簡易檢索 / 詳目顯示

研究生: Barbara Kristin Trefzer
Barbara Kristin Trefzer
論文名稱: 製造業以訂閱式商業模式提供附加數位服務的關鍵成功因素
Recommendations for the implementation of successful subscription business models for additionally provided digital services in the manufacturing industry
指導教授: 林希偉
Shi-Woei Lin
口試委員: 王孔政
Kung-Jeng Wang
楊朝龍
Chao-Lung Yang
學位類別: 碩士
Master
系所名稱: 管理學院 - 工業管理系
Department of Industrial Management
論文出版年: 2023
畢業學年度: 111
語文別: 英文
論文頁數: 75
中文關鍵詞: Subscription business modelDigital ServicesManufacturing IndustrySuccess Factors
外文關鍵詞: Subscription business model, Digital Services, Manufacturing Industry, Successs Factors
相關次數: 點閱:238下載:6
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
  • 面臨新威脅與挑戰的製造業者,需要在競爭的同時創造差異化並確保新的收益來源,而其中一個關鍵作法就是提供額外的數位服務。雖然訂閱模式似乎特別適用於這些數位化服務,但這種商業模式與製造業慣常採用的「一次性銷售」業務有極大差異,當前的研究亦沒辦法提供重要指導原則,來協助製造業者成功透過訂閱式商業模式來提供附加的數位服務。

    因此,本研究的目標是確認製造業以訂閱商業模式提供附加數位服務的關鍵成功因素。研究中對已經參與同類型專案的專家進行兩輪定性訪談,其中第一輪的目的在確定此商業模式在施行時可能面對的挑戰和成功因素;在第二輪訪談中,則針對確定的因素進行更深入的評估,並收集更多資訊。

    本研究在三個不同面向提出貢獻。首先,我們具體地定義製造業者可能面臨的挑戰(含五個類別下的17個挑戰),這些挑戰阻礙了製造業者施行訂閱式商業模式來提供附加數位服務的可行性。在此基礎上,我們亦定義五個類別及其下的24項成功因素,透過具體操作化的詮釋,可以作為實務應用之指導,確保專案的成功。此外,本研究成果亦可作為未來研究的基礎,本研究目前所定義的成功因素是整個行業廣泛通用的,因此可以視為研究的一個起點,後續可在考量不同的情境條件下,為個別的行業或部門進一步定義其成功因素。


    Manufacturing companies are currently facing novel and threatening challenges. Therefore, it is relevant to ensure new opportunities for differentiation and new revenue streams. One way to do this is to offer additional digital services. Subscription models seem to be particularly suitable for the distribution of these offers. However, this business model is very different from the transactional "one-time-sale" business that is still mainly used in manufacturing companies and existing research lacks guidance on what to pay attention to in order to successfully implement subscription models for additionally offered digital services in the manufacturing industry.
    Therefore, the goal of this research was to define success factors for the implementation of subscription models for additionally offered digital services. To achieve this, two rounds of qualitative interviews were conducted with experts who had already been involved in the aforementioned projects. The first round served to identify the challenges and associated success factors. In the second round, the factors identified were evaluated and additional information was gathered.
    As a result, this work provides three contributions. Challenges could be defined (5 categories, 17 identified challenges), which prevent manufacturing companies from successfully implementing the described model. Based on this, success factors could be defined (5 categories, 24 identified success factors), which together with listed sub-factors and further elaboration can be used as guidance to ensure success in the described projects. Furthermore, this work serves as a basis for future research, as the defined success factors are extensively defined for the whole industry and serve as a starting point to define further success factors for specific use cases in individual industry sectors. Furthermore, this work provides the basis to develop detailed recommendations for action for individual success factors.

