Using small data to interpret big data: 311 reports as individual contributions to informal social control in urban neighborhoods.

Informal social control is considered a vital component of the well-being of urban communities. Though some argue that the actions that constitute this social process are often said to reflect territoriality, little else is known about how individuals contribute to it. The current study leverages a database of over 600,000 requests for government services received by the city of Boston, MA's 311 system as a way to answer such questions, focusing particularly on reports of issues in the public space arising from incivilities. In order to establish construct validity for the "big data" of the 311 system, they are combined with the "small data" of a survey of 311 users, permitting the simultaneous analysis of objective reporting behaviors with self-report attitudes. The analysis occurs in two parts. First, reporting of incivilities is distinguished behaviorally from reporting public issues arising from natural deterioration, and people are found to specialize in one or the other. Second, the survey is used to test whether the reports are a reflection of territoriality. Reports of incivilities were unique in their association with a desire to enforce local social norms. They were also associated with a second territorial motivation to benefit the community. Implications for future research are discussed.

[1]  Paolo Santi,et al.  Supporting Information for Quantifying the Benefits of Vehicle Pooling with Shareability Networks Data Set and Pre-processing , 2022 .

[2]  G. Brown Claiming a Corner at Work: Measuring Employee Territoriality in Their Workspaces , 2009 .

[3]  Gerard Delanty The Foundations of Social Theory , 2009 .

[4]  Carol M. Werner,et al.  Social Cohesiveness, Territoriality, and Holiday Decorations , 1985 .

[5]  Carol M. Werner,et al.  Inferences about homeowners' sociability: Impact of christmas decorations and other cues , 1989 .

[6]  Barbara B. Brown,et al.  THE HOME AND IDENTITY DISPLAY: INTERPRETING RESIDENT TERRITORIALITY FROM HOME EXTERIORS , 1996 .

[7]  S. Messick Validity of Psychological Assessment: Validation of Inferences from Persons' Responses and Performances as Scientific Inquiry into Score Meaning. Research Report RR-94-45. , 1994 .

[8]  Robert J. Sampson,et al.  Neighborhood inequality, collective efficacy, and the spatial dynamics of urban violence , 2001 .

[9]  S. Raudenbush,et al.  Neighborhood support and the birth weight of urban infants. , 2003, American journal of epidemiology.

[10]  M. Kefalas Working-Class Heroes: Protecting Home, Community, and Nation in a Chicago Neighborhood , 2003 .

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

[12]  S. Galea,et al.  Collective efficacy and major depression in urban neighborhoods. , 2006, American journal of epidemiology.

[13]  Paul E. Bellair INFORMAL SURVEILLANCE AND STREET CRIME: A COMPLEX RELATIONSHIP , 2000 .

[14]  O. Newman,et al.  Defensible Space; Crime Prevention Through Urban Design. , 1973 .

[15]  J. Lynch,et al.  Assessing the effects of mass incarceration on informal social control in communities , 2004 .

[16]  D. O’Brien,et al.  Custodians and Custodianship in Urban Neighborhoods , 2015 .

[17]  Terrance J. Taylor,et al.  NEIGHBORHOOD STRUCTURAL CHARACTERISTICS, INDIVIDUAL-LEVEL ATTITUDES, AND YOUTHS' CRIME REPORTING INTENTIONS† , 2010 .

[18]  D. Wallace,et al.  Testing the temporal nature of social disorder through abandoned buildings and interstitial spaces. , 2015, Social science research.

[19]  S. Raudenbush,et al.  Seeing Disorder: Neighborhood Stigma and the Social Construction of “Broken Windows” , 2004 .

[20]  Ralph B. Taylor,et al.  The physical environment of street crime: Defensible space, territoriality and incivilities. , 1993 .

[21]  Susan M. Hartnett,et al.  Community Policing, Chicago Style , 1997 .

[22]  Aimee Bower,et al.  Collective efficacy and obesity: the potential influence of social factors on health. , 2006, Social science & medicine.

[23]  Barbara D. Warner,et al.  Local Social Ties in a Community and Crime Model: Questioning the Systemic Nature of Informal Social Control , 1997 .

[24]  Graham Brown,et al.  Incivilities, place attachment and crime: Block and individual effects , 2004 .

[25]  Ronald O. Pitner,et al.  Making neighborhoods safer: Examining predictors of residents' concerns about neighborhood safety , 2012 .

[26]  K. Cagney,et al.  Exploring neighborhood-level variation in asthma and other respiratory diseases , 2004, Journal of General Internal Medicine.

[27]  Ralph B. Taylor Human Territorial Functioning: An Empirical, Evolutionary Perspective on Individual and Small Group Territorial Cognitions, Behaviors, and Consequences , 1988 .

