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THE JOURNAL OF ECONOMIC SCIENCES: THEORY AND PRACTICE, V.77, # 1, 2020, pp. 31-50



                                                               
                                                                  
                                        
                                           
                                    
                                                                           −1
                                    (   ,    ) = [      . {   = (     ,    ) ∈   (  )}]             (13)
                                     0
                                  0
                                         0
                                                             0
                                                                0

                    It  gives  the  output  in  the  period  t  (inputs  are  constant).  The  distance  of  this
                    production to the technology boundary in the period s reaches the form:

                                                            
                                                                    
                                                    
                                                        
                                          (  ) = {   ,    };    ≥ 0,    ≥ 0, ∀ℎ = 1 …                          (14)
                                                  ℎ
                                                     ℎ
                                                                  ℎ
                                                          ℎ

                    If  the  period  s  and  t  are  greater  than  one  (small),  then  the  TFV  representation
                    generated in this way is positive (negative) Malmquist Index. Distance functions in
                    this productivity index can be rearranged in order to show that they are equivalent to
                    the  product  of  technical  efficiency  change  index  and  technological  change  index
                    (Coelli, et al., 1998: 292).
                                                                                 1/2
                                                                   
                                                                            
                                                         
                                      
                                     (   ,    ,    ,    ) =     (      ,      )    [    (      ,      )        (      ,      ) ]                        (15)
                                                       0
                                                                 0
                                                                          0
                                               
                                            
                                                  
                                    0
                                         
                                                                   
                                                                            
                                                         
                                                                            (      ,      )
                                                                   (      ,      )
                                                         (      ,      )
                                                       0
                                                                 0
                                                                          0

                    The  equation  (1,42)  consists  of  the  multiplication  of  "Efficiency  Change"  and
                    "Technological  Change",  which  measure  changes  in  output-oriented  technical
                    efficiency in period’s s and t and changes in technology between the two periods.
                    The change in efficiency refers to the ratio of the technical efficiency in the period t
                    to the technical efficiency in the period s (Candemir & Deliktaş, 2006: 4).

                                                                    
                                                                  0
                                       Efficiency change (EC) =     (      ,      )                             (16)
                                                                    
                                                                    (      ,      )
                                                                  0

                                                                           
                                                                 
                                                                         0
                                                               0
                              Technological Change (TC) = [      (      ,      )        (      ,      ) ] 1/2                       (17)
                                                                 
                                                                           
                                                                 (      ,      )     (      ,      )
                                                                         0
                                                               0

                    Where,  Change  in  Efficiency  is  the  change  index  in  technical  efficiency  under
                    constant  return  to  scale.  While  this  index  is  the  best  effect  of  capturing  the
                    production  limit  for  each  observation  between  periods  s  and  t,  the  Technological
                    Change  index  is  the  change  in  the  technical  efficiency  limit.  TFP  change  is
                    expressed  as  the  product  of  the  change  in  technical  efficiency  and  technological
                    change (Candemir & Deliktaş, 2006: 4).

                    While this index is expressed as the effect of capturing best production limit for each
                    observation between period’s s and t, Technological Change Index is expressed as
                    the change in the boundary of technical efficiency. TFP change is expressed as the
                    multiplication  of  the  change  in  technical  efficiency  and  technological  change
                    (Candemir & Deliktaş, 2006: 4).

                                                          ,  
                                                                 =                               (18)

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