    ACKNOWLEDGEMENTS IV 摘要 V ABSTRACT VI TABLE OF CONTENTS VII LIST OF FIGURES IX LIST OF TABLES X LIST OF ABBREVIATIONS X 1. INTRODUCTION 1 1.1. MOTIVATION 1 1.2. PROBLEM AND RESEARCH QUESTIONS 2 1.3. GOAL AND SCOPE OF THE THESIS 3 1.4. STRUCTURE OF THE THESIS 4 2. THEORETICAL FOUNDATION 6 2.1. MANUFACTURING INDUSTRY 6 2.2. SERVITIZATION AND ADDITIONALLY PROVIDED DIGITAL SERVICES IN THE MANUFACTURING INDUSTRY 6 2.3. SUBSCRIPTION-BASED BUSINESS MODELS 8 3. RELATED WORK 12 3.1. APPROACH OF SYSTEMATIC LITERATURE REVIEW 12 3.2. RELATED WORK 15 4. METHODS 18 4.1. OVERVIEW ABOUT RESEARCH DESIGN 18 4.2. INTERVIEWS 19 4.2.1. INTERVIEW SAMPLE 19 4.2.2. INTERVIEW DESIGN 20 4.2.3. INTERVIEW PREPARATION 21 4.2.4. INTERVIEW PROCEDURE 23 4.3. DATA ANALYSIS 24 5. FINDINGS 27 5.1. CHALLENGES 27 5.1.1. C01: LACK OF CLEAR STRATEGY 28 5.1.2. C02: DIFFICULTIES IN BUSINESS MODEL DEFINITION 29 5.1.3. C03: ORGANIZATION, PROCESSES, AND MINDSET 33 5.1.4. C04: GENERAL UNCERTAINTIES 38 5.1.5. C05: ADDITIONAL CHALLENGES DUE TO DIFFERENCES BETWEEN B2B AND B2C 39 5.1.6. SUMMARY 40 5.2. SUCCESS FACTORS AND RECOMMENDATIONS 41 5.2.1. SF01: CUSTOMER CENTRICITY IN ALL ASPECTS 42 5.2.2. SF02: SUITABLE AND CLEAR DEFINITION OF STRATEGY 43 5.2.3. SF03: BUSINESS MODEL DEFINITION 45 5.2.4. SF04: CHANGES IN COMPANY ENVIRONMENT 49 5.2.5. SF05: SUITABLE ALLIANCES AND STRATEGIC PARTNERSHIPS 58 5.2.6. SUMMARY 59 5.3. FINDINGS IN CONTEXT 60 5.4. SUMMARY OF FINDINGS 61 6. EVALUATION RESULTS 63 7. DISCUSSION OF FINDINGS 69 7.1. FINDINGS IN CONTEXT OF RESEARCH QUESTIONS 69 7.2. LIMITATIONS AND CONTRIBUTION 69 7.3. FUTURE RESEARCH 71 8. CONCLUSION 73 REFERENCES VIII APPENDICES XVI

    Aagaard, A. (Ed.). (2019). Digital Business Models: Driving Transformation and Innovation (1st ed. 2019). Springer International Publishing : Imprint: Palgrave Macmillan. https://doi.org/10.1007/978-3-319-96902-2
    Arioli, V., Sala, R., Pirola, F., & Pezzotta, G. (2022). Subscription Business Models in the Manufacturing Field: Evidence from a Case Study. In D. Y. Kim, G. Von Cieminski, & D. Romero (Eds.), Advances in Production Management Systems. Smart Manufacturing and Logistics Systems: Turning Ideas into Action (Vol. 664, pp. 359–366). Springer Nature Switzerland. https://doi.org/10.1007/978-3-031-16411-8_42
    Becker, W., Eierle, B., Fliaster, A., Ivens, B. S., Leischnig, A., Pflaum, A., & Sucky, E. (Eds.). (2019). Geschäftsmodelle in der digitalen Welt: Strategien, Prozesse und Praxiserfahrungen (Korrigierte Publikation). Springer Gabler.
    Bhattacherjee, A. (2012). Social science research: Principles, methods, and practices (Second edition). Anol Bhattacherjee.
    Bonacchi, M., & Perego, P. (2019). Customer Analytics: Definitions, Measurement and Models. In M. Bonacchi & P. Perego, Customer Accounting (pp. 13–35). Springer International Publishing. https://doi.org/10.1007/978-3-030-01971-6_2
    Brecher, C., Jarke, M., Piller, F. T., Schuh, G., Becker, A., Brillowski, F., Christou, E., Koren, I., Kuhn, M., Lüttgens, D., Van Dyck, M., & Wiesch, M. (2022). Governance Structures in Next Generation Manufacturing. In F. T. Piller, V. Nitsch, D. Lüttgens, A. Mertens, S. Pütz, & M. Van Dyck (Eds.), Forecasting Next Generation Manufacturing (pp. 55–73). Springer International Publishing. https://doi.org/10.1007/978-3-031-07734-0_4
    Bundesministerium für Wirtschafts und Energie (BMWi). (2020). IIoT Value Chain Security- The Role of Trustworthiness. Berlin.
