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Journal of Quantitative Criminology

, Volume 32, Issue 1, pp 61–87 | Cite as

Telling a Similar Story Twice? NCVS/UCR Convergence in Serious Violent Crime Rates in Rural, Suburban, and Urban Places (1973–2010)

  • Mark T. Berg
  • Janet L. Lauritsen
Original Paper

Abstract

Objectives

This study examines UCR and NCVS serious violence crime trends in urban, suburban, and rural areas, and assesses the extent to which discrepancies in the two data series are due to victim reporting or police crime-recording practices. Particular attention is paid to the dynamics of the rural data series.

Methods

NCVS data for 1973–2010 are used to estimate subnational rates of serious violence and comparable rates for crimes that victims said were reported to police, and these estimates are compared to subnational UCR data. Time-series cointegration analysis is used to assess convergence in the NCVS and UCR series along with descriptive comparative analyses.

Results

The degree of convergence in UCR and NCVS trends was found to vary across areas; however this was not due to differences in rates of reporting to police. Suburban and urban UCR and NCVS trends converged with and without adjustment for police reporting. Little evidence of NCVS/UCR series convergence was found in rural areas even after victim reporting was taken into account.

Conclusion

The recording and production of crime data by the police appears to contribute to subnational differences in the convergence between the UCR and NCVS series. The findings suggest rural crime trend analysis should not be based solely on UCR data. To illustrate the difference between conclusions based on UCR and NCVS rural violence trends, we find that poverty rates have a large, significant association with rural violence as measured in the NCVS, but are unrelated to UCR rates.

