A guide to tackling sections A & BUsing questions from VCAA's 2020 Data Analytics sample examThese suggested answers are my work and are not provided or endorsed by VCAA. Use them at your own risk. Complain here. |
First of all, download the sample exam (PDF) - you will need this to understand the answers Also see my VCE Computing exam tips page |
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Section A - 20 questions, 20 marks |
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Section A - Multiple choice |
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Answer all questions in pencil on the answer sheet provided for multiple-choice questions. Do not use pen. VCAA's mark sense reader equipment does not detect pen marks! Choose the response that is correct or that best answers the question. A correct answer scores 1; an incorrect answer scores 0. Marks will not be deducted for incorrect answers. No marks will be given if more than one answer is completed for any question. Note - in the case a question is later deemed unexaminable (as has happened, after I challenged a couple of questions in the past), any answer will score 1 mark. Never leave an answer blank. |
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A1 |
Answer is C A. IPO is for designing formulas and algorithms - their inputs, processing and outputs B. Storyboards (as applied to websites) design navigation within and between pages and page elements. C. Layout diagrams design the structure and of appearance of complicated objects or output, particularly the positioning of components. D. Data dictionaries describe the data in a solution: the data types, names, sizes of variables in a program or fields in a database table, for example.
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A2 |
Answer is B A. How will this observation reveal whether the infographic is achieving its intended goals? B. This would get data about how well the infographic is working. C. The physiotherapist is not the target audience. D. This is testing, to see if the solution works correctly.
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A3 |
Answer is A Hehehe - shredder. LOL. Even exam writers sometimes have great trouble coming up with an incorrect 'distractor' option. I ought to know. I wrote a lot of exams.
The study design's DA U3O2 KK01 - Roles, functions and characteristics of digital system components can include an awful amount of hardware and software, but really you just need to know the bare basics of networking hardware, like firewalls, switches, proxy servers, modems, routers, cables and wireless links etc.
This question is useful because you can answer it so quickly that you can invest more time into more subtle and complicated questions like A14 |
A4 |
Answer is A Me gusta! I liked this question. It was juicy.
The question's link lines between fields in tables was very wonky (e.g. in option D, the Dentist line is halfway between the first and second fields). Bad examiner. The question's premise of a transition of data from a flat-file spreadsheet to a relational database was clever. It was a real-world way to force the separation of the data into related tables and create relationships. Jolly good.
But why are AppointmentDate and AppointmentTime also underlined? Are they also keys to fields in tables that don't exist? Or are the 3 underlined fields meant to be the APPOINTMENT table's key?
Using multiple fields for a table key is the ONLY way to violate third normal form (3NF - just get used to it). NEVER use multiple fields for a key. You have been warned.
A. All data relating to a dentist is in the dentist table - the same for appointments and patients. This is as it should be for 3NF. The relationships (lines between tables) correctly link the Dentist ID between tables 1 and 2. B. Dentist number in table 1 seems to be linked halfway in table 2 between Dentist Number and AppointmentDate. Which is weird. It's either sloppy formatting, or it's assuming that the 3 underlined fields in the Appointment table form its key. The Patient number relationship line is also wonky. I just left this option hanging until I looked at the others. C. Can be thrown out of consideration immediately. PatientName in the Appointment table would never be related to separate name fields in the Patient Table.
D. You might at first wonder: options A and D are the same! The vital relationships are the same. What's going on? Then, comparing A and D more closely, you see "Estimated Duration" in the Patient table. Either it is the estimated duration of the appointment (in which case it should appear in the Appointment table to satisfy 2NF) - or each patient has an Estimated Duration and will die if they exceed it. This is probably true, but not really relevant to a dentist's booking database. So let's cross out option D. That leaves A. Job done. |
A5 |
Answer is B The other options don't come close. |
A6 |
Answer is D I was thinking C because an existence check would indeed ensure a postcode had been entered, but the question says "a valid postcode has been entered". That's a different thing. In section A be sure to read and consider all the words in a question. They can be subtle and tricksy if you make rash decisions. |
A7 |
Answer is A A tricky one. Remember that when given a list of items in an option, all of the items need to be true for the option to be true. Rule just one out, and you can rule out that option as an answer. Also remember that the question asks for the most appropriate list. Not just any appropriate list. That makes a big difference in the world of Section A. Here's how the thinking process could go: 1. Make a mental note of what you are looking for: criterion for data integrity. That is the main point to focus on. Data integrity refers to its trustworthiness, quality, reliability, completeness, currency (up-to-dateness) etc. Even better, pull out the highlighter (that you really should have brought with you) and highlight that key word so you don't forget its importance it 30 seconds later.
2. Look at Option A
Option A survives vetting - give it a provisional tick of approval.
2. Look at Option B
So - we have 3 ticks and a question mark. Not looking good. Overall -
3. Look at Option C.
Overall for option C - 4. Look at Option D.
