Neighborhood isolation in Chicago: Violent crime effects on structural isolation and homophily in inter-neighborhood commuting networks

Urban sociologists and criminologists have long been interested in the link between neighborhood isolation and crime. Yet studies have focused predominantly on the internal dimension of social isolation (i.e., increased social disorganization and insufficient jobs and opportunities). This study highlights the need to assess the external dimension of neighborhood isolation, the disconnectedness from other neighborhoods in the city. Analyses of Chicago's neighborhood commuting network over twelve years (2002-2013) showed that violence predicted network isolation. Moreover, pairwise similarity in neighborhood violence predicted commuting ties, supporting homophily expectations. Violence homophily affected tie formation most, while neighborhood violence was important in dissolving ties.

[1]  Christopher Winship,et al.  Participation in Context: Neighborhood Diversity and Organizational Involvement in Boston , 2013 .

[2]  E. Baumer NEIGHBORHOOD DISADVANTAGE AND POLICE NOTIFICATION BY VICTIMS OF VIOLENCE , 2002 .

[3]  J. Neal,et al.  The (In)compatibility of Diversity and Sense of Community , 2014, American journal of community psychology.

[4]  D. McDowall,et al.  Escaping crime: the effects of direct and indirect victimization on moving , 2008 .

[5]  M. Stoll,et al.  Geographical Skills Mismatch, Job Search and Race , 2005 .

[6]  Barbara F. Reskin,et al.  THE DETERMINANTS AND CONSEQUENCES OF WORKPLACE SEX AND RACE COMPOSITION , 1999 .

[7]  Max Besbris,et al.  Effect of neighborhood stigma on economic transactions , 2015, Proceedings of the National Academy of Sciences.

[8]  Anthony A. Braga,et al.  The Corner and the Crew: The Influence of Geography and Social Networks on Gang Violence , 2013 .

[9]  Marián Boguñá,et al.  Extracting the multiscale backbone of complex weighted networks , 2009, Proceedings of the National Academy of Sciences.

[10]  Rachel E. Dwyer Expanding Homes and Increasing Inequalities: U.S. Housing Development and the Residential Segregation of the Affluent , 2007 .

[11]  P. V. Marsden,et al.  Core Discussion Networks of Americans , 1987 .

[12]  Bruce A. Desmarais,et al.  Inferential Network Analysis with Exponential Random Graph Models , 2011, Political Analysis.

[13]  Yves Zenou,et al.  The Mechanisms of Spatial Mismatch , 2005 .

[14]  Nancy G. La Vigne A Portrait of Prisoner Reentry in Illinois , 2003 .

[15]  R. Felson,et al.  The Racial Patterning of Rape , 1990 .

[16]  M. Small,et al.  The Presence of Organizational Resources in Poor Urban Neighborhoods:An Analysis of Average and Contextual Effects , 2006 .

[17]  D. Harding Living the Drama: Community, Conflict, and Culture among Inner-City Boys , 2010 .

[18]  Naomi F. Sugie,et al.  Sequencing Disadvantage: Barriers to Employment Facing Young Black and White Men with Criminal Records , 2009, The Annals of the American Academy of Political and Social Science.

[19]  John R. Hipp,et al.  Violent Crime, Residential Instability and Mobility: Does the Relationship Differ in Minority Neighborhoods? , 2010 .

[20]  Maureen T. Hallinan,et al.  Interracial Friendship Choices in Secondary Schools. , 1989 .

[21]  Albert D Hunter,et al.  Private, Parochial and Public Social Orders: The Problem of Crime and Incivility in Urban Communities , 1985 .

[22]  Eric P. Xing,et al.  Discrete Temporal Models of Social Networks , 2006, SNA@ICML.

[23]  David R. Schaefer,et al.  Youth co-offending networks: An investigation of social and spatial effects , 2011, Soc. Networks.

