Learn about the maturity model level where data analytics capabilities are “ad hoc” and uncoordinated, a key concept for the APMG International Certified Enterprise Big Data Professional (EBDP) certification exam.
Table of Contents
Question
At which level of the maturity model are data analytics capabilities considered “ad hoc” and uncoordinated?
A. Level 1 – Analytically Impaired
B. Level 2 – Localized Analytics
C. Level 3 – Analytical Operation
D. Level 4 – Analytical Enterprise
Answer
A. Level 1 – Analytically Impaired
Explanation
The maturity model for data analytics describes an organization’s progression in its ability to use data effectively for decision-making. At Level 1 – Analytically Impaired, organizations exhibit the following characteristics:
- Ad Hoc and Uncoordinated Efforts: Data analytics activities are sporadic, with no structured or standardized processes in place.
- Lack of Strategy: There is little to no organizational strategy for leveraging data analytics, resulting in minimal alignment with business goals.
- Limited Tools and Resources: Data analysis often relies on basic tools like spreadsheets, with no advanced technologies or frameworks.
- Isolated Initiatives: Analytics efforts are typically confined to individual departments or teams without collaboration or integration across the organization.
- Reactive Decision-Making: Decisions are made based on intuition or past experiences rather than data-driven insights.
This stage reflects an organization’s initial attempts at using data but highlights significant inefficiencies and missed opportunities due to the absence of a cohesive approach.
Why Not the Other Options?
B. Level 2 – Localized Analytics: At this level, some departments begin adopting analytics practices, but these efforts remain siloed and lack enterprise-wide coordination.
C. Level 3 – Analytical Operation: This stage involves more structured processes, with analytics embedded into operations and decision-making.
D. Level 4 – Analytical Enterprise: At this level, analytics is fully integrated across the organization, driving strategic decisions and innovation.
For the EBDP exam, understanding these distinctions is crucial to identifying where an organization stands in its analytics maturity journey.
APMG International Certified Enterprise Big Data Professional (EBDP) certification exam assessment practice question and answer (Q&A) dump including multiple choice questions (MCQ) and objective type questions, with detail explanation and reference available free, helpful to pass the APMG International Certified Enterprise Big Data Professional (EBDP) exam and earn APMG International Certified Enterprise Big Data Professional (EBDP) certification.