Writing Guidelines

Critical Requirements Deviation May Result in Zero

• Business writing style: Third person only no “I,” “me,” or “my”
• Graduate-level work: Clear reasoning, specific examples, proper citations
• Professional tone: No casual language or conversational style

Approach Strategy

• Question your sources: Not all sources are equally valid evaluate authority and credibility critically
• Value of older articles: While some readings may appear dated, they remain widely referenced by industry leaders and provide foundational knowledge
• Curated collection: These articles have been hand-selected by your professor to build a robust foundation this collection is difficult to find elsewhere

6

Assignment 6

Data Warehousing

Required Reading

“The Benefits of Data Warehousing: Why Some Organizations Realize Exceptional Payoffs”

Watson, H.J., Goodhue, D.L., Wixom, B.H.

Information & Management, 2002

Can’t open the link? All articles are available under Files Articles

Context: Data Warehousing in the Age of Big Data

In the world of Big Data and Data Analytics, the Data Warehouse has become a powerful tool. It grew out of operational databases into its present form and serves as the foundation for business intelligence and analytics capabilities.

Career Relevance

Today, related skills such as Hadoop and SQL are highly sought after, with a promise for great career opportunities. Understanding data warehousing concepts is foundational for roles in data analytics, business intelligence, and data engineering.

A Word of Caution

However, companies must be cautious before simply diving into promising information technology marvels. As with any major IT initiative, understanding the framework for success and the potential pitfalls is essential before implementation.

Your Task: Critique the Framework

The article presents three cases in light of a framework for data warehousing. Your task is to critique this framework by addressing the following:

1. Strengths: What are the framework’s strengths? What does it do well?
2. Weaknesses: What do you think are its weaknesses? Where does it fall short?
3. Suggestions for Improvement:What specific and clear suggestions can you offer to improve the framework?

Tips for Writing a Strong Critique

• Be specific: Don’t just say “the framework is weak” explain exactly which component is weak and why
• Use the cases: Reference the three cases presented in the article to support your critique
• Be constructive: Your suggestions should be actionable improvements, not just complaints
• Consider context: Think about how the framework might apply differently in various organizational contexts

SKILL YOU’RE BUILDING

This assignment develops critical evaluation of frameworks and models the ability to assess the strengths and limitations of established business frameworks rather than accepting them at face value. In the real world, no framework is perfect, and your value as a manager comes from knowing when a model applies, when it doesn’t, and how to adapt it to your specific context.

How this helps with IT decisions:

Vendors and consultants will present you with frameworks, methodologies, and “best practices” for data warehousing, analytics, and AI initiatives. Your ability to critically evaluate these frameworks identifying what’s useful, what’s missing, and what needs adaptation for your organization separates informed decision-makers from those who blindly follow consultant recommendations.

LENGTH

2 Pages

SPACING

1.5

FONT

Times New Roman 12pt

or Calibri 11pt