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Towards a taxonomy of design options for augmented reality-based remote service business models Cover

Towards a taxonomy of design options for augmented reality-based remote service business models

Open Access
|Jul 2024

References

  1. Al-Debei, M. M., &amp; Avison, D. (2010). Developing a unified framework of the business model concept. <em>European Journal of Information Systems</em>, <em>19</em>(3), 359-376. doi: <a href="https://doi.org/10.1057/ejis.2010.21" target="_blank" rel="noopener noreferrer" class="text-signal-blue hover:underline">10.1057/ejis.2010.21</a>
  2. Alt, R., &amp; Zimmermann, H.-D. (2001). Introduction to Special Section - Business Models. <em>Electronic Markets</em>, <em>11</em>(1), 3-9. doi: <a href="https://doi.org/10.1080/713765630" target="_blank" rel="noopener noreferrer" class="text-signal-blue hover:underline">10.1080/713765630</a>
  3. Aromaa, S., Väätänen, A., Aaltonen, I., &amp; Heimonen, T. (2015). A model for gathering and sharing knowledge in maintenance work. <em>Proceedings of the 33rd Annual Conference of the European Association of Cognitive Ergonomics</em>, Warsaw, Poland, 1-3 July, 1-8.
  4. Aschenbrenner, D., Leutert, F., Çençen, A., Verlinden, J., Schilling, K., Latoschik, M., &amp; Lukosch, S. (2019). Comparing human factors for augmented reality supported single-user and collaborative repair operations of industrial robots. <em>Frontiers Robotics AI</em>, <em>6</em>(37). doi: <a href="https://doi.org/10.3389/frobt.2019.00037" target="_blank" rel="noopener noreferrer" class="text-signal-blue hover:underline">10.3389/frobt.2019.00037</a>
  5. Baden-Fuller, C., &amp; Morgan, M. S. (2010). Business Models as Models. <em>Long Range Planning</em>, <em>43</em>(2-3), 156-171. doi: <a href="https://doi.org/10.1016/j.lrp.2010.02.005" target="_blank" rel="noopener noreferrer" class="text-signal-blue hover:underline">10.1016/j.lrp.2010.02.005</a>
  6. Beinke, J. H., Teuteberg, F., &amp; Ngoc, D. N. (2018). Towards a Business Model Taxonomy of Startups in the Finance Sector using Blockchain. <em>Proceedings of the 39th International Conference on Information Systems - Bridging the Internet of People, Data, and Things, ICIC 2018</em>, San Francisco, CA, USA, December 13-16, Association for Information Systems.
  7. Bock, M., &amp; Wiener, M. (2017). Towards a Taxonomy of Digital Buisness Models - Conceptual Dimensions and Empirical Illustrations. <em>Proceedings of the 38th International Conference on Information Systems, International Conference on Information Systems (ICIS)</em>, South Korea.
  8. Breitkreuz, D., Müller, M., Stegelmeyer, D., &amp; Mishra, R. (2022). Augmented Reality Remote Maintenance in Industry: A Systematic Literature Review. <em>Lecture Notes in Computer Science (LNCS), 1st International Conference on eXtended Reality (XR SALENTO 2022)</em>, Salento, Italy, July 6-8. Cham: Springer, 287-304. doi: <a href="https://doi.org/10.1007/978-3-031-15553-6" target="_blank" rel="noopener noreferrer" class="text-signal-blue hover:underline">10.1007/978-3-031-15553-6</a>
  9. Brockmann, T., Krueger, N., Stieglitz, S., &amp; Bohlsen, I. (2013). A framework for collaborative augmented reality applications. <em>Proceedings of the Nineteenth Americas Conference on Information Systems</em>, Chicago, Illinois, August 14-17.
