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Which description below reflects the “Faithful Representation” characteristic of useful financial information?
The information needs to be unbiased and accurate
Which descriptions below about the value chain of consulting firm (i.e., professional services provider) is correct?
Option B
The firm’s value chain does not include operation activities, as it does not produce physical goods
Assume that a manufacturing firm has 10 units of “Item_#02” physically sitting on their shelves and have ordered 5 more units of the item from its supplier (not delivered yet); however, the firm has already promised to sell 3 units of the item to one of its key customers (not despatched yet). Based on the information, what is the current level of Quantity on Hand of the item?
10 units
Assume that in the inventory management system of a manufacturing firm, the Quantity on Hand (QOH), Reorder Point, and Reorder Quantity of “Item_#01” are currently 8, 14, and 4 (in units), respectively. Would you recommend the firm to purchase replenish “Item_#01” and, if yes, what is the minimum amount to purchase?
Yes. The minimum amount to purchase is 8 units
A manager uses last quarter's sales report to decide whether an earlier decision to expand into a new region was correct. Which aspect of Relevance does this illustrate?
Confirmatory value
Materiality
Neutrality
Predictive value
Confirmatory value
A company presents its expenses in the same format every year so users can easily spot similarities and differences. Which enhancing characteristic is this?
Timeliness
Comparability (consistency)
Verifiability
Understandability
Comparability (consistency)
Two independent and knowledgeable accountants analyse the same records and reach the same figures. Which characteristic of useful information does this show?
Relevance
Availability
Verifiability
Timeliness
Verifiability
Which statement best describes the trade-off between timeliness and understandability for information used in a weekly sales meeting versus an annual report?
The weekly meeting favours information that is quick to produce, while the annual report favours carefully presented information
The weekly meeting needs polished, fully audited information, so it should be delayed
Annual reports should favour speed over clear presentation
Both documents should be prepared in exactly the same way
The weekly meeting favours information that is quick to produce, while the annual report favours carefully presented information
The values "2/22/14", "ABC Company" and "123, 99, 3, 20, 60" appear on a screen with no labels. After they are organised into a sales invoice, they become:
Information, because they are organised in a meaningful context
Data, because they remain facts
Input, because they have not been processed
Feedback, because they can be reviewed
Information, because they are organised in a meaningful context
Which of the following is NOT one of the six components of an AIS?
Competitors in the industry
People who use the system
Internal controls and security measures
Software used to process the data
Competitors in the industry
A report costs $1,800 to produce and improves a decision in a way worth $5,000. What is the value of the information?
$6,800
$1,800
$5,000
$3,200
$3,200
A manager receives 40 detailed reports each week and finds it harder to make good decisions. This best illustrates:
Information overload
Weak confirmatory value
Goal conflict
Poor verifiability
Information overload
Which of the following is a PRIMARY activity in the value chain?
Service (post-sale repairs and maintenance)
Firm infrastructure
Purchasing
Technology
Service (post-sale repairs and maintenance)
Question 10 of 18
Ordering, receiving and temporarily storing merchandise that will be sold to customers is which value chain activity?
Operations
Purchasing
Inbound logistics
Outbound logistics
Inbound logistics
Recruiting, hiring, training and compensating employees falls under which value chain category?
A primary activity (service)
A support activity (firm infrastructure)
A primary activity (operations)
A support activity (human resource management)
A support activity (human resource management)
The sales department offers heavy discounts to hit its sales target, but this reduces the company's overall profit. This is an example of:
Goal congruence
Information overload
Supply chain integration
Goal conflict
Goal conflict
Which is a benefit of XBRL?
It converts financial data into paper-based reports
It guarantees that reported numbers are accurate
It tags data with standard definitions so computers can import and process it automatically
It removes the need for internal controls
It tags data with standard definitions so computers can import and process it automatically
In the give-get framework, which cycle involves giving cash and getting labour?
Production cycle
Financing cycle
Expenditure cycle
Payroll (HR) cycle
Payroll (HR) cycle
A firm has 40 units of an item on its shelves, has ordered 12 more units from its supplier (not yet received), and has promised 15 units to customers (not yet delivered). What is the Quantity Available?
43 units
67 units
37 units
52 units
37 units
A customer has a credit limit of $10,000 and an outstanding balance of $6,500. The customer places a new order worth $4,200. What is the customer's available limit, and can the order be approved on credit as is?
$6,500; yes, the order is approved
$10,000; yes, the order is approved
$3,500; no, the order exceeds the available limit
$3,500; yes, the order is approved
$3,500; no, the order exceeds the available limit
In a credit sale, which effect on the accounts occurs when the customer is invoiced?
