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Gentrification




●   Production side                               ●   Consumption side
    explanations                                      explanations
    –   Rent-gap theory (N.Smith,                     –   Post-industrial shift
        1979) G. depends on the                            ●   Predominance of white collar
        movement of capital from one                           work
        area of the city to the other in
        pursuit of higher profit
                                                           ●   'Creative' classes
        Urban development, technological shift,
                                                           ●   Fashion effects (NY 'loft
        depreciation create localized mismatch                 living')
        between current and potential land use
This model
●   So far...
    –   Implements the rent-gap theory
●   Wishes to
    –   Couple economic and cultural/diversity dynamics.
         ●   Gentrification affects the cultural other than economical
             identity of places.
    –   Embed + compare production and consumption
        factors → “theoretical synthesis”
    –   Predict the future! :-)
Agent model
➔   Income level [0-1] (random)
➔   Mobility propensity (Poisson distribution 0.06/year)
➔   String culture (n=10) |_|_|_|_|_|_|_|_|_|_|
                             0100101011            1011011001
             0
             1
             0
             0
             0
             0
             1
             0
             1
             0

●   Long-time neighbours interact → Cultures mix
●   Interaction more likely when common traits exist
City model
     ●   Individual dwelling
         –   Condition [0-1] random
         –   Price [0-1] = cond + 0.15
     ●   Neighbourhood
         –   Allure (sticky and approximate)
             |_|_|_|_|_|_|_|_|_|_|

         Price-gap:
         difference between a property's price and
         mean price of surrounding properties
Parameters
●   Kapital level
    –   Number of properties receiving investment each
        year
●   Decay factor
    –   Constant monthly decay. Set at 0.0015
●   Immigration rate
    –   Set at 3% per year
Economic processes
●   Decay
    –   Constant decay (0.0015/step)
    –   Empty properties decay 1.5x faster
    –   Price is lowered as consequence of decay and if
        empty for 6 consecutive months
●   Investment
    –   K properties with wider price-gap receive investment
        ●   Price = mean neighbour's price + 15%
        ●   Condition = 0.95
Residential choice process
Decision to move
●   Dissonance               ●   Poor dwellings
    –   “Spatial cognitive       –   Prolonged stay in
        dissonance” when             “slum” increases
        neighbours too               mobility propensity
        different            ●   Price increase
    –   High dissonance
        increases mobility
                                 –   Price increase puts
        propensity                   the agent in 'seek-
                                     new-place' mode
Results
Spatial dynamics
K=10 (2.2%)    K=15 (3.5%)   K=20 (4.5%)




K=25 (5.6%)    K=30 (6.8%)   K=35 (8%)
Population dynamics
K=15




Gini = 47; Slum 62%
K=25
             Population dynamics
                                   Neighbourhoods
                                   steadily increasing
                                   the mean income,
                                   while the population
                                   decreases and
                                   increases in waves,
                                   signal gentrification +
                                   displacement: the
                                   poor go, the rich
Gini = 40;                         move in.
Slum = 30%
K=25
                           Cultural dynamics




➔   Cultural uniformity is
    maximized in areas where
    prices have been stable for a
    long time at a high level

➔   Little clustering happens in
    poor areas: the "slum" is a
    transition zone for poor
    immigrants, who quickly enter
    and leave.
Population dynamics
K=35




            ➔   Higher capital = higher prices = lower population
            ➔   Cycles of investment and disinvestment
            ➔   Rat race around the city
            ➔   Reminds of Smith's definition
Cultural dynamics




Culture uniforms when
prices are steady for
some time, allowing for
➔ residents to stay put

➔ cultures mix

➔ self-selection of in-

  movers via “allure”
Future
●   More realistic residential mobility
●   More heterogeneous agents
    –   Classes of agents: “gentrifiers” and “non-
        gentrifiers”
●   Population dynamics
●   Actual city land values

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Agent based simulation of GENTRIFICATION

  • 1. Gentrification ● Production side ● Consumption side explanations explanations – Rent-gap theory (N.Smith, – Post-industrial shift 1979) G. depends on the ● Predominance of white collar movement of capital from one work area of the city to the other in pursuit of higher profit ● 'Creative' classes Urban development, technological shift, ● Fashion effects (NY 'loft depreciation create localized mismatch living') between current and potential land use
  • 2. This model ● So far... – Implements the rent-gap theory ● Wishes to – Couple economic and cultural/diversity dynamics. ● Gentrification affects the cultural other than economical identity of places. – Embed + compare production and consumption factors → “theoretical synthesis” – Predict the future! :-)
  • 3. Agent model ➔ Income level [0-1] (random) ➔ Mobility propensity (Poisson distribution 0.06/year) ➔ String culture (n=10) |_|_|_|_|_|_|_|_|_|_| 0100101011 1011011001 0 1 0 0 0 0 1 0 1 0 ● Long-time neighbours interact → Cultures mix ● Interaction more likely when common traits exist
  • 4. City model ● Individual dwelling – Condition [0-1] random – Price [0-1] = cond + 0.15 ● Neighbourhood – Allure (sticky and approximate) |_|_|_|_|_|_|_|_|_|_| Price-gap: difference between a property's price and mean price of surrounding properties
  • 5. Parameters ● Kapital level – Number of properties receiving investment each year ● Decay factor – Constant monthly decay. Set at 0.0015 ● Immigration rate – Set at 3% per year
  • 6. Economic processes ● Decay – Constant decay (0.0015/step) – Empty properties decay 1.5x faster – Price is lowered as consequence of decay and if empty for 6 consecutive months ● Investment – K properties with wider price-gap receive investment ● Price = mean neighbour's price + 15% ● Condition = 0.95
  • 8. Decision to move ● Dissonance ● Poor dwellings – “Spatial cognitive – Prolonged stay in dissonance” when “slum” increases neighbours too mobility propensity different ● Price increase – High dissonance increases mobility – Price increase puts propensity the agent in 'seek- new-place' mode
  • 10. Spatial dynamics K=10 (2.2%) K=15 (3.5%) K=20 (4.5%) K=25 (5.6%) K=30 (6.8%) K=35 (8%)
  • 12. K=25 Population dynamics Neighbourhoods steadily increasing the mean income, while the population decreases and increases in waves, signal gentrification + displacement: the poor go, the rich Gini = 40; move in. Slum = 30%
  • 13. K=25 Cultural dynamics ➔ Cultural uniformity is maximized in areas where prices have been stable for a long time at a high level ➔ Little clustering happens in poor areas: the "slum" is a transition zone for poor immigrants, who quickly enter and leave.
  • 14. Population dynamics K=35 ➔ Higher capital = higher prices = lower population ➔ Cycles of investment and disinvestment ➔ Rat race around the city ➔ Reminds of Smith's definition
  • 15. Cultural dynamics Culture uniforms when prices are steady for some time, allowing for ➔ residents to stay put ➔ cultures mix ➔ self-selection of in- movers via “allure”
  • 16. Future ● More realistic residential mobility ● More heterogeneous agents – Classes of agents: “gentrifiers” and “non- gentrifiers” ● Population dynamics ● Actual city land values

Hinweis der Redaktion

  1. Gentrification: Inflow of affluent residents in working class areas. This results in displacement of the original population and in the change of the looks of the area (different shops, art galleries, etc.) Gentrification is an outcome of investments shifting from one area to another in pursuit of profit. BEFORE THE MOVEMENT OF PEOPLE THERE'S THE MOVEMENT OF INVESTMENTS. Investment happens in areas where the gap between the potential and the actual land/property value is wider