Drivers and Inhibitors of Low Code Development Platform Adoption

When done right, the use of low code development promises a significant competitive advantage in the software development process for organizations. Thus, multiple vendors have created low code development platforms to ease the use of low code development. However, current research on low code development platforms mainly focuses on the technological aspects of the platforms but not on their adoption. Hence, it remains unclear what drives and inhibits the adoption of low code development platforms. We conducted a literature review and identified thirteen factors that inhibit the adoption and seven factors that drive it. We structure these factors along with the diffusion of innovation framework that helps to disentangle drivers and inhibitors. As a result, we provide an initial explanation of the adoption of low code development platforms. Nevertheless, we conclude that existing research on the adoption of low code development platforms is not specific enough to understand the phenomenon substantially. Further, for some factors (e.g., cost), there is a disagreement in the academic literature on whether they are drivers or inhibitors. Hence, we identify gaps and derive avenues for future research.

[1]  M. Westner,et al.  We have a platform, but nobody builds on it – what influences Platform-as-a-Service post-adoption? , 2022, International Journal of Information Systems and Project Management.

[2]  S. Bhattacharyya,et al.  Study of deployment of “low code no code” applications toward improving digitization of supply chain management , 2021, Journal of Science and Technology Policy Management.

[3]  Alexander C. Bock,et al.  Low-Code Platform , 2021, Business & Information Systems Engineering.

[4]  Alexandre Bragança,et al.  Towards supporting SPL engineering in low-code platforms using a DSL approach , 2021, GPCE.

[5]  Giancarlo Succi,et al.  The pareto distribution of software features and no-code , 2021, BCNC@SPLASH.

[6]  Carla Ferreira,et al.  OSTRICH - A Type-Safe Template Language for Low-Code Development , 2021, 2021 ACM/IEEE 24th International Conference on Model Driven Engineering Languages and Systems (MODELS).

[7]  Gabriele Taentzer,et al.  Using Microsoft PowerApps, Mendix and OutSystems in Two Development Scenarios: An Experience Report , 2021, 2021 ACM/IEEE International Conference on Model Driven Engineering Languages and Systems Companion (MODELS-C).

[8]  Slinger Jansen,et al.  Proposing a Framework for Impact Analysis for Low-Code Development Platforms , 2021, 2021 ACM/IEEE International Conference on Model Driven Engineering Languages and Systems Companion (MODELS-C).

[9]  Hugo Lourenço,et al.  From Builders to Editors: Bidirectional Transformations of Low-code Models , 2021, 2021 ACM/IEEE International Conference on Model Driven Engineering Languages and Systems Companion (MODELS-C).

[10]  Miguel Goulão,et al.  Improving Collaboration Efficiency Between UX/UI Designers and Developers in a Low-Code Platform , 2021, 2021 ACM/IEEE International Conference on Model Driven Engineering Languages and Systems Companion (MODELS-C).

[11]  Pau Fonseca i Casas,et al.  Combining Low-Code Programming and SDL-Based Modeling with Snap! in the Industry 4.0 Context , 2021, 2021 ACM/IEEE International Conference on Model Driven Engineering Languages and Systems Companion (MODELS-C).

[12]  Carla Ferreira,et al.  Solution Discovery over Feature Toggling with Built-in Abstraction in OutSystems , 2021, 2021 ACM/IEEE International Conference on Model Driven Engineering Languages and Systems Companion (MODELS-C).

[13]  Ulrich Frank,et al.  In Search of the Essence of Low-Code: An Exploratory Study of Seven Development Platforms , 2021, 2021 ACM/IEEE International Conference on Model Driven Engineering Languages and Systems Companion (MODELS-C).

[14]  Bahjat Fakieh,et al.  Factors that affect the utilization of low-code development platforms: survey study , 2021, Revista Română de Informatică și Automatică.

[15]  Mauro A. A. da Cruz,et al.  OLP - A RESTful Open Low-Code Platform , 2021, Future Internet.

[16]  J. Varajão Software development in disruptive times , 2021, Commun. ACM.

[17]  Wolfgang De Meuter,et al.  Building Smart Agriculture Applications Using Low-Code Tools: The Case for DisCoPar , 2021, 2021 IEEE AFRICON.

[18]  Peng Liang,et al.  Characteristics and Challenges of Low-Code Development: The Practitioners' Perspective , 2021, ESEM.

