Data warehouse schema for monitoring key performance indicators (KPIs) for university teaching and learning using goal oriented approach
The growth and development of universities, just as other organisations, depend on their abilities to strategically plan and implement development blueprints which are in line with their vision and mission statements. The actualizations of these statements –which are often abstracted into goals a...
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Main Author: | |
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Format: | Thesis |
Language: | eng eng |
Published: |
2016
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Subjects: | |
Online Access: | https://etd.uum.edu.my/5640/1/s813668_01.pdf https://etd.uum.edu.my/5640/2/s813668_02.pdf |
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Summary: | The growth and development of universities, just as other organisations, depend on
their abilities to strategically plan and implement development blueprints which are
in line with their vision and mission statements. The actualizations of these
statements –which are often abstracted into goals and sub-goals and linked to their
respective actors –are better measured by defined key performance indicators (KPIs).
And in universities that handle modestly large and heterogeneous data, development
of data warehouse is important. Specifically, Universiti Utara Malaysia (UUM) is yet
to have a data warehouse for monitoring its organisational KPIs. This study therefore
proposes a data warehouse schema for university’s KPIs for teaching and learning
KPIs using a Requirement Goal Analysis for Data Warehouse
KPI(ReGADaK)approach which is an extension of goal-oriented requirement
analysis and design (GRAnD). The proposed schema highlights the facts,
dimensions, attributes and measures of UUM’s teaching and learning unit. The
measures from the goal analysis of this unit serve as basis of developing the related
university’s KPIs. The proposed data warehouse schema is evaluated through expert
review, prototyping and usability evaluation. The findings from the evaluation
processes suggest that the proposed data warehouse schema is suitable for
university’s KPIs for teaching and learning KPIs monitoring and practicable. |
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