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Volumn 12, Issue 3, 2016, Pages 347-371

Predictions put into practice: a quasi-experimental evaluation of Chicago’s predictive policing pilot

Author keywords

Predictive policing; Program evaluation; Propensity score matching; Quasi experimental design; Risk assessment; Time series analysis

Indexed keywords


EID: 84982130926     PISSN: 15733750     EISSN: 15728315     Source Type: Journal    
DOI: 10.1007/s11292-016-9272-0     Document Type: Article
Times cited : (129)

References (87)
  • 2
    • 84985881604 scopus 로고
    • Statistical prediction analysis, CUP Archive
    • Aitchison, J., & Dunsmore, I. R. (1980). Statistical prediction analysis. CUP Archive.
    • (1980)
    • Aitchison, J.1    Dunsmore, I.2
  • 3
    • 0038832923 scopus 로고    scopus 로고
    • Selective incapacitation and the problem of prediction
    • Auerhahn, K. (1999). Selective incapacitation and the problem of prediction. Criminology, 37(4), 703–734.
    • (1999) Criminology , vol.37 , Issue.4 , pp. 703-734
    • Auerhahn, K.1
  • 4
    • 0000602959 scopus 로고
    • The base-rate fallacy in probability judgments
    • Bar-Hillel, M. (1980). The base-rate fallacy in probability judgments. Acta Psychologica, 44(3), 211–233.
    • (1980) Acta Psychologica , vol.44 , Issue.3 , pp. 211-233
    • Bar-Hillel, M.1
  • 5
    • 79251617405 scopus 로고    scopus 로고
    • Predictive policing: what can we learn from Wal-Mart and Amazon about fighting crime in a recession?
    • Beck, C., & McCue, C. (2009). Predictive policing: what can we learn from Wal-Mart and Amazon about fighting crime in a recession? Police Chief, 76(11), 18.
    • (2009) Police Chief , vol.76 , Issue.11 , pp. 18
    • Beck, C.1    McCue, C.2
  • 6
    • 0027696832 scopus 로고
    • Nobel lecture: the economic way of looking at behavior
    • Becker, G. S. (1993). Nobel lecture: the economic way of looking at behavior. Journal of Political Economy, 101, 385–409.
    • (1993) Journal of Political Economy , vol.101 , pp. 385-409
    • Becker, G.S.1
  • 8
    • 57649143100 scopus 로고    scopus 로고
    • Forecasting methods in crime and justice
    • Berk, R. (2008). Forecasting methods in crime and justice. Annual Review of Law and Social Science, 4, 219–238.
    • (2008) Annual Review of Law and Social Science , vol.4 , pp. 219-238
    • Berk, R.1
  • 9
    • 79951858012 scopus 로고    scopus 로고
    • Asymmetric loss functions for forecasting in criminal justice settings
    • Berk, R. (2011). Asymmetric loss functions for forecasting in criminal justice settings. Journal of Quantitative Criminology, 27(1), 107–123.
    • (2011) Journal of Quantitative Criminology , vol.27 , Issue.1 , pp. 107-123
    • Berk, R.1
  • 10
    • 84890594399 scopus 로고    scopus 로고
    • Statistical procedures for forecasting criminal behavior
    • Berk, R., & Bleich, J. (2013). Statistical procedures for forecasting criminal behavior. Criminology and Public Policy, 12(3), 513–544.
    • (2013) Criminology and Public Policy , vol.12 , Issue.3 , pp. 513-544
    • Berk, R.1    Bleich, J.2
  • 12
    • 0003577150 scopus 로고    scopus 로고
    • Data mining techniques: for marketing, sales
    • Indianapolis, IN: John Wiley & Sons
    • Berry, M. J., & Linoff, G. S. (2004). Data mining techniques: for marketing, sales, and customer relationship management. Indianapolis, IN: John Wiley & Sons.
