研究生: |
杜偉樂 Felix Drews |
---|---|
論文名稱: |
零售業的數位轉型:消費趨勢及數位科技對銷售管道、成本結構及收益流之影響 Digital Transformation in Retail – the Impact of Consumer Trends and Digital Technologies on Channels, Cost Structures and Revenue Streams |
指導教授: |
周德瑋
Chou, De-Wai Heiko Seif Heiko Seif |
學位類別: |
碩士 Master |
系所名稱: |
管理研究所 Graduate Institute of Management |
論文出版年: | 2018 |
畢業學年度: | 106 |
語文別: | 英文 |
論文頁數: | 261 |
中文關鍵詞: | Retail Industry 、Digitization 、Digital Transformation 、Consumer Trends |
英文關鍵詞: | Retail Industry, Digitization, Digital Transformation, Consumer Trends |
DOI URL: | http://doi.org/10.6345/THE.NTNU.GIM.005.2018.F08 |
論文種類: | 學術論文 |
相關次數: | 點閱:166 下載:40 |
分享至: |
查詢本校圖書館目錄 查詢臺灣博碩士論文知識加值系統 勘誤回報 |
This thesis analyses how consumer trends and digital technologies impact the business models of retailers regarding the BMC building blocks channels, cost structures and revenue streams. The literature review focusses on the presentation of relevant consumer trends and digital technologies as a foundation for further research. Twelve semi-structured in-depth interviews were conducted with retail digitization experts, to develop an answer to the research question of this paper. The data was transcribed and analysed with the Qualitative Content Analysis developed by Mayring.
Implications show that retailers need to deliver an engaging and meaningful customer experience, which is fully personalized throughout all channels and touch points. User- created content should be utilized and integrated into the channels, and customer’s needs and desires satisfied with close to immediate effect. Digital technology certainly helps coping with consumer trends, each retailer individually has to find the perfect set of digital technologies to meet customers’ expectations. It was found that digitization triggers a shift of costs in-between different cost centres. Operating expenses overall can be expected to decrease as a lot of processes can be automated and the utilization of resources optimized. On the other hand, necessary initial investments will drastically increase capital expenditures, redeeming the savings in OPEX. The asset-sale can be expected to be the dominant revenue stream in the future; niche markets will adopt alternative subscription and leasing models. Beyond that, implications show that digital technologies have the potential to trigger an exponential growth in revenues of retailers.
Anshari, Muhammad, Almunawar, Mohammad Nabil, Lim, Syamimi Ariff & Al-mudimigh, Abdullah (2018). Customer Relationship Management and Big Data Enabled: Personalization & Customization of Services. Applied Computing and Informatics, pp 1-18. https://doi.org/10.1016/j.aci.2018.05.004 (12.03.2018).
Arora, Sourabh & Sahney, Sangeeta (2017). Webrooming behaviour: a conceptual framework. International Journal of Retail & Distribution Management, Vol. 45, Issue 7/8, pp.762-781. https://doi.org/10.1108/IJRDM-09-2016-0158 (12.03.2018).
Arora, Sourabh, Singha, Kunal & Sahney Sangeeta (2017). Understanding consumer’s showrooming behaviour: Extending the theory of planned behavior. Asia Pacific Journal of Marketing and Logistics, Vol. 29, Issue 2, pp. 409-431. https://doi.org/10.1108/APJML-06-2016-0111 (23.02.2018).
Bäckström, Kristina & Johansson, Ulf (2017). An exploration of consumers’ experiences in physical stores: comparing consumers’ and retailers’ perspectives in past and present time. The International Review of Retail, Distribution and Consumer Research, Vol. 27, Issue 3, pp. 241-259. http://dx.doi.org/10.1080/09593969.2017.1314865 (15.04.2018).
Bailey, Ainsworth Anthony, Pentina, Iryna, Mishra, Aditya Shankar & Mimoun, Mohammed Slim Ben (2017). Mobile payments adoption by US consumers: an extended TAM. International Journal of Retail & Distribution Management, Vol. 45, Issue 6, pp. 626-640. https://doi.org/10.1108/ IJRDM-08-2016-0144 (26.01.2018).
