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What type of data is most suitable to collect during an interview?
Qualitative data
What type of data is commonly collected using sensors?
Health monitoring data
What data type includes integers, floating point, and date/time values?
Numeric data type
What factor affects data quality when survey questions are biased?
Bias
Which Australian Privacy Principle relates to protecting personal information from misuse or loss?
APP 11
What ethical issue occurs when personal data is collected without consent?
Misuse of personal data
Why is APA referencing important?
To acknowledge intellectual property and maintain academic integrity
What does IPO stand for?
Input-Process-Output
What is a structural characteristic of an RDBMS?
Tables and queries
Which spreadsheet function is commonly used for descriptive statistics?
COUNT
What does encapsulation in OOP mean?
Bundling data and methods into a single unit
What is the best data type for storing a phone number?
Text
What do arrays and lists both do?
Store multiple data items
What naming convention is myVariableName?
Camel casing
What validation technique checks if a value is between 0 and 100?
Range check
What is the purpose of internal documentation?
To explain code structure
Which design tool is used for graphical user interfaces?
Mock-up
What is debugging?
Fixing errors in code
What do control structures determine?
The flow of execution in a program
What is a benefit of low-code development platforms?
Applications can be created faster with less coding
What is a Boolean data type?
A data type with only two possible values such as true/false
What is qualitative data?
Non-numerical descriptive data
What is quantitative data?
Numerical data that can be measured
Difference between qualitative and quantitative data?
Qualitative is descriptive, quantitative is numerical
Why are the Australian Privacy Principles important?
They help protect personal information and ensure proper data handling
Example of APP use?
A company securely storing customer details to prevent data leaks
What does the size characteristic of data refer to?
The amount of data being stored or measured
What is accessibility in data?
How easily users can access information
Example of accessibility?
A website that can be used by people with disabilities
What is accuracy in data?
How correct and error-free the data is
Example of accurate data?
A correctly recorded birth date
What is abstraction in OOP?
Hiding unnecessary details and showing only important features
How do naming conventions benefit software projects?
They improve readability and make code easier to maintain
Three tasks completed during testing besides fixing errors?
Check functionality, test user input, and verify outputs
Two legal requirements in software development?
Copyright law and privacy law
Why must software developers consider copyright law?
To avoid illegally copying code or content
Why must software developers consider privacy law?
To protect user data and follow legal requirements
Why would organisations use both surveys and sensors for data collection?
To collect both personal opinions and accurate real-time measurements
Why is data quality important?
Accurate data leads to better decisions and reliable analysis
Why is complete data important?
Missing data can lead to incorrect conclusions
Spreadsheet formula for median?
=MEDIAN(range)
Spreadsheet formula for standard deviation?
=STDEV(range)
What is a primary key in a database?
A unique identifier for each record
What is a foreign key in a database?
A field that links tables together
What is a relationship in an RDBMS?
A connection between tables using keys
Two components of data visualisation?
Titles and labels
Why are data visualisations useful?
They make trends and patterns easier to understand
What is an attribute in OOP?
A variable that stores data about an object
What is a method in OOP?
A function associated with an object
Example of an attribute in a resident health system?
Age or weight
Example of a method in a resident health system?
Calculate BMI
Difference between arrays and records?
Arrays store one type of data, records store multiple related data types
What is a selection control structure?
A decision-making structure such as IF statements
What is an iteration/repetition control structure?
A loop that repeats instructions
Difference between a function and a procedure?
A function returns a value, a procedure does not
One advantage of functions and procedures?
Code can be reused more easily
What is Hungarian notation?
A naming convention that includes data type prefixes
How would Gender be written in Hungarian notation if it is text?
strGender
How would Age be written in Hungarian notation if it is numerical?
intAge
How does internal documentation help future maintenance?
It helps programmers understand and update the code later
What is the purpose of validation?
To ensure data entered is sensible and correct
What does an existence check do?
Checks that data has been entered
What does a type check do?
Checks that the correct data type is entered
What is a breakpoint in debugging?
A pause point used to inspect code while it runs
What error exists in the calculate_average_weight pseudocode?
total_weights should be total_weight
Why use a breakpoint in debugging?
To inspect variable values and identify where errors occur
What is sequence in programming?
Instructions executed in order
What is selection in programming?
Code that makes decisions based on conditions
What is iteration in programming?
Code that repeats using loops
What is a relational database?
A database made of related tables
What is a query in a database?
A request for specific information from a database
What is a field in a database?
A category of data in a table
What is a record in a database?
A complete set of related fields
What is a spreadsheet used for?
Organising, analysing, and calculating data
What is object-oriented programming?
A programming style based on objects and classes
What is a class in OOP?
A blueprint for creating objects
What is an object in OOP?
An instance of a class
Why is testing important in software development?
To ensure software works correctly and reliably
What is a mock-up?
A visual design of a user interface
What is pseudocode?
A simplified way of planning program logic
What is a flowchart?
A diagram showing program steps and decisions
What is a range check?
A validation that checks if data falls within limits
What is a format check?
A validation that checks data follows a pattern
What is an existence check?
A validation that checks a field is not empty
What is a type check?
A validation that checks correct data type input