[19]  Khushi Talesra,et al.  Low-Code Platform for Application Development , 2021, International Journal of Applied Engineering Research.

[20]  N. Cooharojananone,et al.  Developing Module Generation for Odoo Using Concept of Low-Code Development Platform and Automation Systems , 2021, 2021 IEEE 8th International Conference on Industrial Engineering and Applications (ICIEA).

[21]  Anindya Iqbal,et al.  An Empirical Study of Developer Discussions on Low-Code Software Development Challenges , 2021, 2021 IEEE/ACM 18th International Conference on Mining Software Repositories (MSR).

[22]  Martin Rasmussen Skogstad,et al.  Stagewise Overview of Issues Influencing Organizational Technology Adoption and Use , 2021, Frontiers in Psychology.

[23]  Ender Sahinaslan,et al.  Low-code application platform in meeting increasing software demands quickly: SetXRM , 2021 .

[24]  Simos Gerasimou,et al.  Intelligent run-time partitioning of low-code system models , 2020, MoDELS.

[25]  Ákos Horváth,et al.  Towards the next generation of reactive model transformations on low-code platforms: three research lines , 2020, MoDELS.

[26]  Davide Di Ruscio,et al.  Understanding the role of model transformation compositions in low-code development platforms , 2020, MoDELS.

[27]  Luca Berardinelli,et al.  DevOpsML: towards modeling DevOps processes and platforms , 2020, MoDELS.

[28]  Davide Di Ruscio,et al.  Democratizing the development of recommender systems by means of low-code platforms , 2020, MoDELS.

[29]  Gerson Sunyé,et al.  Towards transparent combination of model management execution strategies for low-code development platforms , 2020, MoDELS.

[30]  João Costa Seco,et al.  Closing the gap between designers and developers in a low code ecosystem , 2020, MoDELS.

[31]  Gerson Sunyé,et al.  Challenges & opportunities in low-code testing , 2020, MoDELS.

[32]  Nicholas Matragkas,et al.  Towards a low-code solution for monitoring machine learning model performance , 2020, MoDELS.

[33]  Miguel Lourenço,et al.  Test mocks for low-code applications built with OutSystems , 2020, MoDELS.

[34]  Konstantinos Barmpis,et al.  Efficiently querying large-scale heterogeneous models , 2020, MoDELS.

[35]  Jordi Cabot,et al.  Positioning of the low-code movement within the field of model-driven engineering , 2020, MoDELS.

[36]  Pedro Martins,et al.  An overview on how to develop a low-code application using OutSystems , 2020, 2020 International Conference on Smart Technologies in Computing, Electrical and Electronics (ICSTCEE).

[37]  D. D. Ruscio,et al.  Low-code engineering for internet of things: a state of research , 2020, MoDELS.

[38]  Davide Di Ruscio,et al.  Supporting the understanding and comparison of low-code development platforms , 2020, 2020 46th Euromicro Conference on Software Engineering and Advanced Applications (SEAA).

[39]  Benjamin Adrian,et al.  App Development via Low-Code Programming as Part of Modern Industrial Engineering Education , 2020, AHFE.

[40]  Rui Couto,et al.  Development and Validation of a Descriptive Cognitive Model for Predicting Usability Issues in a Low-Code Development Platform , 2020, Hum. Factors.

[41]  Jose Carlos Metrolho,et al.  A STRATEGY FOR FACING NEW EMPLOYABILITY TRENDS USING A LOW-CODE DEVELOPMENT PLATFORM , 2020 .

[42]  Rachit Arora,et al.  Sagitec Software Studio (S3) - A Low Code Application Development Platform , 2020, 2020 International Conference on Industry 4.0 Technology (I4Tech).

[43]  Gwendal Daniel,et al.  Xatkit: A Multimodal Low-Code Chatbot Development Framework , 2020, IEEE Access.

[44]  Francisco Fraile,et al.  Low-Code as Enabler of Digital Transformation in Manufacturing Industry , 2019, Applied Sciences.

[45]  Juan de Lara,et al.  Lowcomote: Training the Next Generation of Experts in Scalable Low-Code Engineering Platforms , 2019, STAF.

[46]  Ciprian Dobre,et al.  Towards a Seamless Integration of IoT Devices with IoT Platforms Using a Low-Code Approach , 2019, 2019 IEEE 5th World Forum on Internet of Things (WF-IoT).

