":"2","author":"C Hitchcock","year":"2007","unstructured":"Hitchcock, C.: Three concepts of causation. Philos. Compass. 2, 508\u2013516 (2007)","journal-title":"Philos. Compass."},{"volume-title":"Handbook of Computational Economics","year":"2006","author":"L Tesfatsion","key":"5_CR17","unstructured":"Tesfatsion, L.: Agent-based computational economics: a constructive approach to economic theory. In: Tesfatsion, L., Judd, K. (eds.) Handbook of Computational Economics. Elsevier, London (2006)"},{"key":"5_CR18","doi-asserted-by":"crossref","first-page":"41","DOI":"10.1002\/(SICI)1099-0526(199905\/06)4:5<41::AID-CPLX9>3.0.CO;2-F","volume":"4","author":"J Epstein","year":"1999","unstructured":"Epstein, J.: Agent-based computational models and generative social science. Complexity. 4, 41\u201360 (1999)","journal-title":"Complexity."},{"volume-title":"The Creativity of Action","year":"1996","author":"H Joas","key":"5_CR19","unstructured":"Joas, H.: The Creativity of Action. University of Chicago Press, Chicago (1996)"},{"volume-title":"The New Blackwell Companion to Social Theory","year":"2009","author":"R Stones","key":"5_CR20","unstructured":"Stones, R.: Theories of social action. In: Turner, B. (ed.) The New Blackwell Companion to Social Theory. Wiley-Blackwell, New York (2009)"},{"volume-title":"Micro Sociological Theory","year":"1985","author":"H Helle","key":"5_CR21","unstructured":"Helle, H.: The classical foundations of micro-sociological paradigm. In: Helle, H., Eisenstadt, S. (eds.) Micro Sociological Theory. Sage, Bristol (1985)"},{"volume-title":"The Idea of Social Science and Its Relation to Philosophy","year":"1990","author":"P Winch","key":"5_CR22","unstructured":"Winch, P.: The Idea of Social Science and Its Relation to Philosophy. Routledge, London (1990)"},{"volume-title":"Micromotives and Macrovehavior","year":"1978","author":"T Schelling","key":"5_CR23","unstructured":"Schelling, T.: Micromotives and Macrovehavior. W.W. Norton & Co., New York (1978)"},{"volume-title":"The Possibility of Naturalism","year":"1998","author":"R Bhaskar","key":"5_CR24","unstructured":"Bhaskar, R.: The Possibility of Naturalism. Routledge, London (1998)"},{"key":"5_CR25","doi-asserted-by":"crossref","first-page":"182","DOI":"10.1177\/0048393103262550","volume":"34","author":"M Bunge","year":"2004","unstructured":"Bunge, M.: How does it work?: the search for explanatory mechanisms. Philos. Soc. Sci. 34, 182\u2013210 (2004)","journal-title":"Philos. Soc. Sci."},{"volume-title":"The Philosophies of Science","year":"1985","author":"R Harr\u00e9","key":"5_CR26","unstructured":"Harr\u00e9, R.: The Philosophies of Science. Oxford University Press, Oxford (1985)"},{"key":"5_CR27","doi-asserted-by":"crossref","unstructured":"Elsenbroich, C.: Explanation in agent-based modelling: functions, causality or mechanisms? J. Artif. Soc. Soc. Simul. 15, (2012)","DOI":"10.18564\/jasss.1958"},{"key":"5_CR28","doi-asserted-by":"crossref","first-page":"49","DOI":"10.1146\/annurev.soc.012809.102632","volume":"36","author":"P Hedstr\u00f6m","year":"2010","unstructured":"Hedstr\u00f6m, P., Ylikoski, P.: Causal mechanisms in the social sciences. Annu. Rev. Sociol. 36, 49\u201367 (2010)","journal-title":"Annu. Rev. Sociol."},{"key":"5_CR29","doi-asserted-by":"crossref","first-page":"35","DOI":"10.3917\/rfs.485.0035","volume":"48","author":"G Manzo","year":"2007","unstructured":"Manzo, G.: Variables, mechanisms, and simulations: can the three methods be synthesized?: a critical analysis of the literature. Rev. Fr. Sociol. 48, 35\u201371 (2007)","journal-title":"Rev. Fr. Sociol."