DOI QR코드

DOI QR Code

The Effects of Spatial Factors on the Incidence of Violent Crime in Korea, 2005-2015

  • Lee, Kyungjae (Department of Agricultural Economics and Rural Development, College of Agriculture and Life Sciences, Seoul National University) ;
  • Choi, Eunji (University Innovation Center, Seoul National University) ;
  • Lee, Seongwoo (Department of Agricultural Economics and Rural Development, College of Agriculture and Life Sciences, Seoul National University)
  • Received : 2021.08.05
  • Accepted : 2021.09.01
  • Published : 2021.08.31

Abstract

While many criminal studies have focused on the motivation of offenders and avoidance of victimization in the micro perspective, there have been a number of theoretical developments emphasizing space as a direct factor that influences the incidence of crime. The main purpose of this study is to analyze the effects of regional characteristics and violent crime incidence in Korea. Applying diverse spatial econometrics models that have less been utilized in the crime literature, this study finds an important association between spatial accessibility and crime incidence. The results suggest that the type of predominant business and the level of road accessibility affect the vulnerability of areas with respect to the incidence of violent crime. This study concludes with some important implications for urban planners and policymakers with respect to crime control and prevention.

Keywords

References

  1. Andresen, M. A. (2006) Crime Measures and the Spatial Analysis of Criminal Activity, British Journal of Criminology, 46(2), 258-285. https://doi.org/10.1093/bjc/azi054
  2. Anselin, L. (1988) Spatial Econometrics: Method and Models, Dordrecht: Kluwer Academic.
  3. Blau, J.R. and Blau, P.M. (1982) The Cost of Inequality: Metropolitan Structure and Violent Crime, American Sociological Review, 47(1), 114-129. https://doi.org/10.2307/2095046
  4. Brantingham, P. and Brantingham, P. (1975) Residential burglary and urban form, Urban Studies, 12(3), 273-284. https://doi.org/10.1080/00420987520080531
  5. Brantingham, P. and Brantingham, P. (1984) Patterns in Crime. New York: Macmillan.
  6. Brantingham, P. and Brantingham, P. (1981) Environmental Criminology. Beverly Hills: Sage Publications.
  7. Brantingham, P. and Brantingham, P. (1993) Environment, Routine and Situation: Toward a Pattern theory of Crime. Advances in Criminological Theory, 5, 259-294.
  8. Browning, C. R., Byron. R. A., Calder, C. A., Krivo, L. J., Kwan, M. P., Lee, J. Y. and Peterson, R. D. (2010) Commercial, Density, Residential, Concentration, and Crime: Land Use Patterns and Violence in Neighborhood Context, Journal of Research in Crime and Delinquency, 47(3), 329-357. https://doi.org/10.1177/0022427810365906
  9. Buonanno, P. (2006) The Socioeconomic Determinants of Crime: A Review of the Literature. Working Paper No 63. Department of Economics, University of MilanBicocca.
  10. Cahill, M. and Mulligan, G. (2007) Using Geographically Weighted Regression to Explore Local Crime Patterns, Social Science Computer Review, 25(2), 174-193. https://doi.org/10.1177/0894439307298925
  11. Can, A.(1992) Specification and Estimation of Hedonic Housing Price Model, Regional Science and Urban Economics, 22(3), 453-473. https://doi.org/10.1016/0166-0462(92)90039-4
  12. Chapin, D. (1991) Making Green Places Safer Places: Experiences in New York City, Landscape Architecture Review, 12(3), 16-18.
  13. Cheong, J. S. and Park, H. H. (2010) A Study on the Effects of Structural Covariates on Homicide: Nationwide Analysis Using Negative Binomial Regression Model, Korean Criminological Review, 21(1), 91-119.