Option D summary: So, option A it is. Colour in your answer sheet and move on.
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A8 |
Answer is B Tricksy. You may have been going through the options thinking, "OK, OK, OK, OK. What?". All of the options look sensible; there are no obvious rejects. What to do? Go back to the question. Focus on the word you skimmed but otherwise ignored upon your first reading: "usability". Ah, that makes it easy.
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A9 |
Answer is none of the above It's a Dog's Breakfast™ This question is fatally flawed. Yet it is a valuable learning experience for you. Let's look at it in detail. Investigate the stem - key words: query, relational. Highlight them. A query is user's specification for the retrieval of relevant data from the database. Relational means the database has two or more related tables. But you knew that. Let's examine the options: Option A - nope. That would be a report, not a form. A form is for data input, not output.
Option B - sounds reasonable. Queries usually provide totals, averages, statistical summaries. Option C - Data may be sorted, but not necessarily in alphabetical order. Option D - This is the problematic official answer. A query does extract data from tables. No argument there. But a query does not have to extract data from two or more tables. And we're being careful to consider all of the words in a stem and an option. And, before you start... Yes! I know you highlighted the word relational in the stem. But just because the database is relational (with two or more tables) does not mean that a query in that database must use two or more of those tables! A query in a relational database is quite entitled to extract data from a single table from the relational database. The premise of the question is just WRONG. OK. Let's calm down. You're in an exam. You've seen the problem. You can't fire off an angry email to VCAA. What do you do in a case like this? 1. Remember that you must provide an answer to get any chance of earning a mark. No answer automatically means no mark, even if the question is flawed. It has happened more than once that a question has been challenged, judged to be officially wrong, and every student who gave any answer earned a mark. 2. Suck down your righteous indignation and calmly ask yourself: OK. The question is as stupid as Justin Bieber. But what were the examiners probably thinking? What were they expecting to be the right answer? You know it won't be A or C. Forget them. B is certainly possible. That is what I originally opted for. D is right, apart from the "two or more" stuff. Toss a coin? Hope for the best? Do your best, and pray that someone will officially complain to VCAA and have the question stricken and any answer rewarded.
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A10 |
Answer is D officially. This is not an easy one. Want a clue about what I think? It's a dog's breakfast.
Let's make mental notes and do highlighter practice in the stem: Which set of field names would support the most efficient use of the database?
Let's walk through it. You might want to put on gumboots. It might get sticky and smelly.... Option A
Option B
Option C
Option D
What fun! VCAA's official answer, D, is bad, bad, bad, bad, bad in terms of efficiency. None of the names is** more efficient.
The best answer? A. I'm prepared for either a five minute argument or the full half-hour.
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A11 |
Answer is B The incorrect instructions and/or data entry controls on the forms has led to the input of untrustworthy data. Does a rating of "5" mean 50% or 100%? Since it's hard or impossible to tell, the data is said to have lost integrity. Like politicians after a scandal, they can't be trusted any more. |
A12 |
Answer is A Let's go through the options again, to show the decision process.
So, the choice is clear, if you read the options carefully. |
A13 |
Answer is C This requires some finer decision-making. All of the options are relevant to data integrity, but which is the most important? Data could be a little inaccurate but still have value. It's a matter of degree. Also, data could be a little out of date but still have value. Data could probably tolerate being a tiny bit unreasonable - but not a lot. But if data were at all faked, it would be completely unreliable and useless*. So option C is the best option of the ones available.
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A14 |
Answer is C Option A is a mess, making it hard to find the final infographics and send/archive them. At the end of the project, each graphic designer's full set of original infographics will need to be easily identified - this rules out B Option D has much the same problems as option A.
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A15 |
Answer is D This was a bit of a credibility stretch. And they forgot ceiling-mounted laser guns as an option... |
A16 |
Answer is C Hmmm. OK. An NFR is a quality that a solution should have, such as ease of use, accuracy, entertainment. Being able to be shown in a slideshow would qualify. An FR is a function that the solution should be able to do. These are verbs, like display, validate, use data. These things need to be specifically built in during a product's development. NFRs are consequences or side-effects of FRs. e.g. Programming a database to show definitions of key terms when the mouse is hovered over a word (FR) would make a solution informative and easy to use (NFR). e.g. Being able to sing and dance (FR) makes one entertaining (NFR). e.g. A spreadsheet should be able to read data from CSV, XML and MS Access files (FR) to make it more flexible (NFR) FRs are specified in order to produce desired NFRs. |
A17 |
Answer is C.
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A18 |
The question is wrong. The answer is still D A design tool is selected to represent a table in a record.
