Surveys: Skewing, results, value

Rod Pitcher

By Rod Pitcher
Community contribution / February 19, 2016

Inevitably, the results of any survey are skewed. It is of the nature of surveys. When you survey your students to see if they have understood a lesson, do you realise that your results are probably skewed? Being aware of skewing, how it happens, and what it means is important for the understanding and application of the results.

One of the most important things I learnt from my PhD research is that surveys are always skewed. Always! Skewing ...

Deputy Head of Campus (Tyabb): Flinders Christian Community College (VIC)

Hutton Consulting Melbourne VIC

https://hutton.education/opportunities/?position=Director of Literacy K-12, St Michael's Grammar School Flinders Christian Community College seeks a faith-filled, o...

School Management / Jun 04, 2026

Veritas Bradford

Teaching - Secondary / Jun 04, 2026

Teaching - Primary / Jun 04, 2026

School news / Bridge-building event warmly celebrates diversity, friendship and cultural connection

Kids Breaking Bread (KBB) hosted its second event last week, bringing together primary school students from different religions in Sydney’s Eastern Suburbs for a heartwarming initiative designed to foster friendship and cultural connection among y...

School news / Minns’ education claims don’t match reality for NSW school students, Opposition says

More than 25,000 NSW teachers and school support staff who were previously on uncertain temporary contracts are now in permanent roles, keeping more teachers in the classroom and delivering better outcomes for students across the state, the Minns ...

Opinion / Explicit instruction: what works, what doesn’t, and why it matters

Explicit instruction has become a familiar term in Australian education. But as the saying goes, familiarity can breed contempt.

School news / Empathy, inclusion and confidence: new game to change way kids learn about periods

Menstrual stigma remains a significant issue in Australia. Rooted in a culture of secrecy and poor education, it often leads to widespread embarrassment, “period poverty”, and a delay in seeking medical help for symptoms of conditions like endomet...

School news / Male entrepreneurs are capitalising on rising misogyny in Australian schools: study

A host of male entrepreneurs are essentially profiting off ‘resurgent masculinity’ in Australian schools and sidelining the authority of female teachers in the process, some researchers say.

School news / Parents push for expanded scrutiny at Tas jumping castle inquest

Families of children who died in a primary school jumping castle tragedy in Tasmania want teachers and the then-principal to give evidence at a looming inquest.

School news / ‘Leadership did nothing’: women teachers gaslit amid rising manosphere abuse

Too often the misogynistic language and behaviour fuelled by the manosphere that women teachers face in the classroom is downplayed by school leaders, unchallenged by male colleagues and framed as an isolated student behaviour issue, new research ...

School news / Better equipped: experts call for honest, empowering climate education

A host of concerned Australians have signed an open letter calling for honest, age-appropriate climate science education in schools, saying knowledge equips children to cope with the climate reality they are already experiencing.

Opinion / We don’t know how the social media ban will impact our kids: opinion

In December 2025, Australia banned young people under 16 from having social media accounts. France, Greece, Spain, Denmark, Malaysia, Norway, India, Egypt, Canada, Türkiye, and the United Kingdom are hot on their heels.

Community / A model for schools: Gym buddy program breaks barriers for young people with disability

Many young people enjoy going to the gym as a recreation and fitness activity. For young people with disability, accessing and participating in gym-based fitness can have some barriers which make enjoyment, skill development and improvements in fi...

Comments