  14. Cheong, J. (2013) Spatial Analyses on Structural Causal Factors of Serious Crime, The Journal of Police Science, 13(4), 53-78.
  15. Cheong, J. (2014) Spatial Regression Analysis on the Relationship between Structural Characteristics and Homicide of Seoul, Seoul Studies, 15(1), 101-118.
  16. Choi, J. and Park, C. (2018) A Study on Environmental Factors Affecting Occurrence Depends on Types of Crime, Journal of Korean Criminological Association, 12(2), 159-186. https://doi.org/10.29095/JKCA.12.2.8
  17. Clinard, M.B. (1978) Cities without Crime: the Case of Switzerland, London: Cambridge University Press.
  18. Coccia, M. (2018) Violent Crime Driven by Income Inequality between Countries. Turkish Economic Review, 5(1), 33-55
  19. Cohen, L.E. and Felson, M. (1979) Social Change and Crime Rate Trends: A Routine Activity Approach, American Sociological Review 44(4), 588-608. https://doi.org/10.2307/2094589
  20. Cozens, P. and Love, T. (2009) Manipulating Permeability as a Process for Controlling Crime: Balancing Security and Sustainability in Local Contexts. Built Environment, 35(1), 346-365. https://doi.org/10.2148/benv.35.3.346
  21. Dubin, R.A. (1988) Estimation of Regression Coefficients in the Presence of Spatially Autocorrelated Error Terms, The Review of Economics and Statistics, 70(3), 466-474. https://doi.org/10.2307/1926785
  22. Eck, J. E. and Weisburd, D. (1995) Crime and Place, Crime Prevention Studies 4, New York: Willow Tree Press.
  23. Graif, C. and Sampson, R.J. (2009) Spatial Heterogeneity in the Effects of Immigration and Diversity on Neighborhood Homicide Rates, Homicide Studies, 13(3), 242-260. https://doi.org/10.1177/1088767909336728
  24. Ha, S. (2017) Review on the Status and Countermeasures of Foreigner's Crime, Korean Terrorism Studies Review, 10(2), 150-163.
  25. Hauner, D., Kutan, A. and Spivey, C. (2012) Inequality and Crime: Evidence from Russia's Regions, Applied Economics Letters, 19 (17), 1667-1671. https://doi.org/10.1080/13504851.2011.652773
  26. Hilbron, J. (2009) Dealing with Crime and Disorder in Urban Parks, Center for Problem-Oriented Policing, Washington, D.C.
  27. Hiller, B. and Shu, S. (2000) Crime and Urban Layout: The Need for Evidence, In: Ballintyne S, Pease K, McLaren, V. (eds.) Key Issues in Crime Prevention, Crime Reduction and Community Safety. London: IPPR.
  28. Hipp, J. R. (2007) Block, Track, and Levels of Aggregation: Neighborhood Structure and Crime and Disorder as a Case in Point, American Sociological Association, 72(5), 659-680. https://doi.org/10.1177/000312240707200501
  29. Hooghe, M., Vanhoutte, B., Hardyns, W. and Bircan, T. (2011) Unemployment, Inequality, Poverty and Crime: Spatial Distribution Patterns of Criminal Acts in Belgium, 2001-06, British Journal of Criminology, 51(1), 1-20. https://doi.org/10.1093/bjc/azq067
  30. Jacobs, J. (1961) The Death and Life of Great American Cities. London: Jonathon Cope.
  31. Jang, J. and Cho, S. (2019) A Study on Inequality and Crime - Focusing on Income Inequality. Korean Journal of Public Safety and Criminal Justice 28 (3), 419-448. https://doi.org/10.21181/KJPC.2019.28.3.419
  32. Jeffery, C. R. (1971) Crime prevention through environmental design. Beverly Hills: Sage Publications.
  33. Johnston, S. and Bowers, K. (2010) Permeability and Burglary Risk: Are Cul-de-sacs Safer? Quantitative Journal of Criminology, 26(1), 89-111. https://doi.org/10.1007/s10940-009-9084-8
  34. Lynch, K. (1960) The image of the city. Cambridge: MIT press.
