DATA ANALYTICS FOR ACCOUNTING 3RD
EDITION EXAMINATION TEST COMPLETE
QUESTIONS AND ANSWERS
◉ What is the first step of the IMPACT model?
Answer: Identify the questions that need to be addressed in the
business.
◉ What does 'Master the Data' entail in the IMPACT model?
Answer: It involves understanding what data are available and how
they relate to the problem.
◉ What types of models can be used in the 'Perform the Test Plan'
step?
Answer: Classification, Regression, Similarity matching, Clustering,
Co-occurrence grouping, and Profiling.
◉ What is the purpose of the 'Address and Refine Results' step?
Answer: To identify issues with analyses and refine the model by
asking further questions and exploring data.
◉ What is important in the 'Communicate Insights' step?
,Answer: Using clear language and visualizations like dashboards and
reports to communicate findings.
◉ What does the 'Track Outcomes' step involve?
Answer: Following up on the results of the analysis and observing
trends and changes over time.
◉ What skills do accountants need for data analytics?
Answer: They need to articulate business problems, communicate
with data scientists, draw conclusions, and present results.
◉ What are the key data analytics tools mentioned?
Answer: Microsoft tools (Excel, Power BI) and Tableau tools
(Tableau Prep Builder, Tableau Desktop).
◉ What is the role of data scrubbing in data analytics?
Answer: It involves preparing data to ensure quality and
completeness before analysis.
◉ What is a primary key in a relational database?
Answer: A unique identifier for a record in a table.
◉ What is a foreign key?
, Answer: An attribute in one table that points to a primary key in
another table.
◉ What are composite keys?
Answer: A combination of two foreign keys used for line items in a
database.
◉ What is the significance of descriptive attributes?
Answer: They include all other attributes that provide additional
information about records.
◉ How does data analytics change the audit process?
Answer: It allows auditors to consider 100% of transactions,
improving risk detection.
◉ What is the relationship between data analytics and tax planning?
Answer: Data analytics helps companies develop sophisticated tax
planning strategies and understand tax implications.
◉ What ethical considerations are involved in data collection?
Answer: Ensuring data is collected and used responsibly and in
compliance with regulations.
EDITION EXAMINATION TEST COMPLETE
QUESTIONS AND ANSWERS
◉ What is the first step of the IMPACT model?
Answer: Identify the questions that need to be addressed in the
business.
◉ What does 'Master the Data' entail in the IMPACT model?
Answer: It involves understanding what data are available and how
they relate to the problem.
◉ What types of models can be used in the 'Perform the Test Plan'
step?
Answer: Classification, Regression, Similarity matching, Clustering,
Co-occurrence grouping, and Profiling.
◉ What is the purpose of the 'Address and Refine Results' step?
Answer: To identify issues with analyses and refine the model by
asking further questions and exploring data.
◉ What is important in the 'Communicate Insights' step?
,Answer: Using clear language and visualizations like dashboards and
reports to communicate findings.
◉ What does the 'Track Outcomes' step involve?
Answer: Following up on the results of the analysis and observing
trends and changes over time.
◉ What skills do accountants need for data analytics?
Answer: They need to articulate business problems, communicate
with data scientists, draw conclusions, and present results.
◉ What are the key data analytics tools mentioned?
Answer: Microsoft tools (Excel, Power BI) and Tableau tools
(Tableau Prep Builder, Tableau Desktop).
◉ What is the role of data scrubbing in data analytics?
Answer: It involves preparing data to ensure quality and
completeness before analysis.
◉ What is a primary key in a relational database?
Answer: A unique identifier for a record in a table.
◉ What is a foreign key?
, Answer: An attribute in one table that points to a primary key in
another table.
◉ What are composite keys?
Answer: A combination of two foreign keys used for line items in a
database.
◉ What is the significance of descriptive attributes?
Answer: They include all other attributes that provide additional
information about records.
◉ How does data analytics change the audit process?
Answer: It allows auditors to consider 100% of transactions,
improving risk detection.
◉ What is the relationship between data analytics and tax planning?
Answer: Data analytics helps companies develop sophisticated tax
planning strategies and understand tax implications.
◉ What ethical considerations are involved in data collection?
Answer: Ensuring data is collected and used responsibly and in
compliance with regulations.