Keywords

Crime trends Violence measurement NCVS/UCR convergence Rural 

References

  1. Ansari S, He N (2012) Convergence revisited. A multi-definition, multi-method analysis of the UCR and NCVS crime series (1973–2008). Justice Q 42:1–31Google Scholar
  2. Antoshin S, Berg A, Souto M (2008). Testing for structural breaks in small samples. Paper prepared for the International Monetary FundGoogle Scholar
  3. Bai J, Perron P (2006). Multiple structural change models: a simulation analysis. Econ Theory Pract Front Anal Appl Res 38:212–237CrossRefGoogle Scholar
  4. Baller RD, Messner SF, Anselin L, Deane G (2002) The interchangeability of homicide data sources. A spatial analytical perspective. Homicide Stud 6:211–226CrossRefGoogle Scholar
  5. Baumer EP, Lauritsen JL (2010) Reporting crime to the police, 1973–2005: a multivariate analysis of long term trends in the National Crime Survey (NCS) and National Crime Victimization Survey (NCVS). Criminology 48:131–185CrossRefGoogle Scholar
  6. Bernard TJ (1999) Juvenile crime and the transformation of juvenile justice: is there a juvenile crime wave? Justice Q 16:337–356CrossRefGoogle Scholar
  7. Biderman AD, Lynch JP (1991) Understanding crime incidence statistics: why the UCR diverges from the NCS. Research in Criminology Series. Springer, New YorkCrossRefGoogle Scholar
  8. Blumstein A, Cohen J, Rosenfeld R (1991) Trend and deviation in crime rates: a comparison of UCR and NCS data for burglary and robbery. Criminology 29:237–263CrossRefGoogle Scholar
  9. Burch A (2012) Sheriffs’ Offices, 2007—statistical tables. US Department of Justice, WashingtonGoogle Scholar
  10. Charemza WW, Deadman DF (1992) New directions in econometric practice: general to specific modelling, cointegration and vector autoregression. Elgar PressGoogle Scholar
  11. Crank JP (1990) The influence of environmental and organizational factors on police style in urban and rural environments. J Res Crime Delinq 27:166–189CrossRefGoogle Scholar
  12. Crank JP, Wells LE (1991) The effects of size and urbanism on structure among Illinois police departments. Justice Q 8:169–185CrossRefGoogle Scholar
  13. Elder G, Conger R (2000) Children of the land. Adversity and success in Rural America. University of Chicago Press, ChicagoGoogle Scholar
  14. Enders W (2010) Applied econometric time-series, 3rd edn. Wiley, New YorkGoogle Scholar
  15. Engle R, Granger CWJ (1987) Co-integration and error correction: representation, estimation and testing. Econometrica 55:251–276CrossRefGoogle Scholar
  16. Falcone DN, Edward Wells L, Weisheit RA (2002) The small town police department. Policing 25:371–384CrossRefGoogle Scholar
  17. Gregory AW, Hansen BE (1996) Residual based tests for cointegration in models with regime shifts. J Econom 70:99–126CrossRefGoogle Scholar
  18. Groves RM, Cork DL (eds) (2008) Surveying victims: options for conducting the National Crime Victimization Survey. National Academies Press, WashingtonGoogle Scholar
  19. Jencks C (1991) Behind the numbers: is violent crime increasing? Am Prospect 4(Winter):98–109Google Scholar
  20. Jensen GF, Karpos M (1993) Managing rape: exploratory research on the behavior of rape statistics. Criminology 31:368–385CrossRefGoogle Scholar
  21. Johansen S (1991) Estimation and hypothesis testing of cointegration vectors in Gaussian vector autoregressive models. Econometrica 59:1551–1580CrossRefGoogle Scholar
  22. Kindermann C, Lynch JP, Cantor D (1997) Effects of the redesign on victimization estimates. US Department of Justice, WashingtonGoogle Scholar
  23. Laub J (1981) Ecological considerations in victim reporting to the police. J Crim Justice 9:419–430CrossRefGoogle Scholar
  24. Lauritsen J, Schaum R (2005) Crime and victimization in the three largest metropolitan areas, 1980–1998. US Department of Justice, Bureau of Justice Statistics, Washington. NCJ 208075Google Scholar
  25. Loftin C, McDowall D (2003) Regional culture and patterns of homicide. Homicide Stud 7:353–367CrossRefGoogle Scholar
  26. Lynch JP (2002) Trends in juvenile violent offending: an analysis of victim survey data. US Department of Justice, Office of Juvenile Justice and Delinquency Prevention, WashingtonGoogle Scholar
  27. Lynch JP, Addington LA (2007) Understanding crime statistics: revisiting the divergence of the NCVS and UCR. Cambridge University Press, CambridgeGoogle Scholar
  28. Lynch JP, Cantor D (1996) Models for adjusting the NCS trend to account for design differences between the NCS and NCVS. Memorandum to the American Statistical Association Committee on Law and Justice StatisticsGoogle Scholar
  29. Lynch JP, Jarvis JP (2008) Missing data and imputation in the Uniform Crime Reports and the effects on national estimates. J Contemp Crim Justice 24:69–85CrossRefGoogle Scholar
  30. Maltz M (2007) Missing UCR data and divergence of the NCVS and UCR trends. In: Lynch JP, Addington LA (eds) Understanding crime statistics: revisiting the divergence of the NCVS and UCR. Cambridge Press, CambridgeGoogle Scholar
