Modular complementarity of data governance frameworks in digital transformation: a critical and methodological analysis

Authors

  • Gregorio Jimenez Chavez Universidad de Xalapa

DOI:

https://doi.org/10.5281/zenodo.21463358

Keywords:

Data governance, data management, digital transformation, reference frameworks, data regulation

Abstract

In the digital transformation, data emerge as highly valuable strategic assets. Establishing solid governance is not simple, as it requires overcoming challenges associated with conceptual fragmentation and diverse frameworks. Nevertheless, their modular integration strengthens organizational traceability and supports strategic decision-making. This article examines the synergy by complementarity of international standards —DAMA DMBOK2, COBIT 2019, TOGAF 9.2, and DGI— complemented by the regulatory rigor of the GDPR and the LFPDPPP. Employing a qualitative approach oriented toward artifact design and a systematic literature review (PRISMA, n=24, 2014-2025), findings reveal that the teleology of integration must prioritize data reliability and robustness. Results confirm the imperative to develop a methodological instrument balancing theory and practice, contextualized to Mexico, explicitly incorporating security, risk management, and regulatory compliance.

Author Biography

Gregorio Jimenez Chavez, Universidad de Xalapa

Candidato a doctor en Ciencias del Software y maestro en Analítica e Inteligencia de Negocios, por la Universidad Tecnológica de México . Especialista en diseño e implementación de estrategias de gobernanza, calidad y arquitectura de datos para alineación estratégica organizacional. México.

References

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Cámara de Diputados del H. Congreso de la Unión. (2025). Ley Federal de Protección de Datos Personales en Posesión de los Particulares [LFPDPPP] (última reforma publicada DOF 14 noviembre 2025). https://www.diputados.gob.mx/LeyesBiblio/pdf/LFPDPPP_141125.pdf

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Published

2026-08-07

How to Cite

Jimenez Chavez, G. (2026). Modular complementarity of data governance frameworks in digital transformation: a critical and methodological analysis. Universita Ciencia, 14(40), 93–106. https://doi.org/10.5281/zenodo.21463358

Issue

Vol. 14 No. 40 (2026): Transparencia y protección de datos personales

Section

Artículos

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