Tuesday, October 27, 2026

New Economy Skills: Skills for the Maker Economy - World Economic Forum

 The World Economic Forum is working through a five part series ' the new skill economies' to evaluate the impact of new technologies on work. Part 3 - Skills for the maker economy, was released recently. 

-#1 - skills unlocking the human advantage and  #2 - Building AI, data and digital capabilities for growth preceed Part 3, with 2 more planned to cover the entreprenuerial and the gree/sustainibilty economies to come. 

As with the preceeding reports, the 'maker skills' report is under 30 pages.

The main rationale for highlighting 'maker skills are the accelerating demand, maker skills as being increasingly physical and digital, the talent supply is not keeping pace, and the need to build the future maker skills pipeline .

Maker skills -include contructing and installing, handling and processing material resources, operating equipment and machiner They also include agility, flexibility and resilience, attentions to detail and dependability, mathematical and statistical thinkin, cyber security and networks, design and user experience, technological literacy, economic and financial literacy,quality and risk management, talent mangement

Assurance of the pipeline for crucial maker skills include: VET pathways, embracing AI and digital skills, starting to build skills earlier, expansionf of high quality apprenticeships and work-based learning,  and to ensure that maker skills are visible and portable.

A good resource to inform curriculum development going into the future. 



Friday, October 23, 2026

Vocational systems and challenges across Asia - AVETRA OctoberVET event

 Notes from a webinar on VET in Asia. A panel discussion chaired by Professor Steven Hodge from Griffth University and Professor Junmin-Li (Osnabrueck University, Germany)

Thre panel includes: Pakornkiat Sawetmethikul (Rajamangala University of Technology, Thailand); Weiping Shi (East China Normal University); Lai Chee Sern (Tun Hussein Onn University of Malaysia); and Shamim Akhtar (Temasek Polytechnic, Singapore). 

Abstract:

VET/TVET systems are increasingly important across the Asian region for improving economic and social outcomes. These systems are taken by policy makers and the public as key to boosting productivity and competitiveness and a means for increasing participation by diverse groups and enhancing social cohesion. At the same time, such aspirations require a sound evidence base and a VET/TVET research community able to create the data and interpretations capable of informing effective policy and practice.

In this OctoberVET Research Symposium, researchers from Thailand, China, Malaysia and Singapore join a panel to review the systems and challenges of VET/TVET across the region. Each panellist will briefly describe their VET/TVET system, and then consider the expectations and challenges. They will then offer an assessment of VET/TVET research capability within their national context and ways that researchers might collaborate to address research needs.

Steven opened with acknowledgement of country followed by an overview of the rationale for the topic and introduced Junmin Li. She introduces each of the presenters.

Pakornkiat  introduces the TVET system in Thailand. TVET is central to the country's transition to a high-income, innovation-driven economhy. Presnetly, there is a skills mismatch. Althorugh there are 1.1 million TVET learners, there are still skill shortages across key industries (at the technician level). Upper secondary education includes vocation and general pathways. Vocational pathway through certificate, diploma and on to Bachelor of Technology. The Thai National Qualifications framework has 8 levels. Certicates at L3, Diplomas at levels 5-5 and Bachelor at Level 8. There is a credit bank system recognising learning from work, and formal study. Priorty industries include robotics, electric vehicles, aviation and digital technology. 
Work-based learning occurs through dual vocational learning (DVT) and school-in-factory (SIF). TVET educators recieve pedagogical preparation, technical and digital expertise and industry engagement. The system is governed through Office of the Vocational Education Commision connecting Ministries of Labour, Education, technical universities, qualifications authority, . TVET quality assurance involved internal and external quality assurance coordinated by OVEC. TVET is funded through public funding, industry partnerships and skills development fund.
Challenges include social stigma, skills mismatch and shortage of high-tech fields. Responses to these include excellence centres, use of AI and VR training and bringing in industry specialists. To 2023, digital skills, green skils, flexible leaarning and immersive training are focuses. 

Chee Sern then presents on the Malaysia system and its challenges. As with Thailand, Malaysia has a TVET and an academic route. Selection occurs from junior high school. There are almost 2000 TVET institutions including public TVE institutions, private, schools and State TVET institutions. It is a dynamic and diverse range. Challenges include insufficient funding, sluggish updates to the TVET programmes, bureaucracy, skills mismatch, and lack of competent/experienced TVET instructors. National level challenges include multiplicity of stakeholders, lack of participation from micro and small enterprises, different delivery models creading inconsistencies and access to TVET by vulnerable groups. At the instituional level challenges include digital transformation, work-based learning/apprenticesbip programme, recognition of informal learning and inadequate skill anticipation mechanism. Funding for research comes from national and international funding agencies.