  10. Dini, G., &amp; Mura, M. D. (2015). Application of Augmented Reality Techniques in Through-life Engineering Services. <em>Procedia CIRP</em>, <em>38</em>, 14-23. doi: <a href="https://doi.org/10.1016/j.procir.2015.07.044" target="_blank" rel="noopener noreferrer" class="text-signal-blue hover:underline">10.1016/j.procir.2015.07.044</a>
  11. Egger, J., &amp; Masood, T. (2020). Augmented reality in support of intelligent manufacturing – A systematic literature review. <em>Computers &amp; Industrial Engineering</em>, <em>140</em>, 106195. doi: <a href="https://doi.org/10.1016/j.cie.2019.106195" target="_blank" rel="noopener noreferrer" class="text-signal-blue hover:underline">10.1016/j.cie.2019.106195</a>
  12. Eickhoff, M., Muntermann, J., &amp; Weinrich, T. (2017). What do FinTechs actually do? A Taxonomy of FinTech Business Models. <em>Proceedings of the 38th International Conference on Information Systems, International Conference on Information Systems (ICIS)</em>, South Korea.
  13. El Sawy, O. A., &amp; Pereira, F. (2013). VISOR: A Unified Framework for Business Modeling in the Evolving Digital Space. <em>Business Modelling in the Dynamic Digital Space.</em> Heidelberg, New York, Dordrecht, London: Springer.
  14. Ertz, M., Leblanc-Proulx, S., Sarigöllü, E., &amp; Morin, V. (2019). Made to break? A taxonomy of business models on product lifetime extension. <em>Journal of Cleaner Production</em>, <em>234</em>, 867-880. doi: <a href="https://doi.org/10.1016/j.jclepro.2019.06.264" target="_blank" rel="noopener noreferrer" class="text-signal-blue hover:underline">10.1016/j.jclepro.2019.06.264</a>
  15. Fernández del Amo, I., Erkoyuncu, J.A., Roy, R., Palmarini, R., &amp; Onoufriou, D. (2018). A systematic review of Augmented Reality content-related techniques for knowledge transfer in maintenance applications. <em>Computers in Industry</em>, <em>103</em>, 47-71. doi: <a href="https://doi.org/10.1016/j.compind.2018.08.007" target="_blank" rel="noopener noreferrer" class="text-signal-blue hover:underline">10.1016/j.compind.2018.08.007</a>
  16. Fraga-Lamas, P., Fernandez-Carames, T. M., Blanco-Novoa, O., &amp; Vilar-Montesinos, M. A. (2018). A Review on Industrial Augmented Reality Systems for the Industry 4.0 Shipyard. <em>IEEE Access</em>, <em>6</em>, 13358-13375. doi: <a href="https://doi.org/10.1109/ACCESS.2018.2808326" target="_blank" rel="noopener noreferrer" class="text-signal-blue hover:underline">10.1109/ACCESS.2018.2808326</a>
  17. Glass, R. L., &amp; Vessey, I. (1995). Contemporary application-domain taxonomies. <em>IEEE Software</em>, <em>12</em>(4), 63-76. doi: <a href="https://doi.org/10.1109/52.391837" target="_blank" rel="noopener noreferrer" class="text-signal-blue hover:underline">10.1109/52.391837</a>
  18. Groth, P., &amp; Christian, N. (2015). Constructing a Business Model Taxonomy: Using statistical tools to generate a valid and reliable business model taxonomy. <em>Journal of Business Models</em>, <em>3</em>(1), 4-21. doi: <a href="https://doi.org/10.5278/ojs.jbm." target="_blank" rel="noopener noreferrer" class="text-signal-blue hover:underline">10.5278/ojs.jbm.</a> v3i1.1211
  19. Grothus, A., Thesing, T., &amp; Feldmann, C. (2021). <em>Digitale Gesch</em><em>ä</em><em>ftsmodell-Innovation mit Augmented Reality und Virtual Reality: Erfolgreich f</em><em>ü</em><em>r die Industrie entwickeln und umsetzen</em>. Berlin, Germany: Springer Gabler.