Balaji, M. and Roy, S. (2016). Value co-creation with Internet of things technology in the retail industry. Journal of Marketing Management, Vol. 33, pp. 7-31. https://doi.org/10.1080/0267257X.2016.1217914 (21.02.2018).
Basak, Shounak, Basu, Preetam, Avittathur, Balram & Sikdar Soumyen (2017). A game theoretic analysis of multichannel retail in the context of “showrooming”. Decision Support Systems, Vol. 103, pp. 34-45. https://doi.org/10.1016/j.dss.2017.09.002 (23.02.2018).
Bell, David, Gallino, Santiago & Moreno, Antonio (2014). Showrooms and Information Provision in Omni-channel Retail. Production and Operations Management, Vol. 24, Issue 3, pp. 359–368. https://doi.org/10.1111/poms.12258_2 (17.01.2017).
Bertacchini, Francesca, Bilotta, Eleonora & Pantano, Pietro (2017). Shopping with a robotic companion. Computers in Human Behavior, Vol. 77, pp. 382-395. https://doi.org/10.1016/j.chb.2017.02.064 (02.02.2018).
Black, John, Hashimzade, Nigar & Myles, Gareth (2017). A Dictionary of Economics. Oxford: 5th Edition. https://doi.org/10.1093/acref/9780198759430.001.0001 (30.04.2018).
Brach, Simon, Walsh, Gianfranco & Shaw, Deirdre (2018). Sustainable consumption and third-party certification labels: Consumers’ perceptions and reactions. European Management Journal, Vol. 36, Issue 2, pp. 254-265. https://doi.org/10.1016/j.emj.2017.03.005 (12.02.2018).
Bradlow, Eric T., Gangwar, Manish, Kopalle, Praveen & Voleti Sudhir (2017). The Role of Big Data and Predictive Analytics in Retailing. Journal of Retailing, Vol. 93, Issue 1, pp. 79-95. https://doi.org/10.1016/j.jretai.2016.12.004 (20.02.2018).
Briel, Frederik v. (2018). The future of omnichannel retail: A four-stage Delphi study. Technological Forecasting and Social Change, Vol. 132, pp. 217-229. https://doi.org/10.1016/j.techfore.2018.02.004 (21.03.2018).
Bughin, Jacques, Catlin, Tanguy, Hirt, Martin & Willmott, Paul (2018). Why digital strategies fail. https://www.mckinsey.com/business-functions/digital-mckinsey/our-insights/why-digital-strategies-fail?kui=qefxSjIrglmZcp9pf-X2eg (15.03.2018).
Bulmer, Sandy, Elms, Jonathan & Moore, Simon (2018). Exploring the adoption of self-service checkouts and the associated social obligations of shopping practices. Journal of Retailing and Consumer Services, Vol. 42, pp. 107-116. https://doi.org/10.1016/j.jretconser.2018.01.016 (19.04.2018).
Cerf, Vinton G. (2015). The Human Touch. COMMUNICATIONS OF THE ACM, Vol. 58, Issue 4, p. 7. https://doi:10.1145/2742906 (05.02.2018).
Chen, Aihui, Lu, Yaobin & Wang, Bin (2017). Customers’ purchase decision-making process in social commerce: A social learning perspective. International Journal of Information Management, Vol. 37, Issue 6, pp. 627-638. https://doi.org/10.1016/j.ijinfomgt.2017.05.001 (21.02.2018).
Considine, Eoghan & Cormican, Kathryn (2016). Self-service Technology Adoption: An Analysis of Customer to Technology Interactions. Procedia Computer Science, Vol. 100, pp. 103-109. https://doi.org/10.1016/j.procs.2016.09.129 (24.04.2018).
Constantiou, Ioanna, Marton, Attila & Tuunainen, Virpi Kristiina (2017). Four Models of Sharing Economy Platforms. MIS Quarterly Executive, Vol. 4, Issue 1, pp. 231-251 https://misqe.org/ojs2/index.php/misqe/article/viewFile/798/474 (26.01.2018).