    • (2004) and customer relationship management
    • Berry, M.J.1    Linoff, G.S.2
  • 13
    • 84985874090 scopus 로고
    • Criminal Careers and “Career Criminals” (Vol
    • Washington, DC: National Academies
    • Blumstein, A. (1986). Criminal Careers and “Career Criminals” (Vol. 2). Washington, DC: National Academies.
    • (1986) 2)
    • Blumstein, A.1
  • 14
    • 85055764185 scopus 로고
    • Command, control, and charisma: reflections on police bureaucracy
    • Bordua, D. J., & Reiss, A. J., Jr. (1966). Command, control, and charisma: reflections on police bureaucracy. American Journal of Sociology, 72, 68–76.
    • (1966) American Journal of Sociology , vol.72 , pp. 68-76
    • Bordua, D.J.1    Reiss, A.J.2
  • 15
    • 33746865552 scopus 로고    scopus 로고
    • Hot spots policing and crime prevention: a systematic review of randomized controlled trials
    • Braga, A. (2005). Hot spots policing and crime prevention: a systematic review of randomized controlled trials. Journal of Experimental Criminology, 1(3), 317–342.
    • (2005) Journal of Experimental Criminology , vol.1 , Issue.3 , pp. 317-342
    • Braga, A.1
  • 16
    • 77950461756 scopus 로고    scopus 로고
    • Policing problem places: Crime hot spots and effective prevention. New York
    • Braga, A., & Weisburd, D. L. (2010). Policing problem places: Crime hot spots and effective prevention. New York, NY: Oxford University Press on Demand.
    • (2010) NY: Oxford University Press on Demand
    • Braga, A.1    Weisburd, D.L.2
  • 17
    • 84864302288 scopus 로고    scopus 로고
    • The effects of focused deterrence strategies on crime: a systematic review and meta-analysis of the empirical evidence
    • Braga, A., & Weisburd, D. L. (2012). The effects of focused deterrence strategies on crime: a systematic review and meta-analysis of the empirical evidence. Journal of Research in Crime and Delinquency, 49(3), 323–358.
    • (2012) Journal of Research in Crime and Delinquency , vol.49 , Issue.3 , pp. 323-358
    • Braga, A.1    Weisburd, D.L.2
  • 18
    • 84877295762 scopus 로고    scopus 로고
    • The effects of hot spots policing on crime: An updated systematic review and meta-analysis
    • Braga, A., Papachristos, A. V., & Hureau, D. M. (2012). The effects of hot spots policing on crime: An updated systematic review and meta-analysis. Justice Quarterly, 1–31.
    • (2012) Justice Quarterly , pp. 1-31
    • Braga, A.1    Papachristos, A.V.2    Hureau, D.M.3
  • 21
    • 84985881614 scopus 로고    scopus 로고
    • Gang Violence Reuction Strategy: General Order G10-01. Chicago
    • Chicago Police Department. (2014).Gang Violence Reuction Strategy: General Order G10-01. Chicago, IL.
    • (2014) IL
  • 23
    • 33845495162 scopus 로고    scopus 로고
    • Leading indicators and spatial interactions: a crime‐forecasting model for proactive police deployment
    • Cohen, J., Gorr, W. L., & Olligschlaeger, A. M. (2007). Leading indicators and spatial interactions: a crime‐forecasting model for proactive police deployment. Geographical Analysis, 39(1), 105–127.
    • (2007) Geographical Analysis , vol.39 , Issue.1 , pp. 105-127
    • Cohen, J.1    Gorr, W.L.2    Olligschlaeger, A.M.3
  • 24
    • 4043104955 scopus 로고    scopus 로고
    • ‘Intelligence led policing or policing led intelligence?’Integrating volume crime analysis into policing
    • Cope, N. (2004). ‘Intelligence led policing or policing led intelligence?’Integrating volume crime analysis into policing. British Journal of Criminology, 44(2), 188–203.