The table includes the table name, field names, data types and descriptions. A table contains records, which contain fields. Records do not contain tables. The question should read: A design tool is selected to represent a record in a table. or A design tool is selected to represent the fields in a table. What sort of drugs was this question taking? |
A19 |
Answer is B It's simpler than D and puts the money on the more logical axis to show sales over time. Option C is a close second, but the CD graphic interferes somewhat with the important graphline. Option D is too "busy" with unimportant graphics and has to be read upside-down. Option A is inappropriate for tracking data over time, and is nearly unreadable. A pie chart should only be used for showing the constituent parts of a whole. |
A20 |
Answer is D The most advanced technology my grandmother owned was a pedal sewing machine, and even she could have got this right. |
OK. It's the end of Section A. Notice how there were no questions with the options "None/All of the above". Proper VCAA exams will never have such options. Put away your pencils and grab your pens. |
Section B - short answer questions
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Section B Tips |
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B13 marks |
Key words to highlight in the question:
The two parts of B1 [exam section B question 1] are worth 3 marks. Assume that naming the technique gets 1 and the description gets 2 marks. I don't think VCAA works with half marks when assessing answers. Data collection technique: (1 line provided) - Download weather data from data feeds at the Bureau of Meteorology's website.
The question is unnecessarily wordy, IMO. The "first year", "second semester" and list of months do not add anything meaningful to the question. Description: (3 lines provided) My knee-jerk answer (without further research into BOM offerings):
It is unclear whether the question wants Nikita to just analyse past weather patterns, or actually make predictions. Exam case studies often lack important details. When in doubt, explain your assumptions. e.g. "If Nikita is expected to make predictions, she should...". You might at least get partial marks. Rationale for my answer:
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B2 |
Let's look at the question's instructions in detail...
1. Note the verb: describe. This means you need to say what something is like. 2. Highlight the words validation checks - this is a MAJOR criterion. It's not "testing" or "evaluation". Like Pavlov's dog, you should start salivating when you see IT exam words like this. If you misread a key word in a question, everything you write may be worthless. 3. and - such a small word is so important when reading questions. It means you have to do more than one thing. 4. an example - "an" means one. Not two. If you give two great examples, you'll only get marks for one.
Get an overview of the structure of the question.
As usual, think though what knowledge the question wants you to demonstrate, and what your first words should be. Remember, all of your marks come from this thinking. The writing is only evidence of that thought. Writing without thought is a complete waste of time, ink and oxygen. RANGE CHECK Description Checks that the data lies within reasonable or allowable limits, or exists in a list of permitted/acceptable options.
Example Times must be > zero.
TYPE CHECK Description Checks whether the running time is numeric (a number of seconds).
Example Checking the value only contains valid number characters (0-9 and .)
Well, folks. I've explained a full 4 marks today and I want to go out and play under the sprinklers. 22 February 2022 @ 11:41
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B3a |
For 2 marks, you need to outline two functions to manipulate the data in the spreadsheet. "Manipulation" == "processing", so we're looking at tools in the spreadsheet that can transform raw data into other forms, such as statistics (totals, averages, counts etc), charts, graphs, formatted text. etc Fortunately, all spreadsheets follow the example of the legendary Lotus 1-2-3 (1983), which was copied by Microsoft for Excel, and cloned by LibreOffice, OpenOffice and everyone else. If anyone created a spreadsheet that was completely different, they would probably be tarred, feathered, and run out of town. So feel free to use MS Excel function names and syntax for your answers. You'd look weird if you didn't. (The 'tarring and feathering' stuff was for my U.S. readers - whom I cannot explain, but seem to be multitudinous for no particular reason.) Let's see what the question wants us to do... OUTLINE = provide a brief overall description. For two marks, don't write an essay. Let's start with the bleeding obvious. (Note: sometimes, the bleeding obvious is exactly what the marker expects you to say. Trying to be quirky and different will probably only lose you marks.) We are given no clues as to what manipulation / processing is being done, so ANY reasonable ones will do. So that's easy... NOTE - you don't have to worry about the exact names of spreadsheet functions since VCAA does not mandate specific brands or versions of software tools - and different software tools' details may vary. But make your meaning clear, e.g. referring to a function AV( ) is not as clear as calling it AVERAGE( ) - and remember that your primary mission in the exam is to demonstrate your knowledge. OK. Think of TWO RELEVANT SPREADSHEET functions. Five spring to mind... 1. AVERAGE 2. TOTAL 3. SORT 4. PRODUCE A GRAPH 5. FILTER Avoid things like formatting (bold, centre, number of decimal places etc) since that's not manipulating data, it's just changing the appearance of the displayed data.. OK. Our initial brainstorm came up with five possible responses. For most thoughtful folk, their first answers are usually the most relevant, but give them a good look to double-check that they are actually relevant to the question.
