Please enable JavaScript.
Coggle requires JavaScript to display documents.
Predicting Housing Abandonment with the Philadelphia Neighborhood…
Predicting Housing Abandonment with the Philadelphia Neighborhood Information System (Hillier et al, 2003)
Previous Studies & Work
reliance on secondary data
UI Challenges
neglected clear abandonment definitions
Offered ideas on what variables would be important
Nature of the Data Needed
Temporal nature / need to be up to date
spatial nature
predictive value
user based forecasting
informational weighing systems
New logistic Prediction Model
linear limitation
outputs vary by cutoff points
next steps
more testing
adaptability to new definitions
Philadelphia Neighborhood Information System
Additional layers of reliability
allows for understanding spatial relationships
predictions based on locality
what is locality?
Abandonment Definitions
Vacant =/= abandoned
3 distinct deficiencies
functional
physical
fiinancial
L&I Intervention
Abandonment Causes
population shifts