7116IBA Data Resource Management
The Complete Study & Assessment Guide · T2 20267116IBA Overview
- Griffith University Department of Management
- Trimester 2, 2026
- a postgraduate course
- 10 credit points
- Data-resource management course
7116IBA Data Resource Management treats enterprise data as a strategic resource through taxonomy, enterprise architecture, Zachman, data warehousing, quality, integration, metadata, analytics, cloud, valuation and organisational design. It is taught within Griffith University Department of Management. It is a postgraduate course.
- Assessment arc A 25% group presentation leads into a 35% annotated bibliography and 40% individual project.
- No exam The 2026 assessment table contains presentation and written work only.
- Architecture is not a diagram A useful architecture connects stakeholder questions, enterprise meaning, systems and governance responsibilities.
- Data value is conditional Value depends on a defined use, quality, rights, cost and risk rather than on data volume alone.
How 7116IBA is assessed
| Component | Weight | Format |
|---|---|---|
| DRM Selected Topic Presentation | 25% | Group oral presentation during class, 3-21 August 2026 |
| Annotated Bibliography | 35% | Individual written assignment due 11 September 2026 at 5:00 pm |
| Individual Project | 40% | Individual written assignment due 9 October 2026 at 5:00 pm |
The current Online profile publishes a 25% group oral presentation, 35% individual annotated bibliography and 40% individual project. It publishes no exam row and no mandatory-pass component.
Current 7116IBA dates
| Date | Item | Control |
|---|---|---|
| 3-21 August 2026 | Selected-topic presentations | 25% group oral presentations occur during class. |
| 11 September 2026 at 5:00 pm | Annotated Bibliography due | 35% individual written assignment. |
| 9 October 2026 at 5:00 pm | Individual Project due | 40% individual written assignment. |
Current-offering dates captured in the course materials. Confirm changes and exact submission settings in the live LMS.
What 7116IBA covers
The learning path moves from Data as a Strategic Enterprise Resource, through the problems opened by Data Warehouses Marts and Analytical Architecture, to the synthesis required in Data Valuation and the DRM Organisation.
Data as a Strategic Enterprise Resource
enterprise data · strategic resource · data domain · connect a defined decision to enterprise data meaning, ownership and expected organisational value02DRM History Taxonomy and Philosophy
taxonomy · data philosophy · administrative view · distinguish historical and philosophical views that lead to different enterprise-data practices03Enterprise Architecture and the Zachman Framework
enterprise architecture · Zachman Framework · viewpoint · use Zachman cells to identify which enterprise description is missing from a data problem04Enterprise Data Modelling
conceptual model · entity · relationship · translate business language into entities, relationships and ownership without prematurely choosing storage tables05Data Warehouses Marts and Analytical Architecture
data warehouse · data mart · dimensional model · choose an enterprise warehouse or focused mart from integration, governance and decision needs06Data Quality Integration and Metadata
data quality · data integration · metadata · define quality acceptance, semantic mapping and lineage for an integrated data product07Analytics Big Data Cloud and Data Lakes
data analytics · data lake · cloud computing · compare analytical and cloud architecture options against workload, governance and lifecycle needs08Data Valuation and the DRM Organisation
data valuation · data stewardship · operating model · connect a data-value claim to stewardship, decision rights and measurable useIt carries 10 credit points.
It is positioned as Data-resource management course.
A group selected-topic presentation opens the assessment sequence before an individual annotated bibliography and a larger individual project apply data-resource-management ideas to research and organisational problems.
Assessment in 7116IBA is distributed as follows: 25% group oral presentation, 35% individual annotated bibliography, and 40% individual project
The operational assessment conditions matter here.
No final examination appears in the current course-profile assessment table.
The final assessed task is an individual project due 9 October 2026 at 5:00 pm.
What makes 7116IBA demanding is concrete: Moving from a technology list to an enterprise argument: students must connect data meaning, architecture, governance, quality and organisational responsibility to a defined business decision.
The current profile marks the tasks as score activities and publishes no mandatory-pass component or separate attendance pass rule.
Recheck the live profile for updates.
For enrolment planning, The current profile lists 7503MGT as an incompatibility; confirm current program eligibility in the enrolment system.
The learning path moves from Data as a Strategic Enterprise Resource, through the problems opened by Data Warehouses Marts and Analytical Architecture, to the synthesis required in Data Valuation and the DRM Organisation.
Coverage note: landed detailed teaching material is strongest for Modules 1-3; later official topic names control the broader chapters without manufacturing absent task rubrics.
Choose the right enterprise description before proposing a platform
- 1Define the decisions and stakeholder perspectives the customer view must support.
- 1Map customer entities, identifiers and source-system ownership.
- 1Audit quality, consent, retention and lineage constraints.
- 1Compare warehouse, lake and federated options against the defined use.
- 1Assign governance ownership and a measurable adoption or decision signal.
Key terms
- Zachman Framework
- A schema for organising enterprise descriptions by stakeholder perspective and interrogative concern rather than a delivery method.
- Data warehouse
- An integrated analytical data store designed to support reporting and decision-making across time and source systems.
- Metadata
- Data that describe the meaning, structure, origin, ownership or operation of other data.
- Data resource management
- Coordinated governance, architecture and operational practice for treating enterprise data as a managed organisational resource.
- Data architecture
- The principles, models and structures that organise data domains, flows, storage and use across an enterprise.
- Enterprise model
- A structured representation of organisational concepts, activities, information and relationships for analysis or design.
- Data mart
- A focused analytical data store serving a defined subject area, function or user community.
- Data quality
- Fitness of data for use across dimensions such as accuracy, completeness, consistency, timeliness and validity.
- Data integration
- Combination of data from multiple sources while aligning identifiers, structures, meaning and quality controls.
- Data valuation
- A reasoned estimate of data's benefits, costs, risks and option value for a defined organisational use.
7116IBA FAQ
Which current 7116IBA dates are captured?
Selected-topic presentations: 3-21 August 2026; Annotated Bibliography due: 11 September 2026 at 5:00 pm; Individual Project due: 9 October 2026 at 5:00 pm. Confirm any change and the exact submission setting in the live LMS.
How is 7116IBA assessed?
25% group oral presentation, 35% individual annotated bibliography, and 40% individual project
Where do students usually lose marks in 7116IBA?
Moving from a technology list to an enterprise argument: students must connect data meaning, architecture, governance, quality and organisational responsibility to a defined business decision.
What is the 7116IBA final assessed-task format?
No final examination appears in the current course-profile assessment table. The final assessed task is an individual project due 9 October 2026 at 5:00 pm.
Does 7116IBA have a hurdle or component-level pass rule?
The current profile marks the tasks as score activities and publishes no mandatory-pass component or separate attendance pass rule. Recheck the live profile for updates.
What prerequisites or restrictions apply to 7116IBA?
The current profile lists 7503MGT as an incompatibility; confirm current program eligibility in the enrolment system.
Is this 7116IBA resource an official university guide?
No. It is an independent 7116IBA study resource; current institutional instructions remain authoritative for assessment operation.
How to prepare for the assessments
Retrieve the course map, practise the recurring method—define the enterprise decision and data meaning, map architecture and ownership, evaluate quality and integration, select fit-for-use technology and assign governance with measurable value—on changed scenarios, and verify every operational assessment detail in the live institutional system.
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