Constructing Crime in a Database: Big Data and the Mangle of Social Problems Work
DOI:
https://doi.org/10.18778/1733-8077.11.2.12Keywords:
Big Data, Social Problems Work, Social Constructionism, Science and Technology Studies, Intelligence-Led PolicingAbstract
This paper argues for programmatic change within social constructionist approaches to social problems by attending to materiality in the theoretical conception of social context. To illustrate how this might be done, we place the interplay between social problems construction and technology (what we refer to as the mangle of social problems work) at its center by examining how the advent of “big data” is impacting the construction of social problems. Using the growing field of intelligence-led policing (ILP) as our illustrative example, we will examine four effects the large scale collection and analysis of data has on the way social problems claims are made. We begin by arguing that big data offers a new method by which putative problems are discovered and legitimized. We then explore how large data sets and algorithmic data analysis are increasingly used for predicting future problems. Following this, we illustrate how big data is used to construct and implement solutions to future problems. Lastly, we use the interplay between big data and those who use it to illustrate “the mangle of social problems work,” where data is made meaningful and actionable through the interpretive and analytic processes of analysts and police officers.
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References
Allen, Mary. 2013. “‘Intelligence-Led Policing’ in Reach With Analytics.” Information Builders, September 24. Retrieved February 02, 2015 http://www.insightaas.com/intelligence-led-policing-in-reach-with-analytics/
Google Scholar
Beck, Charlie and Colleen McCue. 2009. “Predictive Policing: What Can We Learn From Wal-Mart and Amazon About Fighting Crime in a Recession.” Police Chief 76(11):18-20.
Google Scholar
Bennett Moses, Lyria and Janet Chan. 2014. “Using Big Data for Legal and Law Enforcement Decisions: Testing the New Tools.” UNSW Law Journal 37(2):642-678.
Google Scholar
Berger, Peter and Thomas Luckmann. 1966. The Social Construction of Reality: A Treatise in the Sociology of Knowledge. Garden City, NY: Anchor Books.
Google Scholar
Best, Joel. 2003. “Staying Alive: Prospects for Constructionist Theory.” Pp. 133-152 in Challenges and Choices: Constructionist Perspectives on Social Problems, edited by J. Holstein and G. Miller. New York: Aldine de Gruyter.
Google Scholar
Best, Joel. 2008. Social Problems. New York: W.W. Norton & Company.
Google Scholar
Bichard, Michael. 2004. The Bichard Inquiry Report. Report prepared for the House of Commons, London, UK. Retrieved May 14, 2012 http://www.bichardinquiry.org.uk /10663/report.pdf
Google Scholar
Bijker, Wiebe. 1995. Of Bicycles, Bakelites, and Bulbs: Toward a Theory of Sociotechnical Change. Cambridge: The MIT Press.
Google Scholar
Bjornson, Leah. 2013. “SFU Goes CSI in Virtual Crime Lab.” The Peak. Retrieved March 21, 2014 http://www.the-peak.ca/2013/09/sfu-goes-csi-in-virtual-crime-lab/
Google Scholar
Bowker, Geoffrey and Susan Star. 1999. Sorting Things Out. Cambridge: The MIT Press.
Google Scholar
DOI: https://doi.org/10.7551/mitpress/6352.001.0001
Brewer, Brad. 2009. “C.R.I.M.E. Fights Crime With Intelligence-Led Policing.” Hendon Publications. Retrieved March 21, 2014 http://www.hendonpub.com/resources/article_archive/results/details?id=2449
Google Scholar
Campbell, Archie. 1996. Bernardo Investigation Review Summary. Report prepared for the Ministry of the Solicitor General and Correctional Services, Ottawa, ON.
Google Scholar
Charmaz, Kathy. 2006. Constructing Grounded Theory: A Practical Guide Through Qualitative Analysis. London: Sage.
Google Scholar
Clarke, Adele and Susan Star. 2003. “Science, Technology, and Medicine Studies.” Pp. 539-565 in Handbook of Symbolic Interactionism, edited by L. Reynolds and N. Herman-Kinney. Toronto: Altamira Press.
Google Scholar
Cope, Nina. 2004. “Intelligence Led Policing or Policing Led Intelligence?” British Journal of Criminology 44:188-203.
Google Scholar
DOI: https://doi.org/10.1093/bjc/44.2.188
Daston, Lorraine and Peter Galison. 1992. “The Image of Objectivity.” Representation 40:81-128.
