All posts by James Kennedy

About James Kennedy

Science teacher in Melbourne, Australia

List of schools that were specifically strong in one VCE subject (154 schools, 2022 data)

VCE results are out! Some schools shine spectacularly in one or two VCE subjects compared to all their other VCE subjects. For Mentone Girls’, it’s Psychology. For Eltham, it’s VisComm and Literature. For Fintona, it’s Accounting and Economics. Is your school on the list?

The percentages show the proportion of reported VCE study scores ≥40 (2022 data) that were from each particular subject. Consider giving those teachers a pay rise… 🙂

Click to download the list of schools that were specifically strong in one VCE subject (For example, 9% of the reported 40+ study scores at Eltham High School in 2022 were in VCE Literature – see bottom right of table. Students who opted out of the high achievers list are excluded from this analysis.)
Advertisement

Maths-to-English ratios in 130 Victorian Schools (2022 VCE data)

VCE results are out! As usual, the VCAA has released the list of students who opted to have their name featured in the list of high achievers.

I downloaded the dataset and counted how many study scores ≥40 each Victorian school had in each subject. For each school, I them summed the number of 40+ study scores in English (including Literature and English Language but not EAL), and the number of 40+ study scores in the three Maths subjects.

The results are interesting: some schools, like Wellington Secondary College or Ringwood Secondary College, achieve much stronger results in Maths than in English. Some schools, like Loreto Toorak and Ivanhoe Girls’ Grammar are much stronger in English than Maths. Only a few schools were equally strong at both English and Maths.

Only Victorian schools with at least 5 reported ≥40 study scores in each of Maths and English were reported (130 schools).

Click to download PDF version of Maths-to-English ratios in Victorian schools 2022

Which Chapters of Heinemann Chemistry 1 are most essential for VCE Chemistry Units 3 and 4? (2022 edition)

Some Chapters in VCE Chemistry Units 1 and 2 are more useful than others when for Units 3 and 4. Organic chemistry and redox dominate the Units 3 and 4 course while ionic bonding and metallic bonding barely feature at all.

I made this chart so students know which chapters of Heinemann Chemistry 1 are essential (and usually assumed) knowledge for students commencing Heinemann Chemistry 2.

Please note that this chart is only relevant for students studying VCE Chemistry Units 1 and 2 in 2022 who will progress to VCE Chemistry Units 3 and 4 in 2023.

Kennedy College VCE Chemistry Trial Examination 2022

Click to download the Kennedy College VCE Chemistry Trial Written Examination

Here it is… the Kennedy College VCE Chemistry Trial Written Examination for 2022.

This trial examination is designed to test the key mistakes that students make year after year in the real examination based on my experience as a teacher.

Warning: every question in this trial examination is difficult.

Great Prediction Competition 2022

The Great Prediction Competition 2022 launches today. Make accurate predictions about weather, the economy and public health for Science Week 2022.

Predictions must be made before 9am on Monday August 1st 2022.

Winners will be announced at the end of Science Week 2022 (Sunday August 21st 2022).

VCE/VET Statistics Dashboard is ready for viewing (2021 data now included)

The Boys vs Girls performance tab has been updated to include 2021 VCE/VET results. Click here for access.

The VCE/VET Statistics dashboard I created last year has now been updated with the latest 2021 VCE/VET result data.

Click here to access the VCE/VET Statistics Dashboard.

My Python code, running in Google Colab, scrapes the VCAA website to extract and organise this data for presentation in Tableau Public

VCE Chemistry Question 9 Collection

Click to download the VCAA Question 9 Collection

Try this VCAA Chemistry Question 9 collection. Question 9 is usually about experimental design.

All these questions are original past VCAA Chemistry Question 9 (experimental design questions) from the current study design. Relevant pages from VCAA’s examination reports are linked below.

Note that the first question in this collection is question 8 because the 2018 NHT paper only had 9 questions in total instead of the usual 10. The next question isn’t exactly related to experimental design, but rather to an experimental cell design. It’s the closest question in the 2019 NHT paper to a question on experimental design.

All the best for the upcoming Chemistry exam!

Try the Most Difficult MCQ that VCAA Ever Asked (2021 edition)

Some multiple choice questions (approximately 2 out of every 30) are “tricky” – that is, they contain a distractor that students choose more frequently than the correct answer.

This collection of 10 multiple choice questions is entirely comprised of questions where students did worse than guessing (in other words, <25% of students chose the correct answer). One of these questions was so tricky that only 8% got it right.

Try these questions then scan the QR code at the end for the solutions.

Kennedy College students came 1st out of 248 small schools in the Australia & NZ Science Championships 2021

View the full leaderboard on Education Perfect

My Kennedy College students worked tirelessly to climb to the top of the small schools (≤50 students) leaderboard for the Education Perfect Science Championships 2021. The competition is open to schools of any size in Australia and New Zealand. We came first out fo 248 small schools who participated.

I’m very proud of their achievement.

While this competition was online, there will probably be more opportunities to compete with other schools face-to-face in 2022 (depending on covid restrictions!)

Well done!