Coughlan, Shane (2012). The First OpenForum Academy Conference Proceedings. OpenForum Europe LTD. https://books.google.de/books?id=Zm6pBAAAQBAJ&pg=PA37&dq=Coughlan+TCo&hl=en&sa=X&ved=0ahUKEwiqt7Pv7arbAhXQzaQKHX2VCfEQ6AEIKTAA#v=onepage&q=Coughlan%20TCo&f=false (24.04.2018)
Daunt, Kate L. & Harris, Lloyd C. (2017). Consumer showrooming: Value co-destruction. Journal of Retailing and Consumer Services, Vol. 38, pp. 166-176. https://doi.org/10.1016/j.jretconser.2017.05.013 (23.02.2018).
De Kerviler, Gwarlann, Demoulin, Nathalie T.M. & Zidda, Pietro (2016). Adoption of in-store mobile payment: Are perceived risk and convenience the only drivers? Journal of Retailing and Consumer Services, Vol. 31, pp. 334-344. https://doi.org/10.1016/j.jretconser.2016.04.011 (26.01.2018).
Dirican, Cüneyt (2015). The Impacts of Robotics, Artificial Intelligence On Business and Economics. Procedia - Social and Behavioral Sciences, Vol. 195, pp. 564-573. https://doi.org/10.1016/j.sbspro.2015.06.134 (02.02.2018).
Eisenhardt, M. Kathleen (1989). Building Theories From Case Study Research. Academy of Management. The Academy of Management Review, Vol. 14, pp. 532-550. https://www.business.illinois.edu/josephm/BADM504_Fall%202016/Eisenhardt1989.pdf (21.05.2018).
Erdoğmuş, İrem Eren & Tatar, Şahika Burçin (2015). Drivers of Social Commerce Through Brand Engagement. Procedia - Social and Behavioral Sciences, Vol. 207, pp. 189-195. https://doi.org/10.1016/j.sbspro.2015.10.087 (12.03.2018).
Falvián, Carlons, Gurrea, Requel & Orús, Carlos (2016). Choice confidence in the webrooming purchase process: The impact of online positive reviews and the motivation to touch. Journal of Consumer Behaviour, Vol. 15, pp. 459–476. https://doi.org/10.1002/cb.1585 (12.03.2018).
Faulds, David J., Mangold, W. Glynn, Raju, P.S. & Valsalan Sarath (2017). The mobile shopping revolution: Redefining the consumer decision process. Business Horizons, Vol. 61, Issue 2, pp. 323-338. https://doi.org/10.1016/j.bushor.2017.11.012 (20.02.2018).
Flick, Uwe, Kardorff, Ernst v. & Steinke, Ines (2004). A Companion to QUALITATIVE RESEARCH. Reinbek: Rowohlt Ttaschenbuch Verlag GmbH. https://www.google.com/url?sa=t&rct=j&q=&esrc=s&source=web&cd=3&ved=0ahUKEwi-m6_Ly6XbAhXF2KQKHTh2CeIQFggxMAI&url=https%3A%2F%2Fwww.researchgate.net%2Ffile.PostFileLoader.html%3Fid%3D562e1f9e6143258b328b45a3%26assetKey%3DAS%3A288785876176897%401445863326533&usg=AOvVaw1Or0Romc3zhbtSjlK43YRb (03.05.2018).
Fornari, Edoardo, Fornari, Daniele, Grandi, Sebastiano, Menegatti, Mario & Hofacker, Charles F. (2016). Adding store to web: migration and synergy effects in multi-channel retailing. International Journal of Retail & Distribution Management, Vol. 44, Issue 6, pp. 658-674. https://doi.org/10.1108/ IJRDM-07-2015-0103 (30.04.2018).
Foroudi, Pantea, Gupta, Suraksha, Sivarajah, Uthayasankar & Broderick, Amanda (2018). Investigating the effects of smart technology on customer dynamics and customer experience. Computers in Human Behavior, Vol. 80, pp. 271-282. https://doi.org/10.1016/j.chb.2017.11.014 (22.02.2018).