Inventory on hand decreases
Cash increases
Accounts receivable increases
Accounts receivable decreases
Accounts receivable increases
Which sequence correctly describes a purchase on credit?
Place order, receive goods, receive invoice, make payment
Receive invoice, place order, receive goods, make payment
Place order, make payment, receive goods, receive invoice
Place order, receive invoice, make payment, receive goods
Place order, receive goods, receive invoice, make payment
Which of the following descriptions about cryptic data values is correct?
Option A
A null or missing value in cryptic datasets is usually substituted using the mean of the existing values
Option B
Cryptic data values have meanings independent of contexts and coding scheme
Option C
Cryptic data values usually have only dichotomous variable, typically 0 or 1, to show Yes/No or True/False
Option D
One would not be able to interpret the meanings of cryptic data values without a coding scheme
Option D
One would not be able to interpret the meanings of cryptic data values without a coding scheme
Which technique involves separating data from a single field into multiple fields?
Option A
Data structuring
Option B
Data aggregation
Option C
Data de-duplication
Option D
Data parsing
Option D
Data parsing
Which attribute of high-quality data ensures that data measures what it is intended to measure?
Option A
Objective
Option B
Consistent
Option C
Comparable
Option D
Valid
Option D
Valid
What does “pivoting data” refer to in data transformation?
Option A
Rotating data from rows to columns
Option B
Standardizing the format of data
Option C
Aggregating data at different levels
Option D
Replacing missing data
Option A
Rotating data from rows to columns
Which of the following options is NOT an attribute of high-quality data?
Option A
Timely
Option B
Complete
Option C
Accurate
Option D
Flexible
Flexible
Which option lists the four steps of transforming data in the correct order?
Standardising, structuring, validating, cleaning
Validating, structuring, cleaning, standardising
Structuring, standardising, cleaning, validating
Cleaning, structuring, standardising, validating
Structuring, standardising, cleaning, validating
According to EY, which ability within an analytics mindset is the focus of this week's topic on transforming data?
Apply appropriate data analytic techniques
Ask the right questions
Interpret and share results with stakeholders
Extract, transform and load relevant data
Extract, transform and load relevant data
A sale occurred on 27 December but was recorded as occurring on 4 January of the following year. Which attribute of high-quality data is violated?
Accurate
Complete
Consistent
Timely
Accurate
An annual evaluation of vendor performance contains only seven months of data. Which attribute of high-quality data is violated?
Complete
Accurate
Timely
Valid
Complete
A company irregularly switches the denomination of its reported amounts between thousands and millions. Which attribute of high-quality data is violated?
Accurate
Timely
Consistent
Complete
Consistent
A marketing team is using customer purchasing metrics that are two years old to plan a campaign. Which attribute of high-quality data is violated?
Consistent
Timely
Complete
Valid
Timely
A company sums every individual sale by sales manager to evaluate manager performance. What is the main consequence of this aggregation?
Duplicate records are removed
Missing values are replaced with the mean
The details of each individual sale are lost
The data is converted from long to wide format
The details of each individual sale are lost
An analyst combines the People (HR), Orders (Sales) and Returns (Customer Care) sheets, using VLOOKUP, to find which region has the highest return rate. Which data structuring technique is this?
Pivoting
Parsing
Joining
Aggregating
Joining
Which statement about the two pivoted table formats in the lecture is correct?
The long format loses information compared with the wide format
Both formats are equally good for analysis and reporting
Vendors in rows with product categories in columns is better for analysis than reporting
The long format (vendor, attribute, value) is better for analysis but less concise for reporting
The long format (vendor, attribute, value) is better for analysis but less concise for reporting
Why is a raw JSON file difficult to analyse directly in Excel?
It cannot contain location data
It contains only numeric data
It is stored in a fully aggregated format
It is nested and multi-level, stored in a textual format rather than rows and columns
It is nested and multi-level, stored in a textual format rather than rows and columns
ProductID values repeat across product categories, so a new column combining ProductCategory and ProductID (e.g. "1-3") is created. What is the main purpose?
To replace missing values
To create a unique identifier for each product
To separate one field into several fields
To remove duplicate rows
To create a unique identifier for each product
A machine status field contains only 1 (healthy) or 0 (down). What is this type of field called?
