Abstract
The objective of this chapter is to analyse the spatiotemporal patterns of crime in the Dhaka Metropolitan Area (DMA). Crime data for the period of August 2011 to July 2012 were acquired from Dhaka Metropolitan Police (DMP). Apart from descriptive statistics, spatial pattern analysis was carried out through local indicators of spatial autocorrelation (LISA). Linear regression was conducted using the crime incidence rate as a dependent variable and ten socio-demographic factors as potential explanatory variables. Descriptive analysis showed distinct temporal variation with the pre-monsoon season having the highest crime occurrences. Furthermore, there are three single-centred criminal activity hotspots of crime. Multivariate regression analysis showed that the size of male population and poverty rate were the best predictors of crime incidence in DMA; however, simple regression suggested that total population, number of males and size of unemployment population in the police districts were also suitable predictors. To our knowledge this is the first study that employed spatial techniques to analyse crime in DMA, and the results of this work should be valuable for informed decision-making for the law enforcing agency as well as relevant authorities whose task is to prevent increasing criminal activities in Dhaka.
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References
Ahmad N, Baqee MA (1988) Urban crimes in Bangladesh. Orient Geogr 32(1–2):65–75
Ahmed MB, Islam MR (2010) Treatment of juvenile offenders: Bangladesh perspective. Bangladesh Res Publ J 4(3):274–285
Andersen MA (2006) Crime measures and the spatial analysis of criminal activity. Br J Criminol 46(2):258–285
Anselin L (1995) Local indicators of spatial association – LISA. Geogr Anal 27(2):93–115
Anselin L (2005) Spatial statistical modelling in a GIS environment. In: Maguire DJ, Batty M, Goodchild MF (eds) GIS, spatial analysis and modelling. Environmental System Research Institute (ESRI), Redlands, pp 93–111
Anselin L, Cohen J, Cook D, Goor W, Tita G (2000) Spatial analysis of crime. Crim Justice 4:213–262
Anselin L, Syabri I, Kho Y (2006) GeoDa: an introduction to spatial data analysis. Geogr Anal 38(1):5–22
Appiahene-Gyamfi J (2003) Urban crime trends and patterns in Ghana: the case of Accra. J Crim Justice 31(1):13–23
Bangladesh Bureau of Statistics (BBS) (2012) Population and housing census 2011, community series – Dhaka, Gazipur, Narayanganj. BBS, Ministry of Planning, Dhaka
Bangladesh Bureau of Statistics (BBS), The World Bank, World Food Programme (WFP) (2005) Bangladesh Household Income and Expenditure Survey 2005, Dhaka
Bangladesh Police (2012) http://www.police.gov.bd/index5.php?category=48. Accessed 25 Dec 2012
Bourguignon F (1998) Crime as a social cost of poverty and inequality: a review focusing on developing countries. The World Bank, Washington, DC
Bowers K, Hirschfield A (1999) Exploring links between crime and disadvantage in north-west England: an analysis using geographical information systems. Int J Geogr Inf Sci 13(2):159–184
Brantingham PL, Brantingham PJ (1993) Environment, routine, and situation: toward a pattern theory of crime. In: Clarke RV, Felson M (eds) Routine activity and rational choice: advances in criminological theory, vol 5. Transaction Publishers, New Brunswick, pp 259–294
Breetzke GD (2006) Geographical information systems (GIS) and policing in South Africa: a review. Polic: Int J Police Strateg Manag 29(4):723–740
Brimicombe AJ, Ralphs MP, Sampson A, Tsui HY (2001) An analysis of the role of neighbourhood ethnic composition in the geographical distribution of racially motivated incidents. Br J Criminol 41(2):293–308
Browning CR, Byron RA, Calder CA, Krivo LJ, Kwan M-P, Lee J-Y, Peterson RD (2010) Commercial density, residential concentration, and crime: land use patterns and violence in neighborhood context. J Res Crim Delinq 47(3):329–357