Gabler Wirtschaftslexikon (2018). CAPEX. https://wirtschaftslexikon.gabler.de/definition/capex-52700/version-275817 (09.05.2018)
Gabler Wirtschaftslexikon (2018). OPEX. https://wirtschaftslexikon.gabler.de/definition/opex-52701/version-275818 (09.05.2018).
Gallino, Santiago, Moreno, Antonio & Stamatopoulos, Ioannis (2016). Channel Integration, Sales Dispersion, and Inventory Management. Channel integration, Sales Dispersion, and Inventory Management pp. 1-39. https://doi.org/10.1287/mnsc.2016.2479 (30.03.2018).
Gao, Fei (2017). Online and Offine Information for Omnichannel Retailing. Manufacturing & Service Operations Management, Vol. 19, Issue 1, pp. 84-98. https://dx.doi.org/10.1287/msom.2016.0593 (20.04.2018).
García-Jiménez, J.V., Ruiz-de-Maya, S. & López-López, I. (2017). The impact of congruence between the CSR activity and the company's core business on consumer response to CSR. Spanish Journal of Marketing – ESIC, Vol 21, Supplement 1, pp. 26-38. https://doi.org/10.1016/j.sjme.2017.01.001 (25.04.2018).
Gebalska, Bogna Anna (2017). Using global trends as catalysts for city transition. Procedia Engineering, Vol. 198, pp. 600-611. https://doi.org/10.1016/j.proeng.2017.07.114 (20.05.2018).
Goerzig, David, Bauernhansl, Thomas (2018). Enterprise architectures for the digital transformation in small and medium-sized enterprises. Procedia CIRP, Vol. 67, pp. 540-545. https://doi.org/10.1016/j.procir.2017.12.257 (20.05.2018).
Grewal, Dhruv, Roggeveen, Anne L. & Nordfält, Jens (2017). The Future of Retailing. Journal of Retailing, Vol. 93, Issue 1, pp. 1-6. https://doi.org/10.1016/j.jretai.2016.12.008 (21.02.2018).
Griva, Anastasia, Bardaki, Cleopatra, Pramatari, Katerina & Papakiriakopoulos, Dimitris (2018). Retail business analytics: Customer visit segmentation using market basket data. Expert Systems with Applications, Vol. 100, pp. 1-16. https://doi.org/10.1016/j.eswa.2018.01.029 (20.05.2018).
Hagberg, Johan, Jonsson, Anna & Egels-Zandén, Niklas (2017). Retail digitalization: Implications for physical stores. Journal of Retailing and Consumer Services, Vol. 39, pp. 264-269. https://doi.org/10.1016/j.jretconser.2017.08.005 (25.02.2018).
Hagberg, Johan, Sundstrom, Malin & Egels-Zandén, Niklas (2016). The digitalization of retailing: an exploratory framework. International Journal of Retail & Distribution Management, Vol. 44 Issue 7, pp. 694-712. https://doi.org/10.1108/IJRDM-09-2015-0140 (10.01.2018).
Hansen, Rina & Sia, Siew Kien (2015). Hummel’s Digital Transformation Toward Omnichannel Retailing: Key Lessons Learned. MIS Quarterly Executive, Vol. 14, Issue 2, pp.51-66. http://www.misqe.org/ojs2/execsummaries/MISQE_V14I2_HansenSia_Web.pdf (20.04.2018).
Hasan, Aamir & Mishra, Subash (2015). Key Drivers Influencing Shopping Behavior in Retail Store. The IUP Journal of Marketing Management, Vol. 14, Issue 3, pp. 7-36. https://www.google.com/url?sa=t&rct=j&q=&esrc=s&source=web&cd=3&ved=0ahUKEwjRuvr19qXbAhUMKpoKHZf8D3IQFgg1MAI&url=https%3A%2F%2Fjournal.journals.uob.edu.bh%2FArticle%2FArticleFile%2F2112&usg=AOvVaw1BXLtErrIJfpZQCdHIjoC2 (16.01.2018).
