WACE Mathematics Specialist

WACE Mathematics Specialist hardest topics

Across 17,474 marked attempts on AusGrader, WACE Mathematics Specialist students average 59.2% on questions taken from board external papers. The lowest average of any command verb is evaluate on 37.7%, and the verb that costs the most marks is determine, which carries 37.0% of the paper against 4.4% for evaluate. These are self-selected users practising when they chose to, not the SCSA cohort under exam conditions.

How to read these numbers

  • The figures are AusGrader users' marked attempts, not SCSA results. They corroborate what the board publishes about this subject and do not stand in for it.
  • Any cut with fewer than 50 attempts is withheld, which on this page is 12 papers, 11 dot points and 14 verbs. Every figure shown carries its attempt count.
  • Scores cover questions mapped to the WACE Mathematics Specialist syllabus from any board's external papers, which is why the sample is larger than the 12 SCSA papers alone. The paper table below is the exception and uses SCSA papers only.
  • Internal assessment and school-uploaded exams are excluded throughout, so these averages differ from the ones on WACE Mathematics Specialist performance stats, which count every attempt.

Score by question type

Question typeAverageAttempts
Short answer57.8%1,224
Multiple choice59.5%16,250

Score by unit

UnitAverageAttempts
Unit 3: Complex Numbers, Functions, and 3D Vectors59.2%11,984
Unit 4: Advanced Integration, Differential Equations, and Statistical Inference59.4%6,732

An attempt counts once per unit, so a question assessed across two units appears in both rows and the column adds to slightly more than 17,474.

The priority list: heavy topics with low scores

TopicShare of marksAverageAttemptsMarks at risk
Vectors in three dimensions19.7%60.0%6,8387.9
Complex numbers18.4%57.5%3,0577.8
Rates of change and differential equations18.9%58.8%4,7637.8
Integration and applications of integration17.1%61.9%1,4786.5
Statistical inference12.6%56.0%5375.5
Functions and sketching graphs13.3%59.4%2,0925.4

The topic list is close: 7.9 against 7.8 marks at risk separates first from second, so topic choice alone will not order revision. The dot-point list below spreads further.

The same cut at dot-point level

Dot pointContentShare of marksAverageAttemptsMarks at risk
4.2.74.2.7. consider and solve problems involving motion in a straight line with both constant and non-constant acceleration, including simple harmonic motion and the use of expressions dvdt\frac{dv}{dt}, vdvdxv\frac{dv}{dx}, and ddx(12v2)\frac{d}{dx}\left(\frac{1}{2}v^2\right) for acceleration5.5%52.7%2,0962.6
4.3.54.3.5. use the approximate confidence interval (xˉzsn, xˉ+zsn)\left(\bar x-\frac{zs}{\sqrt{n}},\ \bar x+\frac{zs}{\sqrt{n}}\right) as an interval estimate for the population mean μ\mu, where zz is the appropriate quantile for the standard normal distribution4.4%54.1%2552.0
4.2.14.2.1. use implicit differentiation to determine the gradient of curves whose equations are given in implicit form3.0%34.1%2542.0
3.2.73.2.7. examine the relationship between the graph of y=f(x)y=f(x) and the graphs of y=1f(x)y=\frac{1}{f(x)}, y=f(x)y=\|f(x)\| and y=f(x)y=f(\|x\|)3.8%52.8%6151.8
3.1.63.1.6. define and use multiplication, division, and powers of complex numbers in polar form and the geometric interpretation of these2.8%38.3%2931.7
3.1.43.1.4. use the modulus z\|z\| of a complex number zz and the argument Arg(z)\mathrm{Arg}(z) of a non-zero complex number zz and prove basic identities involving modulus and argument3.1%44.1%9251.7
3.1.103.1.10. identify subsets of the complex plane determined by relations such as z3i4\|z-3i\|\le 4, π4Arg(z)3π4\frac{\pi}{4}\le \mathrm{Arg}(z)\le \frac{3\pi}{4} and z1=2zi\|z-1\|=2\|z-i\|3.9%56.2%6551.7
4.3.24.3.2. simulate repeated random sampling, from a variety of distributions and a range of sample sizes, to illustrate properties of the distribution of Xˉ\bar X across samples of a fixed size nn, including its mean μ\mu its standard deviation σn\frac{\sigma}{\sqrt{n}} (where μ\mu and σ\sigma are the mean and standard deviation of XX), and its approximate normality if nn is large3.4%54.8%2621.5
3.2.83.2.8. sketch the graphs of simple rational functions where the numerator and denominator are polynomials of low degree3.9%62.2%8631.5
4.1.44.1.4. use partial fractions where necessary for integration in simple cases2.4%42.0%2651.4
4.1.64.1.6. determine volumes of solids of revolution about either axis3.8%67.0%4711.3
4.1.24.1.2. use substitution u=g(x)u=g(x) to integrate expressions of the form f(g(x))g(x)f(g(x))\,g'(x)3.6%68.3%6921.1
3.3.13.3.1. define the concept of a vector in three dimensions, using the unit vectors i\mathbf{i}, j\mathbf{j} and k\mathbf{k}, determining magnitude, scalar (dot) product and parallel and perpendicular vectors2.6%62.9%3,2161.0
3.3.93.3.9. recognise the general form of a system of linear equations in several variables, and use elementary techniques of elimination to solve a system of linear equations3.0%68.8%4650.9
3.3.133.3.13. differentiate and integrate a vector function with respect to time2.5%64.0%6930.9
4.1.14.1.1. integrate using the trigonometric identities sin2x=12(1cos2x)\sin^2 x=\frac{1}{2}(1-\cos 2x), cos2x=12(1+cos2x)\cos^2 x=\frac{1}{2}(1+\cos 2x), and 1+tan2x=sec2x1+\tan^2 x=\sec^2 x2.0%58.3%2310.8
3.1.123.1.12. determine and examine the nnth roots of complex numbers and their location in the complex plane1.5%45.4%680.8
3.3.153.3.15. apply vector calculus to motion in a plane, including projectile and circular motion1.6%48.8%2350.8
4.2.44.2.4. solve simple first order differential equations of the form dydx=f(x)\frac{dy}{dx}=f(x); differential equations of the form dydx=g(y)\frac{dy}{dx}=g(y); and, in general, differential equations of the form dydx=f(x)g(y)\frac{dy}{dx}=f(x)g(y), using separation of variables2.3%64.7%5060.8
3.3.83.3.8. determine vector and Cartesian equations of a plane2.1%62.6%6860.8