Bursik RJ Jr, Grasmick HG (1993) Economic deprivation and neighborhood crime rates, 1960–1980. Law Soc Rev 27(2):263–268
Cahill M, Mulligan G (2007) Using geographically weighted regression to explore local crime patterns. Soc Sci Comput Rev 25(2):174–193
Cancino JF, Varano SP, Schafer JA, Enriquez R (2007) An ecological assessment of property and violent crime rates across a Latino urban landscape: the role of social disorganization and institutional anomie theory. West Criminol Rev 8(1):69–87
Canter PR (1998) Geographical information systems and crime analysis in Baltimore County, Maryland. In: Weisburd D, McEwen T (eds) Crime mapping and crime prevention. Criminal Justice Press, Monsey, pp 158–190
Ceccato V, Haining R, Signoretta P (2002) Exploring offence statistics in Stockholm City using spatial analysis tools. Ann Assoc Am Geogr 92(1):29–51
Ceccato V, Haining R, Kahn T (2007) The geography of homicide in São Paulo, Brazil. Environ Plan A 39(7):1632–1653
Center for Urban Studies (CUS), National Institute of Population, Research and Training (NIPORT), Measure Evaluation (2006) Slums in urban Bangladesh: mapping and census 2005. CUS, Dhaka
Chainey S, Ratcliffe JH (2005) GIS and crime mapping. Wiley, London
Chainey S, Tompson L, Uhlig S (2008) The utility of hotspot mapping for predicting spatial patterns of crime. Secur J 21(1–2):4–28
Chen D, Weeks JR, Kaiser JV Jr (2005) Remote sensing and spatial statistics as tools in crime analysis. In: Wang F (ed) Geographic information systems and crime analysis. Idea Group Publishing, Hershey, pp 270–291
Chowdhury MH (2003) Violence, politics and the state of Bangladesh, Conflict. Secur Dev 3(2):265–276
Clarke RV, Felson M (1993) Criminology, routine activity, and rational choice. In: Clarke RV, Felson M (eds) Routine activity and rational choice: advances in criminological theory, vol 5. Transaction Publishers, New Brunswick, pp 1–16
Cohen LE, Felson M (1979) Social change and crime rate trends: a routine activity approach. Am Sociol Rev 44(4):588–608
Cohen J, Tita G (1999) Diffusion in homicide: exploring a general method for detecting spatial diffusion processes. J Quant Criminol 15(4):451–493
Commonwealth Human Rights Initiative (CHRI) (2008) Feudal forces: reform delayed. Moving from force to service in South Asia policing. CHRI, New Delhi. Available at: http://www.humanrightsinitiative.org/publications/police/feudal_forces_reform_delayed_moving_from_force_to_service_in_south_asian_policing.pdf
Cozens PM (2011) Urban planning and environmental criminology: towards a new perspective for safer cities. Plan Pract Res 26(4):481–508
Dempsey N (2008) Quality of the built environment in urban neighbourhoods. Plan Pract Res 23(2):249–264
Elffers H (2003) Analysing neighbourhood influence in criminology. Stat Neerl 57(3):347–367
Evans DJ (1992) Left realism and the spatial study of crime. In: Evans DJ, Fife NR, Herbert D (eds) Crime, policing and place: essays in environmental criminology. Routledge, London, pp 35–59
Fajnzylber P, Lederman D, Loayza N (2002) What causes violent crime? Eur Econ Rev 46(7):1323–1357
Fattah E (1997) Criminology: past, present and future. Macmillan, Basingstoke
Fox JA, Piquero AR (2003) Deadly demographics: population characteristics and forecasting homicide trends. Crim Delinq 49(3):339–359
Getis A, Drummy P, Gartin J, Gorr W, Harries K, Rogerson P, Stoe D, Wright R (2000) Geographic information science and crime analysis. URISA J 12(2):7–14
Grubesic TH, Mack EA (2008) Spatio-temporal interaction of urban crime. J Quant Criminol 24(3):285–306
Hannon LH (2005) Extremely poor neighbourhood and homicide. Soc Sci Q 86(s1):1418–1434
Harries K (2006a) Property crimes and violence in United States: an analysis of the influence of population density. Int J Crim Justice Sci 1(2):24–34