Dummy (dichotomous) variable
Imputed value
Concatenated field
Misfielded data value
Dummy (dichotomous) variable
In an extract, the City column contains state abbreviations (e.g. MI, NC) and the State column contains city names (e.g. Owosso, Concord). This is an example of:
A contradiction error
Data imputation
Misfielded data values
A threshold violation
Misfielded data values
A date column contains "April 3, 1982", "3 April 1982" and "03/04/82". Which standardisation issue does this show?
Aggregation
Concatenation
Cryptic data values
Data consistency
Data consistency
Rows 10 and 11 of a vendor extract contain identical information (DeShawn Williams, same phone and address). Which data cleaning step addresses this?
Data concatenation
Data pivoting
Data de-duplication
Data imputation
Data de-duplication
S&S plans to analyse only kitchen appliances and fans (categories 1 and 2), so it removes all rows for hand tools (category 3). This is:
Data filtering
Data de-duplication
Data parsing
Data aggregation
Data filtering
You find null values in the EarlyPayDiscount field. What should you do first?
Go back to the original source and verify the information was not lost during extraction
Replace them all with the mean
Ignore them and proceed to validation
Delete every row with a null value
Go back to the original source and verify the information was not lost during extraction
Sales for four employees are Alex $1,200, Brooke (missing), Casey $1,500 and Drew $1,300. Using mean imputation, what value replaces Brooke's missing sales?
$1,500
$1,000
$1,167
$1,333
$1,333
Not quite. The correct answer is $1,333.Mean of the existing values = (1,200 + 1,500 + 1,300) / 3 = 4,000 / 3 ≈ 1,333. Imputation replaces a missing value with a substituted value and only works with numeric data.
Milton Armstrong's phone number on line 16 differs from his phone number on lines 2, 5 and 14. This is a:
Threshold violation
Data contradiction error
Violated attribute dependency
Data entry error
Data contradiction error
A PhoneNumber field always has 10 numeric characters, except one record with 13 because of an extra "(208)". This is a:
Misfielded data value
Contradiction error
Data threshold violation
Duplicate record
Data threshold violation
A record lists Concord, North Carolina with zip code 94519, which belongs to Concord, California. This is a:
Violated attribute dependency
Contradiction error
Data entry error
Threshold violation
Violated attribute dependency
"San Diego" is typed as "SanDgieo" in several rows. This is an example of:
A data entry error
A threshold violation
Data imputation
Data aggregation
A data entry error
After transforming a general ledger extract, an accountant confirms that total debits equal total credits. Which data validation technique is this?
Basic statistical tests
Audit a sample
Advanced testing techniques
Visual inspection
Advanced testing techniques
A team reviews a portion of the transformed records in detail to make sure a certain percentage is correct. Which data validation technique is this?
Basic statistical tests
Audit a sample
Visual inspection
Advanced testing techniques
Audit a sample
An analyst compares the counts, mean and standard deviation of a field before and after transformation to check for problems. Which data validation technique is this?
Advanced testing techniques
Visual inspection
Basic statistical tests
Audit a sample
Basic statistical tests
Which statement best describes a digital footprint?
A temporary record that is deleted when you close the browser
Only the content you deliberately post publicly
The password history stored on your device
The trail of data left by your online activities, forming a permanent and evolving record
The trail of data left by your online activities, forming a permanent and evolving record
Which statement best reflects the lecture's view of Google's collection of user data?
It is ethical as long as users choose private browsing mode
It is illegal because companies may never collect personal data
It is both legal and ethical because users give consent
It can be legal if disclosed in the policy, but not necessarily ethical because users may not fully understand what they consent to
It can be legal if disclosed in the policy, but not necessarily ethical because users may not fully understand what they consent to
According to the lecture, which is the MOST important control for protecting confidentiality and privacy?
Encryption
Training employees to handle information properly
Data loss prevention software
Digital watermarks
Training employees to handle information properly
Which statement about encryption is correct?
It converts plaintext into unreadable ciphertext, and decryption reverses the process
It permanently deletes sensitive data
It is a detective control that identifies data leaks
It converts ciphertext into plaintext so it can be shared widely
It converts plaintext into unreadable ciphertext, and decryption reverses the process
Which statement about the factors that influence encryption strength is correct?
Shorter keys are stronger because they are harder to guess
Key storage does not matter if the algorithm is strong
Longer keys are stronger, and keys must be stored securely with strong access controls
Only the algorithm affects strength
Longer keys are stronger, and keys must be stored securely with strong access controls
A company wants all of its trading partners to encrypt orders with a key it publishes, so that only the company can read them. Which type of encryption is this?
