Hot Spots of Bus Stop Crime: The Importance of Environmental Attributes
Abstract
This study focused on bus stop crime and sought to identify the environmental attributes that can affect the bus rider's security while at the bus stop. Following the argument of criminologists that certain place characteristics can affect the incidence of crime, the study used direct observation, mapping, interviews, and surveys to examine the physical and social environment around the 10 most crime-ridden bus stops in Los Angeles during 1994 and 1995. It found an abundance of “negative” environmental attributes and a general lack of “defensible space” elements. It also found that different types of crime tend to occur under different environmental conditions. The use of four control cases of low-crime bus stops in matched pairs with four high-crime bus stops in close proximity showed that the low-crime bus stops typically lacked “negative” environmental attributes, while offering better surveillance opportunities from surrounding establishments. The article discusses design responses as an approach to crime prevention at bus stops.
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A second level of population density exists where density is high enough to mask less serious offences such as pick pocketing and petty theft.
“Loukaitou-Sideris (1999) has proposed that a second level population density exists; where the density is sufficiently high to mask a range of less serious offences such as pick pocketing and petty theft.”
From Crime prevention through environmental design (CPTED): a review and modern bibliography (2005) · cites this paper as Loukaitou-Sideris (1999)
In Los Angeles, high-crime bus stops are associated with desolation and lack of surveillance, crowding, broken windows, and easy escapes.
“Loukaitou-Sideris' (1999) empirically based research analysed environmental features associated with high crime bus stops in Los Angeles and confirmed 'desolation and lack of surveillance', 'crowding', 'broken windows', and 'easy escapes' as significant factors.”
From Crime prevention through environmental design (CPTED): a review and modern bibliography (2005) · cites this paper as Loukaitou-Sideris' (1999)
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Doran, B. J., & Lees, B. (2005) · Professional Geographer · doi:10.1111/j.0033-0124.2005.00454.x · Cited by 181 · see citing works
“The theory has since been referred to as the ‘‘broken windows’’ thesis or theory (e.g., Harcourt 1998; Loukaitou-Sideris 1999; Sampson and Raudenbush 1999) and has had a significant bearing upon subsequent research and policy developments (e.g., Skogan 1990; Taylor and Covington 1993; Bratton 1995,…”
BackgroundIseki, H., & Taylor, B. (2009) · doi:10.1080/01441640902811304 · Cited by 171
“…factors have a significant influence on the perception of security and safety by transit users and actual crime rates at and around transit facilities (Loukaitou-Sideris, 1999; Liggett et al., 2001; Loukaitou-Sideris et al., 2001, 2002; Association of Train Operating Companies (ATOC), 2002).”
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“In contrast to the derelict landscape of Spring & 4th its matched pair is located in a pedestrianfriendly environment in front of the Los Angeles Times office building.”
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“The authors would like to thank University of California, Los Angeles, graduate students David DeGrazia, Katsumi Nonaka, Jose Rodriguez, Manuel Soto, Kimberly Yu, and Allison Yoh, who helped with the fieldwork and the input of the data.”
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“Several of these studies have found that criminal activity tends to be concentrated in specific nodes or “hot spots” in the city (Nasar and Fisher 1993; Loukaitou-Sideris 1999), including bus and rail transit stations (Liggett, Loukaitou-Sideris, and Iseki 2003; LoukaitouSideris 1999; Loukaitou-Sideris, Liggett, and I…”
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“Theft is concentrated at crowded stations at peak travel times, during the early morning and late afternoon rush hours (Burrows, 1980; Pearlstein and Wachs, 1982; Kabundi and Normandeau 1987; Loukaitou-Sideris, 1999; Cozens et al. 2003; Burrell, 2007).”
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Ouali, L. A. B., Graham, D. J., Barron, A. S., & Trompet, M. (2020) · Journal of the Royal Statistical Society: Series A (Statistics in Society) · doi:10.1111/rssa.12558 · Cited by 101
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Increasing Cooperation With the Police Using Body Worn Cameras
Ariel, B. (2016) · Police Quarterly · doi:10.1177/1098611116653723 · Cited by 89 · see citing works
“…& Brantingham, 1995): public housing (Eck, 1994; Newman, 1972; Roncek, Bell, & Francik 1981), bars, clubs, fast food restaurants, liquor stores (Block & Block, 1995; Brantingham & Brantingham, 1995; Roncek & Maier, 1991), and bus stops (Golledge & Stimson, 1997; Loukaitou-Sideris, 1999).”
