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Konstantia Darvidou, Evangelos Siskos: Digital Marketing Tools in the EU Tourism Sector

                    Correlation analysis shows that additional increase in already widely used digital tools
                    is less efficient for stimulating inbound tourism in the EU countries. The correlations
                    between the shares of enterprises at the beginning of the analysed period (2015 or 2016)
                    on  one  hand  and  the  correlations  between  the  factors  and  tourism  exports  growth
                    (correlations taken from the table 3) on another hand are significant negative ones: -
                    0.31  (for  TE)  and  -0.54  (for  TEGDP).  For  example,  almost  all  the  companies  in
                    accommodation sector (96%) already had a website and the correlations with their use
                    were close to zero (0.07 and -0.06). The correlations for travel agencies were even
                    negative (-0.62 and 0.58) for the website tool (but such a strange affect could be also a
                    result of strong correlation between Tweb and Tsmopin: -0.74). So, there can be a
                    saturation point in use of this instrument in recent years, where minor additional changes
                    in their use provide no significant positive effect or it is difficult to measure it under the
                    influence of various other factors of inbound tourism. The only substantial positive
                    effect for travel agencies was in case of using website with personalised content for
                    regular/recurrent visitors. Investing in developing websites could be an innovative tool
                    in the past, but nowadays applying new digital tools can be more efficient.

                    Table 3: Correlation matrix of digital marketing tools and tourism exports growth.
                                                                       Travel agency, tour operator
                                                                       and other reservation service
                     Sector          Accomodation      Sector              and related activities
                     Factor           TE     TEGDP  Factor               TE           TEGDP
                     Aweb            0.07     -0.06    Tweb            -0.62**        -0.58**
                     Awebdescr       -0.03    -0.28    Twebdescr        -0.22         -0.63**
                     Awevorder       0.13      0.05    Twevorder        -0.03          -0.19
                     Awebtrack       -0.04     0.04    Twebtrack        0.25            0.31
                     Awebcustom      -0.01    -0.05    Twebcustom       0.19           -0.05
                     Awebperson      -0.05     0.23    Twebperson      0.45**           0.15
                     Aadv            0.32     0.52**  Tadv              -0.20           0.00
                     Aadvcont        0.23     0.48*    Tadvcont         -0.36          -0.19
                     Aadvpast        0.32     0.60**  Tadvpast          -0.05          -0.27
                     Aadvgeo         0.21      0.41    Tadvgeo          -0.14          -0.20
                     Aadvoth        0.52**     0.37    Tadvoth          0.04           -0.01
                     Aadvtarg        0.30     0.58**  Tadvtarg          -0.29          -0.09
                     Asmimage        0.13     -0.30    Tsmimage         0.12           -0.31
                     Asmresp         0.05     -0.21    Tsmresp          0.20           -0.32
                     Asminnov        0.10      0.06    Tsminnov         0.20            0.15
                     Asmopin         -0.28     0.01    Tsmopin         0.72**          0.54**
                     Asmcust         -0.10    -0.31    Tsmcust          0.10           -0.33
                     Asnetw          -0.12    -0.13    Tsnetw           0.02           -0.29
                     Ablog           0.13      0.21    Tblog           0.52**           0.39


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