Data and Analytics - Data-Driven Business Models: A Blueprint for Innovation
@inproceedings{Brownlow2015DataAA, title={Data and Analytics - Data-Driven Business Models: A Blueprint for Innovation}, author={Joshua W. Brownlow and Mohamed Zaki and A. D. Neely}, year={2015} }
In this paper the authors present an integrated framework that could help stimulate an organisation to become data-driven by enabling it to construct its own Data-Driven Business Model (DDBM) in coordination with the six fundamental questions for a data-driven business. [] Key Result This system of inhibitor ranking represents the frequency and severity of inhibitor, as perceived by 41 strategy and data-oriented elite interviewees.
63 Citations
Data-Driven Business Models - Building the Bridge between Data and Value
- Computer ScienceECIS
- 2019
The DIG connects two key elements of the business model, namely key resources and value proposition through six dataspecific elements and supports an iterative process of discovery for these elements as a boundary object between business and data science/IT participants of business model innovation.
Towards a Process Model for Data-Driven Business Model Innovation
- Business2017 IEEE 19th Conference on Business Informatics (CBI)
- 2017
This research conducts an extensive review of existing business model innovation processes and derives distinct requirements, taking into account both data specific and business model Innovation specific characteristics, for the development of a data-driven business model.
The Data-Driven Business Value Matrix - A Classification Scheme for Data-Driven Business Models
- Business, Computer ScienceBled eConference
- 2019
A conceptual tool that supports datadriven business model innovation in a similar manner to three existing classification schemes is identified and a new scheme is outlined that combines all positive aspects from the three analysed classification models and resolves the identified weaknesses.
Patterns of Data-Infused Business Model Innovation
- Business2016 IEEE 18th Conference on Business Informatics (CBI)
- 2016
Contrary to popular views, the conceptual analysis reveals that there are no data-driven business models per se and the utilization of data and analytics opens a "continuum" of transformation options for business models.
Making Data Tangible for Data-driven Innovations in a Business Model Context
- Computer Science, BusinessAMCIS
- 2019
Based on typical characteristics of data-driven business models (DDBMs), this paper develops 19 design principles for their visual representation that can be used by practitioners to develop a DDBM.
Who Else do You Need for a Data-Driven Business Model? Exploring Roles and Exchanged Values
- Business34th Bled eConference Digital Support from Crisis to Progressive Change: Conference Proceedings
- 2021
A structured literature review is presented in which 33 relevant publications are identified and a framework consisting of eight roles and two attributes that can be assigned to actors as well as three classes of exchanged values between actors is developed.
Requirements for Representing Data-Driven Business Models - Towards Extending the Business Model Canvas
- Business, Computer ScienceAMCIS
- 2018
This paper surveys the extant literature of DDBM to assess the state of the art and suggests opportunities to extend the Business Model Canvas for data-driven business models.
Towards a Cost-Benefit-Analysis of Data-Driven Business Models
- Computer Science, BusinessWirtschaftsinformatik
- 2017
This paper identifies drivers of cost and benefit based on the Service Business Model Canvases of twenty cases and provides a basis for the economic assessment of service ideas and their refinement during the design process.
Operationalizing Business Model Innovation through Big Data Analytics for Sustainable Organizations
- BusinessSustainability
- 2019
Business model innovation is considered key for organizations to achieve sustainability. However, there are many problems involving the operationalization of business model innovation. We used a…
How Does Enterprise Architecture Support the Design and Realization of Data-Driven Business Models? An Empirical Study
- Computer ScienceLecture Notes in Information Systems and Organisation
- 2021
This study derived four approaches for DDBM design and realization and relate them to the support of EA modeling and management and contributes to a still sparsely researched area with empirical findings and new research avenues.
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