Community Design and Crime: The Impact of Housing and the Built Environment
MacDonald, J. M. (2015) · Crime and Justice · doi:10.1086/681558 · Cited by 92 · see citing works
“Loukaitou-Sideris (1999) focused on the 10 highest-crime bus stops in LA.”
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Groff, E. R. (2011) · Australian & New Zealand Journal of Criminology · doi:10.1177/0004865811405253 · Cited by 89 · see citing works
“The positive relationship has held across differing threshold distances of within: one block (Loukaitou-Sideris, 1999), three blocks (Brantingham and Brantingham, 1982), 161 meters (Lawton, 2009); 488 meters (1,600 feet) (McCord and Ratcliffe, 2007); and within 1609 meters (one mile) (Rengert et…”
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Ceccato, V. A. (2011) · Springer eBooks · doi:10.1007/978-94-007-4210-9_1 · Cited by 85 · see citing works
“A number of studies have examined the manifestation of crime and disorder on public transport systems (Sloan-Howitt and Kelling 1997; Easteal and Wilson 1991; Clarke 1996; Loukaitou-Sideris 1999; La Vigne 1997; Church et al. 2000; Loukaitou-Sideris et al. 2001).”
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Hart, T., & Miethe, T. D. (2014) · Security Journal · doi:10.1057/sj.2014.5 · Cited by 89 · see citing works
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“…the other hand, most public nuisance crimes (e.g. pick pocketing, street drinking, buying and selling of drugs and stolen merchandize) occurred when there was a large volume of pedestrian traffic, which served to effectively screen low-level offences (Mayhew et al., 1979; Loukaitou-Sideris, 1999).”
BackgroundCaplan, J. M., Kennedy, L. W., & Piza, E. L. (2012) · Crime & Delinquency · doi:10.1177/0011128712461901 · Cited by 68 · see citing works
“These risk factors are gang members (Braga, 2004; Kennedy, Piehl, & Braga, 1996), bus stops (Golledge & Stimson, 1997; Loukaitou-Sideris, 1999; Roman, 2005), schools (Roncek, 2000; Roncek & Maier, 1991), public housing (Eck, 1994; Newman, 1972; Roncek, Bell, & Francik, 1981), and facilities of…”
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“Other studies on transit stations in the US and UK also showed that crimes at transit stations were related to the land use and socioeconomic status around stations (Block and Davis 1996; La Vigne 1996a; Liggett et al. 2003; Loukaitou-Sideris 1999; Loukaitou-Sideris et al. 2002; Newton and Bowers 2007; Newton et al. 2…”
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Gerell, M. (2018) · European Journal on Criminal Policy and Research · doi:10.1007/s10610-018-9382-5 · Cited by 67 · see citing works
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Loukaitou-Sideris, A. (2011) · doi:10.1007/978-94-007-4210-9_4 · Cited by 67
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Wolch, J., Newell, J., Seymour, M., Huang, H., Reynolds, K., & Mapes, J. E. (2010) · doi:10.1068/a42259 · Cited by 58
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Self-citationPerceptions of Crime Prevention Through Environmental Design (CPTED) at Australian Railway Stations
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A study of bus route crime risk in urban areas: the changing environs of a bus journey
Newton, A. (2008) · doi:10.2148/benv.34.1.88 · Cited by 50
“A number of studies have focussed on crime near bus stops (Loukaitou-Sideris 1999, Liggett et al., 2001, Newton and Bowers 2007, and Newton 2007).”
BackgroundCartography: uncertainty, interventions, and dynamic display
Monmonier, M. (2006) · doi:10.1191/0309132506ph612pr · Cited by 50
Gendered mobility and violence in the São Paulo metro, Brazil
Moreira, G., & Ceccato, V. (2020) · Urban studies · doi:10.1177/0042098019885552 · Cited by 49
“…of closed-circuit television (CCTV) (Priks, 2015; Webb and Laycock, 1992); and the architectural design of the station itself, such as the provision of open lines of sight and adequate lighting (La Vigne, 1996; Loukaitou-Sideris, 1999; Newton et al., 2014), on the control of violent behaviour.”
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Hart, T. C., & Miethe, T. D. (2015) · Journal of Research in Crime and Delinquency · doi:10.1177/0022427814566639 · Cited by 49 · see citing works
“…settings, including check-cashing outlets and ATMs (Holt and Spencer 2005), pawnshops and bars (Roncek and Maier 1991), schools (Block and Block 1995; Roncek and LoBosco 1983), and public transportation nodes (Hart and Miethe 2014; Levine and Wachs 1985; Loukaitou-Sideris 1999; Newton 2004).”