[28]  K. Cagney,et al.  Neighborhood structural disadvantage, collective efficacy, and self-rated physical health in an urban setting. , 2002, Journal of health and social behavior.

[29]  Erica R. Edwards Black Picket Fences: Privilege and Peril Among the Black Middle Class , 2002 .

[30]  P. Carr Clean Streets: Controlling Crime, Maintaining Order, and Building Community Activism , 2005 .

[31]  Stephen W. Raudenbush,et al.  1. Ecometrics: Toward a Science of Assessing Ecological Settings, with Application to the Systematic Social Observation of Neighborhoods , 1999 .

[32]  D. O’Brien,et al.  311 hotlines, territoriality, and the collaborative maintenance of the urban commons: Examining the intersection of a coproduction policy and evolved human behavior. , 2016 .

[33]  D. Boyd,et al.  Six Provocations for Big Data , 2011 .

[34]  N. Eagle,et al.  Network Diversity and Economic Development , 2010, Science.

[35]  John R. Hipp,et al.  A LONGITUDINAL TEST OF SOCIAL DISORGANIZATION THEORY: FEEDBACK EFFECTS AMONG COHESION, SOCIAL CONTROL, AND DISORDER* , 2011 .

[36]  Mary E Pattillo-McCoy,et al.  Black Picket Fences: Privilege and Peril among the Black Middle Class , 2000 .

[37]  Robert J. Sampson,et al.  Ecometrics in the Age of Big Data , 2015 .

[38]  Barbara D. Warner,et al.  DIRECTLY INTERVENE OR CALL THE AUTHORITIES? A STUDY OF FORMS OF NEIGHBORHOOD SOCIAL CONTROL WITHIN A SOCIAL DISORGANIZATION FRAMEWORK* , 2007 .

[39]  Jessie Bernard,et al.  The Social Order of the Slum: Ethnicity and Territory in the Inner City. , 1969 .

[40]  S. Messick Validity of Psychological Assessment: Validation of Inferences from Persons' Responses and Performances as Scientific Inquiry into Score Meaning. Research Report RR-94-45. , 1994 .

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

[42]  Eric Gordon,et al.  Caring about the community, counteracting disorder: 311 reports of public issues as expressions of territoriality , 2014 .

[43]  J. Schafer,et al.  Neighborhood Residents' Production of Order: The Effects of Collective Efficacy on Responses to Neighborhood Problems , 2006 .

[44]  I. Spergel,et al.  : Neighborhoods and Crime: The Dimensions of Effective Community Control , 1994 .

[45]  P. O’Campo,et al.  A brief observational measure for urban neighborhoods. , 2001, Health & place.

[46]  Linda Steg,et al.  The Spreading of Disorder , 2008, Science.

[47]  R. Sampson,et al.  Community Structure and Crime: Testing Social-Disorganization Theory , 1989, American Journal of Sociology.

[48]  R. Pahl,et al.  The Social Construction of Communities , 1972 .

[49]  The willingness to intervene in problematic neighbourhood situations: A comparison of local entrepreneurs and (un-)employed residents , 2014 .

[50]  Linda Steg,et al.  The Importance of Demonstratively Restoring Order , 2013, PloS one.

[51]  R Core Team,et al.  R: A language and environment for statistical computing. , 2014 .

[52]  Jack R. Greene Community Policing in America : Changing the Nature , Structure , and Function of the Police , 2000 .

[53]  Eric Silver,et al.  SOURCES OF INFORMAL SOCIAL CONTROL IN CHICAGO NEIGHBORHOODS , 2004 .

[54]  Jeremy M. Cohen,et al.  Local Adaptation in Community Perception , 2014 .

[55]  I. Kawachi,et al.  Social capital and collective efficacy in Hungary: cross sectional associations with middle aged female and male mortality rates , 2004, Journal of Epidemiology and Community Health.

[56]  Paul E. Bellair SOCIAL INTERACTION AND COMMUNITY CRIME: EXAMINING THE IMPORTANCE OF NEIGHBOR NETWORKS , 1997 .

[57]  M. Janowitz,et al.  Community Attachment in Mass Society , 1974 .

[58]  Irwin Altman,et al.  Territoriality and residential crime: a conceptual framework. , 1982 .

[59]  Charles Anderson,et al.  The end of theory: The data deluge makes the scientific method obsolete , 2008 .

[60]  N. Goldman,et al.  Contextual factors and weight change over time: a comparison between U.S. Hispanics and other population sub-groups. , 2013, Social science & medicine.

[61]  Simon DeDeo,et al.  The civilizing process in London’s Old Bailey , 2014, Proceedings of the National Academy of Sciences.

[62]  Robert J. Sampson,et al.  Systematic Social Observation of Public Spaces: A New Look at Disorder in Urban Neighborhoods1 , 1999, American Journal of Sociology.