Google Scholar
DOI: https://doi.org/10.2307/2928741
Drummond, Don et al. 2012. “Commission on the Reform of Ontario’s Public Services.” Public Services For Ontarians: A Path to Sustainability and Excellence The Drummond Report. Queen’s Printer for Ontario, 2012. Retrieved October 17, 2014 http://www.fin.gov.on.ca/en/reformcommission/chapters/report.pdf
Google Scholar
Ericson, Richard and Kevin Haggerty. 1997. Policing the Risk Society. Toronto: University of Toronto Press.
Google Scholar
DOI: https://doi.org/10.3138/9781442678590
ESRI. 2007. “GIS Provides the Geographic Advantage for Intelligence-Led Policing.” ESRI.com Fliers. Retrieved March 30, 2014 http://www.esri.com/library/fliers/pdfs/intelligence-led-policing.pdf
Google Scholar
ESRI. 2008. “Crime Analysis: GIS Solutions for Intelligence-Led Policing.” ESRI.com Brochures. Retrieved March 30, 2014 http://www.esri.com/library/brochures/pdfs/crimeanalysis.pdf
Google Scholar
ESRI Canada Limited. 2010. “Case Study: Saint John Police Force Takes an Intelligence-Led Approach to Crime Fighting.”ESRI.com Articles. Retrieved March 30, 2014 http://www.theomegagroup.com/press/articles/saint_john_police_esri.pdf
Google Scholar
Fox, Kathryn. 1999. “Reproducing Criminal Types: Cognitive Treatment for Violent Offenders in Prison.” The Sociological Quarterly 40(3):435-453.
Google Scholar
DOI: https://doi.org/10.1111/j.1533-8525.1999.tb01728.x
Friend, Zach. 2013. “Predictive Policing: Using Technology to Reduce Crime.” FBI Law Enforcement Bulletin, April 09. Retrieved March 21, 2014 http://www.fbi.gov/statsservices/publications/law-enforcement-bulletin/2013/April/predictive-policing-using-technology-to-reduce-crime
Google Scholar
Fujimura, Joan. 1992. “Crafting Science: Standardized Packages, Boundary Objects, and ‘Translation.’” Pp. 168-211 in Science As Practice and Culture, edited by A. Pickering. Chicago: University of Chicago Press.
Google Scholar
Holstein, James and Jaber Gubrium. 2003. “A Constructionist Analytics for Social Problems.” Pp. 187-208 in Challenges & Choices: Constructionist Perspectives on Social Problems, edited by J. Holstein and G. Miller. New York: Aldine de Gruyter.
Google Scholar
Holstein, James and Gale Miller. 1993. “Social Constructionism and Social Problems Work.” Pp. 151-172 in Reconsidering Social Constructionism, edited by J. Holstein and G. Miller. Hawthorne, NY: Aldine de Gruyter.
Google Scholar
DOI: https://doi.org/10.4324/9781315128153-8
Holstein, James and Gale Miller, (eds.). 2003. Challenges and Choices: Constructionist Perspectives On Social Problems. New York: Aldine de Gruyter.
Google Scholar
Infante, Francesca. 2013. “Met’s Minority Report: They Use Computer Algorithms to Predict Where Crime Will Happen.” The Daily Mail, September 29. Retrieved March 31, 2014 http://www.dailymail.co.uk/news/article-2437206/Police-tackle-burglars-muggers-using-Minority-Report-style-technology-tackle-future-crime.html
Google Scholar
Irvine, Leslie. 2003. “The Problem of Unwanted Pets: A Case Study of How Institutions ‘Think’ About Clients’ Needs.” Social Problems 50(4):550-566.
Google Scholar
DOI: https://doi.org/10.1525/sp.2003.50.4.550
Joyce, Kelly. 2005. “Appealing Images: Magnetic Resonance Imaging and the Production of Authoritative Knowledge.” Social Studies of Science 35(3):437-462.
Google Scholar
DOI: https://doi.org/10.1177/0306312705050180
Latour, Bruno. 1987. Science In Action: How to Follow Scientists and Engineers Through Society. Cambridge: Harvard University Press.
Google Scholar
Latour, Bruno and Steve Woolgar. 1979. Laboratory Life: The Construction of Scientific Facts. New Jersey: Princeton University Press.
Google Scholar
Lavalle, Steve et al. 2011. “Big Data, Analytics, and the Path From Insights to Value.” MIT Sloan Management Review 52(2):21-31. Retrieved March 21, 2014 http://www.ibm.com/smarterplanet/global/files/in_idea_smarter_computing_to_bit-data-analytics_and_path_from_insights-to-value.pdf
Google Scholar
Law, John. 1991. “Introduction: Monsters, Machines, and Socio-Technical Relations.” Pp. 1-25 in A Sociology of Monsters: Essays on Power, Technology, and Domination, edited by J. Law. London: Routledge.