},{"key":"5_CR30","doi-asserted-by":"crossref","DOI":"10.1002\/9781119954200","volume-title":"Agent-Based Computational Sociology","author":"F Squazzoni","year":"2012","unstructured":"Squazzoni, F.: Agent-Based Computational Sociology. Wiley, London (2012)"},{"key":"5_CR31","doi-asserted-by":"crossref","first-page":"81","DOI":"10.1177\/0049124101030001005","volume":"30","author":"P Doreian","year":"2001","unstructured":"Doreian, P.: Causality in social network analysis. Sociol. Methods Res. 30, 81\u2013114 (2001)","journal-title":"Sociol. Methods Res."},{"key":"5_CR32","first-page":"29","volume":"37","author":"D Anzola","year":"2018","unstructured":"Anzola, D.: Knowledge transfer in agent-based computational social science. Stud. Hist. Philos. Sci. Part A. 37, 29\u201338 (2018). https:\/\/doi.org\/10.1016\/j.shpsa.2018.05.001","journal-title":"Stud. Hist. Philos. Sci. Part A."},{"key":"5_CR33","doi-asserted-by":"crossref","first-page":"421","DOI":"10.1016\/j.shpsc.2005.03.010","volume":"36","author":"W Bechtel","year":"2005","unstructured":"Bechtel, W., Abrahamsen, A.: Explanation: a mechanist alternative. Stud. Hist. Philos. Sci. Part C Stud. Hist. Philos. Biol. Biomed. Sci. 36, 421\u2013441 (2005)","journal-title":"Stud. Hist. Philos. Sci. Part C Stud. Hist. Philos. Biol. Biomed. Sci."},{"key":"5_CR34","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1086\/392759","volume":"67","author":"P Machamer","year":"2000","unstructured":"Machamer, P., Darden, L., Craver, C.: Thinking about mechanisms. Philos. Sci. 67, 1\u201325 (2000)","journal-title":"Philos. Sci."},{"key":"5_CR35","doi-asserted-by":"crossref","first-page":"41","DOI":"10.1080\/02698590412331289251","volume":"18","author":"J Woodward","year":"2004","unstructured":"Woodward, J.: Counterfactuals and causal explanation. Int. Stud. Philos. Sci. 18, 41\u201372 (2004)","journal-title":"Int. Stud. Philos. Sci."},{"key":"5_CR36","doi-asserted-by":"crossref","first-page":"389","DOI":"10.1007\/s11229-010-9869-1","volume":"183","author":"J Waskan","year":"2011","unstructured":"Waskan, J.: Mechanistic explanation at the limit. Synthese. 183, 389\u2013408 (2011)","journal-title":"Synthese."},{"key":"5_CR37","doi-asserted-by":"crossref","first-page":"187","DOI":"10.1093\/bjps\/44.2.187","volume":"44","author":"P Menzies","year":"1993","unstructured":"Menzies, P., Price, H.: Causation as a secondary quality. Br. J. Philos. Sci. 44, 187\u2013203 (1993)","journal-title":"Br. J. Philos. Sci."},{"volume-title":"Handbook of Causal Analysis for Social Research","year":"2013","author":"S Barringer","key":"5_CR38","unstructured":"Barringer, S., Eliason, S., Leahey, E.: A history of causal analysis in the social sciences. In: Morgan, S. (ed.) Handbook of Causal Analysis for Social Research. Springer, Berlin (2013)"},{"key":"5_CR39","doi-asserted-by":"crossref","DOI":"10.23943\/princeton\/9780691149707.001.0001","volume-title":"A Tale of Two Cultures","author":"G Goertz","year":"2012","unstructured":"Goertz, G., Mahoney, J.: A Tale of Two Cultures. Princeton University Press, Princeton (2012)"},{"volume-title":"Counterfactuals","year":"2001","author":"D Lewis","key":"5_CR40","unstructured":"Lewis, D.: Counterfactuals. Blackwell, London (2001)"},{"key":"5_CR41","doi-asserted-by":"crossref","first-page":"503","DOI":"10.1146\/annurev.polisci.9.092704.171256","volume":"9","author":"J Robinson","year":"2006","unstructured":"Robinson, J.: Economic development and democracy. Annu. Rev. Polit. Sci. 9, 503\u2013527 (2006)","journal-title":"Annu. Rev. Polit. Sci."