  20. Gruia, L.-A., Bibu, N., Nastase, M., Roja, A., &amp; Cristache, N. (2020). Approaches to Digitalization within Organizations. <em>Review of International Comparative Management</em>, <em>21</em>(3), 287-297. doi: <a href="https://doi.org/10.24818/RMCI.2020.3.287" target="_blank" rel="noopener noreferrer" class="text-signal-blue hover:underline">10.24818/RMCI.2020.3.287</a>
  21. Haas, P., Blohm, I., &amp; Leimeister, J. M. (2014). An Empirical Taxonomy of Crowdfunding Intermediaries. <em>Proceedings of the 35th International Conference on Information Systems - Building a Better World through Information Systems, ICIS 2014</em>, Auckland, New Zealand, December 14-17: Association for Information Systems.
  22. Hadar, E., Shtok, J., Cohen, B., Tzur, Y., Karlinsky, L., Franch X., Wieringa R., Ralyte J., Matulevicius R., &amp; Salinesi C. (2017). Hybrid remote expert – An emerging pattern of industrial remote support. <em>CEUR Workshop Proceedings</em>, <em>1848</em>.
  23. Hartmann, P. M., Zaki, M., Feldmann, N., &amp; Neely, A. (2014). <em>Big Data for Big Business? A Taxonomy of Data-driven Business Models used by Start-up Firms: Working paper</em>.
  24. Hugues, O., Fuchs, P., &amp; Nannipieri, O. (2011). New Augmented Reality Taxonomy: Technologies and Features of Augmented Environment. In: B. Furht (Ed.), <em>Handbook of Augmented Reality</em> (pp. 47–63). New York: Springer.
  25. Labes, S., Erek, K., &amp; Zarnekow, R. (2013). Common Patterns of Cloud Business Models. <em>Proceedings of the Nineteenth Americas Conference on Information Systems, Nineteenth Americas Conference on Information Systems</em>, Chicago, Illinois, August 15-17.
  26. Lambert, S. (2015). <em>Do we Need a “</em><em>Real</em><em>” Taxonomy of e-Business Models?</em>
  27. Lambert, S. (2015). The Importance of Classification to Business Model Research. <em>Journal of Business Models</em>, <em>3</em>(1), 49-61. doi: <a href="https://doi.org/10.5278/OJS.JBM.V3I1.1045" target="_blank" rel="noopener noreferrer" class="text-signal-blue hover:underline">10.5278/OJS.JBM.V3I1.1045</a>
  28. Marques, B., Ferreira, C., Silva, S., Dias, P., &amp; Santos Sousa, B. (2023). Is social presence (alone) a general predictor for good remote collaboration? comparing video and augmented reality guidance in maintenance procedures. <em>Virtual Reality</em>. doi: <a href="https://doi.org/10.1007/s10055-023-00770-7" target="_blank" rel="noopener noreferrer" class="text-signal-blue hover:underline">10.1007/s10055-023-00770-7</a>
  29. Marques, B., Silva, S. S., Alves, J., Araujo, T., Dias, P. M., &amp; Sousa Santos, B. (2021). A Conceptual Model and Taxonomy for Collaborative Augmented Reality. <em>IEEE Transactions on Visualization and Computer Graphics</em>, <em>28</em>(12), 5113-5133. doi: <a href="https://doi.org/10.1109/TVCG.2021.3101545" target="_blank" rel="noopener noreferrer" class="text-signal-blue hover:underline">10.1109/TVCG.2021.3101545</a>
  30. Marques, B., Silva, S., Alves, J., Rocha, A., Dias, P., &amp; Santos, B. S. (2022). Remote collaboration in maintenance contexts using augmented reality: insights from a participatory process. <em>International Journal on Interactive Design and Manufacturing</em>, <em>16</em>(1), 419-438. doi: <a href="https://doi.org/10.1007/s12008-021-00798-6" target="_blank" rel="noopener noreferrer" class="text-signal-blue hover:underline">10.1007/s12008-021-00798-6</a>
  31. Mayring, P. (2015). <em>Qualitative Inhaltsanalyse: Grundlagen und Techniken</em>. 12th edn. Weinheim: Beltz.
  32. Mengelkamp, E., Schlund, D., &amp; Weinhardt, C. (2019). Development and real-world application of a taxonomy for business models in local energy markets. <em>Applied Energy</em>, <em>256</em>, 113913. doi: <a href="https://doi.org/10.1016/j.apenergy.2019.113913" target="_blank" rel="noopener noreferrer" class="text-signal-blue hover:underline">10.1016/j.apenergy.2019.113913</a>
  33. Möller, F., Bauhaus, H., Hoffmann, C., Niess, C., &amp; Otto, B. (2019). Archetypes of digital business models in logistics start-ups. <em>Proceedings of the 27th European Conference on Information Systems, European Conference on Information Systems</em>, Stockholm &amp; Uppsala, Schweden, June 8-14.