Harries K (2006b) Extreme spatial variations in crime density in Baltimore County, MD. Geoforum 37(3):404–416
Hossain MF, Mamun M (2006) A critical analysis of the impact of drug addiction in urban life of Bangladesh. Soc Sci 1(1):60–64
Islam N (2005) Dhaka now: contemporary urban development, Golden Jubilee series no. 2. The Bangladesh Geographical Society (BGS), Dhaka
Islam T (2010) Violence against women in Bangladesh. Pak J Criminol 2(2):53–76
Jaishankar K, Shanmugapriya S, Balamurugan V (2004) Crime mapping in India, a GIS implementation in Chennai city policing. Ann GIS 10(1):20–34
Karzon SHR (2006) Theorising the crime and violence of Dhaka city. The Daily Star, Dhaka, 1 Apr 2006
Khan MA (2012) Arrest surging crime. The Daily Star, Dhaka, 5 Sept 2012
Kinney JB, Brantingham PL, Wuschke K, Kirk MG, Brantingham PJ (2008) Crime attractors, generators and detractors: land use and urban crime opportunities. Built Environ 34(1):62–74
Knox PL (1994) Urbanization: an introduction to urban geography. Prentice Hall, Upper Saddle River
Kohfeld CW, Sprague J (1988) Urban unemployment drives crime. Urb Aff Quart 24(2):215–241
Krivo LJ, Peterson RD (1996) Extremely disadvantaged neighborhoods and urban crime. Soc Force 75(2):619–650
Kubrin CE (2003) Structural covariates of homicide rates: does type of homicide matter? J Res Crim Delinq 40(2):139–170
Kumar MV, Chandrasekar C (2011) GIS technologies in crime analysis and crime mapping. Int J Soft Comput Eng 1(5):115–121
Lambert EG, Khondaker MI, Elechi OO, Jiang S, Baker DN (2012) Formal and informal crime control views in Bangladesh and the United States. Justice Ethn Crim Justice 10(3):199–222
Lauritesen JL, White NA (2001) Putting violence in its place: the influence of race, ethnicity, gender, and place on the risk for violence. Criminol Public Policy 1(1):37–59
Law J, Haining R (2004) A Bayesian approach to modelling binary data: the case of high-intensity crime areas. Geogr Anal 36(3):197–215
Lee M (2010) Gender violence in Bangladesh. Pak J Criminol 2(2):viii–x
Lee M, Haider SJ (2012) A letter from Bangladesh – developing gender – responsive community policing in Bangladesh. Crim Prev Comm Saf 14(1):69–77
Majumder MMA, Basher A, Faiz MA, Kuch U, Pogoda W, Kauert GF, Tonnes SW (2008) Criminal poisoning of commuters in Bangladesh: prospective and retrospective study. Forensic Sci Int 180(1):10–16
Malczewski J, Poetz A (2005) Residential burglaries and neighborhood socioeconomic context in London, Ontario: global and local regression analysis. Prof Geogr 57(4):516–529
Mannan A, Ghani S, Sen SL, Clarke A, Butler PEM (2004) The problem of acid violence in Bangladesh. J Surg 2(1):39–43
Mas AA, Rahman Z, Ahmad M, Wahab MA, Ali M, Khalil MI (2011) Socio-demographic characteristics of alleged sexual assault (rape) cases in Dhaka city. J Armed Force Med Coll Bangladesh (JAFMC) 7(2):21–24
Matthews SA, Yang T-C, Hayslett KL, Ruback RB (2010) Built environment and property crime in Seattle, 1998–2000: a Bayesian analysis. Environ Plan A 42(6):1403–1420
Mollah MB, Islam SS, Ullah MA (2012) Proposed e-police system for enhancement of e-government services of Bangladesh. In: IEEE/OSA/IAPR proceedings of the conferences on informatics, electronics and vision, pp 881–886
Morenoff JD, Sampson RJ, Raudenbush SW (2001) Neighborhood inequality, collective efficacy, and the spatial dynamics of urban violence. Criminology 39(3):517–560
Murray RK, Roncek DW (2008) Measuring diffusion of assaults around bars through radius and adjacency techniques. Crim Justice Rev 33(2):199–220
Murray AT, McGuffog I, Western JS, Mullins P (2001) Exploratory spatial data analysis techniques for examining urban crime. Br J Criminol 41(2):309–329
Nasrin S (2011) Crime or custom? Motivations behind dowry practice in rural Bangladesh. Indian J Gend Stud 18(1):27–50
Naved RT, Persson LA (2005) Factors associated with spousal physical violence against women in Bangladesh. Stud Fam Plan 36(4):289–300