Herbert, Lindsey (2017). Digital Transformation: Build Your Organization's Future for the Innovation Age, 1st Ediiton. London: Bloomsbury Business.
Horx, Matthias (2011). Das Megatrend Prinzip: Wie die Welt von morgen entsteht. München: Pantheon Verlag.
Hüseyinoğlu, Işık Özge Yumurtacı, Galipoğlu, Erdem & Kotzab, Herbert (2017). Social, local and mobile commerce practices in omni-channel retailing: Insights from Germany and Turkey. International Journal of Retail & Distribution Management, Vol. 45, Issue 7/8, pp. 711-729. https://doi.org/10.1108/ IJRDM-09-2016-0151 (23.02.2018).
Iberahim, H., Mohd Taufik, N.K., Mohd Adzmir, A.S. & Saharuddin, H. (2016). Customer Satisfaction on Reliability and Responsiveness of Self Service Technology for Retail Banking Services. Procedia Economics and Finance, Vol. 37, pp. 13-20. https://doi.org/10.1016/S2212-5671(16)30086-7 (19.04.2018).
Kaneko, Kazuki, Kishita, Yusuke & Umeda, Yasushi (2018). Toward Developing a Design Method of Personalization: Proposal of a Personalization Procedure. Procedia CIRP, Vol. 69, pp. 740-745. https://doi.org/10.1016/j.procir.2017.11.134 (19.05.2018).
Karwatzki, Sabrina, Dytynko, Olga, Trenz, Manuel & Veit, Daniel (2017). Beyond the Personalization–Privacy Paradox: Privacy Valuation, Transparency Features, and Service Personalization. Journal of Management Information Systems, Vol. 34, Issue 2, pp. 369–400. https://www.tandfonline.com/doi/full/10.1080/07421222.2017.1334467 (22.02.2018).
Kirkpatrick, Keith (2017). AI in contact centers. Communications of the ACM, Vol. 60, Issue 8, pp. 18-19. https://doi:10.1145/3105442 (05.02.2018).
Lal, Prerna (2017). Analyzing determinants influencing an individual's intention to use social commerce website. Future Business Journal, Vol. 3, Issue 1, pp. 70-85. https://doi.org/10.1016/j.fbj.2017.02.001 (22.04.2018).
Lee, Hyun-Joo & Lyu, Jewon (2016). Personal values as determinants of intentions to use self-service technology in retailing. Computers in Human Behavior, Vol. 60, pp. 322-332. https://doi.org/10.1016/j.chb.2016.02.051 (19.04.2018).
Leipzig, T. v., Gamp, M., Manz, D., Schöttle K., Ohlhausen, P., Oosthuizen, G., Palm, D. & Leipzig, K. v. (2017). Initialising customer-orientated digital transformation in enterprises. Procedia Manufacturing, Vol. 8, pp. 517-524. https://ac-1els-2cdn-1com-1001327tf01a5.emedia1.bsb-muenchen.de/S2351978917300720/1-s2.0-S2351978917300720-main.pdf?_tid=6265b3cf-f437-4ff0-9408-4b0c29071cb4&acdnat=1527415590_b371e0355e46174db83efbd1a04c101f (20.05.2018).
Leung, Alan (2018). From Husband Nurseries to Robots: Innovative Amenities in Shanghai’s Mammoth Retail Complexes. Journal of Property Management is the property of Institute of Real Estate Management, Vol. 83, pp. 42-43. http://www.jpm-digital.org/jpm/jan_feb_2018?pg=44#pg44 (22.02.2018).
Li, Feng (2017). The digital transformation of business models in the creative industries: A holistic framework and emerging trends. Technovation. https://doi.org/10.1016/j.technovation.2017.12.004 (20.05.2018).
Li, Jia, Chan, Tat Y. & Lewis, Michael (2016). What Happens When Manufacturers Perform The Retailing Functions? Production and Operations Management, Vol. 25, Issue 8, pp. 1391–1403. https://doi.org/ 10.1111/poms.12549 (03.02.2018).