  34. Möller, F., Stachon, M., Hoffmann, C., Bauhaus, H., &amp; Otto, B. (2020). Data-driven Business Models in Logistics: A Taxonomy of Optimization and Visibility Services. <em>Proceedings of the 53rd Hawaii International Conference on System Sciences</em>. doi: <a href="https://doi.org/10.24251/HICSS.2020.661" target="_blank" rel="noopener noreferrer" class="text-signal-blue hover:underline">10.24251/HICSS.2020.661</a>
  35. Morris, M., Schindehutte, M., &amp; Allen, J. (2005). The entrepreneur‘s business model: Toward a unified perspective. <em>Journal of Business Research</em>, <em>58</em>(6), 726-735. doi: <a href="https://doi.org/10.1016/j.jbusres.2003.11.001" target="_blank" rel="noopener noreferrer" class="text-signal-blue hover:underline">10.1016/j.jbusres.2003.11.001</a>
  36. Mourtzis, D., Zogopoulos, V., &amp; Vlachou, E. (2017). Augmented Reality Application to Support Remote Maintenance as a Service in the Robotics Industry. <em>Procedia CIRP</em>, <em>63</em>, 46-51. doi: <a href="https://doi.org/10.1016/j.procir.2017.03.154" target="_blank" rel="noopener noreferrer" class="text-signal-blue hover:underline">10.1016/j.procir.2017.03.154</a>
  37. Müller, M., Stegelmeyer, D., &amp; Mishra, R. (2018). Investigations on augmented reality based maintenance practices within SMEs. <em>Proceedings of the 31st International Congress and Exhibition on Condition Monitoring and Diagnostic Engineering Management: COMADEM 2018, 31st International Congress and Exhibition on Condition Monitoring and Diagnostic Engineering Management</em>, Sun City, Rustenburg, South Africa, 2-5 July 2018. North-West University, 173-180.
  38. Nee, A., Ong, S. K., Chryssolouris, G., &amp; Mourtzis, D. (2012). Augmented reality applications in design and manufacturing. <em>CIRP Annals - Manufacturing Technology</em>, <em>61</em>(2), 657-679. doi: <a href="https://doi.org/10.1016/j.cirp.2012.05.010" target="_blank" rel="noopener noreferrer" class="text-signal-blue hover:underline">10.1016/j.cirp.2012.05.010</a>
  39. Nickerson, R. C., Remane, G., Hanelt, A., Tesch, J. F., &amp; Kolbe, L. M. (2017). Design Options for Car-sharing Business Models. In: H. Proff &amp; T. M. Fojcik (Eds.), <em>Innovative Produkte und Dienstleistungen in der Mobilit</em><em>ä</em><em>t [Innovative products and services in mobility]: Technische und betriebswirtschaftliche Aspekte</em> (pp. 347–362). Wiesbaden: Springer Fachmedien Wiesbaden.
  40. Nickerson, R. C., Varshney, U., &amp; Muntermann, J. (2013). A method for taxonomy development and its application in information systems. <em>European Journal of Information Systems</em>, <em>22</em>(3), 336-359. doi: <a href="https://doi.org/10.1057/ejis.2012.26" target="_blank" rel="noopener noreferrer" class="text-signal-blue hover:underline">10.1057/ejis.2012.26</a>
  41. Niemöller, C., Schomaker, T., &amp; Thomas, O. (2018). Einsatz von Smart Glasses in Unternehmen – Analyse und Gestaltung von Geschäftsmodellen. In: O. Thomas, D. Metzger, &amp; H. Niegemann (Eds.), <em>Digitalisierung in der Aus- und Weiterbildung: Virtual und Augmented Reality f</em><em>ü</em><em>r Industrie 4.0</em> (pp. 170–181). Berlin, Heidelberg: Springer Berlin Heidelberg.