Which command verbs cost the most marks

VerbShare of marksAverageAttemptsMarks at risk
determine37.0%57.0%53815.9
evaluate4.4%37.7%522.7
state7.8%68.4%502.5
show7.6%73.1%732.0
express1.5%57.1%580.6

Evaluate has the lowest average on the page at 37.7%, and it is not where the marks go. Determine averages 57.0% but carries 37.0% of the paper against 4.4%, so it puts 15.9 marks per 100 at risk against 2.7. Each verb above is practised in the WACE Mathematics Specialist question bank, where the marking criteria show what SCSA expects the answer to do.

What this does not measure

Where to practise

Work the priority list from the top: Vectors in three dimensions and Complex numbers first, then the dot points above. Each topic page holds real SCSA questions with marking criteria attached. For what the papers actually cover, read WACE Mathematics Specialist most tested topics.

Frequently asked questions

Which WACE Mathematics Specialist dot points give the best return on revision time?

4.2.7 (2.6 marks at risk per 100), 4.3.5 (2.0 marks at risk per 100) and 4.2.1 (2.0 marks at risk per 100). Marks at risk combines a dot point's share of paper marks with the marks students drop on it, so it ranks by recoverable marks and not by score alone.

How many attempts is each WACE Mathematics Specialist figure based on?

17,474 marked attempts overall, with the per-row count shown in every table. Any cut below 50 attempts is withheld instead of published.

Do these averages show how the SCSA cohort performed?

No. They are AusGrader users' marked attempts, a self-selected group practising when they chose to and often without exam timing. They corroborate what SCSA publishes about this subject and do not replace it.

Sources

  • AusGrader marking data, WACE Mathematics Specialist, AusGrader. 17,474 marked attempts on questions from board external papers, by self-selected AusGrader users. Not a SCSA cohort.
  • ATAR Mathematics Specialist Course Examination, SCSA, 2025. Source of the mark weightings behind every marks-at-risk column, across 12 papers from 2020 to 2025 and 817 marks. Dot-point numbering follows the current SCSA Mathematics Specialist syllabus.

Syllabus and assessment material referenced in this guide is used under licence, © School Curriculum and Standards Authority. See our SCSA licensing notice. The School Curriculum and Standards Authority does not endorse this publication or product.

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