Mandolini, Marco, Marilungo, Eugenia & Germani, Michele (2017). A TCO model for supporting the configuration of industrial plants. Procedia Manufacturing, Vol. 11, pp. 1940-1949. https://doi.org/10.1016/j.promfg.2017.07.339 (16.05.2018).
Mayring P., Brunner E. (2009) Qualitative Inhaltsanalyse. In: Buber R., Holzmüller H.H. (eds) Qualitative Marktforschung. Wiesbaden: Gabler. https://doi.org/10.1007/978-3-8349-9441-7_42 (25.02.2018).
Mayring, Philipp & Fenzl, Thomas (2014). Qualitative Inhaltsanalyse. Baur N., Blasius J. (eds) Handbuch Methoden der empirischen Sozialforschung. Wiesbaden: Springer VS. https://doi.org/10.1007/978-3-531-18939-0_38 (24.04.2018).
Mou, Shandong, Robb, David J. & DeHoratius Nicole (2018). Retail store operations: Literature review and research directions. European Journal of Operational Research, Vol. 265, Issue 2, pp. 399-422. https://doi.org/10.1016/j.ejor.2017.07.003 (23.02.2018).
Oana, Oprișan, Cosmin, Tileagă & Valentin, Niţu Claudiu (2017). Artificial Intelligence - A New Field of Computer Science Which Any Business Should Consider. Economic Sciences Series, Vol. 17, Issue 1, pp. 356-360. http://stec.univ-ovidius.ro/html/anale/ENG/2017/Section-IV/17_v2.pdf (05.02.2018).
Osterwalder, Alexander & Pigneur, Yves (2009). Business Model Generation: A Handbook for Visionaries, Game Changers, and Challengers. Self-published.
Pagoropoulos, Aris, Pigosso, Daniela C. A. & McAloone, Tim C. (2017). The emergent role of digital technologies in the Circular Economy: A review. Procedia CIRP, Vol. 64, pp. 19-24. https://doi.org/10.1016/j.procir.2017.02.047 (18.05.2018).
Pan, Yunhe (2016). Heading toward Artificial Intelligence 2.0. Engineering, Vol. 2, Issue 4, pp. 409-413. https://doi.org/10.1016/J.ENG.2016.04.018 (05.02.2018).
Pantano, Eleonora, Passavanti, Rosanna, Priporas, Constantinos-Vasilios & Verteramo, Saverino (2018). To what extent luxury retailing can be smart? Journal of Retailing and Consumer Services, Vol 43, pp. 94-100. https://doi.org/10.1016/j.jretconser.2018.03.012 (19.05.2018).
Parente, Ronaldo C., Geleilate, José-Mauricio G. & Rong, Ke (2018). The Sharing Economy Globalization Phenomenon: A Research Agenda. Journal of International Management, Vol. 24, Issue 1, pp. 52-64. https://doi.org/10.1016/j.intman.2017.10.001 (02.02.2018).
Picot-Coupey, Karine, Huré, Elodie & Piveteau, Lauren (2016). Channel design to enrich customers’ shopping experiences: Synchronizing clicks with bricks in an omni-channel perspective – the Direct Optic case. International Journal of Retail & Distribution Management, Vol. 44, Issue 3, pp. 336-368. https://doi.org/10.1108/IJRDM-04-2015-0056 (25.04.2018).
Poncin, Ingrid, Garnier, Marion, Mimoun, Mohammed S. B. & Leclercq, Thomas (2017). Smart technologies and shopping experience: Are gamification interfaces effective? The case of the Smartstore. Technological Forecasting and Social Change, Vol. 124, pp. 320-331. https://doi.org/10.1016/j.techfore.2017.01.025 (26.02.2018).
Poushneh, Atieh (2018). Augmented reality in retail: A trade-off between user's control of access to personal information and augmentation quality. Journal of Retailing and Consumer Services, Vol. 41, pp. 169-176. https://doi.org/10.1016/j.jretconser.2017.12.010 (05.02.2018).
Poushneh, Atieh & Vasquez-Parraga, Arturo Z. (2017). Discernible impact of augmented reality on retail customer's experience, satisfaction and willingness to buy. Journal of Retailing and Consumer Services, Vol. 34, pp. 229-234. https://doi.org/10.1016/j.jretconser.2016.10.005 (05.02.2018).