[24]  Valerie A. Haines,et al.  Core Networks and Tie Activation: What Kinds of Routine Networks Allocate Resources in Nonroutine Situations? , 2000, American Sociological Review.

[25]  P. Ong,et al.  Spatial and Transportation Mismatch in Los Angeles , 2005 .

[26]  Zachary P. Neal,et al.  Making Big Communities Small: Using Network Science to Understand the Ecological and Behavioral Requirements for Community Social Capital , 2015, American journal of community psychology.

[27]  Mary J. Fischer,et al.  The Geography of Inequality in the United States, 1950-2000 , 2003 .

[28]  Elin Waring,et al.  Coercive mobility and crime: A preliminary examination of concentrated incarceration and social disorganization , 2003 .

[29]  D. Kirk A natural experiment of the consequences of concentrating former prisoners in the same neighborhoods , 2015, Proceedings of the National Academy of Sciences.

[30]  Mei-Po Kwan,et al.  Social Isolation of Disadvantage and Advantage: The Reproduction of Inequality in Urban Space , 2013 .

[31]  H. Molotch,et al.  Urban Fortunes: The Political Economy of Place , 1987 .

[32]  M. McPherson,et al.  Birds of a Feather: Homophily in Social Networks , 2001 .

[33]  Pavel N Krivitsky,et al.  A separable model for dynamic networks , 2010, Journal of the Royal Statistical Society. Series B, Statistical methodology.

[34]  W. Wilson The Truly Disadvantaged , 1987 .

[35]  S. Messner,et al.  Structural Determinants of Intergroup Association: Interracial Marriage and Crime , 1986, American Journal of Sociology.

[36]  D. Pager The Mark of a Criminal Record1 , 2003, American Journal of Sociology.

[37]  D. Massey American Apartheid: Segregation and the Making of the Underclass , 1993 .

[38]  David Neumark,et al.  Neighbors and Co-Workers: The Importance of Residential Labor Market Networks , 2008 .

[39]  Graham Farrell,et al.  Police performance measurement: an annotated bibliography , 2015 .

[40]  D. Kirk A Natural Experiment on Residential Change and Recidivism: Lessons from Hurricane Katrina , 2009 .

[41]  P. V. Marsden,et al.  Homogeneity in confiding relations , 1988 .

[42]  Robert J. Sampson,et al.  Violent Crime and The Spatial Dynamics of Neighborhood Transition: Chicago, 1970–1990 , 1997 .

[43]  S. Raudenbush,et al.  Neighborhoods and violent crime: a multilevel study of collective efficacy. , 1997, Science.

[44]  Mathieu Bastian,et al.  Gephi: An Open Source Software for Exploring and Manipulating Networks , 2009, ICWSM.

[45]  Marcus Felson,et al.  Daily crime flows within a city , 2015, Crime Science.

[46]  W. Bernasco,et al.  Effects of residential history on commercial robbers’ crime location choices , 2010 .

[47]  D. Pager,et al.  The Sociology of Discrimination: Racial Discrimination in Employment, Housing, Credit, and Consumer Markets. , 2008, Annual review of sociology.

[48]  Wendy C. Regoeczi,et al.  The nation's two measures of homicide , 2014 .

[49]  M. Jacomy,et al.  ForceAtlas2, a Continuous Graph Layout Algorithm for Handy Network Visualization Designed for the Gephi Software , 2014, PloS one.

[50]  H. Ibarra Race, Opportunity, And Diversity Of Social Circles In Managerial Networks , 1995 .

[51]  Robert J. Sampson,et al.  Neighborhood Social Capital as Differential Social Organization , 2009 .

[52]  J. Kain Housing Segregation, Negro Employment, and Metropolitan Decentralization , 1968 .

[53]  Barry Wellman,et al.  Are personal communities local? A Dumptarian reconsideration☆ , 1996 .

[54]  H. D. McKay,et al.  Juvenile Delinquency and Urban Areas , 1943 .