Naved RT, Persson LA (2008) Factors associated with physical spousal abuse of women during pregnancy in Bangladesh. Int Fam Plan Perspect 34(2):71–78
Neumayer E (2005) Inequality and violent crime: evidence from data on robbery and violent theft. J Peace Res 42(1):101–112
Openshaw S (1984) The modifiable areal unit problem, CATMOG 38. GeoBooks, Norwich
Ratcliffe JH (2005) Detecting spatial movement of intra-region crime patterns over time. J Quant Criminol 21(1):103–123
Ratcliffe JH (2010) Crime mapping: spatial and temporal challenges. In: Piquero AR, Weisburd D (eds) Handbook of quantitative criminology. Springer Science + Business Media, New York, pp 5–24
Rengert GF, Lockwood B (2009) Geographical units of analysis and the analysis of crime. In: Weisburd D, Bernasco W, Bruinsma GJN (eds) Putting crime in its place. Springer Science + Business Media, New York, pp 109–122
Sampson RJ (1983) Structural density and criminal victimization. Criminology 21(2):276–293
Sampson RJ, Wooldredge JD (1987) Linking the micro- and macro-level dimensions of lifestyle-routine activity and opportunity models of predatory victimization. J Quant Criminol 3(4):371–393
Santos RB (2013) Crime analysis with crime mapping. Sage Publications Inc., Thousand Oaks
Sarker AH (1989) Juvenile delinquency in Bangladesh with special reference to Dhaka city. Indian J Criminol 27(96):5–15
Sarker AH (1991) Situation of crime in Bangladesh: an implication for social planning. Soc Sci Rev 8(1&2):163–175
Sarker AH (1994) Family poverty as a delinquency causation in Bangladesh. Indian J Criminol 22(2):88–92
Shafi SA (2010) Urban crime and violence in Dhaka. The University Press Limited, Dhaka
Shafi SA (2011) Improving law and order. The Daily Star, Dhaka, 7 Apr 2011
Shaw CR, McKay HD (1942) Juvenile delinquency and urban areas: a study of rates of delinquents in relation to differential characteristics of local communities in American cities. University of Chicago Press, Chicago
Siddiqui K, Ahmed J, Siddiqui K, Huq S, Hossain A, Nazimud-Doula S, Rezawana N (2010) Social formation in Dhaka, 1985–2005: a longitudinal study of society in a third world megacity. Ashgate Publishing Group, Surrey
Snook B, Cullen RM, Mokros A, Harbort S (2005) Serial murderers’ spatial decisions: factors that influence crime location choice. J Investig Psychol Offender Profiling 2(3):147–164
Sparks CS (2011) Violent crime in San Antonio, Texas: an application of spatial epidemiological methods. Spat Spatio-Temp Epidemiol 2(4):301–309
Stretesky PB, Schuk AM, Hogan MJ (2004) Space matters: an analysis of poverty, poverty clustering, and violent crime. Justice Quart 21(4):817–841
Warner BD (2003) The role of attenuated culture in social disorganization theory. Criminology 41(1):73–97
Wesson K (2002) A situational assessment study of acid violence in Bangladesh. Dev Pract 12(1):96–100
Wilcox P, Land KC, Hunt SA (2003) Criminal circumstance: a dynamic multicontextual criminal opportunity theory. Aldine de Gruyter, New York
Wiles P, Costello A (2000) The road to nowhere: the evidence for travelling criminals. Home Office Research Study, London
Wise S, Haining R, Ma J (1997) Regionalization tools for the exploratory spatial analysis of health data. In: Fischer MM, Getis A (eds) Recent developments in spatial analysis: spatial statistics, behavioural modelling, and computational intelligence. Springer, Berlin, pp 83–100
Ye X, Wu L (2011) Analyzing the dynamics of homicide patterns in Chicago, ESDA and spatial panel approaches. Appl Geogr 31(2):800–807
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Dewan, A.M., Haider, M.R., Amin, M.R. (2014). Exploring Crime Statistics. In: Dewan, A., Corner, R. (eds) Dhaka Megacity. Springer Geography. Springer, Dordrecht. https://doi.org/10.1007/978-94-007-6735-5_14
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