    • (2004) British Journal of Criminology , vol.44 , Issue.2 , pp. 188-203
    • Cope, N.1
  • 26
    • 0035070544 scopus 로고    scopus 로고
    • Risk assessment and release decision-making: Toward resolving the great debate
    • COI: 1:STN:280:DC%2BD3MvlvF2jsw%3D%3D
    • Dvoskin, J. A., & Heilbrun, K. (2001). Risk assessment and release decision-making: Toward resolving the great debate. American Academy of Psychiatry and the Law, 29, 6–10.
    • (2001) American Academy of Psychiatry and the Law , vol.29 , pp. 6-10
    • Dvoskin, J.A.1    Heilbrun, K.2
  • 28
    • 84985874894 scopus 로고    scopus 로고
    • Chicago’s controversial new police program prompts fear of racial profiling
    • Erbentraut, J. (2014). Chicago’s controversial new police program prompts fear of racial profiling. The Huffington Post.
    • (2014) The Huffington Post
    • Erbentraut, J.1
  • 29
    • 33750730591 scopus 로고    scopus 로고
    • Can a costly intervention be cost-effective?: an analysis of violence prevention
    • PID: 17088509
    • Foster, E. M., & Jones, D. (2006). Can a costly intervention be cost-effective?: an analysis of violence prevention. Archives of General Psychiatry, 63(11), 1284–1291.
    • (2006) Archives of General Psychiatry , vol.63 , Issue.11 , pp. 1284-1291
    • Foster, E.M.1    Jones, D.2
  • 31
    • 0039613591 scopus 로고    scopus 로고
    • A meta-anallysis of the predictors of adult offender recidivism: what works!
    • Gendreau, P., Little, T., & Goggin, C. (1996). A meta-anallysis of the predictors of adult offender recidivism: what works! Criminology, 34(4), 575–608.
    • (1996) Criminology , vol.34 , Issue.4 , pp. 575-608
    • Gendreau, P.1    Little, T.2    Goggin, C.3
  • 33
    • 84984323827 scopus 로고
    • The true value of Lambda would appear to be zero: an essay on career criminals, criminal careers, selective incapacitation, cohort studies, and related topics*
    • Gottfredson, M., & Hirschi, T. (1986). The true value of Lambda would appear to be zero: an essay on career criminals, criminal careers, selective incapacitation, cohort studies, and related topics*. Criminology, 24(2), 213–234.
    • (1986) Criminology , vol.24 , Issue.2 , pp. 213-234
    • Gottfredson, M.1    Hirschi, T.2
  • 35
    • 78149482633 scopus 로고    scopus 로고
    • Forecasting the future of predictive crime mapping
    • Groff, E. R., & La Vigne, N. G. (2002). Forecasting the future of predictive crime mapping. Crime Prevention Studies, 13, 29–58.
    • (2002) Crime Prevention Studies , vol.13 , pp. 29-58
    • Groff, E.R.1    La Vigne, N.G.2
  • 36
    • 0000333672 scopus 로고    scopus 로고
    • Comparative efficiency of informal (subjective, impressionistic) and formal (mechanical, algorithmic) prediction procedures: the clinical–statistical controversy
    • Grove, W. M., & Meehl, P. E. (1996). Comparative efficiency of informal (subjective, impressionistic) and formal (mechanical, algorithmic) prediction procedures: the clinical–statistical controversy. Psychology, Public Policy, and Law, 2(2), 293.
    • (1996) Psychology, Public Policy, and Law , vol.2 , Issue.2 , pp. 293
    • Grove, W.M.1    Meehl, P.E.2
  • 37
    • 0001033261 scopus 로고
    • Robust regression: asymptotics, conjectures and Monte Carlo
    • Huber, P. J. (1973). Robust regression: asymptotics, conjectures and Monte Carlo. The Annals of Statistics, 1, 799–821.