Priporas, Constantinos-Vasilios, Stylos, Nikolaos & Fotiadis, Anestis K. (2017). Generation Z consumers' expectations of interactions in smart retailing: A future agenda. Computers in Human Behavior, Vol. 77, pp. 374-381. https://doi.org/10.1016/j.chb.2017.01.058 (26.01.2018).
Ramsenthaler, Christina (2013). Was ist „Qualitative Inhaltsanalyse?“. In: Schnell M., Schulz C., Kolbe H., Dunger C. (eds) Der Patient am Lebensende. Palliative Care und Forschung. Wiesbaden: Springer VS. https://doi.org/10.1007/978-3-531-19660-2_2 (15.03.2018).
Roy, Sanjit Kumar, Balaji, M. S. , Sadeque, Saalem, Nguyen, Bang & Melewar T. C. (2017). Constituents and consequences of smart customer experience in retailing. Technological Forecasting and Social Change, Vol. 124, pp. 257-270. https://doi.org/10.1016/j.techfore.2016.09.022 (20.04.2018).
rpc (2018). THE RETAIL PERFORMANCE COMPANY BRANDBOOK. The Retail Performance Company GmbH. (25.03.2018).
Saunders, Mark, Lewis, Philip & Thornhill, Adrian (2009). Research Methods for Business Students, 5th edition. Harlow: Pearson Education Limited.
Schallmo, Daniel, Williams, Christopher A. & Boardman, Luke (2017). DIGITAL TRANSFORMATION OF BUSINESS MODELS - BEST PRACTICE, ENABLERS, AND ROADMAP. International Journal of Innovation Management, Vol. 21, Issue 8, pp. 1-17. https://doi.org/10.1142/S136391961740014X (21.02.2018).
Sit, Jason Kokho, Hoang, Anna & Inversini, Alessandro (2018). Showrooming and retail opportunities: A qualitative investigation via a consumer-experience lens. Journal of Retailing and Consumer Services, Vol. 40, pp. 163-174. https://doi.org/10.1016/j.jretconser.2017.10.004 (22.01.2018).
Snow, Charles C., Fjeldstad, Øystein Devik & Langer, Arthur M. (2017). Designing the digital organization. Journal of Organization Design, Vol. 6, Issue 7, pp. 1-13. https://doi.org/10.1186/s41469-017-0017-y (20.01.2018).
Solomon, M. R. (2013). Consumer Behaviour: Buying, Having, and Being. Boston, Mass. London: Pearson Education.
Statista (2018). E-commerce share of total global retail sales from 2015 to 2021. https://www.statista.com/statistics/534123/e-commerce-share-of-retail-sales-worldwide/ (25.04.2018).
Statista (2018). Number of internet users worldwide from 2005 to 2017 (in millions). https://www.statista.com/statistics/273018/number-of-internet-users-worldwide/ (25.04.2018).
Statista (2018). Total retail sales worldwide from 2015 to 2020 (in trillion U.S. dollars). https://www.statista.com/statistics/443522/global-retail-sales/ (
Syam, Niladri & Sharma, Arun (2018). Waiting for a sales renaissance in the fourth industrial revolution: Machine learning and artificial intelligence in sales research and practice. Industrial Marketing Management, Vol. 69, pp. 135-146. https://doi.org/10.1016/j.indmarman.2017.12.019 (05.02.2018).
Taylor, Emmeline (2016). Mobile payment technologies in retail: a review of potential benefits and risks. International Journal of Retail & Distribution Management, Vol. 44 Issue 2, pp. 159-177. https:// doi.org/10.1108/IJRDM-05-2015-0065 (26.01.2018).
Terblanche, Nic S. (2018). Revisiting the supermarket in-store customer shopping experience. Journal of Retailing and Consumer Services, Vol. 40, pp. 48-59. https://doi.org/10.1016/j.jretconser.2017.09.004 (22.02.2018).