},{"volume-title":"Modernization and Bureaucratic-Authoritarianism","year":"1979","author":"G O\u2019Donnell","key":"5_CR42","unstructured":"O\u2019Donnell, G.: Modernization and Bureaucratic-Authoritarianism. University of California, Berkeley, Institute of International Studies (1979)"},{"key":"5_CR43","doi-asserted-by":"crossref","first-page":"1031","DOI":"10.1177\/0010414003257068","volume":"36","author":"S Mainwaring","year":"2003","unstructured":"Mainwaring, S., P\u00e9rez-Li\u00f1\u00e1n, A.: Level of development and democracy: Latin American exceptionalism, 1945-1996. Comp. Polit. Stud. 36, 1031\u20131067 (2003)","journal-title":"Comp. Polit. Stud."},{"key":"5_CR44","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1215\/00318108-2005-001","volume":"115","author":"J Woodward","year":"2006","unstructured":"Woodward, J.: Sensitive and insensitive causation. Philos. Rev. 115, 1\u201350 (2006)","journal-title":"Philos. Rev."},{"key":"5_CR45","doi-asserted-by":"crossref","first-page":"143","DOI":"10.1080\/0022250X.1971.9989794","volume":"1","author":"T Schelling","year":"1971","unstructured":"Schelling, T.: Dynamic models of segregation. J. Math. Sociol. 1, 143\u2013186 (1971)","journal-title":"J. Math. Sociol."},{"key":"5_CR46","doi-asserted-by":"crossref","first-page":"121","DOI":"10.1111\/j.0081-1750.2004.00150.x","volume":"34","author":"S Reardon","year":"2004","unstructured":"Reardon, S., O\u2019Sullivan, D.: Measures of spatial segregation. Sociol. Methodol. 34, 121\u2013162 (2004)","journal-title":"Sociol. Methodol."},{"volume-title":"The Oxford Handbook of Analytical Sociology","year":"2009","author":"E Bruch","key":"5_CR47","unstructured":"Bruch, E., Mare, R.: Segregation dynamics. In: Hedstr\u00f6m, P., Bearman, P. (eds.) The Oxford Handbook of Analytical Sociology. Oxford University Press, Oxford (2009)"},{"volume-title":"Analytical Sociology and Social Mechanisms","year":"2011","author":"M Macy","key":"5_CR48","unstructured":"Macy, M., Centola, D., Flache, A., van de Rijt, A., Willer, R.: Social mechanisms and generative explanations: computational models with double agents. In: Demeulenaere, P. (ed.) Analytical Sociology and Social Mechanisms. Cambridge University Press, Cambridge (2011)"},{"key":"5_CR49","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1093\/esr\/17.1.1","volume":"17","author":"J Goldthorpe","year":"2000","unstructured":"Goldthorpe, J.: Causation, statistics, and sociology. Eur. Sociol. Rev. 17, 1\u201320 (2000)","journal-title":"Eur. Sociol. Rev."},{"volume-title":"Causal Learning. Psychology, Philosophy, and Computation","year":"2007","author":"J Woodward","key":"5_CR50","unstructured":"Woodward, J.: Interventionist theories of causation in psychological perspective. In: Gopnik, A., Schulz, L. (eds.) Causal Learning. Psychology, Philosophy, and Computation. Oxford University Press, New York (2007)"},{"key":"5_CR51","doi-asserted-by":"crossref","first-page":"3","DOI":"10.1080\/02698590412331289233","volume":"18","author":"J Bogen","year":"2004","unstructured":"Bogen, J.: Analysing causality: the opposite of counterfactual is factual. Int. Stud. Philos. Sci. 18, 3\u201326 (2004)","journal-title":"Int. Stud. Philos. Sci."},{"volume-title":"Philosophy of Anthropology and Sociology","year":"2007","author":"J Woodward","key":"5_CR52","unstructured":"Woodward, J.: Causal models in the social sciences. In: Turner, S., Risjord, M. (eds.) Philosophy of Anthropology and Sociology. Elsevier, Amsterdam (2007)"},{"volume-title":"The Oxford Handbook of Causation","year":"2010","author":"S Glennan","key":"5_CR53","unstructured":"Glennan, S.: Mechanisms. In: Beebee, H., Hitchcock, C., Menzies, P. (eds.) The Oxford Handbook of Causation. Oxford University Press, Oxford (2010)"},{"key":"5_CR54","doi-asserted-by":"crossref","first-page":"69","DOI":"10.1007\/s10838-013-9217-5","volume":"44","author":"P Illari","year":"2013","unstructured":"Illari, P., Williamson, J.: In defence of activities. J. Gen. Philos. Sci. 44, 69\u201383 (2013)","journal-title":"J. Gen. Philos. Sci."