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CPS1198 Firano Z. et al.
                  the real estate market. The basic assumption is that the more the good is in
                  the market the more its value increases. Sirmans et al. (2005) found that most
                  studies using the hedonic approach and verified the relevance of the temporal
                  variable.
                      Due to the price dependence of negotiations between buyers and sellers,
                  the use of the hedonic approach does not allow this element to be taken into
                  account. Harding et al. (2003) estimated the effects of trading by including in
                  the hedonic equation a vector of buyer and seller characteristics. Turnbull and
                  Dombrow  (2006)  study  the  spatial  situation  of  real  estate  to  describe  the
                  impact of neighbourhood on the price of goods. Their results show that the
                  spatial effect dominates and depends on the market trend. To account for the
                  spatial phenomenon, many authors have begun to apply the hedonic model
                  to spatial factors. Dubin (1998) uses the geostatistical method to evaluate the
                  covariance structure of the model. Can (1990) proposes to use models with
                  spatial delay.
                      In addition, other works have indicated the importance of the sales season
                  of real estate on sales prices. For example, prices are often higher during the
                  summer  periods  because  of  household  availability  during  these  times  and
                  because of the possibility of hiding property failures during this season (Haurin
                  1988, Springer 1996, Forgey et al. Knight 2002, Harding et al., 2003).

                  3.  Data and methodology
                      This paper analyzes the formation of real estate prices in the Rabat-Témara
                  area, which is an important area in Morocco's real estate heritage. In addition
                  to its nomination as capital of the country, the Rabat region is the cultural
                  center of the Kingdom. All the communes of the Rabat region were analysed,
                  only  those  of  Kenitra  were  not  included  in  the  analysis  because  of  the
                  unavailability  of  the  data.  We  have  taken  into  account  all  the  real  estate
                  belonging to this area, be it bare land, apartments, villas and other types of
                  derived habitats.
                      According to the graph, urban areas in the Rabat region do not have the
                  same value. The Hay Riad-Agdal area is the one that accounts for most of the
                  property value in terms of value. For other areas, the price is almost aligned
                  and there is not much difference, except for the Harhoura area and downtown
                  Rabat.








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