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NTU Management Review Vol. 34 No. 3 Dec. 2024







                        Tightening collaboration among actors  Böttcher et al., 2021
                   Macro Level  (Ecosystem)  bigger ecosystem  Sharma, Luthra, Joshi, and Kumar, 2021
                                                              Palmié et al., 2022
                        from different ecosystem to create a
                                                              Pereira and Frazzon, 2021
                        Facilitating an Ecosystem creation by
                        establishing collaboration platforms

                                                             Cakir, Iftikhar, Bielozorov, Pourzolfaghar, and
                        Enabling employees to work more      Helfert, 2021
                                                             Reinartz et al., 2019
                        efficiently                          Audrin, 2020   Kao and Chueh, 2022
                                                             Gupta and Ramachandran, 2021
                                                                                  Krymov et al., 2019
                                                                              Gustafsson, Jonsson,
                                                                              and Holmström, 2019
                                                             Reinartz et al.,
                Aggregate Levels  Meso Level (Organizational)  Facilitating a more flexible organization  Ishfaq et al., 2022  Kamble et al., 2019
                                                             2019
                        to provide customer value
                                                             Papanagnou et al.,
                                                                               Mujianto et al., 2022
                                                             2022
                                                                               Gouveia and Mamede,
                                                                               2022
                                                         Riegger, Klein, Merfeld,
                        Enabling a new business processes in the
                                                         and Henkel, 2021
                        retail
                                                         Reinartz et al., 2019
                                                                          Reinartz et al., 2019
                                                         Krymov et al., 2019  Fletcher and Griffiths, 2020
                                                             Kao and Chueh, 2022  Bärsch et al., 2019
                                                                            Cakir et al., 2021
                     Micro Level (Individual)  Enhancing customer experience and  Hauser, Günther, Flath, and Thiesse, 2019
                                                             Jiang and Stylos, 2021
                        Facilitating and Easing Customer Decision
                                                             Pizzi, Scarpi, Pichierri, and
                                                                                 Hilken et al., 2018
                                                             Vannucci, 2019
                                                              Ovani and
                                                                               Meyer et al., 2018
                                                              Windasari, 2022
                        engagement
                                                             Iqbal, Hassan, and Habibah, 2018
                        New Direction of Customer Brand
                                                              Grewal et al., Pereira et al.,
                        Relationship                         Djelassi, Diallo, and Zielke, 2018 Hoyer et al., 2020
                                                              2020     2022
                                   Impacts                          Technological Artifact
                              Internet and Platform  Digital Reality         AI and Robotics
                              Internet of Things     Self Service and KiosK  General Technology

                         Figure 2 Prior Literature on the Retail Digital Transformation


                   On the other hand, retailers can also collaborate and gather with different actors and
               strengthen connectivity in the network (Böttcher et al., 2021). Retail digital transformation
               impacts the existing supply chain structures and integrates responsiveness into the new




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