},{"key":"5_CR55","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1086\/381409","volume":"71","author":"J Tabery","year":"2004","unstructured":"Tabery, J.: Synthesizing activities and interactions in the concept of a mechanism. Philos. Sci. 71, 1\u201315 (2004)","journal-title":"Philos. Sci."},{"volume-title":"Causation","year":"1993","author":"G Anscombe","key":"5_CR56","unstructured":"Anscombe, G.: Causality and determination. In: Sosa, E., Tooley, M. (eds.) Causation. Oxford University Press, Oxford (1993)"},{"key":"5_CR57","doi-asserted-by":"crossref","first-page":"95","DOI":"10.1007\/s13347-010-0006-3","volume":"24","author":"P Illari","year":"2010","unstructured":"Illari, P.: Why theories of causality need production: an information transmission account. Philos. Technol. 24, 95\u2013114 (2010)","journal-title":"Philos. Technol."},{"volume-title":"Causality","year":"2010","author":"R Campaner","key":"5_CR58","unstructured":"Campaner, R., Galavotti, M.: Some remarks on causality and invariance. In: Arturo, C. (ed.) Causality, Meaningful Complexity and Embodied Cognition. Springer, Berlin (2010)"},{"volume-title":"Explaining the Brain","year":"2009","author":"C Craver","key":"5_CR59","unstructured":"Craver, C.: Explaining the Brain. Oxford University Press, Oxford (2009)"},{"key":"5_CR60","doi-asserted-by":"crossref","first-page":"409","DOI":"10.1007\/s11229-011-9870-3","volume":"183","author":"J Woodward","year":"2011","unstructured":"Woodward, J.: Mechanisms revisited. Synthese. 183, 409\u2013427 (2011)","journal-title":"Synthese."},{"key":"5_CR61","doi-asserted-by":"crossref","first-page":"39","DOI":"10.1111\/j.1467-8349.2013.00219.x","volume":"87","author":"J Woodward","year":"2013","unstructured":"Woodward, J.: Mechanistic explanation: its scope and limits. Aristot. Soc. Suppl. Vol. 87, 39\u201365 (2013)","journal-title":"Aristot. Soc. Suppl. Vol."},{"key":"5_CR62","doi-asserted-by":"crossref","first-page":"539","DOI":"10.1007\/s11229-008-9429-0","volume":"169","author":"T Gr\u00fcne-Yanoff","year":"2008","unstructured":"Gr\u00fcne-Yanoff, T.: The explanatory potential of artificial societies. Synthese. 169, 539\u2013555 (2008)","journal-title":"Synthese."},{"key":"5_CR63","doi-asserted-by":"crossref","first-page":"149","DOI":"10.1068\/b33042","volume":"36","author":"M Fossett","year":"2009","unstructured":"Fossett, M., Dietrich, D.: Effects of city size, shape, and form, and neighborhood size and shape in agent-based models of residential segregation: are schelling-style preference effects robust? Environ. Plan. B Plan. Des. 36, 149\u2013169 (2009)","journal-title":"Environ. Plan. B Plan. Des."}],"container-title":["Springer Proceedings in Complexity","Advances in Social Simulation"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-030-34127-5_5","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2021,3,12]],"date-time":"2021-03-12T02:39:59Z","timestamp":1615516799000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-030-34127-5_5"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2020]]},"ISBN":["9783030341268","9783030341275"],"references-count":63,"URL":"https:\/\/doi.org\/10.1007\/978-3-030-34127-5_5","relation":{},"ISSN":["2213-8684","2213-8692"],"issn-type":[{"type":"print","value":"2213-8684"},{"type":"electronic","value":"2213-8692"}],"subject":[],"published":{"date-parts":[[2020]]},"assertion":[{"value":"1 May 2020","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}}]}}