    Burger, M., Krüger, A., Burgmann, N., & Arlinghaus, J. (2022). Designing a Subscription Business Model for Industrial Goods: Distinctive Features and Industrial Subscription Ecosystems.
    Cambridge Dictionary. (2023a, May 17). Manufacturing Industry. https://dictionary.cambridge.org/dictionary/english/manufacturing-industry
    Cambridge Dictionary. (2023b, May 17). Service. https://dictionary.cambridge.org/dictionary/english/service
    Chao, K., Kiermaier, M., Roche, P., & Sane, N. (2017, December). Subscription myth busters: What it takes to shift to a recurring-revenue model for hardware and software. McKinsey Technology, Media and Telecommunications. https://www.mckinsey.com/industries/technology-media-and-telecommunications/our-insights/subscription-myth-busters
    Chaudhuri, R., Chatterjee, S., Ghosh, A., Vrontis, D., & Thrassou, A. (2022). Sustainable innovation for shared mobility: Contextual and consumer factors of an Indian car subscription business model. International Journal of Entrepreneurial Behavior & Research, ahead-of-print(ahead-of-print). https://doi.org/10.1108/IJEBR-01-2022-0090
    Choi, M., Moss, S., Nading, J., Reasor, E., & Remley, D. (2021, May). Sign up now: Creating consumer—And business—Value with subscriptions. McKinsey Growth, Marketing & Sales. https://www.mckinsey.com/capabilities/growth-marketing-and-sales/our-insights/sign-up-now-creating-consumer-and-business-value-with-subscriptions#/
    Cohan, P. S. (2017). Growth from Current or New Capabilities. In P. S. Cohan, Disciplined Growth Strategies (pp. 123–163). Apress. https://doi.org/10.1007/978-1-4842-2448-9_5
    Columbus, L. (2018). The State of the Subscription Economy. www.forbes.com/sites/ louiscolumbus/2018/03/04/the-state-of-the-subscription-economy-2018
    Cooper, H. M. (1988). Organizing knowledge syntheses: A taxonomy of literature reviews. Knowledge in Society, 1, 104, 104–126. https://doi.org/10.1007/BF03177550
    Daas, D., Hurkmans, T., Overbeek, S., & Bouwman, H. (2013). Developing a decision support system for business model design. Electronic Markets, 23(3), 251–265. https://doi.org/10.1007/s12525-012-0115-1
    De Waal, Weaver, Day, & Van Der Heijden. (2019). Silo-Busting: Overcoming the Greatest Threat to Organizational Performance. Sustainability, 11(23), 6860. https://doi.org/10.3390/su11236860
    Dempsey, D., & Kelliher, F. (2018). Revenue Models and Pricing Strategies in the B2B SaaS Market. In D. Dempsey & F. Kelliher, Industry Trends in Cloud Computing (pp. 45–82). Springer International Publishing. https://doi.org/10.1007/978-3-319-63994-9_4
    Dhebar, A. (2022). Preinstalled functionality as a service. Business Horizons, S0007681322001604. https://doi.org/10.1016/j.bushor.2022.12.004
    Ebi, M., Hille, M., Doelle, C., Riesener, M., & Schuh, G. (2019). Methodology for the risk and reward evaluation of industrial subscription models: Methodik zur Bewertung von Chancen und Risiken industrieller Subskriptionsmodelle. In J. P. Wulfsberg, W. Hintze, & B.-A. Behrens (Eds.), Production at the leading edge of technology (pp. 613–622). Springer Berlin Heidelberg. https://doi.org/10.1007/978-3-662-60417-5_61
    Enders, T., & Schüritz, R. (2020). Capturing the Value: How to Charge for Smart Services. In M. Maleshkova, N. Kühl, & P. Jussen (Eds.), Smart Service Management (pp. 75–88). Springer International Publishing. https://doi.org/10.1007/978-3-030-58182-4_7
    Favoretto, C., Mendes, G. H. S., Oliveira, M. G., Cauchick-Miguel, P. A., & Coreynen, W. (2022). From servitization to digital servitization: How digitalization transforms companies’ transition towards services. Industrial Marketing Management, 102, 104–121. https://doi.org/10.1016/j.indmarman.2022.01.003
    Foxen, D. (2015, June 2). Microsoft’s move to Subscription and SaaS. The ITAM Review. https://itassetmanagement.net/2015/06/02/microsofts-move-subscription-saas/
    Frank, A., Mendes, G., Benitez, G., & Ayala, N. (2022). Service customization in turbulent environments: Service business models and knowledge integration to create capability-based switching costs. Industrial Marketing Management, 100, 1–18. https://doi.org/10.1016/j.indmarman.2021.10.010
    Fritze, M., Marchand, A., Eisingerich, A., & Benkenstein, M. (2020). Access-Based Services as Substitutes for Material Possessions: The Role of Psychological Ownership. Journal of Service Research, 23, 109467052090769. https://doi.org/10.1177/1094670520907691
    Gale, N. K., Heath, G., Cameron, E., Rashid, S., & Redwood, S. (2013). Using the framework method for the analysis of qualitative data in multi-disciplinary health research. BMC Medical Research Methodology, 13(1), 117. https://doi.org/10.1186/1471-2288-13-117
    Gassmann, O., Frankenberger, K., & Choudury, M. (2013). Geschäftsmodelle entwickeln: 55 innovative Konzepte mit dem St. Galler Business Model Navigator. Hanser.