    • (1973) The Annals of Statistics , vol.1 , pp. 799-821
    • Huber, P.J.1
  • 39
    • 46249131752 scopus 로고    scopus 로고
    • Demystifying double robustness: a comparison of alternative strategies for estimating a population mean from incomplete data
    • Kang, J. D., & Schafer, J. L. (2007). Demystifying double robustness: a comparison of alternative strategies for estimating a population mean from incomplete data. Statistical Science, 25, 523–539.
    • (2007) Statistical Science , vol.25 , pp. 523-539
    • Kang, J.D.1    Schafer, J.L.2
  • 40
    • 0000954540 scopus 로고    scopus 로고
    • Pulling levers: chronic offenders, high-crime settings, and a theory of prevention
    • Kennedy, D. M. (1996). Pulling levers: chronic offenders, high-crime settings, and a theory of prevention. Valparaiso University Law Review, 31, 449.
    • (1996) Valparaiso University Law Review , vol.31 , pp. 449
    • Kennedy, D.M.1
  • 41
    • 28444473138 scopus 로고    scopus 로고
    • Striking out” as crime reduction policy: the impact of “three strikes” laws on crime rates in US cities
    • Kovandzic, T. V., Sloan, J. J., III, & Vieraitis, L. M. (2004). “Striking out” as crime reduction policy: the impact of “three strikes” laws on crime rates in US cities. Justice Quarterly, 21(2), 207–239.
    • (2004) Justice Quarterly , vol.21 , Issue.2 , pp. 207-239
    • Kovandzic, T.V.1    Sloan, J.J.2    Vieraitis, L.M.3
  • 44
    • 0035591810 scopus 로고    scopus 로고
    • Actuarial versus clinical assessments of dangerousness
    • Litwack, T. R., & 2. (2001). Actuarial versus clinical assessments of dangerousness. Psychology, Public Policy, and Law, 7, 409.
    • (2001) Psychology, Public Policy, and Law , vol.7 , pp. 409
    • Litwack, T.R.1
  • 45
    • 84985881424 scopus 로고    scopus 로고
    • Brave New World of “Predictive Policing” Raises Specter of High-Tech Racial Profiling
    • Llenas, B. (2014). Brave New World of “Predictive Policing” Raises Specter of High-Tech Racial Profiling, Fox News Latino.
    • (2014) Fox News Latino
    • Llenas, B.1
  • 48
    • 84984301130 scopus 로고
    • Selective apprehension: a police strategy for repeat offenders
    • Martin, S. E., & Sherman, L. W. (1986). Selective apprehension: a police strategy for repeat offenders. Criminology, 24, 155.
    • (1986) Criminology , vol.24 , pp. 155
    • Martin, S.E.1    Sherman, L.W.2
  • 49
    • 0039835469 scopus 로고    scopus 로고
    • Controlling drug and disorder problems: the role of place managers
    • Mazerolle, L. G., Kadleck, C., & Roehl, J. (1998). Controlling drug and disorder problems: the role of place managers. Criminology, 36(2), 371–404.
    • (1998) Criminology , vol.36 , Issue.2 , pp. 371-404
    • Mazerolle, L.G.1    Kadleck, C.2    Roehl, J.3
  • 50
    • 0346437679 scopus 로고    scopus 로고
    • Problem-oriented policing in public housing: the Jersey City evaluation
    • Mazerolle, L. G., Ready, J., Terrill, W., & Waring, E. (2000). Problem-oriented policing in public housing: the Jersey City evaluation. Justice Quarterly, 17(1), 129–158.
    • (2000) Justice Quarterly , vol.17 , Issue.1 , pp. 129-158
    • Mazerolle, L.G.1    Ready, J.2    Terrill, W.3    Waring, E.4
  • 51
    • 10844272276 scopus 로고    scopus 로고
    • Propensity score estimation with boosted regression for evaluating causal effects in observational studies
    • PID: 15598095
    • McCaffrey, D. F., Ridgeway, G., & Morral, A. R. (2004). Propensity score estimation with boosted regression for evaluating causal effects in observational studies. Psychological Methods, 9(4), 403.
