WGU D522 EXAM / DATA ANALYTICS
FOR ACCOUNTANTS 1 / WGU D522 DATA
ANALYTICS FOR ACCOUNTANTS 1
OBJECTIVE ASSESSMENT (OA) ACTUAL
EXAM 2026/2027 COMPLETE ACCURATE
EXAM APPROVED QUESTIONS AND
CORRECT VERIFIED ANSWERS (DETAILED
ANSWERS) LATEST UPDATED
Section 1: Data Analytics Foundations and IMPACT Cycle (Q1-Q25)
Q1. Which of the following best defines data analytics in the context
of accounting?
A) The process of collecting and storing financial transactions in a database
B) The science of examining raw data to draw conclusions and support
decision-making
C) The preparation of financial statements in accordance with GAAP
D) The use of spreadsheets to organize trial balance accounts
Answer: B
Rationale: Data analytics in accounting involves the systematic
computational analysis of data to uncover patterns, correlations, and insights
that support informed business decisions. While options A, C, and D describe
,related tasks, they do not capture the analytical and decision-support essence
of data analytics.
Q2. Which type of analytics answers the question, "What happened?"
A) Diagnostic analytics
B) Descriptive analytics
C) Predictive analytics
D) Prescriptive analytics
Answer: B
Rationale: Descriptive analytics summarizes historical data to identify what
has occurred. Diagnostic analytics explains why something happened,
predictive analytics forecasts future outcomes, and prescriptive analytics
recommends actions.
Q3. A controller reviews monthly sales variances to identify why
revenue fell short of budget. This activity is an example of:
A) Descriptive analytics
B) Diagnostic analytics
C) Predictive analytics
D) Prescriptive analytics
Answer: B
Rationale: Diagnostic analytics seeks to understand causes and drivers of
outcomes. The controller is investigating the "why" behind the variance,
making this diagnostic analytics.
,Q4. A CFO uses a model to recommend optimal credit limits for
customers based on risk and profitability. This is an example of:
A) Descriptive analytics
B) Diagnostic analytics
C) Predictive analytics
D) Prescriptive analytics
Answer: D
Rationale: Prescriptive analytics goes beyond prediction to suggest actionable
recommendations. By recommending actions to achieve desired outcomes,
this demonstrates prescriptive analytics.
Q5. The IMPACT cycle in data analytics for accountants includes which
steps?
A) Plan, Code, Test, Deploy, Maintain
B) Identify questions, Master data, Perform analysis, Clean/transform,
Analyze, Tell a story
C) Collect, Store, Report, Audit, Archive
D) Define, Design, Develop, Deliver, Document
Answer: B
Rationale: IMPACT provides a structured analytics workflow for accountants:
Identify questions, Master the data, Perform analysis, Clean/transform,
Analyze, and Tell a story.
, Q6. In the IMPACT cycle, "Identify questions" primarily involves:
A) Writing code first
B) Defining the business or accounting problem and objectives
C) Cleaning data before understanding the problem
D) Creating final reports immediately
Answer: B
Rationale: Clear questions guide the entire analytics process. The first step is
defining the business problem and objectives, not jumping to coding or
reporting.
Q7. "Master the data" in the IMPACT cycle focuses on:
A) Ignoring data sources
B) Understanding data sources, structure, and relevance to the question
C) Only visualizing data
D) Deleting all raw data
Answer: B
Rationale: This step ensures you know what data you have, where it comes
from, and its quality before beginning analysis.
Q8. Data cleaning and transformation in the IMPACT cycle is important
because:
A) Raw data is always perfect
B) Real-world data often contains errors, inconsistencies, and missing values
FOR ACCOUNTANTS 1 / WGU D522 DATA
ANALYTICS FOR ACCOUNTANTS 1
OBJECTIVE ASSESSMENT (OA) ACTUAL
EXAM 2026/2027 COMPLETE ACCURATE
EXAM APPROVED QUESTIONS AND
CORRECT VERIFIED ANSWERS (DETAILED
ANSWERS) LATEST UPDATED
Section 1: Data Analytics Foundations and IMPACT Cycle (Q1-Q25)
Q1. Which of the following best defines data analytics in the context
of accounting?
A) The process of collecting and storing financial transactions in a database
B) The science of examining raw data to draw conclusions and support
decision-making
C) The preparation of financial statements in accordance with GAAP
D) The use of spreadsheets to organize trial balance accounts
Answer: B
Rationale: Data analytics in accounting involves the systematic
computational analysis of data to uncover patterns, correlations, and insights
that support informed business decisions. While options A, C, and D describe
,related tasks, they do not capture the analytical and decision-support essence
of data analytics.
Q2. Which type of analytics answers the question, "What happened?"
A) Diagnostic analytics
B) Descriptive analytics
C) Predictive analytics
D) Prescriptive analytics
Answer: B
Rationale: Descriptive analytics summarizes historical data to identify what
has occurred. Diagnostic analytics explains why something happened,
predictive analytics forecasts future outcomes, and prescriptive analytics
recommends actions.
Q3. A controller reviews monthly sales variances to identify why
revenue fell short of budget. This activity is an example of:
A) Descriptive analytics
B) Diagnostic analytics
C) Predictive analytics
D) Prescriptive analytics
Answer: B
Rationale: Diagnostic analytics seeks to understand causes and drivers of
outcomes. The controller is investigating the "why" behind the variance,
making this diagnostic analytics.
,Q4. A CFO uses a model to recommend optimal credit limits for
customers based on risk and profitability. This is an example of:
A) Descriptive analytics
B) Diagnostic analytics
C) Predictive analytics
D) Prescriptive analytics
Answer: D
Rationale: Prescriptive analytics goes beyond prediction to suggest actionable
recommendations. By recommending actions to achieve desired outcomes,
this demonstrates prescriptive analytics.
Q5. The IMPACT cycle in data analytics for accountants includes which
steps?
A) Plan, Code, Test, Deploy, Maintain
B) Identify questions, Master data, Perform analysis, Clean/transform,
Analyze, Tell a story
C) Collect, Store, Report, Audit, Archive
D) Define, Design, Develop, Deliver, Document
Answer: B
Rationale: IMPACT provides a structured analytics workflow for accountants:
Identify questions, Master the data, Perform analysis, Clean/transform,
Analyze, and Tell a story.
, Q6. In the IMPACT cycle, "Identify questions" primarily involves:
A) Writing code first
B) Defining the business or accounting problem and objectives
C) Cleaning data before understanding the problem
D) Creating final reports immediately
Answer: B
Rationale: Clear questions guide the entire analytics process. The first step is
defining the business problem and objectives, not jumping to coding or
reporting.
Q7. "Master the data" in the IMPACT cycle focuses on:
A) Ignoring data sources
B) Understanding data sources, structure, and relevance to the question
C) Only visualizing data
D) Deleting all raw data
Answer: B
Rationale: This step ensures you know what data you have, where it comes
from, and its quality before beginning analysis.
Q8. Data cleaning and transformation in the IMPACT cycle is important
because:
A) Raw data is always perfect
B) Real-world data often contains errors, inconsistencies, and missing values