    Gebauer, H., Paiola, M., Saccani, N., & Rapaccini, M. (2021). Digital servitization: Crossing the perspectives of digitization and servitization. Industrial Marketing Management, 93, 382–388. https://doi.org/10.1016/j.indmarman.2020.05.011
    Goedkoop, M. J. (1999). Product Service systems, Ecological and Economic Basics.
    Hardman, T. (2019, January). Why Adobe Shifted to a Subscription Model. https://www.linkedin.com/pulse/why-adobe-shifted-subscription-model-travis-hardman/
    Heidelberger Druckmaschinen AG. (2023). Heidelberg Assistant | HEIDELBERG. https://www.heidelberg.com/global/de/services_and_consumables/digital_platforms/heidelberg_assistant/heidelberg_assistant_1.jsp
    Helo, P., Gunasekaran, A., & Rymaszewska, A. (2017). Pricing Decisions: From Ownership to Subscription. In P. Helo, A. Gunasekaran, & A. Rymaszewska, Designing and Managing Industrial Product-Service Systems (pp. 73–81). Springer International Publishing. https://doi.org/10.1007/978-3-319-40430-1_9
    Hildenbrand, K. (2006). Strategisches Dienstleistungsmanagement in produzierenden Unternehmen.
    Johnson, M. W. (2010). Seizing the white space: Business model innovation for growth and renewal. Boston, Mass. : Harvard Business Press.
    Jussen, P., Meinel, M., & Hosenfeldt, T. (2021). Digital Business Models for Industrial Suppliers—The Case of Schaeffler OPTIME. In K.-I. Voigt & J. M. Müller (Eds.), Digital Business Models in Industrial Ecosystems (pp. 71–85). Springer International Publishing. https://doi.org/10.1007/978-3-030-82003-9_5
    Kabadayi, S., Ali, F., Choi, H., Joosten, H., & Lu, C. (2019). Smart service experience in hospitality and tourism services: A conceptualization and future research agenda. Journal of Service Management, 30. https://doi.org/10.1108/JOSM-11-2018-0377
    Kanaya, T. (2019). An Investigation of the Critical Success Factors in Shifting from Product Sales to Subscription-Based Service in IT industry.
    Kenton, W. (2022, September). Manufacturing: Definition, Types, Examples, and Use as Indicator. Investopedia. https://www.investopedia.com/terms/m/manufacturing.asp
    Kerschbaumer, R. H., Foscht, T., & Eisingerich, A. B. (2022). Smart Services and the Rise of Access-based Subscription Models. In M. Bruhn & K. Hadwich (Eds.), Smart Services (pp. 179–205). Springer Fachmedien Wiesbaden. https://doi.org/10.1007/978-3-658-37346-7_6
    King, N., & Horrocks, C. (2010). Interviews in Qualitative Research.
    Kowalkowski, C., Gebauer, H., Kamp, B., & Parry, G. (2017). Servitization and deservitization: Overview, concepts, and definitions. Industrial Marketing Management, 60, 4–10. https://doi.org/10.1016/j.indmarman.2016.12.007
    Kuckartz, U., & Rädiker, S. (2022). Qualitative Inhaltsanalyse: Methoden, Praxis, Computerunterstützung: Grundlagentexte Methoden (5. Auflage). Beltz Juventa.