VCE Chemistry Written Examination 2020 Analysis

The pandemic turned VCE Chemistry upside-down. Stoichiometry, traditionally a difficult topic, was the best-answered of all. Chromatography, traditionally an easy topic, was the most difficult for the class of 2020.

Most noticeable is the increase in “difficult” topics highlighted red in the chart above. (For a comparison with the 2013 & 2014 VCE Chemistry written examinations, click here.)

Unbelievably, the Victorian state average score in the 2020 VCE Chemistry written examination was a FAIL at just 47.9%.

Disruptions to learning caused by the pandemic could help explain why the VCAA is considering making the VCE Chemistry curriculum substantially easier from 2023 onwards. If the educational effects of the 2020 pandemic really do linger for most of this decade then making the curriculum easier fails to tackle the root of the problem, which is the loss of quality study-hours. I believe the only correct remedy is to provide current students with extra training and support to make up for the pandemic… not to drop the bar so low that our students cannot compete on the world stage.

Marks lost by topic. Chapter numbers refer to the Heinemann Chemistry 2 textbook.

Introducing the VCE/VET Statistics Dashboard

I made a free VCE/VET Statistics Dashboard.

Find insights into your favourite subjects here. Data was scraped from VCAA and VTAC using open-source Python. #Python #dataviz

The Boys vs Girls tab and the Dropout Statistics pages are most interesting.

Why are girls 5.5x more than boys likely to drop out of VCE LOTE Arabic?

Try this Python script that scrapes data from the VCAA Research & Statistics page and generates a scatterplot of boys vs girls in each VCE subject. Girls outperform boys in 15 of the 20 most popular VCE subjects.

Data was scraped from the VCAA Research & Statistics page in Python (click here for the source code)

Original code is here:

https://colab.research.google.com/drive/1XFS4Kq5nsYPs5YQIPZrP3q3ehKDrnDgv?usp=sharing

If you’re new to Python, go to the menu bar and click Runtime > Run all.

Then wait for around 20 minutes while this script scrapes data from the VCAA and generates an interactive scatterplot for you. When it’s done, there will be some interesting data files available for download from the file explorer on the left of the screen.

You’ll notice some interesting findings in the scatterplot, including the fact that boys outperform girls in biology, and girls outperform girls in physics! Girls outperform boys in 15 of the 20 most popular VCE subjects with the only exceptions being Chemistry, Biology (only slightly) and all three mathematics subjects.

Feel free to modify this code and repost it. There are some other interesting insights you could glean from the dataset. Enjoy!

What percentage of the highest achievers in each VCE subject have an Asian (Chinese) surname?

Data from VCE high achievers list 2018-2020 and the top 100 Asian surnames according to Wikipedia

This chart shows the percentage of students with a top 100 Asian surname among high-achieving VCE students (≥2 study scores ≥40) by subject with EAL students excluded from the analysis.

The proportion of high-achievers with Asian surnames was highest in the following subjects: Specialist Maths, Maths Methods, Physics, Chemistry, Accounting and English Language. Conversely, the least Asian subjects among high-achievers were Drama, Sociology and Theatre Studies.

All spelling variations of the top 100 Asian surnames listed on Wikipedia were included in the analysis, for example Li as well as Lee.

High-achieving VCE students are more likely to have chosen Specialist Maths, Latin, Chemistry, Global Politics, Physics and Literature

Data from VCE high achievers list 2018-2020

In this analysis, I defined “high-achieving students” as those who achieve at least 2 study scores ≥40. I then compared this with enrolment data to see how their subject choices differed from that of all students (from VCAA statistics).

Choosing these subjects doesn’t guarantee you a high grade. But it does provide some interesting insight into the patterns of high-achieving students, who are more likely to have chosen Specialist Maths, Latin, Chemistry, Global Politics, Physics and Literature.

All-new Annotated VCE Chemistry Data Book for 2021 Chemistry Course

The data book contains a wealth of information that’s hidden in plain sight. If you know how to read the data book properly, you can:

  • Never lose marks again for not knowing the states of fuels or combustion products
  • Know how to substitute metric prefixes in calculations
  • Learn that amino acids with primary amide side chains (–CONH2) are polar and not basic!
  • and much more…
Slide to preview the annotated VCE Chemistry Data Book

VCE Chemistry Study Group starts Saturday May 9th 2020 via Zoom

With schools closed due to COVID-19, it can be difficult to stay on track with your VCE studies.

That’s why I’m hosting my first VCE Chemistry study group for Year 11 students on Zoom this Saturday. We’ll work through a selected set of practice questions for VCE Chemistry Unit 1 until we finish them all, which should take around 55 minutes.

By signing up using the link below, you’ll receive a set of questions you need to complete in advance. This will form Part A of our stimulus material. Part B will be revealed during the Study Group on Saturday.

I’m James Kennedy, a VCE Chemistry teacher with 9 years’ experience, and plenty of experience teaching online. (You may have also seen one of my YouTube channels, books or appearances at chemistry conferences before.)

Many students are already using my Annotated VCE Chemistry data book.

Screenshots from real classes are shown below.

Join for just $9.95 by clicking the button below.

VCE Chemistry Unit 1 Study Group – 9th May 2020 at 11:00am

$109.00