Symmetric encryption
Asymmetric encryption
A parity bit
A checksum
Asymmetric encryption
Which statement about symmetric encryption is correct?
A public key encrypts and a private key decrypts
One key can safely be shared with all trading partners
It does not require any key
The same key encrypts and decrypts, so both parties must share it securely
The same key encrypts and decrypts, so both parties must share it securely
In asymmetric encryption, which key is used to decrypt a message that was encrypted with the receiver's public key?
The receiver's private key
The receiver's public key
A shared key given to every trading partner
The sender's public key
The receiver's private key
Encrypting information before sending it over the internet to securely transmit it between sender and receiver creates a:
A hot site
A digital watermark
A differential backup
A Virtual Private Network (VPN)
A Virtual Private Network (VPN)
A company wants to control not only who can open a sensitive document, but also whether they can copy, print or download it. Which tool provides this?
A parity bit
Information Rights Management (IRM)
Cross-footing
Data Loss Prevention (DLP)
Information Rights Management (IRM)
An email containing key phrases linked to the company's intellectual property is automatically blocked before it leaves the network. Which control is this?
Data Loss Prevention (DLP)
Cross-footing
A parity bit
Information Rights Management (IRM)
Data Loss Prevention (DLP)
A user types letters into a field that should contain only numbers, and the system rejects the entry. Which input control is this?
Completeness check
Size check
Sign check
Field check
Field check
A system rejects a sales order where the quantity ordered is entered as −50. Which input control is this?
Completeness check
Size check
Field check
Sign check
Sign check
The payroll system rejects an hourly wage that is lower than the legal minimum wage. Which input control is this?
Limit check
Completeness check
Validity check
Reasonableness test
Limit check The correct answer is Limit check.A limit check tests a numerical amount against a fixed value, for example an hourly wage that must be at least the minimum wage.
A gradebook accepts a mark only if it is between 0 and 100. Which input control is this?
Field check
Range check
Sign check
Limit check
Range check
The system flags 15 hours of overtime for an employee who has worked only 20 regular hours that week. Which input control is this?
Validity check
Check digit verification
Reasonableness test
Size check
Reasonableness test
A product number entered on a sales order is compared with the inventory master file, and the order is rejected because no such product exists. Which input control is this?
Sign check
Validity check
Completeness check
Limit check
Validity check
A new customer record cannot be saved until the name, address and phone number fields are all filled in. Which input control is this?
Field check
Range check
Reasonableness test
Completeness check
Completeness check
An employee ID field holds 8 digits, and the system rejects an entry of 9 digits. Which input control is this?
Check digit verification
Sign check
Size check
Validity check
Size check
The system requires a purchase order and a receiving report to match before a vendor payment is released. Which processing control is this?
Zero-balance test
Data matching
Cross-footing
Write-protection
Data matching
A report's grand total is calculated by adding the row totals and also by adding the column totals, and the two results are compared. Which processing control is this?
Zero-balance test
Cross-footing
Recalculation of batch totals
Concurrent update control
Cross-footing
After allocating all labour costs to expenses, the payroll clearing account is checked to confirm that its balance is zero. Which processing control is this?
Parity bit
Cross-footing
Zero-balance test
Validity check
Zero-balance test
The number of employees in the payroll file is compared with the number in the HR database to detect fictitious employees. Which output control is this?
External data reconciliation
Size check
Checksum
Write-protection
External data reconciliation
he sending device and the receiving device each calculate a hash of a file to verify that it arrived accurately. Which data transmission control is this?
Cross-footing
Data maskingI
Reasonableness test
Checksum
Checksum
A company stores its data on a RAID setup so that if one drive fails, the system keeps working. Which availability concept does this illustrate?
Differential backup
Fault tolerance
Recovery point objective
Cold site
Fault tolerance
Management states that, after a disaster, the company can afford to lose at most one hour of transactions. Which metric is this?
Recovery point objective (RPO)
Recovery time objective (RTO)
Fault tolerance
Business continuity plan (BCP)
Recovery point objective (RPO)
Management states that the order system must be restored within four hours of a disaster. Which metric is this?
Recovery time objective (RTO)
Differential backup
Recovery point objective (RPO)
Real-time mirroring
Recovery time objective (RTO)
Which backup strategy copies only items changed since the last backup of any type and uses the least storage space?
Real-time mirroring
Differential backup
Full backup
Incremental backup
Incremental backup
A company takes a full backup on Sunday and differential backups on other days. What does Wednesday's differential backup copy?