Tracy, A. John (2). How to Read a Financial Report: Wringing Vital Signs Out of the Numbers, 6th Edition, New Jersey: John Wiley & Sons, Inc. https://books.google.de/books?id=Xzd3-NojmkgC&printsec=frontcover&dq=definition+OPEX&hl=en&sa=X&ved=0ahUKEwjN0dKgoKbbAhWtx6YKHc90DkgQ6AEINTAC#v=onepage&q&f=false (25.04.2018).
Triantafillidou, Amalia, Siomkos, George & Papafilippaki, Eirini (2017). The effects of retail store characteristics on in-store leisure shopping experience. International Journal of Retail & Distribution Management, Vol. 45, Issue 10, pp. 1034-1060. https://doi.org/10.1108/IJRDM-07-2016-0121 (15.04.2018).
Van Kerrebroeck, Helena, Brengman, Malaika & Willems, Kim (2017). Escaping the crowd: An experimental study on the impact of a Virtual Reality experience in a shopping mall. Computers in Human Behavior, Vol. 77, pp. 437-450. https://doi.org/10.1016/j.chb.2017.07.019 (25.03.2018).
Verhoef, Peter C., Kannan, P.K. & Inman J. Jeffrey (2015). From Multi-Channel Retailing to Omni-Channel Retailing Introduction to the Special Issue on Multi-Channel Retailing. Journal of Retailing, Vol. 91, Issue 2, pp. 174-181. https://doi.org/10.1016/j.jretai.2015.02.005 (22.01.2018).
Vrontis, Demetris, Thrassou, Alkis & Amirkhanpour, Monaliz (2017). B2C smart retailing: A consumer-focused value-based analysis of interactions and synergies. Technological Forecasting and Social Change, Vol. 124, pp. 271-282. https://doi.org/10.1016/j.techfore.2016.10.064 (25.03.2018).
Wang, Cong, Zheng, Yifeng, Jiang, Jinghua & Ren, Kui (2018). Toward Privacy-Preserving Personalized Recommendation Services. Engineering, Vol. 4, Issue 1, pp. 21-28. https://doi.org/10.1016/j.eng.2018.02.005 (22.04.2018).
Wei, Tan & Yuan, Liu (2018). The Transfer of Weight of the Digital Technology in the Creation of Contemporary Sculpture. Procedia Computer Science, Vol. 131, pp. 585-590. https://doi.org/10.1016/j.procs.2018.04.300 (18.05. 2018).
Wiggers, Peter, Kok, Henk & de Boer-de Wit, Maritha (2004). IT Performance Management. New York: Butterworth-Heinemann. https://books.google.de/books?id=1IUABAAAQBAJ&pg=PA70&dq=wiggers+it+performance+TCO&hl=en&sa=X&ved=0ahUKEwi6tsyY7arbAhVGY1AKHenWDFcQ6AEILDAA#v=onepage&q=wiggers%20it%20performance%20TCO&f=false (24.04.2018)
Willems, Kim, Smolders, Annelien, Brengman, Malaika, Luyten, Kris & Schöning, Johannes (2017). The path-to-purchase is paved with digital opportunities: An inventory of shopper-oriented retail technologies. Technological Forecasting and Social Change, Vol. 124, pp. 228-242. https://doi.org/10.1016/j.techfore.2016.10.066 (22.02.2018).
Wlömert, Nils & Papies, Dominik (2016). On-demand streaming services and music industry revenues — Insights from Spotify's market entry. International Journal of Research in Marketing, Vol. 33, Issue 2, pp. 314-327. https://doi.org/10.1016/j.ijresmar.2015.11.002 (30.04.2018).
Yin, Robert K. (2009). Case Study Research: Design and Methods, 4th Edition. Washington DC: Sage Inc.
Z_Punkt (2018). UNDERSTANDING THE DYNAMICS OF GLOBAL CHANGE. http://www.z-punkt.de/uploads/files/566/web1_zp_megatrends_a5.pdf (19.05.2018).
Zukunftsinstitut (2018). Megatrend Glossar. http://www.zukunftsinstitut.de/artikel/mtglossar/ (03.05.2018).