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CPS1284 Rabeh M.
                  socioeconomic  status,  living  conditions,  and  quality  of  life.  This
                  marginalization  often  linked  to  exclusion  and  violence.  In  this  article,  we
                  examine  the  structure  and  the  level  of  the  income  inequality  including  an
                  empirical  decomposition  of  the  refugee  non-refugee  disparities.  More
                  specifically,  we  will  investigate  how  the  disparities  in  the  distribution  of
                  household  features  and  in  the  returns  to  these  features  contribute  to  this
                  inequality.  This  would  undoubtedly  shed  more  light  on  the  role  and
                  effectiveness of current development and integration policies conducted by
                  the authorities and others institutions in favor of the refugees.

                  2.  Methodology
                      Using  the  basic  Oaxaca  and  Blinder  decomposition  technique  (Blinder,
                  1973; Oaxaca, 1973), wage difference equations will be estimated for refugee
                  workers and non-refugee workers separately. To explain, suppose the mean
                  log wage function for each group (2 groups) is described by the subsequent
                  equation:
                      ( | ) =                      (1)
                                   
                            
                         
                  where denotes the logarithmic real hourly wages,  is the vector of general
                  (i.e.  age,  gender,  education,  marital  status,  experience,  and  residence)  and
                  labor market characteristics (i.e. occupation, sector of activity) (including the
                  constant term),  β is the vector of coefficients and G denotes the group of
                  workers: refugee and non-refugees in labor market. Then the OLS estimate of
                    assesses the impact of  on the conditional or unconditional mean of  for
                   
                  group G. It is noteworthy that the Oaxaca–Blinder decomposition has been
                  widely used to decompose the mean wage gap between two opposite groups
                  (initially between male and female groups) into a composition effect explained
                  by  differences  in  productivity  features  and  an  unexplained  wage  structure
                  effect due to different returns to covariates. Accordingly, the mean log wage
                  gap  between  non-refugee  ()  and  refugee  ()  workers  can  be  written  as
                                                                ̅
                  follows:
                    −  ̅ = ( −  ̅ ) +  ̅( −  ̅)       (2)
                        ̅
                                                ̂
                                       ̂
                                            ̂
                              ̅
                                                     ̂
                                   ̅
                   ̅
                                             
                                    
                                                
                               
                                        
                   
                                                     
                         
                  Where   is the reference wage structure, and ( −  ̅ )  is the composition
                                                                         ̂
                                                                ̅
                                                                     ̅
                          ̂
                          
                                                                 
                                                                      
                                                                         
                  effect  and   ̅( −  ̅)         represents  the  wage  structure  effect
                                    ̂
                                 ̂
                                         ̂
                                          
                                  
                                     
                  (discrimination effect).
                      Notwithstanding its usefulness in explaining whether differences in wages
                  between  different  population  sub-groups  are  due  to  variations  in
                  characteristics between them or alternatively due to the wage structure, the
                  Oaxaca-Blinder decomposition method is recently criticized for considering
                  only the decomposition of the mean wage differences, yielding an incomplete
                  representation  of  the  inequality  sources.  Accordingly,  other  conventional
                  methods have extended the decomposition beyond the mean and allow the
                  investigation of the entire distribution, yet they all share the same weaknesses
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