All changes made since Sunday's full backup
Only Wednesday's changes since the last backup of any type
A complete copy of the entire database
Only Tuesday's changes
All changes made since Sunday's full backup
Which disaster recovery option is a completely operational facility with all of the necessary hardware and software?
Business continuity plan
Hot site
Cold site
Parity bit
Hot site
What does the lecture recommend about a Business Continuity Plan (BCP)?
Keep it secret from most employees
Test it only after a real disaster
Regularly test and monitor it to find unanticipated risks and overlooked details
Write it once and avoid changing it
Regularly test and monitor it to find unanticipated risks and overlooked details
Which of the following descriptions about Robotic Process Automation (RPA) technology is correct?
Option A
RPA technology is suitable for performing mechanical and repetitive tasks, yet not suitable for performing tasks that require significant human expertise
Option B
The human intelligence of RPA technology stems from its underlying pre-programmed rule-based logic (e.g., conditional statement)
Option C
The human intelligence possessed and displayed by RPA technology makes it suitable for performing tasks that typically require human intelligence
Option D
RPA technology is suitable for processing tasks in large volume and with unstructured/unstandardized inputs
Option A
Correct: RPA technology is suitable for performing mechanical and repetitive tasks, yet not suitable for performing tasks that require significant human expertise
Which of the following descriptions about the “Software as a Service” (SaaS) type of cloud computing service is correct?
Option A
SaaS provides customers with fully self-service computers, networking components, storage, servers and operating systems, sufficient to enable the customers to deploy their own software
Option B
Amazon Web Services is a typical provider of SaaS
Option C
SaaS provides software applications that a business can rent and use on demand from cloud computing providers
Option D
SaaS provides customers with a platform for software development
Correct: SaaS provides software applications that a business can rent and use on demand from cloud computing providers
Which of the following descriptions about emerging and disruptive technologies is correct?
Option A
Blockchain is characterized by decentralized and distributed ledgers
Option B
The implementation and maintenance of blockchain entail simple and basic infrastructure, which are unlikely to incur a high cost
Option C
Despite its low cost of implementation, blockchain displays risks associated with data transparency, data integrity, data retention, data security, and data validity compared to traditional accounting methods
Option D
Blockchain is characterized by a centralized ledger structure that facilitates all participants implicated in a transaction to access the central ledger
Option A
Correct: Blockchain is characterized by decentralized and distributed ledgers
Correct answer
Which of the following descriptions about emerging and disruptive technologies is correct?
Option A
Disruptive technology refers to a technology that is becoming obsolete
Option B
Every technology starts as emerging, then moves to disruptive, and finally becomes widely used
Option C
Emerging technology refers to the new technology that enters the market but is not yet regularly used by companies
Option D
Emerging technology refers to the new technology that has been adopted by the majority of the companies in an industry
Option C
Correct: Emerging technology refers to the new technology that enters the market but is not yet regularly used by companies
Which of the following facts of big data is irrelevant to its velocity characteristic?
Option A
Accounting data nowadays is usually generated and arrives as continuous streams rather than periodic batches
Option B
Enterprise Resource Planning (ERP) systems continuously update accounting records for organizations
Option C
The global financial market produces data in milliseconds, which needs to be analysed in a real-time manner to extract useful and actionable insights
Option D
Walmart stores years of historical sales records containing billions of transactions for forecasting and business analysis
Option D
Walmart stores years of historical sales records containing billions of transactions for forecasting and business analysis
Which of the following statements is most appropriate regarding the communication and sharing of data analysis results?
Option A
Data analysts should minimize the use of visualization tools when communicating data analysis results to stakeholders
Option B
Data analysis results should be communicated using clear and plain language to ensure understandability of the communication
Option C
Demonstrating the sophistication of analysis methods is more important than addressing the objectives of stakeholders or audience preferences
Option D
Ethical consideration is usually a concern when collecting data, but not when communicating data analysis results
Option B
Data analysis results should be communicated using clear and plain language to ensure understandability of the communication
Which of the following principles is irrelevant to the SMART framework used when proposing a good business question?
Option A
The answer from a question should provide decision makers with actionable insights
Option B
The inputs to answering a question must be measurable
Option C
A question needs to be direct and able to generate a meaningful answer
Option D
Answering a question needs to generate economic returns to organizations
Option D
Answering a question needs to generate economic returns to organizations
hich of the following questions could be best answered using diagnostic analysis?
Option A
What was the effective tax rate for the year?
Option B
Why did the amount of bad debts increase significantly in the past year?
Option C
What is likelihood of collecting all the outstanding payments from a client?