When you are asked for X answers and can think of X+34 answers, you need to prune. Be ruthless. Be brave enough to promote some options and demote other less-likely ones. If in doubt, demote. Keep the dead-certs. Keep your best options - throw the rest into the howling blizzard of Antarctic penguin-scented deselection. I hope I am clear. So - I'll stick with my original two responses, as banal and unoriginal as they are. They are relevant, and you are not being marked on your originality: you are being marked on your answer's appropriateness to the question. So Function 1 (3 lines, 1 mark out of 2 - so keep it short) AVERAGE - Elias would get an average of the data. Hmmm. You ask yourself, does this look like I know what an 'average' is? Or does it look like I'm my best friend Dumbo Doug who can't tell the difference between reggae and regatta, which is why he always dances during boat races? I'd better not define a term using the term that is being defined. Good idea, me! Well done. Ten points to MY house. Yay. AVERAGE - Elias would get a value that summarises all of the data. Maybe not perfect, but close enough for one mark to show I know what an average is. Move on. Just because 3 blank lines are provided does not mean you must fill them all. They are merely a guide to the level of detail the examiner is looking for. In this case, 3 lines of writing for one mark is a bit rich. Do NOT fill unused space with irrelevant filler words. You will just waste your time and the examiner's patience. Function 2 (3 lines, 1 mark out of 2) TOTAL - a summary of the value of all of the data in a field. It's hard to outline "Total". Again, don't resort to defining the term using the term you're defining. At this point you may think, "Perhaps I should have used my SORT option instead of TOTAL...". Too bad. Too late. We're done here. Move on. Have you demonstrated that you know two relevant spreadsheet functions? Yep. Expect full marks.
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B3b | First, as usual, read the question so you
The question raises key points for you to highlight: Identify and describe two design principles that Elias should follow regarding the appearance of the infographic. 4 marks
OK. Choose two design principles. Any two? Does the context of the question guide your decision? Does the case study help you or limit your choice as to what principles are relevant? Consider the audience of the infographic: the local community. Does that suggest that a particular design principle is more important than the others? Not really. So, feel free to pick any two design principles. I'll cover them all - you would pick just two.
Note: when discussing a principle, don't repeat aspects you've used before - e.g. with text formatting, you wouldn't discuss text contrast colours or alignment if you'd already raised them when describing your other design principle. |
B4a |
Security question! The examiners just love security questions. Expect at least one such question, and expect it to be worth quite a few marks. Consequences - 1. If the original data is destroyed in a disaster (e.g. fire), the only backups would also be destroyed, client data could not be recovered and the ability to do business would be seriously damaged. 2. If the backup tape were stolen, private or valuable secret information might fall into the hands of competitors or be used unlawfully. In #1, notice the end bit shown in italics. If you had only said the backups would be destroyed, the reader might still be asking, "So what? Why is that a bad consequence?" The end bit in italics seals the deal and makes the point relevant. Moreover, it uses specific details from the case study (the reference to the client data) to nail the answer's relevance to the case study. The morals of the story: 1. Make sure you fully answer the question and don't leave your reader wondering, "So what?" 2. If given a case study, use relevant detail from it to ensure the relevance of your answer. |
B4b |
Two things to do in 3 lines: propose a strategy, and justify it. Strategy: Copy the data to cloud storage at least daily, preferably as soon as it's created or changed. Reasoning: When the local data is damaged, destroyed or lost, the cloud copy will be safely offsite and can be recovered. The question does not give subheadings for the two parts of the answer but it might be wise add them yourself, especially if you tend to be disorganised. |
B4c |
- Disorganised or missing evacuation procedures can lead to staff being in physical danger during an emergency. - Return to normal business will be delayed or prevented if no secondary worksite has been planned in advance. - Data backups may not have been done properly, tested or their procedure documented so recovery may be impossible or incomplete. - Missing or outdated contact information may prevent or slow down communication with clients, families of staff, vendors, insurance, emergency services etc. Notes: - I started my original answer with, "Without a disaster recovery plan..." but threw it away because it only repeated the question and provided nothing towards an answer. - I used dotpoints to clearly separate the different reasons for my answer. Feel free to use your own dotpoints if the exam question does not provide separate spaces for them. They will help you ensure the different parts for your answer are in fact different, and are not the same point being repeated. - I provided 4 dotpoints. You should give 3. The question does not give a required number of points for your explanation, but it's safe to assume that one good, relevant point would be worth 1 mark. Saying the same point twice using different words = one point. Providing more than the required number of points is noble and sweet of you, but you're not writing a textbook - you're answering an exam question. Don't waste time. Earn your marks and move on. Unlike what your parents always taught you, doing the bare minimum is A Good Thing during an exam. The examiner is not thinking "Ah, this candidate provided 4 truly wonderful points. If only he or she had gone on with another sixteen, I would have been delighted. Sigh." Sorry, mum. Sorry, dad. Sorry, legal guardian. But it's true. |
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