BackgroundSuburban neighbourhood design: Associations with fear of crime versus perceived crime risk
Foster, S., Knuiman, M., Wood, L., & Giles-Corti, B. (2013) · Journal of Environmental Psychology · doi:10.1016/j.jenvp.2013.07.015 · Cited by 48 · see citing works
“…from minor nuisances to serious offences (Ross, Mirowsky, & Pribesh, 2002) and different crimes can be either facilitated or inhibited by the presence or absence of people (e.g., crowds conceal low-level crimes but can protect against serious offences) (Angel, 1968; Loukaitou-Sideris, 1999).”
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Ridgeway, G. K., & MacDonald, J. M. (2016) · Journal of Quantitative Criminology · doi:10.1007/s10940-016-9296-7 · Cited by 47 · see citing works
“Loukaitou-Sideris (1999) examined ten of the highest crime bus stops in Los Angeles that accounted for 18 % of all reported crime around bus stops, finding that they were more likely than other stops to be situated in poor, high-crime neighborhoods, on busy intersections in commercial areas, and…”
Vagi, K., Stevens, M. R., Simon, T. R., Basile, K. C., Carter, S. P., & Carter, S. L. (2018) · Journal of School Health · doi:10.1111/josh.12609 · Cited by 46 · see citing works
Exploring the conditional effects of bus stops on crime
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“Liggett, Loukaitou-Sideris, Iseki (2003a) expanded on the prior study somewhat to include 100 Los Angeles bus stops, and focused on the”
BackgroundFeeling unsafe in public transportation: A profile analysis of female users in the Parisian region
Vanier, C., & de Jubainville, H. D. (2017) · doi:10.1057/s41300-017-0030-7 · Cited by 45
Badland, H. M., Foster, S. A., Bentley, R., Higgs, C., Roberts, R. J., Pettit, C. J., & Giles‐Corti, B. (2016) · Health & Place · doi:10.1016/j.healthplace.2016.11.003 · Cited by 44 · see citing works
“While subsequent environmental criminology studies indicate that higher densities generally increase crime (Cozens and Hillier, 2012), and that large volumes of people can serve to mask low-level offences (Loukaitou-Sideris, 1999), the concept of a density ‘threshold’ may nonetheless remain relevant to residents’ perc…”
BackgroundCrime in Urban Post-Disaster Environments: A Methodological Framework from New Orleans
Curtis, A., & Mills, J. W. (2011) · Urban Geography · doi:10.2747/0272-3638.32.4.488 · Cited by 42 · see citing works
“…data on physical disorder has relied on neighborhood/local area surveys (Taylor et al., 1985; Perkins et al., 1992, 1993; Perkins and Taylor, 1996; Loukaitou-Sideris, 1999; Sampson and Raudenbush, 1999; Loukaitou-Sideris et al., 2002; Wei et al., 2005), which are temporally static and subject to…”
The roles of built environment and social disadvantage on the geography of property crime
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Local waste management successfully reduces coastal plastic pollution
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Geographical Juxtaposition: A New Direction in CPTED
Cozens, P. M., Love, T., & Davern, B. (2019) · Social Sciences · doi:10.3390/socsci8090252 · Cited by 46 · see citing works
“The presence of bus stops in the area (Loukaitou-Sideris 1999; Brantingham and Brantingham 1995; Newton and Bowers 2007) have been linked to increased crime risks such as burglary and robbery.”
BackgroundSituational prevention and public transport crime in El Salvador
Natarajan, M., Clarke, R., Carcach, C., Ponce, C., de Sanfeliú, M. B., Polanco, D. E., Chávez, M., & Shi, M. (2015) · Crime Science · doi:10.1186/s40163-015-0043-4 · Cited by 37 · see citing works
Why Your Bar Has Crime but Not Mine: Resolving the Land Use and Crime – Risky Facility Conflict
Lee, Y., SooHyun, O., & Eck, J. E. (2021) · Justice Quarterly · doi:10.1080/07418825.2021.1903068 · Cited by 43 · see citing works
“Examining both social context and land uses in Los Angeles, Loukaitou-Sideris (1999) found that bus stops increase crime.”
