What the study found
The study developed principles for implementing a data management mechanism to support management decision-making in software development companies. It also describes a four-stage model that includes strategy formation, infrastructure creation, automation of programmable decisions, and support for non-programmable decisions.
Why the authors say this matters
The authors conclude that the mechanism is meant to address the traditional separation between technological and organizational approaches to data management in software development companies. The study suggests practical tools for improving the validity of management decisions and for creating a competitive advantage.
What the researchers tested
The researchers used an integrated approach that combined analysis of software development companies’ operations and organizational and technological data management tools with synthesis of the results. They also applied analysis, synthesis, and generalization to develop a theoretical model, practical recommendations, a management committee framework, and a target organizational structure for a full-cycle software development company.
What worked and what didn't
According to the abstract, the work produced a four-stage implementation model, identified conditions for successful implementation, and formulated requirements for the competencies and authority of a data management committee. It also established requirements for business unit strategies and constructed a target organizational structure integrating technological and organizational components of data management.
What to keep in mind
The abstract does not describe empirical testing, quantitative evaluation, or comparison with alternative approaches. The stated scope is limited to software development companies and to the development of a theoretical model and practical recommendations.
Key points
- A four-stage model for implementing data management was developed.
- The stages include strategy formation, infrastructure creation, automation of programmable decisions, and support for non-programmable decisions.
- The study identified conditions for successful implementation and requirements for a data management committee.
- Business unit strategy requirements were defined to align with the overall data management strategy.
- A target organizational structure was constructed for a full-cycle software development company.
Disclosure
- Research title:
- Data management mechanism proposed for software development decisions
- Authors:
- K. D. Vodolazskiy
- Institutions:
- Saint Petersburg University of Management and Economics
- Publication date:
- 2026-02-01
- OpenAlex record:
- View
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