  35. Kim, H. and Lee., S (2011) The Crime Hot Spot and Determinants of Rural Crime, The Journal of Rural Society, 21(2), 141-172.
  36. Kim, H. and Lee., S. (2013) Changes in Spatial Dependence of Crime and Distribution of Crime Hot Spots in Korea, 2001-2010, Journal of the Residential Environment Institute of Korea, 11(2), 27-41.
  37. Kim, I., Byeon., J., and Ahn., H. (2014) Violent Crime in Korea: With Focuses on Deterrence, Income Inequality, and Female Victimization, Korean Journal of Law and Economics, 11(3), 389-417.
  38. Kim, S. and Yim, H. (2020) Historical Study of Research Trends Related to Children in Divorced Families: Focused on the Domestic Academic Journal Articles Published from the Time of the Korean Currency Crisis through 2019. Social Science Review, 51(1), 131-163. https://doi.org/10.31502/SSRI.51.1.6
  39. Kim, S. M., Lagrange, R. L. and Willis, C. L. (2012) Place and Crime: Integrating Sociology of Place and Environmental Criminology. Urban Affairs Review. 49 (1), 141-155. https://doi.org/10.1177/1078087412465401
  40. Ko, K. (2016) Determinants of sexual assault in Korea: an empirical analysis (Masters dissertation), Sungkyunkwan University, Seoul, Korea.
  41. Korea Statistical Inforamtion Service (KOSIS), Regional Income: GRDP per person. Available at http://kosis.kr. Accessed on February 3, 2021.
  42. Kwon, T. and Jeon, S. (2016) A study on the violent crime and control factors in Korea, Journal of the Korean Data and Information Science Society, 27(6), 1511-1523. https://doi.org/10.7465/jkdi.2016.27.6.1511
  43. Lauridsen, J. T., Zeren., F., and Ari., A (2013) A spatial panel data analysis of crime rates in EU, Discussion Papers on Business and Economics, 2/2013, University of Southern Denmark.
  44. Lee, D. S. and Lee, K, H. (2009) A Study on the Relationship Between Crime Rates and Characteristics of Urban Areas: Focusing on Demographic and Socioeconomic Factors, Natioanal Association Korean Local Government Studies, 11(1), 189-206.
  45. Lee, G. (2020) A Study on the Characteristic of Foreign Crimes, Korea Criminal Intelligence Review, 6(1), 121-135. https://doi.org/10.33563/KSCIA.2020.6.1.7
  46. Lee, H. and Choi., J. (2019) An Empirical Study on the Determinants of Property Crime and Violent Crime: Focusing on Social Disorganization Theory and Life Course Theory, Journal of the Korean Urban Management Association, 32(2), 67-86. https://doi.org/10.36700/KRUMA.2019.06.32.2.67
  47. Lee, S. and Cho, J., 2006. The Effects of Spatial and Environmental Factors on Crime Victimization, Seoul Studies, 7(2), 57-76.
  48. Lee, S. (2011) Evaluation of Crime Prevention Performance of Urban Spatial Structure through Network Analysis. Journal of the Architectural Institute of Korea Planning & Design, 27(8), 243-250.
  49. Lee, T. (2010) A Study on the Causes of Crime Occurrence: With an Emphasis on Urban Areas (Masters Dissertation), Kyung Hee University, Seoul, Korea.
  50. Leiva, M., Vasquez-Lavin, F., and Oliva, R.D.P. (2020) Do immigrants increase crime? Spatial analysis in a middle-income country, World Development, 126.
  51. Lesage, J. P. (1999) The Theory and Practice of Spatial Econometrics, Available at: http://www.spatial-econometrics.com/html/sbook. Accessed on April 19, 2021.
  52. LeSage, J. P., and Pace, R. K. (2009) Introduction to Spatial Econometrics. Boca Raton, FL: CRC Press.
  53. Lockwood, D., 2007, Mapping Crime in Savannah: Social Disadvantage, Land Use, and Violent Crimes Reported to the Police, Social Science Computer Review, 25(2), 194-209. https://doi.org/10.1177/0894439307298935