Option D
Will the total revenue increase next year?
Why did the amount of bad debts increase significantly in the past year?
Which of the following colour design options is most appropriate?
Option A
Use green for the decreasing trend, and red for the increasing trend, when visualising stock price
Option B
Visualise nominal categorical data based on the brightness of red colour
Option C
Use red, green, and blue to represent analogous products
Option D
Use green for the increasing trend, and red for the declining trend, when visualising customer satisfaction
Option D
Use green for the increasing trend, and red for the declining trend, when visualising customer satisfaction
Which of the following statements is correct in describing the histogram that visualises a dataset whose mean is larger than its median?
Option A
The histogram will display a tail pointing to the left
Option B
The histogram will be symmetric in its shape
Option C
The histogram will display a tail pointing to the right
Option D
The histogram will display a normal distribution
The histogram will display a tail pointing to the right
Assume that a manager of the Human Resource department attempts to use a traditional (i.e., vertical, unstacked) bar chart to visualise and compare employee productivity. Which of following practices represents ethical data presentation?
Option A
The manager keeps the width of bars presenting the male and female employees identical, despite the observed differences in their productivity
Option B
Given the extremely small and negligible difference in productivity between male and female employees, the manager adds red colour to the bar representing the less productive group to enhance emphasis
Option C
Given the corporate goal to enhance employee productivity, the manager presents in the chart only the employee groups that display productivity improvement whilst omitting the groups that do not
Option D
The manager ignores the employees who identify their gender as non-binary in the chart, given the extremely small number of the employees in the company
The manager keeps the width of bars presenting the male and female employees identical, despite the observed differences in their productivity
Which practice listed below aligns best with the principles for creating good visualisation?
Option A
A stacked bar chart is used to compare the monthly revenue of a company, and the various business lines contributing to the revenue
Option B
A heat map is made as colourful as possible, to increase its vividness and so to catch the audience’s attention
Option C
The data analysts in a company visualise its financial and accounting data in a manner that convinces relevant stakeholders of the achievement of corporate goals
Option D
The colours used in a pie chart are chosen based on their visual and psychological effects, independent of a company’s theme colour
A stacked bar chart is used to compare the monthly revenue of a company, and the various business lines contributing to the revenue
For a university’s learning management system (LMS), which of the following access control choices is most appropriate?
Option A
Lecturers should be given unrestricted write and update accesses to course materials
Option B
Students should be given unrestricted read-only access to course materials, but not any update or write accesses to the materials
Option C
A course coordinator should be given the write and update accesses to the list of enrolled students, but in a restricted rather than unrestricted manner
Option D
Even a course coordinator should not be given unrestricted update access to students’ coursework marks
Even a course coordinator should not be given unrestricted update access to students’ coursework marks
Which of the following descriptions about database anomalies is incorrect?
Option A
There will be difficulties for valid business facts to be entered independently into a database due to update anomaly
Option B
Delete anomaly is likely to cause unintended data losses when deleting records from a database
Option C
Update anomaly does not necessarily prohibit a database administrator from updating the existing information in a database
Option D
Update anomaly usually causes data contradiction errors
There will be difficulties for valid business facts to be entered independently into a database due to update anomaly
Which of the following descriptions of optionality and cardinality constraints is correct?
Option A
Both optionality and cardinality constraints need to be defined based on the technical aspects of database design
Option B
Both optionality and cardinality constraints define whether the relationship between two entities is mandatory or not
Option C
A normalised database does not necessarily satisfy the optionality and cardinality constraints
Option D
Optionality constraint defines the maximum number of relationships allowed between two entities, but cardinality constraint does not
Option C
A normalised database does not necessarily satisfy the optionality and cardinality constraints
Which of the following descriptions about the primary and foreign keys are correct?
Option A
The keys’ entity and referential integrity is usually not a consideration in a conceptual ERD
Option B
A primary key can be a null value if it does not apply to a record
Option C
In a relational database, the foreign key in a table does not have to be the primary key in another related table
Option D
The enterprise-level view of database usually involves the identification of primary and foreign keys
Option C
In a relational database, the foreign key in a table does not have to be the primary key in another related table

Which of the following options provides the most appropriate labels for Processes 1 and 2 in the system flow chart below?
Option A
Update order details; Record new inventory items
Option B
Extract order details; Record new inventory items
Option C
Extract order details; Update inventory level
Option D
Record new orders; Extract inventory details
Option E
Record new orders; Update inventory level
Option E
Record new orders; Update inventory level