BackgroundEnhancing Informal Social Controls to Reduce Crime: Evidence from a Study of Crime Hot Spots
Weisburd, D. L., White, C., Wire, S. E., & Wilson, D. B. (2021) · Prevention Science · doi:10.1007/s11121-020-01194-4 · Cited by 45 · see citing works
“…these businesses (eigenvalue = 1.80, factor loadings >0.95).5 The number of bus stops is also considered an important facilitator for encouraging the convergence of victims and offenders (Irvin-Erickson and La Vigne, 2015; Loukaitou-Sideris 1999), as are public facilities (Weisburd et al. 2012).”
BackgroundInfluentialMacbeth, E., & Ariel, B. (2017) · Justice Quarterly · doi:10.1080/07418825.2017.1360379 · Cited by 46 · see citing works
“The literature has listed five risk factors found to be correlated with crimes and, in particular, violence: gang members (Braga & Clarke, 2014; Kennedy, Piehl, & Braga, 1996), schools (Roncek & Maier, 1991), public housing (Newman, 1972; Roncek, Bell, & Francik, 1981), facilities of bars, clubs, fast food restaurants…”
BackgroundSpatial Analysis Along Networks
Okabe, A. (2017) · ACM SIGSPATIAL International Workshop on Advances in Geographic Information Systems · doi:10.1007/978-3-319-17885-1_1648 · Cited by 32
Crime and bus stops: An examination using transit smart card and crime data
Zahnow, R., & Corcoran, J. (2019) · doi:10.1177/2399808319890614 · Cited by 31
“Indeed, there is significant variation in the frequency and type of crime experienced between bus stops and across different times of the day at any individual bus stop (Ceccato et al., 2015; Ceccato and Uittenbogaard, 2014; Loukaitou-Sideris, 1999; Loukaitou-Sideris et al., 2002).”
BackgroundLagune-Reutler, M., Guthrie, A., Fan, Y., & Levinson, D. (2016) · Transportation Research Record: Journal of the Transportation Research Board · doi:10.3141/2543-09 · Cited by 30 · see citing works
“Loukaitou-Sideris finds that environmental characteristics surrounding bus stops have a significant influence on perceptions of safety (25).”
BackgroundAssessing the correlation between bus stop densities and residential crime typologies
Kooi, B. R. (2013) · doi:10.1057/cpcs.2012.15 · Cited by 31
Amiruzzaman, M., Curtis, A., Zhao, Y., Jamonnak, S., & Ye, X.-Y. (2021) · Journal of Computational Social Science · doi:10.1007/s42001-021-00107-x · Cited by 29 · see citing works
Review of Empirical Studies on Relationship between Street Environment and Crime
Mao, Y., Yin, L., Zeng, M., Ding, J., & Song, Y. (2021) · Journal of Planning Literature · doi:10.1177/0885412221992280 · Cited by 31 · see citing works
Handy, S. (2003) · doi:10.1108/9781786359513-007 · Cited by 29
Cooperation with Police in China: Surveillance Cameras, Neighborhood Efficacy and Policing
Wu, Y.-N., Sun, I. Y., & Hu, R. (2020) · Social Science Quarterly · doi:10.1111/ssqu.12903 · Cited by 27 · see citing works
Sadler, R., & Pruett, N. K. (2017) · doi:10.1093/cdj/bsv052 · Cited by 27
Emphasizing Fear of Crime in Models of Neighborhood Social Disorganization
Woldoff, R. A. (2006) · doi:10.1057/palgrave.cpcs.8150028 · Cited by 27
The Geography of Pickpocketing at Bus Stops: An Analysis of Grid Cells
Ceccato, V., Cats, O., & Wang, Q. (2015) · doi:10.1057/9781137457653_5 · Cited by 27
Foster, S., Hooper, P., Burton, N., Brown, W., Giles-Corti, B., Rachele, J., & Turrell, G. (2021) · Environment and Behavior · doi:10.1177/0013916519853300 · Cited by 26 · see citing works
“For instance, guardians may prevent serious offenses; yet, large numbers of people can serve to mask lowlevel offenses (e.g., pick pocketing, drug sales), minimizing their effectiveness (Loukaitou-Sideris, 1999).”
BackgroundMacro-Level Generators of Crime, Including Parks, Stadiums, and Transit Stations
Newton, A. (2018) · doi:10.1093/oxfordhb/9780190279707.013.16 · Cited by 26
“An additional hypothesis on the relationship between crowd density and crime is described by Loukaitou-Sideris (1999).”