  54. Louderback, E.R., and Roy, S.S. (2018) Integrating Social Disorganization and Routine Activity Theories and Testing the Effectiveness of Neighbourhood Crime Watch Programs: Case Study of Miami-Dade County, 2007-15, the British Journal of Criminology, 58, 968-992. https://doi.org/10.1093/bjc/azx062
  55. Messner, S.F. (1982) Poverty, Inequality, and Urban Homicide Rate: Some Unexpected Findings. Criminology, 20(1), 103-114. https://doi.org/10.1111/j.1745-9125.1982.tb00450.x
  56. Newman, O. (1973) Defensible Space: Crime Prevention Through Urban Design, New York: McMillan.
  57. Novak, K. and Seiler, C. (2001) Zoning Practices and Neighborhood Physical Disorder, Criminal Justice Policy Review, 12(2), 140-163. https://doi.org/10.1177/0887403401012002003
  58. O'Brien, R.M. (1983) Metropolitan structure and violent crime: Which measure of crime? American Sociological Review. 48(3), 434-437. https://doi.org/10.2307/2095236
  59. Palen, J. J. (2012) The Urban World, Boulder: Paradigm Publishers.
  60. Park, H. (2018) Spatial Analysis of Factors Affecting Fear of Crime, Korean Criminological Review, 29(2), 91-117.
  61. Park, J., Lee, K., and Lee, S. (2018) A Study on Fear of crime of people in Seoul, Seoul Studies, 19(4), 111-129.
  62. Paulsen, D. (2011) Designing Out Crime: What Works and What doesn't, NIJ MAPS Annual Conference, Miami.
  63. Quimet, M. (2012) A World of Homicides: The Effect of Economic Development, Income Inequality, and Excess Infant Mortality on the Homicide Rate for 165 Countries in 2010, Homicide Studies 16 (3), 238-258. https://doi.org/10.1177/1088767912442500
  64. Sampson, R.J. (1985) Neighborhood and Crime: Identifying the Effect of Unemployment on Crime, Journal Research in Crime and Delinquency, 22(1): 7-40. https://doi.org/10.1177/0022427885022001002
  65. Shaw, C.R. and Mckay, H.D. (1942) Juvenile Delinquency and Urban Areas, Chicago: University of Chicago Press.
  66. Shin, S. (2019) Spatial Features Affecting the Occurrence of Hidden Camera Crime, the Journal of Police Science, 19(1), 59-83.
  67. Smith, W.R., Frazee, S.G. and Davison, E.L. (2000) Furthering the Integration of Routine Activity and Social Disorganization Theories: Small Units of Analysis and the Study of Street Robbery as a Diffusion Process, Criminology, 38(2), 489-523. https://doi.org/10.1111/j.1745-9125.2000.tb00897.x
  68. Statistics Korea. (2018) Social Indicators in Korea Available at: https://kostat.go.kr/portal/korea/kor_nw/1/6/3/index.board. Accessed on April 21, 2021.
  69. Stucky, T.D. and Ottensmann, J.R. (2009) Land Use and Violent Crime, Criminology 47(4), 1223-1264. https://doi.org/10.1111/j.1745-9125.2009.00174.x
  70. Taylor, R.B., Barbara, A.K., Ellen, M.K., Jack, R.G. and Douglas, D.P. (1995) Street Blocks with More Nonresidential Land Use Have More Physical Deterioration: Evidence from Baltimore and Philadelphia, Urban Affairs Review, 31(1), 120-136. https://doi.org/10.1177/107808749503100106
  71. Valier, C. (2003) Foreigners, Crime, and Changing Mobility, the British Journal of Criminology, 42, 109-128. https://doi.org/10.1093/bjc/42.1.109
  72. Warner, B.D. and Pierce, G.L. (1993) Reexamining Social Disorganization Theory using Calls to the Police as a Measure of Crime, Criminology, 31(4), 493-517. https://doi.org/10.1111/j.1745-9125.1993.tb01139.x
  73. Williams, F. P. (1984) The demise of the criminological imagination: A critique of recent criminology. Justice Quarterly, 1(1), 91-106. https://doi.org/10.1080/07418828400088051
  74. Yoon, O. and Joo, H. (2005) A Contextual Analysis of Crime Rates: The Korean Case, Crime, Law & Social Change, 43(1), 31-55. https://doi.org/10.1007/s10611-005-2814-4