Google Scholar
DOI: https://doi.org/10.1111/j.1467-954X.1990.tb03346.x
LePard, Doug. 2010. Missing Women—Investigation Review Summary Report. Vancouver: Vancouver Police Department.
Google Scholar
Loseke, Donileen. 1989. “Creating Clients: Social Problems Work in a Shelter for Battered Women.” Pp. 173-193 in Perspectives on Social Problems, edited by J. Holstein and G. Miller. Greenwich, CT: JAI Press.
Google Scholar
Loseke, Donileen. 2003. Thinking About Social Problems. New York: Aldine de Gruyter.
Google Scholar
Lyon, David. 2003. Surveillance After September 11. Cambridge: Polity Press.
Google Scholar
Maguire, Mike. 2000. “Policing by Risks and Targets: Some Dimensions and Implications of Intelligence-Led Crime Control.” Policing and Society 9(4):315-336.
Google Scholar
DOI: https://doi.org/10.1080/10439463.2000.9964821
Pawluch, Dorothy. 1996. The New Pediatrics: A Profession in Transition. Hawthorne, NY: Aldine de Gruyter.
Google Scholar
Pfohl, Stephen. 1977. “The ‘Discovery’ of Child Abuse.” Social Problems 24(3):310-324.
Google Scholar
DOI: https://doi.org/10.2307/800083
Pickering, Andrew. 1995. The Mangle of Practice: Time, Agency, and Science. Chicago: University of Chicago Press.
Google Scholar
DOI: https://doi.org/10.7208/chicago/9780226668253.001.0001
PredPol. 2013. “PredPol’s Technology.” Retrieved March 30, 2014 http://www.predpol.com/ technology/
Google Scholar
Prox, Ryan. 2012. “Breaking the Cycle: A Story of Transformation Change Within the Vancouver Police Department.” Pp. 10-13 in Intelscope: Newsletter of the International Association of Law Enforcement, September 2012 Edition.
Google Scholar
Prox, Ryan. 2013. “Establishing an Analytics Culture in Public Safety.” Government Technology, August 29. Retrieved March 21, 2014 http://www.govtech.com/data/Establishing-an-Analytics-Culture-in-Public-Safety.html
Google Scholar
Public Safety Canada. 2014. Economics of Policing: Shared Forward Agenda. Public Safety Canada. Retrieved August 07, 2014 http://www.publicsafety.gc.ca/cnt/cntrng-crm/plcng/cnmcs-plcng/shrdfrwrd-gnd/shrd-frwrd-gnd-eng.pdf
Google Scholar
Ratcliffe, Jerry. 2011. Intelligence-Led Policing. New York: Routledge.
Google Scholar
DOI: https://doi.org/10.4324/9780203118245
Rosa, Eugene A. and Thomas Dietz. 1998. “Climate Change and Society: Speculation, Construction, and Scientific Investigation.” International Sociology 13(4):421-455.
Google Scholar
DOI: https://doi.org/10.1177/026858098013004002
Sanders, Carrie B. 2006. “Have You Been Identified? Boundary Work and Emergency Services Classifications.” Information, Communication, and Society 9(6):714-736.
Google Scholar
DOI: https://doi.org/10.1080/13691180601064048
Sanders, Carrie. B. 2014. “Need to Know vs. Need to Share: The Intersecting Work of Police, Fire, and Paramedics.” Information, Communication, and Society 17(4):463-475.
Google Scholar
DOI: https://doi.org/10.1080/1369118X.2014.891632
Sanders, Carrie B. and Stacey Hannem. 2013. “Policing the ‘Risky’: Technology and Surveillance in Everyday Patrol Work.” Canadian Review of Sociology 18(7):389-410.
Google Scholar
DOI: https://doi.org/10.1111/j.1755-618X.2012.01300.x
Stallings, Robert. 1995. Promoting Risk: Constructing the Earthquake Threat. New York: Aldine de Gruyter.
Google Scholar
Star, Susan Leigh. 1995. “The Politics of Formal Representations: Wizards, Gurus, and Organizational Complexity.” Pp. 88-118 in Ecologies of Knowledge: Work and Politics In Science and Technology, edited by S. Starr. Albany: State University of New York Press.
Google Scholar
Weinberg, Darin. 1997. “The Social Construction of Non-Human Agency: The Case of Mental Disorder.” Social Problems 44(2):217-234.
Google Scholar
DOI: https://doi.org/10.2307/3096943
Wigan, Marcus and Roger Clarke. 2013. “Big Data’s Big Unintended Consequences.” Computer Society 46(6):46-53.
Google Scholar
DOI: https://doi.org/10.1109/MC.2013.195
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