  31. Maltz MD, Targonski J (2002) A note on the use of county-level UCR data. J Quant Criminol 18:297–317CrossRefGoogle Scholar
  32. McDowall D, Loftin C (1992) Comparing the UCR and NCS over time. Criminology 30:125–132CrossRefGoogle Scholar
  33. McDowall D, Loftin C (2007) What is convergence and what do we know about it? In: Lynch JP, Addington LA (eds) Understanding crime statistics: revisiting the divergence of the NCVS and UCR. Cambridge Press, CambridgeGoogle Scholar
  34. National Institute of Justice (2004) Law enforcement technology—are small and rural agencies equipped and trained? Research for Practice. US Department of Justice, Office of Justice Programs, WashingtonGoogle Scholar
  35. National Institute of Justice (2010) Report on the National Small and Rural Agency Summit. August. US Department of Justice, Office of Justice ProgramsGoogle Scholar
  36. O’Brien RM (1996) Police productivity and crime rates: 1983–1992. Criminology 34:187–207Google Scholar
  37. O’Brien RM (2003) UCR violent crime rates, 1958–2000: recorded and offender-generated trends. Soc Sci Res 32:499–518CrossRefGoogle Scholar
  38. Payne BK, Berg B, Sun I (2005) Policing in small town America. Dogs, drunks, disorder and dysfunction. J Crim Justice 33:31–41CrossRefGoogle Scholar
  39. Planty M (2014) Using NCVS for subnational estimates of victimization: a BJS update. Justice Resarch and Statistics Association Training and Technical Assistance Webinar Series. http://www.jrsainfo.org/webinars/presentations/NCVS_final.pdf
  40. Pridemore WA (2005) A cautionary note on using county-level crime and homicide data. Homicide Stud 9:256–268CrossRefGoogle Scholar
  41. Rand MR, Rennison CM (2002) True crime stories? Accounting for differences in our national crime indicators. Chance 15:47–51CrossRefGoogle Scholar
  42. Rand MR, Lynch JP, Cantor D (1977) Criminal victimization, 1973–1995. US Department of Justice, WashingtonGoogle Scholar
  43. Reaves B (2010) Local police departments, 2007. US Department of Justice, WashingtonGoogle Scholar
  44. Reiss A (1976) Problems in the documentation of crime. In: Guenther AL (ed) Criminal behavior and social systems. Rand McNally, ChicagoGoogle Scholar
  45. Rosenfeld R (2007) Explaining the divergence between UCR and NCVS aggravated assault trends. In: Lynch JP, Addington LA (eds) Understanding crime statistics: revisiting the divergence of the NCVS and UCR. Cambridge Press, CambridgeGoogle Scholar
  46. Shadish WR, Cook TD, Campbell DT (2002) Experimental and quasi-experimental designs for generalized causal inference. Houghton-Mifflin Press, BostonGoogle Scholar
  47. Sims VH (1988) Small town and rural police. Charles C. Thomas, SpringfieldGoogle Scholar
  48. Smith BL (1980) Criminal victimization in rural areas. In: Price BR, Baunauch PJ (eds) Criminal justice research: new methods and findings. Sage research progress series in criminology, vol 16. Sage, Thousand OaksGoogle Scholar
  49. Truman J (2011) Criminal victimization, 2010. US Department of Justice, WashingtonGoogle Scholar
  50. US Department of Justice (1994) Criminal victimization in the United States: 1973–1992 trends. Washington, DC. NCJ 147006Google Scholar
  51. US Department of Justice (2011) Office of Justice Programs, Bureau of Justice Statistics. National Crime Victimization Survey 2010 Codebook. ICPSR21303-v1. Inter-University Consortium for Political and Social Reseach, Ann Arbor [distributor]Google Scholar
  52. Vollard B, Hamed J (2012) Why the police have an effect on violent crime after all: evidence from the British Crime Survey. J Law Econ 55(901):924Google Scholar
  53. Weisheit RA, Donnermeyer JF (2000) Change and continuity in crime in rural America. In: LaFree G (ed) The nature of crime: continuity and change, criminal justice 2000, vol 1. US Department of Justice, Office of Justice Programs, National Institute of Justice, Washington, pp 309–357Google Scholar
  54. Weisheit RA, Edward Wells L (1996) Rural crime and justice. Implications for theory and Research. Crime Delinq 42:379–397CrossRefGoogle Scholar
  55. Weisheit R, Edward Wells L, Falcone DN (1994) Community policing in small town and rural America. Crime Delinq 40:549–567CrossRefGoogle Scholar
  56. Wiersema B, Loftin C, McDowall D (2000) A comparison of supplementary homicide reports and national vital statistics system homicide estimates for U.S. counties. Homicide Stud 4:317–340CrossRefGoogle Scholar
  57. Winslow RW (1968) Crime in a free society: selections from the President’s Commission on Law Enforcement and the Administration of Justice. Dickeson, BelmontGoogle Scholar

Copyright information

© Springer Science+Business Media New York 2015

Authors and Affiliations

  1. 1.Department of SociologyUniversity of IowaIowa CityUSA
  2. 2.Department of Criminology and Criminal JusticeUniversity of Missouri-St. LouisSt. LouisUSA

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