    Lah, T., & Wood, J. B. (2016). Technology-as-a-Service Playbook (1st ed.). Point B Inc.
    Lassnig, M., Stabauer, P., Breitfuß, G., & Müller, J. M. (2019). Erfolgreiche Konzepte und Handlungsempfehlungen für digitale Geschäftsmodellinnovationen. In S. Meinhardt & A. Pflaum (Eds.), Digitale Geschäftsmodelle – Band 1 (Vol. 1, pp. 201–219). Springer Fachmedien Wiesbaden. https://doi.org/10.1007/978-3-658-26314-0_12
    Lawson, S., Gleim, M., Perren, R., & Hwang, J. (2016). Freedom from ownership: An exploration of access-based consumption. Journal of Business Research, 69, 2615–2623. https://doi.org/10.1016/j.jbusres.2016.04.021
    Leiting, T., Schuh, G., Stich, V., & Frank, J. (2021). Pricing for Smart-Product-Service-Systems in Subscription Business Models for Production Industries. https://doi.org/10.15488/11271
    Li, B., & Kumar, S. (2022). Managing Software‐as‐a‐Service: Pricing and operations. Production and Operations Management, 31(6), 2588–2608. https://doi.org/10.1111/poms.13729
    Lindgardt, Z., Reeves, M., Stalk, Jr., G., & Deimler, M. (2012). Business Model Innovation: When the Game Gets Tough, Change the Game. In M. Deimler, R. Lesser, D. Rhodes, & J. Sinha (Eds.), Own the Future (1st ed., pp. 291–298). Wiley. https://doi.org/10.1002/9781119204084.ch40
    Liu, Y., Gützlaff, A., Cremer, S., Grbev, T., & Schuh, G. (2021). Design of Tailored Subscription Business Models – A Guide for Machinery and Equipment Manufacturers. In B.-A. Behrens, A. Brosius, W. Hintze, S. Ihlenfeldt, & J. P. Wulfsberg (Eds.), Production at the leading edge of technology (pp. 717–727). Springer Berlin Heidelberg. https://doi.org/10.1007/978-3-662-62138-7_72
    Losbichler, A., & Schatz, A. (2019). Usage—The Holy Grail of Digital Services. An Exploration of Factors influencing B2B Customers’ Usage of Digital Services. Lund University.
    McLellan, E., MacQueen, K. M., & Neidig, J. L. (2003). Beyond the Qualitative Interview: Data Preparation and Transcription. Field Methods, 15(1), 63–84. https://doi.org/10.1177/1525822X02239573
    Moser, B., Frank, J., & Faulhaber, M. (2019). Digital Business Models in the Manufacturing Industry: Status quo of the Industry. In Digitized Processes to Digital Business Models.
    Münch, C., Marx, E., Benz, L., Hartmann, E., & Matzner, M. (2022). Capabilities of digital servitization: Evidence from the socio-technical systems theory. Technological Forecasting and Social Change, 176, 121361. https://doi.org/10.1016/j.techfore.2021.121361
    Myers, M. D. (2009). Qualitative research in business & management. (pp. xii, 284). Sage Publications Ltd.
    Oelsner, T. (2021). Industrial Smart Services Facilitated by the Heidelberg Cloud. In T. Friedli, P. Osterrieder, & M. Classen (Eds.), Managing Industrial Services (pp. 147–158). Springer International Publishing. https://doi.org/10.1007/978-3-030-72728-4_12
    Oliva, R., & Kallenberg, R. (2003). Managing the transition from products to services. International Journal of Service Industry Management, 14(2), 160–172. https://doi.org/10.1108/09564230310474138
    Osterwalder, A., Pigneur, Y., & Tucci, C. (2010). Clarifying Business Models: Origins, Present, and Future of the Concept. Communications of AIS, 16. https://doi.org/10.17705/1CAIS.01601
    Recker, J. (2013). Scientific Research in Information Systems. Springer Berlin Heidelberg. https://doi.org/10.1007/978-3-642-30048-6
    Riesener, M., Doelle, C., Ebi, M., & Perau, S. (2020). Methodology for the implementation of subscription models in machinery and plant engineering. Procedia CIRP, 90, 730–735. https://doi.org/10.1016/j.procir.2020.01.131
    Rix, C., Schuh, G., Stich, V., & Holst, L. (2022). Breaking Transactional Sales: Towards an Acquisition Cycle in Subscription Business of Manufacturing Companies. In D. Y. Kim, G. Von Cieminski, & D. Romero (Eds.), Advances in Production Management Systems. Smart Manufacturing and Logistics Systems: Turning Ideas into Action (Vol. 664, pp. 283–293). Springer Nature Switzerland. https://doi.org/10.1007/978-3-031-16411-8_34
    Robert Bosch GmbH. (2023). Connectivity- Digital vernetzt eBiken. Bosch eBike Systems. https://www.bosch-ebike.com/de/rund-ums-ebike/connectivity
    Robson, C., & McCartan, K. (2017). Real World Research, 4th Edition.