  42. Obermair, F., Althaler, J., Seiler, U., Zeilinger, P., Lechner, A., Pfaffeneder, L., Richter, M., &amp; Wolfartsberger, J. (2020). Maintenance with Augmented Reality Remote Support in Comparison to Paper-Based Instructions: Experiment and Analysis. <em>2020 IEEE 7th International Conference on Industrial Engineering and Applications, ICIEA 2020</em> (942-947). doi: <a href="https://doi.org/10.1109/ICIEA49774.2020.9102078" target="_blank" rel="noopener noreferrer" class="text-signal-blue hover:underline">10.1109/ICIEA49774.2020.9102078</a>
  43. Ohlig, S., Stegelmeyer, D., Mishra, R., &amp; Müller, M. (2020). Exploring the Impacts of Using Mobile Collaborative Augmented Reality on the Field Service Business Model of Capital Goods Manufacturing Companies. In: A. Ball, L. Gelman &amp; B. K. N. Rao (Eds.), <em>Advances in Asset Management and Condition Monitoring. Smart Innovation, Systems and Technologies</em> (pp. 473–484). Cham: Springer International Publishing.
  44. Osterwalder, A., &amp; Pigneur, Y. (2013). <em>Business model generation: A handbook for visionaries, game changers, and challengers</em>. New York: Wiley&amp;Sons.
  45. Palmarini, R., del Amo, I. F., Ariansyah, D., Erkoyuncu, J. A., &amp; Roy, R. (2023). Augmented Reality for Remote Assistance (ARRA). In: A. Y. C. Nee &amp; S. K. Ong (Eds.), <em>Springer Handbook of Augmented Reality.</em> (Springer Handbooks) (pp. 669–685). Cham: Springer International Publishing; Imprint Springer.
  46. Palmarini, R., Erkoyuncu, J. A., Roy, R., &amp; Torabmostaedi, H. (2018). A systematic review of augmented reality applications in maintenance. <em>Robotics and Computer-Integrated Manufacturing</em>, <em>49</em>, 215-228.
  47. Perscheid, G., Ostern, N., &amp; Moormann, J. (2020). Towards a taxonomy of decentralized platform-based business models. <em>Proceedings of the 28th European Conference on Information Systems (ECIS), Twenty-Eigth European Conference on Information Systems (ECIS2020)</em>, Marrakech, Morocco, June 15-17.
  48. Porcelli, I., Rapaccini, M., Espíndola, D. B., &amp; Pereira, C. E. (2013). Innovating Product-Service Systems Through Augmented Reality: a Selection Model. In: Y. Shimomura &amp; K. Kimita (Eds.), <em>The Philosopher</em><em>‘</em><em>s Stone for Sustainability</em> (pp. 137–142). Berlin, Heidelberg: Springer Berlin Heidelberg.
  49. Porter, M. E., &amp; Heppelmann, J. E. (2017). Why Every Organization Needs an Augmented Reality Strategy. <em>Harvard Business Review</em>, <em>95</em>(6), 46-57.
  50. Rapaccini, M., Porcelli, I., Espíndola, D. B., &amp; Pereira, C. E. (2014). Evaluating the use of mobile collaborative augmented reality within field service networks: the case of Océ Italia – Canon Group. <em>Production &amp; Manufacturing Research</em>, <em>2</em>(1), 738. doi: <a href="https://doi.org/10.1080/21" target="_blank" rel="noopener noreferrer" class="text-signal-blue hover:underline">10.1080/21</a> 693277.2014.943430
  51. Röltgen, D., Wortmann, F., Grote, E.-M., &amp; Dumitrescu, R. (2019). Designing Business Models for Augmented Reality. <em>Proceedings of the 28th International Conference for the International Association of Management of Technology (IAMOT)</em>, 630-646.
