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Hentschel, and C. Leyh, \u201cCloud Computing: Status quo, aktuelle Entwicklungen und Herausforderungen,\u201d in Cloud Computing, S. Reinheimer, Ed. Wiesbaden, Germany: Springer, 2018, pp. 3\u201320. https:\/\/doi.org\/10.1007\/978-3-658-20967-4_1..","DOI":"10.1007\/978-3-658-20967-4_1"},{"key":"ref2","doi-asserted-by":"publisher","unstructured":"C. Leyh, and T. Sch\u00e4ffer, \u201cDigital Competencies as a Necessary Foundation for Digital Transformation,\u201d HMD Prax. Wirtsch., vol. 61, no. 1, pp. 12\u201326, Feb. 2024, https:\/\/doi.org\/10.1365\/s40702-024-01044-9","DOI":"10.1365\/s40702-024-01044-9"},{"key":"ref3","doi-asserted-by":"publisher","unstructured":"J. A. R. Awad, and R. Mart\u00edn-Rojas, \u201cDigital transformation influence on organisational resilience through organisational learning and innovation,\u201d J. Innov. Entrep., vol. 13, article no. 69, Oct. 2024, https:\/\/doi.org\/10.1186\/s13731-024-00405-4.","DOI":"10.1186\/s13731-024-00405-4"},{"key":"ref4","doi-asserted-by":"publisher","unstructured":"C. Leyh, T. Sch\u00e4ffer, K. Bley, and S. Forstenh\u00e4usler, \u201cSIMMI 4.0 \u2013 A Maturity Model for Classifying the Enterprise-wide IT and Software Landscape Focusing on Industry 4.0,\u201d in Proceedings of the 2016 Federated Conference on Computer Science and Information Systems (FedCSIS 2016), 2016, http:\/\/dx.doi.org\/10.15439\/2016F478.","DOI":"10.15439\/2016F478"},{"key":"ref5","unstructured":"A. Lorenz, P. Rozbitski, C. Leyh, and N. Madeja \u201cFrom traffic dynamics to smart city solutions: Identifying key elements for data-driven traffic management,\u201d in Proceedings of the 2025 Americas Conference on Information Systems (AMCIS 2025), 2025."},{"key":"ref6","unstructured":"Bitkom e.V, \u201cDigitale Verwaltung: Menschen wollen Anliegen online erledigen [Digital administration: Most people want to handle their concerns online, in German],\u201d Bitkom e.V., 2024. Accessed: May 24, 2025. [Online]. Available: https:\/\/www.bitkom.org\/Presse\/Presseinformation\/Digitale-Verwaltung-Menschen-wollen-Anliegen-online-erledigen."},{"key":"ref7","doi-asserted-by":"publisher","unstructured":"H. Troger, \u201cAuswirkungen auf den Arbeitsmarkt,\u201d in 7 Erfolgsfaktoren f\u00fcr wirksames Personalmanagement, Wiesbaden, Germany: Springer, 2019, pp. 19\u201353. https:\/\/doi.org\/10.1007\/978-3-658-24437-8_2.","DOI":"10.1007\/978-3-658-24437-8_2"},{"key":"ref8","doi-asserted-by":"publisher","unstructured":"A. Spermann, \u201cBeendet die Digitalisierung das deutsche Jobwunder?,\u201d in Megatrends aus Sicht der Volkswirtschaftslehre, L. Rebeggiani, C. B. Wilke, and M. Wohlmann, Eds. Wiesbaden, Germany: Springer, 2020, pp. 215\u2013230. https:\/\/doi.org\/10.1007\/978-3-658-30129-3_11.","DOI":"10.1007\/978-3-658-30129-3_11"},{"key":"ref9","unstructured":"Statista, \u201cAnnual average unemployment rate in Germany from 2005 to 2025,\u201d Statista, 2025. Accessed: May 24, 2025. [Online]. Available: https:\/\/www.statista.com\/statistics\/227005\/unemployment-rate-in-germany\/."