    • (2004) Psychological Methods , vol.9 , Issue.4 , pp. 403
    • McCaffrey, D.F.1    Ridgeway, G.2    Morral, A.R.3
  • 54
    • 33646517110 scopus 로고    scopus 로고
    • Reducing homicide through a “lever‐pulling” strategy
    • McGarrell, E. F., Chermak, S., Wilson, J. M., & Corsaro, N. (2006). Reducing homicide through a “lever‐pulling” strategy. Justice Quarterly, 23(02), 214–231.
    • (2006) Justice Quarterly , vol.23 , Issue.2 , pp. 214-231
    • McGarrell, E.F.1    Chermak, S.2    Wilson, J.M.3    Corsaro, N.4
  • 56
    • 84985880909 scopus 로고    scopus 로고
    • Forecasting and Time Series Models R for Business Analytics (pp. 241–258)
    • Ohri, A. (2013). Forecasting and Time Series Models R for Business Analytics (pp. 241–258). Springer.
    • (2013) Springer
    • Ohri, A.1
  • 57
    • 70349313396 scopus 로고    scopus 로고
    • Murder by structure: dominance relations and the social structure of gang homicide
    • Papachristos, A. (2009). Murder by structure: dominance relations and the social structure of gang homicide. American Journal of Sociology, 115(1), 74–128.
    • (2009) American Journal of Sociology , vol.115 , Issue.1 , pp. 74-128
    • Papachristos, A.1
  • 59
    • 84985866594 scopus 로고    scopus 로고
    • Six-degrees of violent victimization, Social networks and the risk of gunshot injury
    • Papachristos, A., Braga, A., & Hureau, D. (2011). Six-degrees of violent victimization: Social networks and the risk of gunshot injury.
    • (2011) & Hureau, D
    • Papachristos, A.1    Braga, A.2
  • 60
    • 84878496857 scopus 로고    scopus 로고
    • Social networks and the risk of gunshot injury
    • PID: 22714704
    • Papachristos, A., Braga, A., & Hureau, D. (2012). Social networks and the risk of gunshot injury. Journal of Urban Health, 89(6), 992–1003.
    • (2012) Journal of Urban Health , vol.89 , Issue.6 , pp. 992-1003
    • Papachristos, A.1    Braga, A.2    Hureau, D.3
  • 63
    • 84985880908 scopus 로고    scopus 로고
    • Violent Offenders: Appraising and Managing Risk
    • Quinsey, V. L., Harris, G. T., & Rice, M. E. (2000). Violent Offenders: Appraising and Managing Risk. Psychiatric Services, 51(3), 395
    • (2000) Psychiatric Services , vol.51 , Issue.3 , pp. 395
    • Quinsey, V.L.1    Harris, G.T.2    Rice, M.E.3
  • 64
    • 0442321319 scopus 로고    scopus 로고
    • Intelligence-led policing and the problems of turning rhetoric into practice
    • Ratcliffe, J. (2002). Intelligence-led policing and the problems of turning rhetoric into practice. Policing and Society, 12(1), 53–66.
    • (2002) Policing and Society , vol.12 , Issue.1 , pp. 53-66
    • Ratcliffe, J.1
  • 65
    • 34547818110 scopus 로고    scopus 로고
    • The effectiveness of police intelligence management: a New Zealand case study
    • Ratcliffe, J. (2005). The effectiveness of police intelligence management: a New Zealand case study. Police Practice and Research, 6(5), 435–451.
    • (2005) Police Practice and Research , vol.6 , Issue.5 , pp. 435-451
    • Ratcliffe, J.1
  • 68
    • 84890599751 scopus 로고    scopus 로고
    • Linking prediction and prevention
    • Ridgeway, G. (2013). Linking prediction and prevention. Criminology and Public Policy, 12(3), 545–550.