    Rowley, J., & Slack, F. (2004). Conducting a literature review. Management Research News, 27(6), 31–39. https://doi.org/10.1108/01409170410784185
    Rubalcaba, L., & Gago, D. (2007). Innovation and ICT in service firms: Towards a multidimensional approach for impact assessment. Journal of Evolutionary Economics, 17, 25–44. https://doi.org/10.1007/s00191-006-0030-8
    Rubin, H., & Rubin, I. (2005). Qualitative Interviewing (2nd ed.): The Art of Hearing Data (2nd ed.). https://doi.org/10.4135/9781452226651
    Schaeffner, E. (2017). Industry X.0 (1st ed.). Kogan Page. https://www.perlego.com/book/1589408/industry-x0-realizing-digital-value-in-industrial-sectors-pdf
    Schellong, D., Sadek, P., Lang, N., & Miles. (2021, June 17). Will Car Subscriptions Revolutionize Auto Sales? BCG Global. https://www.bcg.com/publications/2021/how-car-subscriptions-impact-auto-sales
    Schuh, G., Frank, J., Holst, L., Müller, D., Leiting, T., & Bruhns, L. (2021). Digitalization as an Enabler of Subscription Business Models in the Manufacturing Industry. In K.-I. Voigt & J. M. Müller (Eds.), Digital Business Models in Industrial Ecosystems (pp. 49–70). Springer International Publishing. https://doi.org/10.1007/978-3-030-82003-9_4
    Schuh, G., Frank, J., Jussen, P., Rix, C., & Harland, T. (2019). Monetizing Industry 4.0: Design Principles for Subscription Business in the Manufacturing Industry. 2019 IEEE International Conference on Engineering, Technology and Innovation (ICE/ITMC), 1–9. https://doi.org/10.1109/ICE.2019.8792607
    Schuh, G., Gudergan, G., Thomassen, P., & Brenken, B. (2016). Strategisches Management industrieller Dienstleistungen. In G. Schuh, G. Gudergan, & A. Kampker (Eds.), Management industrieller Dienstleistungen (pp. 31–63). Springer Berlin Heidelberg. https://doi.org/10.1007/978-3-662-47256-9_3
    Schuh, G., Gutzlaff, A., Cremer, S., Lammersmann, J., & Liu, Y. (2020). Business Model and Organization – Interdependencies for Customer-Centric Continuous Innovation in Subscription Business. 2020 IEEE International Conference on Industrial Engineering and Engineering Management (IEEM), 260–264. https://doi.org/10.1109/IEEM45057.2020.9309897
    Schuh, G., Stich, V., Dolle, C., Ruschitzka, C., & Holper, C. (2022). Methodology for the Development of Value Propositions within Subscription Models. 2022 Portland International Conference on Management of Engineering and Technology (PICMET), 1–9. https://doi.org/10.23919/PICMET53225.2022.9882724
    Schuh, G., Stich, V., Hicking, J., Kaminski, L., Engländer, J., & Majchrzak, A. (2021). Identification of Cyber Security Risks in Subscription-based Business Models for Manufacturing Companies and Derivation of Suitable Measures. https://doi.org/10.15488/11246
    Schuh, G., Wenger, L., Stich, V., Hicking, J., & Gailus, J. (2020). Outcome Economy: Subscription Business Models in Machinery and Plant Engineering. Procedia CIRP, 93, 599–604. https://doi.org/10.1016/j.procir.2020.04.146
    Şimşek, T., Öner, M. A., Kunday, Ö., & Olcay, G. A. (2022). A journey towards a digital platform business model: A case study in a global tech-company. Technological Forecasting and Social Change, 175, 121372. https://doi.org/10.1016/j.techfore.2021.121372
    Smania, G. S., Arakaki, I. R. Y., Oliveira, A. F., Cauchick-Miguel, P. A., & Mendes, G. H. D. S. (2023). Car subscription services: Automakers’ shift towards servitized and sustainable business models. Sustainable Production and Consumption, 36, 184–193. https://doi.org/10.1016/j.spc.2022.12.024