[47]  Miguel Goulão,et al.  Improving the Developer Experience with a Low-Code Process Modelling Language , 2018, MoDELS.

[48]  Morten Marquard,et al.  Towards Low-Code Adaptive Case Management Solutions with Dynamic Condition Response Graphs, Subprocesses and Data , 2018, 2018 IEEE 22nd International Enterprise Distributed Object Computing Workshop (EDOCW).

[49]  Christopher Rentrop,et al.  Business-managed IT: A Conceptual Framework and Empirical Illustration , 2018, ECIS.

[50]  Kyriakos C. Chatzidimitriou,et al.  RESTsec: a low-code platform for generating secure by design enterprise services , 2018, Enterp. Inf. Syst..

[51]  Liette Lapointe,et al.  Enhanced Use of IT: A New Perspective on Post-Adoption , 2014, J. Assoc. Inf. Syst..

[52]  Jung P. Shim,et al.  An exploratory study of radio frequency identification (RFID) adoption in the healthcare industry , 2007, Eur. J. Inf. Syst..

[53]  E. Rogers,et al.  Diffusion of innovations , 1964, Encyclopedia of Sport Management.

[54]  Richard T. Watson,et al.  Analyzing the Past to Prepare for the Future: Writing a Literature Review , 2002, MIS Q..

[55]  Hans P. Borgman,et al.  Empower the Workforce, Empower the Company? Citizen Development Adoption , 2022, HICSS.

[56]  Christopher Rentrop,et al.  Low-Code Development Platforms - A Literature Review , 2021, AMCIS.

[57]  Teodora Lata,et al.  Celonis Studio - A Low-Code Development Platform for Citizen Developers , 2021, BPM.

[58]  Stéphanie Missonier,et al.  Supporting Knowledge Integration with Low-Code Development Platforms , 2021, ECIS.

[59]  Shouhong Wang,et al.  Teaching Tip: A Teaching Module of No-Code Business App Development , 2021, J. Inf. Syst. Educ..

[60]  Stéphanie Missonier,et al.  Innovating with employees: an exploratory study of idea development on low-code development platforms , 2021, ECIS.

[61]  Sven Laumer,et al.  A No-Code Platform for Tie Prediction Analysis in Social Media Networks , 2021, Wirtschaftsinformatik.

[62]  Timothy Lethbridge,et al.  Low-Code Is Often High-Code, So We Must Design Low-Code Platforms to Enable Proper Software Engineering , 2021, ISoLA.

[63]  Andreas Wortmann,et al.  Towards Development Platforms for Digital Twins: A Model-Driven Low-Code Approach , 2021, APMS.

[64]  Ali Sunyaev,et al.  Drivers and Inhibitors for Organizations' Intention to Adopt Artificial Intelligence as a Service , 2021, HICSS.

[65]  Tiziana Margaria,et al.  Integrating External Services in DIME , 2021, ISoLA.

[66]  Slinger Jansen,et al.  API Management Maturity of Low-Code Development Platforms , 2021, BPMDS/EMMSAD@CAiSE.

[67]  Davide Di Ruscio,et al.  A Low-Code Development Environment to Orchestrate Model Management Services , 2021, APMS.

[68]  Frederik Wulf,et al.  Platform-As-A-Service Post-Adoption by Large-Scale Organizations: A Research Model Design , 2020, ECIS.

[69]  Robert Waszkowski,et al.  Low-code platform for automating business processes in manufacturing , 2019, IFAC-PapersOnLine.

[70]  Abayomi Baiyere,et al.  Growth, Complexity, and Generativity of Digital Platforms: The Case of Otto.de , 2019, ICIS.

[71]  Blair Wang,et al.  www.litbaskets.io, an IT Artifact Supporting Exploratory Literature Searches for Information Systems Research , 2019, ACIS.

[72]  Markus Westner,et al.  Towards a Taxonomy for Shadow IT , 2016, AMCIS.

[73]  Aleksandre Asatiani,et al.  Why Cloud? - A Review of Cloud Adoption Determinants in Organizations , 2015, ECIS.

[74]  Björn Niehaves,et al.  Standing on the Shoulders of Giants: Challenges and Recommendations of Literature Search in Information Systems Research , 2015, Commun. Assoc. Inf. Syst..