    • (2013) Criminology and Public Policy , vol.12 , Issue.3 , pp. 545-550
    • Ridgeway, G.1
  • 69
    • 66549105133 scopus 로고    scopus 로고
    • Doubly robust internal benchmarking and false discovery rates for detecting racial bias in police stops
    • COI: 1:CAS:528:DC%2BD1MXntVChu7k%3D
    • Ridgeway, G., & MacDonald, J. M. (2009). Doubly robust internal benchmarking and false discovery rates for detecting racial bias in police stops. Journal of the American Statistical Association, 104(486), 661–668.
    • (2009) Journal of the American Statistical Association , vol.104 , Issue.486 , pp. 661-668
    • Ridgeway, G.1    MacDonald, J.M.2
  • 70
    • 79951727299 scopus 로고    scopus 로고
    • Intervening in gun markets: an experiment to assess the impact of targeted gun-law messaging
    • Ridgeway, G., Braga, A. A., Tita, G., & Pierce, G. L. (2011). Intervening in gun markets: an experiment to assess the impact of targeted gun-law messaging. Journal of Experimental Criminology, 7(1), 103–109.
    • (2011) Journal of Experimental Criminology , vol.7 , Issue.1 , pp. 103-109
    • Ridgeway, G.1    Braga, A.A.2    Tita, G.3    Pierce, G.L.4
  • 71
    • 84985879042 scopus 로고    scopus 로고
    • Toolkit for Weighting and Analysis of Nonequivalent Groups, A tutorial for the twang package. R vignette. RAND
    • Ridgeway, G., McCaffrey, D., Morral, A., Burgette, L., & Griffin, B. A. (2014). Toolkit for Weighting and Analysis of Nonequivalent Groups: A tutorial for the twang package. R vignette. RAND.
    • (2014)
    • Ridgeway, G.1    McCaffrey, D.2    Morral, A.3    Burgette, L.4    Griffin, B.5
  • 72
    • 77951622706 scopus 로고
    • The central role of the propensity score in observational studies for causal effects
    • Rosenbaum, P. R., & Rubin, D. B. (1983). The central role of the propensity score in observational studies for causal effects. Biometrika, 70(1), 41–55.
    • (1983) Biometrika , vol.70 , Issue.1 , pp. 41-55
    • Rosenbaum, P.R.1    Rubin, D.B.2
  • 74
    • 0038810868 scopus 로고
    • Policing communities: what works?
    • Sherman, L. W. (1986). Policing communities: what works? Crime and justice, 343–386.
    • (1986) Crime and justice , pp. 343-386
    • Sherman, L.W.1
  • 75
    • 84933490206 scopus 로고
    • The influence of criminology on criminal law: evaluating arrests for misdemeanor domestic violence
    • Sherman, L. W. (1992). The influence of criminology on criminal law: evaluating arrests for misdemeanor domestic violence. Journal of Criminal Law and Criminology, 83, 1–45.
    • (1992) Journal of Criminal Law and Criminology , vol.83 , pp. 1-45
    • Sherman, L.W.1
  • 76
    • 0021407702 scopus 로고
    • The specific deterrent effects of arrest for domestic assault
    • COI: 1:STN:280:DyaL2c3lsVyksA%3D%3D, PID: 6742629
    • Sherman, L. W., & Berk, R. A. (1984). The specific deterrent effects of arrest for domestic assault. American Sociological Review, 49, 261–272.
    • (1984) American Sociological Review , vol.49 , pp. 261-272
    • Sherman, L.W.1    Berk, R.A.2
  • 77
    • 84946458134 scopus 로고
    • General deterrent effects of police patrol in crime “hot spots”: a randomized, controlled trial
    • Sherman, L. W., & Weisburd, D. (1995). General deterrent effects of police patrol in crime “hot spots”: a randomized, controlled trial. Justice Quarterly, 12(4), 625–648.