  52. Si2 Partners. (2018). <em>Augmented Reality in Service: Ready for Prime Time? Management Report 2018</em>. Retrieved from <ext-link ext-link-type="uri" xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="https://si2partners.com/augmented-reality-service-ready-prime-time/">https://si2partners.com/augmented-reality-service-ready-prime-time/</ext-link>
  53. Soh, L., Burke, J., &amp; Zhang, L. (2018). Supporting augmented reality: Looking beyond performance. <em>VR/AR Network 2018 – Proceedings of the 2018 Morning Workshop on Virtual Reality and Augmented Reality Network, Part of SIGCOMM 2018, 2nd ACM SIGCOMM Workshop on Virtual Reality and Augmented Reality Network</em>, Budapest, 24. August, 7-12. doi: <a href="https://doi.org/10.1145/3229625.3229627" target="_blank" rel="noopener noreferrer" class="text-signal-blue hover:underline">10.1145/3229625.3229627</a>
  54. Tönnissen, S., Beinke, J. H., &amp; Teuteberg, F. (2020). Understanding token-based ecosystems – a taxonomy of blockchain-based business models of start-ups. <em>Electronic Markets</em>, <em>30</em>, 307-323. doi: <a href="https://doi.org/10.1007/s12525-020-00396-6" target="_blank" rel="noopener noreferrer" class="text-signal-blue hover:underline">10.1007/s12525-020-00396-6</a>
  55. Urbinati, A., Chiaroni, D., &amp; Chiesa, V. (2017). Towards a new taxonomy of circular economy business models. <em>Journal of Cleaner Production</em>, <em>168</em>, 487-498. doi: <a href="https://doi.org/10.1016/j.jclepro.2017.09.047" target="_blank" rel="noopener noreferrer" class="text-signal-blue hover:underline">10.1016/j.jclepro.2017.09.047</a>
  56. van Kleef, N., Noltes, J., &amp; van der Spoel, S. (2010). <em>Success factors for augmented reality business models.</em> University of Twente.
  57. Wang, P., Bai, X., Billinghurst, M., Zhang, S., Zhang, X., Wang, S., He, W., Yan, Y., &amp; Ji, H. (2021). AR/MR Remote Collaboration on Physical Tasks: A Review. <em>Robotics and Computer-Integrated Manufacturing</em>, <em>72</em>, 102071. doi: <a href="https://doi.org/10.1016/j.rcim.2020.102071" target="_blank" rel="noopener noreferrer" class="text-signal-blue hover:underline">10.1016/j.rcim.2020.102071</a>
  58. Weking, J., Mandalenakis, M., Hein, A., Hermes, S., Böhm, M., &amp; Krcmar, H. (2019). The impact of block-chain technology on business models – a taxonomy and archetypal patterns. <em>Electronic Markets</em>, 1-21. doi: <a href="https://doi.org/10.1007/s12525-019-00386-3" target="_blank" rel="noopener noreferrer" class="text-signal-blue hover:underline">10.1007/s12525-019-00386-3</a>
  59. Zott, C., Amit, R., &amp; Massa, L. (2011). The Business Model: Recent Developments and Future Research. <em>Journal of Management</em>, <em>37</em>(4), 1019-1042. doi: <a href="https://doi.org/10.1177/0149206311406265" target="_blank" rel="noopener noreferrer" class="text-signal-blue hover:underline">10.1177/0149206311406265</a>
DOI: https://doi.org/10.2478/emj-2024-0018 | Journal eISSN: 2543-912X | Journal ISSN: 2543-6597
Language: English
Page range: 128 - 147
Submitted on: Aug 1, 2023
Accepted on: Mar 15, 2024
Published on: Jul 18, 2024
Published by: Bialystok University of Technology
In partnership with: Paradigm Publishing Services
Publication frequency: 4 times per year

© 2024 Stefan Ohlig, David Breitkreuz, Aliyu Aliyu, Rakesh Mishra, Dirk Stegelmeyer, published by Bialystok University of Technology
This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 License.