BackgroundImpact of Crime Statistics on Travel Mode Choice
Halat, H., Saberi, M., Frei, C., Frei, A., & Mahmassani, H. (2015) · doi:10.3141/2537-09 · Cited by 26
“Employing CPTED concepts to enhance defensibility, awareness, and surveillance could influence these choices over time. analysis of Crime Distribution in Chicago In this study, the Chicago Police Department’s crime data set is used to perform a spatial analysis of the crime density distribution in the city (13).”
BackgroundInfluentialSafety in Stockholm’s Underground Stations: An Agenda for Action
Uittenbogaard, A., & Ceccato, V. (2014) · doi:10.1007/s10610-013-9212-8 · Cited by 25
Shelter from the Storm: Optimizing Distribution of Bus Stop Shelters in Los Angeles
Law, P., & Taylor, B. (2010) · doi:10.3141/1753-10 · Cited by 25
Does walkability undermine neighbourhood safety?
Dong, H.-W. (2017) · Journal of Urban Design · doi:10.1080/13574809.2016.1247644 · Cited by 24 · see citing works
“is highly associated with high robbery rates, which is consistent with the findings from several previous studies (Loukaitou-sideris 1999; Loukaitou-Sideris, Liggett, and Iseki 2002; IrvinErickson and La Vigne 2015).”
BackgroundResultCrime on Campus: A Survey of Space Users
Robinson, M. B., & Mullen, K. L. (2001) · Crime Prevention and Community Safety · doi:10.1057/palgrave.cpcs.8140104 · Cited by 19 · see citing works
“…spots of crime include street blocks near bars (Roncek and Maier, 1991), entertainment districts (Cochran, Bromley, and Branch, 2000), casinos (Stitt, Nichols, and Giacopassi, 2003), some street segments in cities (Weisburd, Bushway, Lum, and Yang, 2004), and bus stops (Loukaitou-Sideris, 1999).”
BackgroundQuick, M., Law, J., & Luan, H. (2017) · Applied Spatial Analysis and Policy · doi:10.1007/s12061-016-9191-5 · Cited by 23 · see citing works
Groff, E. R., Taylor, R. B., Elesh, D., McGovern, J., & Johnson, L. T. (2014) · Environment and Planning A Economy and Space · doi:10.1068/a45702 · Cited by 22 · see citing works
“Bus stops (Bernasco and Block, 2011; Brantingham et al, 1991; Levine and Wachs, 1986a; 1986b; Loukaitou-Sideris, 1999) and light rail and subway transportation stops (Block and Davis, 1996; Brantingham et al, 1991; McCord and Ratcliffe, 2009) link to higher crime.”
BackgroundPerceived Neighborhood Environment and Transit Use in Low-Income Populations
Lee, J. (2013) · doi:10.3141/2397-15 · Cited by 23
“By comparison, only a few studies have empirically investigated perceived environment by focusing on transit passengers’ perceptions of the transit environment (5, 6).”
BackgroundState and local pressures drive plastic pollution compliance strategies
Willis, K. A., Hardesty, B. D., & Wilcox, C. (2021) · Journal of Environmental Management · doi:10.1016/j.jenvman.2021.112281 · Cited by 26 · see citing works
Moran, M. E. (2022) · Journal of Public Transportation · doi:10.1016/j.jpubtr.2022.100023 · Cited by 22
“Loukaitou-Sideris (1999) closely observed a small number of bus stops in Los Angeles to determine if certain features lend themselves to crime.”
BackgroundPark, Y., Kim, M., & Seong, K. (2020) · doi:10.1111/grow.12451 · Cited by 21
- Authors
- Loukaitou-sideris, A.
- Venue
- Journal of the American Planning Association
- Publisher
- Informa UK Limited
- Published
- 1999-12-31
- Volume
- 65
- Issue
- 4
- Pages
- 395-411
- ISSN
- 0194-4363 (ISSN-L)
- 1939-0130
- OpenAlex
- W1501108037
- Cited by
- 299
- References
- 0
- Citations by year
- 2026: 8 · 2025: 9 · 2024: 10 · 2023: 11 · 2022: 15 · 2021: 22 · 2020: 17 · 2019: 15 · 2018: 12 · 2017: 12 · 2016: 24 · 2015: 27 · 2014: 18 · 2013: 11 · 2012: 15
- FWCI
- 14.46
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- Journal of the American Planning Association (publishedVersion)
- Topics
- Social Sciences › Sociology and Political Science › Crime Patterns and Interventions
- Social Sciences › Transportation › Urban Transport and Accessibility
- Physical Sciences › Engineering › Building and Construction › Urban Design and Spatial Analysis
- Keywords
- environmental criminology, defensible space, surveillance, Los Angeles
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