    Stoppel, E., & Roth, S. (2015). Consequences of usage-based pricing in industrial markets. Journal of Revenue and Pricing Management, 14. https://doi.org/10.1057/rpm.2015.6
    Suryakala, B. (2019). Towards A Subscription Economy: Digital Transformation Journey of a Traditional Product-Based Company [University of Oslo]. https://www.duo.uio.no/bitstream/handle/10852/69664/Master-Thesis.pdf?sequence=1&isAllowed=n
    Torraco, R. J. (2005). Writing Integrative Literature Reviews: Guidelines and Examples. Human Resource Development Review, 4(3), 356–367. https://doi.org/10.1177/1534484305278283
    Tukker, A. (2004). Eight Types of Product-Service System: Eight Ways to Sustainability? Experiences from Suspronet. Business Strategy and the Environment 13: 246—260. Business Strategy and the Environment, 13, 246–260. https://doi.org/10.1002/bse.414
    Turner, D. (2014). Qualitative Interview Design: A Practical Guide for Novice Investigators. The Qualitative Report. https://doi.org/10.46743/2160-3715/2010.1178
    Tzuo, T. (2018). Subscribed: Why the subscription model will be your company’s future -- and what to do about it. Portfolio/Penguin.
    Ulaga, W., & Kowalkowski, C. (2022). Servitization: A State-of-the-Art Overview and Future Directions. In B. Edvardsson & B. Tronvoll (Eds.), The Palgrave Handbook of Service Management (pp. 169–200). Springer International Publishing. https://doi.org/10.1007/978-3-030-91828-6_10
    Vandermerwe, S., & Rada, J. (1988). Servitization of business: Adding value by adding services. European Management Journal, 6(4), 314–324. https://doi.org/10.1016/0263-2373(88)90033-3
    Veit, D., Clemons, E., Benlian, A., Buxmann, P., Hess, T., Kundisch, D., Leimeister, J. M., Loos, P., & Spann, M. (2014). Business Models: An Information Systems Research Agenda. Business & Information Systems Engineering, 6(1), 45–53. https://doi.org/10.1007/s12599-013-0308-y
    VERBI GmbH. (2023). Interviews transkribieren & analysieren mit MAXQDA. MAXQDA. https://www.maxqda.com/de/interview-transkription
    vom Brocke, J., Simons, A., Niehavens, B., & Reimer, K. (2009). RECONSTRUCTING THE GIANT: ON THE IMPORTANCE OF RIGOUR IN DOCUMENTING THE LITERATURE SEARCH PROCESS. ECIS 2009 Proceedings, Paper 161. http://aisel.aisnet.org/ecis2009/161
    Webster, J., & Watson, R. T. (2002). Guest Editorial: Analyzing the Past to Prepare for the Future: Writing a literature Review. MIS Quarterly, Vol. 26 No. 2, xiii–xxiii. https://doi.org/10.2307/4132319
    Weigel, S., & Hadwich, K. (2018). Success factors of service networks in the context of servitization – Development and verification of an impact model. Industrial Marketing Management, 74. https://doi.org/10.1016/j.indmarman.2018.06.002
    Widjaja, R. (2020, September 25). Focus: Subscription Economy—The Future of Business Models—CIGP. CIGP. https://cigp.com/insights/focus-subscription-economy-the-future-of-business-models
    Williams, K., Chatterjee, S., & Rossi, M. (2008). Design of emerging digital services: A taxonomy. European Journal of Information Systems, 17(5), 505–517. https://doi.org/10.1057/ejis.2008.38
    Zorn, T. E., & Campbell, N. (2006). Improving the writing of literature reviews through a literature integration exercise. https://doi.org/10.1177/1080569906287960
    Zuora. (2023). The Subscription Economy Index. https://www.zuora.com/wp-content/uploads/2023/03/Zuora_SEI_2023_Q2.pdf

    QR CODE