    • (1995) Justice Quarterly , vol.12 , Issue.4 , pp. 625-648
    • Sherman, L.W.1    Weisburd, D.2
  • 79
    • 0036220641 scopus 로고    scopus 로고
    • A cautionary note on the use of actuarial risk assessment tools for social control
    • Silver, E., & Miller, L. L. (2002). A cautionary note on the use of actuarial risk assessment tools for social control. Crime and Delinquency, 48(1), 138–161.
    • (2002) Crime and Delinquency , vol.48 , Issue.1 , pp. 138-161
    • Silver, E.1    Miller, L.L.2
  • 80
    • 84899868948 scopus 로고    scopus 로고
    • Evidence-based sentencing and the scientific rationalization of discrimination
    • Starr, S. B. (2014). Evidence-based sentencing and the scientific rationalization of discrimination. Stanford Law Review, 66, 803–953.
    • (2014) Stanford Law Review , vol.66 , pp. 803-953
    • Starr, S.B.1
  • 81
    • 84944404407 scopus 로고    scopus 로고
    • The Minority Report: Chicago’s new police computer predicts crimes, but is it racist?
    • Stroud, M. (2014). The Minority Report: Chicago’s new police computer predicts crimes, but is it racist? The Verge.
    • (2014) The Verge
    • Stroud, M.1
  • 82
    • 0038817246 scopus 로고
    • Prediction and classification: legal and ethical issues
    • Tonry, M. (1987). Prediction and classification: legal and ethical issues. Crime and Justice, 9, 367–413.
    • (1987) Crime and Justice , vol.9 , pp. 367-413
    • Tonry, M.1
  • 83
    • 84993804234 scopus 로고    scopus 로고
    • Crime and disorder in drug hot spots: implications for theory and practice in policing
    • Weisburd, D., & Mazerolle, L. G. (2000). Crime and disorder in drug hot spots: implications for theory and practice in policing. Police Quarterly, 3(3), 331–349.
    • (2000) Police Quarterly , vol.3 , Issue.3 , pp. 331-349
    • Weisburd, D.1    Mazerolle, L.G.2
  • 84
    • 84892474353 scopus 로고    scopus 로고
    • When crime prevention harms: a review of systematic reviews
    • Welsh, B. C., & Rocque, M. (2014). When crime prevention harms: a review of systematic reviews. Journal of Experimental Criminology, 10(3), 245–266.
    • (2014) Journal of Experimental Criminology , vol.10 , Issue.3 , pp. 245-266
    • Welsh, B.C.1    Rocque, M.2
  • 85
    • 84984357712 scopus 로고
    • Universal applicability of probation risk‐assessment instruments
    • Wright, K. N., Clear, T. R., & Dickson, P. (1984). Universal applicability of probation risk‐assessment instruments. Criminology, 22(1), 113–134.
    • (1984) Criminology , vol.22 , Issue.1 , pp. 113-134
    • Wright, K.N.1    Clear, T.R.2    Dickson, P.3
  • 86
    • 77956536832 scopus 로고    scopus 로고
    • The efficacy of violence prediction: a meta-analytic comparison of nine risk assessment tools
    • PID: 20804235
    • Yang, M., Wong, S. C., & Coid, J. (2010). The efficacy of violence prediction: a meta-analytic comparison of nine risk assessment tools. Psychological Bulletin, 136(5), 740.
    • (2010) Psychological Bulletin , vol.136 , Issue.5 , pp. 740
    • Yang, M.1    Wong, S.C.2    Coid, J.3
  • 87
    • 84985871061 scopus 로고    scopus 로고
    • Understanding big data: Analytics for enterprise class hadoop and streaming data. McGraw-Hill Osborne Media
    • Zikopoulos, P., & Eaton, C. (2011). Understanding big data: Analytics for enterprise class hadoop and streaming data. McGraw-Hill Osborne Media.
    • (2011) & Eaton, C
    • Zikopoulos, P.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.