},{"key":"ref10","unstructured":"Statista, \u201cBestand von allen der BA gemeldeten offenen Arbeitsstellen in Deutschland im Jahresdurchschnitt von 2013 bis 2025,\u201d Statista, 2025. Accessed: May 24, 2025. [Online]. Available: https:\/\/de.statista.com\/statistik\/daten\/studie\/2903\/umfrage\/jahresdurchschnittswerte-des-bestands-an-offenen-arbeitsstellen\/."},{"key":"ref11","unstructured":"Bitkom e.V, \u201cMangel an IT-Fachkr\u00e4ften droht sich dramatisch zu versch\u00e4rfen,\u201d Bitkom e.V., 2024. Accessed: May 24, 2025. [Online]. Available: https:\/\/www.bitkom.org\/Presse\/Presseinformation\/Mangel-an-IT-Fachkraeften-droht-sich-zu-verschaerfen."},{"key":"ref12","doi-asserted-by":"publisher","unstructured":"C. Chuanjian, G. Shuze, and W. Hua, \u201cResearch on Software Development Based on Low-Code Technology,\u201d in Proceedings of the 2023 2nd International Conference on Artificial Intelligence and Autonomous Robot Systems (AIARS), 2023, https:\/\/doi.org\/10.1109\/AIARS59518.2023.00049.","DOI":"10.1109\/AIARS59518.2023.00049"},{"key":"ref13","doi-asserted-by":"publisher","unstructured":"H. ALSAADI, D. Radain, M. ALZAHRANI, W. Alshammari, D. ALAHMADI, and B. Fakieh, \u201cFactors that affect the utilization of low-code development platforms: survey study,\u201d Rev. Rom. Informatic\u0103 \u0218i Autom., vol. 31, no. 3 pp. 123\u2013140, Sep. 2021, http:\/\/dx.doi.org\/10.33436\/v31i3y202110.","DOI":"10.33436\/v31i3y202110"},{"key":"ref14","doi-asserted-by":"crossref","unstructured":"D. Hoogsteen and H. Borgman, \u201cEmpower the Workforce, Empower the Company? Citizen Development Adoption,\u201d in Proceedings of the 55th Hawaii International Conference on System Sciences (HICSS 2022), 2022.","DOI":"10.24251\/HICSS.2022.575"},{"key":"ref15","doi-asserted-by":"publisher","unstructured":"Y. Luo, P. Liang, C. Wang, M. Shahin, and J. Zhan, \u201cCharacteristics and Challenges of Low-Code Development: The Practitioners\u2019 Perspective,\u201d in Proceedings of the 15th ACM \/ IEEE International Symposium on Empirical Software Engineering and Measurement (ESEM \u201921), 2021, https:\/\/doi.org\/10.1145\/3475716.3475782.","DOI":"10.1145\/3475716.3475782"},{"key":"ref16","doi-asserted-by":"publisher","unstructured":"D. Di Ruscio, D. Kolovos, J. de Lara, A. Pierantonio, M. Tisi, and M. Wimmer, \u201cLow-code development and model-driven engineering: Two sides of the same coin?,\u201d Softw. Syst. Model., vol. 21, no. 2, pp. 437\u2013446, Apr. 2022, https:\/\/doi.org\/10.1007\/s10270-021-00970-2.","DOI":"10.1007\/s10270-021-00970-2"},{"key":"ref17","doi-asserted-by":"publisher","unstructured":"C. Baumgarten, R. Endl, and S. Stich, \u201cProfessionelle Softwareentwicklung mit Low Code optimieren \u2013 eine Fallstudie,\u201d HMD Prax. Wirtsch., vol. 61, no. 5, pp. 1213\u20131234, Oct. 2024, https:\/\/doi.org\/10.1365\/s40702-024-01095-y.","DOI":"10.1365\/s40702-024-01095-y"},{"key":"ref18","doi-asserted-by":"publisher","unstructured":"E. Elshan, and B. Binzer, \u201cMehr als ein Trend?: Wie Low-Code die digitale Transformation unterst\u00fctzt,\u201d HMD Prax. Wirtsch., vol. 61, no. 5, pp. 1070\u20131087, Oct. 2024, https:\/\/doi.org\/10.1365\/s40702-024-01107-x.","DOI":"10.1365\/s40702-024-01107-x"},{"key":"ref19","unstructured":"A. Viljoen, E. N. Alt\u0131n, A. Hein, and H. Krcmar, \u201cBeyond Citizen Development: Exploring Low-Code Platform Adoption by Professional Software Developers,\u201d Proceedings of the 2024 Americas Conference on Information Systems (AMCIS 2024), 2024."