Projects per year
Personal profile
Personal profile
Dr. Shuo (Christina) Yan holds a Bachelor’s degree from Hong Kong Baptist University, a Master’s degree from The Hong Kong Polytechnic University, and has recently completed her PhD in Engineering at the University of Warwick. Her research focuses on digital transformation, particularly a data management capability maturity model for the full data lifecycle, including acquisition, metadata management, storage, sharing, analytics, and visualisation, as well as compliance, data quality, infrastructure, and resource allocation. She is also interested in social science topics such as gender roles, women’s mental health, employment, social class, job satisfaction, and parenthood, and has an additional research interest in supply chain selection and management.
Research areas
- Data Management Capability Maturity Model
- Digital Transformation
- Stage Model
- Gender Role Attitude
- Empolyment
Person Types
- Staff
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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SDG 3 Good Health and Well-being -
SDG 5 Gender Equality -
SDG 9 Industry, Innovation, and Infrastructure -
SDG 16 Peace, Justice and Strong Institutions
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Collaborations and top research areas from the last five years
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Projects
- 1 Active
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Operationalising and Empirically Evaluating a Data Management Stage Model (DMSM) Across the Data Lifecycle
Yan, C. (PI)
1/07/26 → 30/06/29
Project: Internal Research Project
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Ensuring Compliance in Digital Transformation: Developing and Validating the Data Management Stage Model
Yan, S. & Jones, J., 2026, In: IEEE Transactions on Engineering Management.Research output: Contribution to journal › Article › peer-review
2 Citations (Scopus) -
Assessing Maturity in Data Analytics for Digital Transformation.
Yan, S., 2025, (In preparation) In: Journal of Management Science and Engineering.Research output: Contribution to journal › Article › peer-review
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Bridging the Gaps: A Comprehensive Review of Data Management Capability Maturity Models in the Digital Era
Yan, C. & Jones, J., 2025, In: IEEE Transactions on Big Data.Research output: Contribution to journal › Article › peer-review
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Establishing a Data Analytics Stage Model (DASM): Integrating “Open Coding” and Conceptual Mapping for Enhanced Maturity Assessment.
Yan, S. & Jones, J., 2024, p. 152-162.Research output: Contribution to conference › Paper › peer-review
1 Citation (Scopus) -
A Leadership and Governance Stage Model (LGSM) in Digital Transformation in Data Management.
Yan, S. & Jones, J., 2023, p. 427-435.Research output: Contribution to conference › Paper › peer-review
1 Citation (Scopus)