[55]  Garry Robins,et al.  An introduction to exponential random graph (p*) models for social networks , 2007, Soc. Networks.

[56]  Christopher J. Lyons,et al.  NEIGHBORHOOD HOUSING INVESTMENTS AND VIOLENT CRIME IN SEATTLE, 1981–2007* , 2012 .

[57]  George E. Tita,et al.  The Impact of Violence Surges on Neighbourhood Business Activity , 2004 .

[58]  S. Wasserman,et al.  Logit models and logistic regressions for social networks: I. An introduction to Markov graphs andp , 1996 .

[59]  Stephen A Matthews,et al.  Urban Poverty and Neighborhood Effects on Crime: Incorporating Spatial and Network Perspectives. , 2014, Sociology compass.

[60]  Stephen Marks,et al.  Intimacy in the Public Realm: The Case of Co-workers , 1994 .

[61]  E. Xing,et al.  Discrete Temporal Models of Social Networks , 2006, SNA@ICML.

[62]  Robert J. Sampson,et al.  Spatial Heterogeneity in the Effects of Immigration and Diversity on Neighborhood Homicide Rates , 2009, Homicide studies.

[63]  John R. Hipp,et al.  The Simultaneous Effect of Social Distance and Physical Distance on the Formation of Neighborhood Ties , 2009 .

[64]  Robert J. Bursik,et al.  Neighborhoods and crime , 1993 .

[65]  Brian McKenzie,et al.  Design Comparison of LODES and ACS Commuting Data Products , 2014 .

[66]  Christopher R. Browning,et al.  Neighborhoods and adolescent health-risk behavior: an ecological network approach. , 2015, Social science & medicine.

[67]  P. Pattison,et al.  Models and Methods in Social Network Analysis: Interdependencies and Social Processes: Dependence Graphs and Generalized Dependence Structures , 2005 .

[68]  George E. Tita,et al.  Traveling to Violence: The Case for a Mobility-Based Spatial Typology of Homicide , 2005 .

[69]  Robert J. Sampson,et al.  Great American City: Chicago and the Enduring Neighborhood Effect , 2012 .

[70]  Y. Zenou,et al.  City Structure, Job Search and Labour Discrimination: Theory and Policy Implications , 2005 .

[71]  David R. Hunter,et al.  Curved exponential family models for social networks , 2007, Soc. Networks.

[72]  R. Sampson Group Size, Heterogeneity, and Intergroup Conflict: A Test of Blau's Inequality and Heterogeneity , 1984 .

[73]  Ian M. Schmutte Job Referral Networks and the Determination of Earnings in Local Labor Markets , 2013 .

[74]  G. Robins,et al.  Diversity and Community Can Coexist. , 2016, American journal of community psychology.

[75]  John R. Hipp Block, Tract, and Levels of Aggregation: Neighborhood Structure and Crime and Disorder as a Case in Point , 2007 .

[76]  P. Sharkey,et al.  Neighborhood selection and the social reproduction of concentrated racial inequality , 2008, Demography.

[77]  Janet L. Lauritsen,et al.  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) , 2010 .

[78]  R. Stark DEVIANT PLACES: A THEORY OF THE ECOLOGY OF CRIME , 1987 .

[79]  Mark J. Kutzbach,et al.  Do Labor Market Networks Have an Important Spatial Dimension? , 2012 .

[80]  Mark S. Granovetter The Strength of Weak Ties , 1973, American Journal of Sociology.

[81]  Lars Vilhuber,et al.  The LEHD Infrastructure Files and the Creation of the Quarterly Workforce Indicators , 2009 .

[82]  Alexandra K. Murphy,et al.  Opportunities for making ends meet and upward mobility: differences in organizational deprivation across urban and suburban poor neighborhoods. , 2010, Social science quarterly.

[83]  Joseph Galaskiewicz,et al.  Leadership and Networking among Neighborhood Human Service Organization. , 1981 .