},{"key":"ref20","doi-asserted-by":"publisher","unstructured":"S. K\u00e4ss, S. Strahringer, and M. Westner, \u201cDrivers and Inhibitors of Low Code Development Platform Adoption,\u201d in Proceedings of the 2022 IEEE 24th Conference on Business Informatics (CBI 2022), 2022, https:\/\/doi.org\/10.1109\/CBI54897.2022.00028.","DOI":"10.1109\/CBI54897.2022.00028"},{"key":"ref21","doi-asserted-by":"publisher","unstructured":"F. Temiz, \u201cDer Einsatz von No-Code-\/Low-Code-Plattformen f\u00fcr die Beschleunigung und Unterst\u00fctzung der Digitalen Transformation,\u201d in Praxishandbuch Kompetenzen in der Digitalen Transformation der Arbeit, P. Bruns and W. Bruns, Eds. Wiesbaden, Germany: Springer, 2024, pp. 121\u2013131. https:\/\/doi.org\/10.1007\/978-3-658-44084-8_8.","DOI":"10.1007\/978-3-658-44084-8_8"},{"key":"ref22","doi-asserted-by":"publisher","unstructured":"A. Nikolenko, K. L. Becker, U. Wohlhage, B. Adrian, and S. Hinrichsen, \u201cAuswahl und Einf\u00fchrung einer Low-Code-Plattform,\u201d in Prozesse in Industriebetrieben mittels Low-Code-Software digitalisieren\u202f: Ein Praxisleitfaden, S. Hinrichsen, S. Sauer, and K. Schr\u00f6der, Eds. Berlin, Heidelberg, Germany: Springer, 2023, pp. 31\u201351. https:\/\/doi.org\/10.1007\/978-3-662-67950-0_3.","DOI":"10.1007\/978-3-662-67950-0_3"},{"key":"ref23","unstructured":"J. Bratincevic, R. Taylor, and Z. Stone, \u201cThe Low-Code Market Could Approach $50 Billion By 2028,\u201d Forrester, 2024. Accessed: May 23, 2025. [Online]. Available: https:\/\/www.forrester.com\/blogs\/the-low-code-market-could-approach-50-billion-by-2028\/"},{"key":"ref24","unstructured":"Gartner, \u201cGartner Forecasts Worldwide Low-Code Development Technologies Market to Grow 20% in 2023,\u201d Gartner, 2022. Accessed: May 24, 2025. [Online]. Available: https:\/\/www.gartner.com\/en\/newsroom\/press-releases\/2022-12-13-gartner-forecasts-worldwide-low-code-development-technologies-market-to-grow-20-percent-in-2023"},{"key":"ref25","unstructured":"J. Rymer, \u201cSiemens Snaps Up Mendix; Low-Code Platforms Enter New Phase,\u201d Forrester, 2018. Accessed: Apr. 29, 2025. [Online]. Available: https:\/\/www.forrester.com\/blogs\/siemens-snaps-up-mendix-low-code-platforms-enter-new-phase\/"},{"key":"ref26","unstructured":"O. Matvitskyy, K. Davis, and A. Jain, Magic Quadrant for Enterprise Low-Code Application Platforms. Gartner, Inc., Jul. 12, 2025. [Online]. Available: https:\/\/www.gartner.com\/doc\/re-prints?id=1-2J40TC35&ct=241017&st=sb"},{"key":"ref27","unstructured":"J. Webster, and R. T. Watson, \u201cAnalyzing the Past to Prepare for the Future: Writing a Literature Review,\u201d MIS Q., vol. 26, no. 2, pp. xiii\u2013xxiii, 2002."