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IPS129 Claudia V. et al.
            fear of crime. No effect of unemployment rate, size of migrant population or
            income inequality was found in the data.

            2.  Methodology
                One issue that needs to be flagged about fear of crime and perception of
            risk  is  that,  to  some  degree,  ‘worry  is  a  good  thing’,  a  ‘socially  beneficial
            activity’ that prompts us to care for ourselves, our children and others (Jackson
                      3
            et al 2009) . Perception of risk is important, as it can be ‘an accurate predictor
            of future victimisation’ and it prompts us to adopt ‘protective or risk-avoidant
                                                                         4
            behaviours’  (Brewer  et  al  2007  in  Dichter  and  Gelles  2012) .  Accordingly,
            strategies to improve perceptions of safety should not be ‘aimed naively at
            eliminating fear of crime’, but at ‘synchronizing fear with actual levels of crime’.
                           5
            (Cordner 2010) .
                Ceccato (2012)  classifies three ‘types’ of fear of crime – ‘individual’, which
                              6
            is often associated with personal experience of crime, ‘neighborhood’ which is
            a result of what you experience where you live, and ‘social macro’, described
            as  a  ‘social  phenomenon’  shaped  by  media  and  forming  part  of  broader
            anxiety about global and social change (Ceccato, 2012).
                Measuring the cost of violent crime victimization is difficult, and using that
            data  to  make  comparisons  across  time  and  place  can  be  even  trickier.  A
            significant amount of research has attempted to answer the question: how
                                             7
            much does it cost to be a victim?
                Researchers  have  developed  a  variety  of  terms  to  characterize  the
            numerous effects on costs of crime. While not all researchers use the same
            terminology  to  analyze  costs,  studies  generally  consider  the  following
            elements:
            • Tangible costs: Tangible costs are those where the effect can be valued by
            observing  product  or  service  transactions  that  arise  in  response  to  or  in
            anticipation  of  criminal  activity.  Such  costs  include  the  value  of  damaged
            property, medical care to treat injuries, and costs to install alarm systems to
            avoid crime.

            3  Jackson J, Gray E and Farrall S (2009). ‘Untangling the Fear of Crime’. Criminal Justice Matters, 75:1, pp 12-
            13. Centre for Crime and Justice Studies.
            4  Dichter M and Gelles R (2012). ‘Women’s Perceptions of Safety and Risk Following Police Intervention for
            Intimate Partner Violence’. Violence Against Women 2012, Volume 18 No 12.
            5  Cordner G (2010). ‘Reducing Fear of Crime: Strategies for Police’. Office of Community Oriented Policing
            Services, U.S. Department of Justice, p.5.
            6  Vania Ceccato, (2011), The Urban Fabric of Crime and Fear, Springer Dordrecht Heidelberg New York
            London.
            7  Arthur Lurigio at Loyola University of Chicago notes that since the 1980s, the cost of crime victimization
            has been studied in three main ways: (1) drawing upon several data sources and applying a “basic costs
            calculus;” (2) surveying people on their willingness to pay for crime reduction programs; and (3) asking
            people to estimate “the effects of crime on housing prices and other community amenities” (Lurigio, 2014),
            or  GAO, COSTS OF CRIME - Experts Report Challenges Estimating Costs and Suggest Improvements to
            Better Inform Policy Decisions, 2017
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