},{"key":"ref28","doi-asserted-by":"publisher","unstructured":"Y. S. Soekamto, I. Maryati, C. Christian, and E. Kurniawan, \u201cImproving Publishing: Extracting Keywords and Clustering Topics,\u201d J. Appl. Data Sci., vol. 5, no. 2, article no. 2, May 2024, https:\/\/doi.org\/10.47738\/jads.v5i2.199.","DOI":"10.47738\/jads.v5i2.199"},{"key":"ref29","doi-asserted-by":"publisher","unstructured":"R. Bernsteiner, S. Schl\u00f6gl, C. Ploder, T. Dilger, and F. Brecher, \u201cCitizen vs. Professional Developers: Differences and Similarities of Skills and Training Requirements for Low Code Development Platforms,\u201d in Proceedings of the 15th annual International Conference of Education, Research and Innovation (ICERI 2022), 2022, https:\/\/doi.org\/10.21125\/iceri.2022.1036.","DOI":"10.21125\/iceri.2022.1036"},{"key":"ref30","doi-asserted-by":"publisher","unstructured":"E. Elshan, B. Binzer, and T. J. Winkler, \u201cFrom Software Users to Software Creators: An Exploration of the Core Characteristics of the Citizen Developer Role and the Related Re- and Upskilling Programs,\u201d Bus. Inf. Syst. Eng., vol. 67, no. 1, pp. 31\u201353, Feb. 2025, https:\/\/doi.org\/10.1007\/s12599-024-00915-1.","DOI":"10.1007\/s12599-024-00915-1"},{"key":"ref31","doi-asserted-by":"publisher","unstructured":"M.-K. Gialitakis, G. Tsakalidis, N. Nousias, and K. Vergidis, \u201cRapid prototyping of process-driven applications using low-code development platforms: A case study from the Greek public sector,\u201d in Proceedings of the 2024 International Conference Automatics and Informatics (ICAI 2024), 2024, https:\/\/doi.org\/10.1109\/ICAI63388.2024.10851543.","DOI":"10.1109\/ICAI63388.2024.10851543"},{"key":"ref32","doi-asserted-by":"publisher","unstructured":"G. Paliwal, A. Donvir, P. Gujar, and S. Panyam, \u201cLow-Code\/No-Code Meets GenAI: A New Era in Product Development,\u201d in Proceedings of the 2024 IEEE Eighth Ecuador Technical Chapters Meeting (ETCM), 2024, https:\/\/doi.org\/10.1109\/ETCM63562.2024.10746160.","DOI":"10.1109\/ETCM63562.2024.10746160"},{"key":"ref33","doi-asserted-by":"publisher","unstructured":"J. Martins, F. Branco, and H. Mamede, \u201cCombining low-code development with ChatGPT to novel no-code approaches: A focus-group study,\u201d Intell. Syst. Appl., vol. 20, article no. 200289, Nov. 2023, https:\/\/doi.org\/10.1016\/j.iswa.2023.200289.","DOI":"10.1016\/j.iswa.2023.200289"},{"key":"ref34","doi-asserted-by":"publisher","unstructured":"S. Leible, D. Simic, G.-L. G\u00fcc\u00fck, and C. von Brackel-Schmidt, \u201cCitizen Developer als Katalysatoren f\u00fcr die Entwicklung mitarbeitergetriebener Innovationen,\u201d HMD Prax. Wirtsch., vol. 61, no. 5, pp. 1088\u20131114, Oct. 2024, https:\/\/doi.org\/10.1365\/s40702-024-01102-2.","DOI":"10.1365\/s40702-024-01102-2"},{"key":"ref35","doi-asserted-by":"publisher","unstructured":"N. Hagel, N. Hili, and D. Schwab, \u201cTurning Low-Code Development Platforms into True No-Code with LLMs,\u201d in Proceedings of the ACM\/IEEE 27th International Conference on Model Driven Engineering Languages and Systems, 2024, https:\/\/doi.org\/10.1145\/3652620.3688334.","DOI":"10.1145\/3652620.3688334"},{"key":"ref36","doi-asserted-by":"publisher","unstructured":"L. Sundberg, and J. Holmstr\u00f6m, \u201cTeaching Tip: Using No-Code AI to Teach Machine Learning in Higher Education,\u201d J. Inf. Syst. 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