Shamin summarises the Singapore TVET system. As with the other two systems, there is a vocational and an academic pathway. Two types of TVET, the Institutes of Technical Education (ITEs) and Polytechnics. 50% in each pathway, From Polytechnic, 60% will move to university. Polytechnics are popular as they offer industry experience, have project/inquiry based learning and seen to be better connected to employment. All funded and governed through the Ministry of Education including enrolment numbers across programmes (worked out in conjunction with the Ministry of Labour). Graduate outcomes surveyed 5 months after graduation. 88.5% in work, earning median of $3000. 

Discussed the impact of AI, and how it is changing work and affecting the future of vocational qualifications. Things are moving quickly, entry level jobs are declining, employers actually name AI skills less! (as they are already deploying). Aging workforce, large number of small enterprises and 80% of vacancies did not state qualifications, but skills. Skillsfuture provide lifelong learning funding but need to identify the types of skills required for people to upskill/retrain into. Temasek Polytechnic awards qualifications and also a skills certificate. Summarised the research, innovation and enterprise at Temasek, requiring building of applied research capabilities and industtry partnerships. Collaboration is key - across countries items include compare measurement of graduate outcomes, track what AI is doing to entry-level work, build research capability across teachers, and share industry projects, exchanges and assessments.     

Q & A on chat and online followed. The webinar was recorded. I will post the link to it once it has been uploaded onto the AVETRA site. 


Wednesday, October 21, 2026

Hui Rangahau Graham Nuthall Research Symposium 2026

 Notes taken from the annual Graham Nuthall Symposium at University of Canterbury yesterday evening.

Posters were put up by Post-graduate students across a variety of educational research projects in the foyer. 

Two streams of presentations precede the keynote. I attend the two summarised below:

Data informed evidence for learning and teaching, achievement (DELTA) – Volarie Sotardi and Professor John Everatt. Summarised strands of research for large scale national and international assessment, centre for assessment and monitoring school data and school partnered studies producing applied research data. Objective to use data to answer questions – exampled by socio-emotional learning, affective experiences, absentieeism and school belonging; school claimate, eqity and academic achievement, classroom disorder etc.

Examples of some projects :1) What lies behind the ethnic achievement gap? PISA 2022 data linked to MoE records, 15 year olds in 167 schools (4600 students) – school climate matters, but groups differ little in it; large gap still remained – the Chinese students’ advantages was not explained by these factors; policy to narrow ethnic achievement gap. 2) University – ethnicity gap in firs retention. Higher for Maōri and Pacific compared to non. 3) TIMSS data on how factors impact maths assessment scores, also impact of classroom space on CAM English and Math test scores (no differences between traditional and innovative environments).

Assessment futures: Gen AI, social justice, and principles for equitable design. Professors Cheryl Brown, Dr. Helena Cook, Dr. Kay-Lee Jones, Professor Kathryn MacCallum, Komathi Ramaya and Associate Professor Christoph Teschers. A faculty wide project to explore beyond AI tools. AI is not simply another technology. It is reshaping education – what and how we assess, who benefits and what educators need to know. Perspectives across Ai literacy, educator knowledge, social justice to rethink assessment in the age of Ai.

Research question – what knowledge gaps exists, and how might these contribute to epistemic injustice, and the marginalisation of diverse knowledge systems; How Gen Ai transforms assessment practive. Important as assessment is not neutral -assessments decisions shape whose knowledge is valued, whose capabilities are recognises and who can succeed. What can AI bring, but also what is left out or taken out.

Every assessment design decision has potential equity implications. Shared the research method – onboarding and ethics (October to December 2025); literature framework mapping (Jan to Sept.2026) case studies (July to Nov) expert think tank and co design (Oct – Dec) resources and June (resources and tool development).

Shared initial / preliminary findings through interviews with UC lecturers.

Strict Gen AI bans are unrealistic, but over-reliance risks undermining academic integrity, critical thinking and foundational skills. Gen AI outputs omit context and reinforce stereotypes. Gen AI assisted (translation) and polished submissions complicate things. Students’ ethical objections and inconsistent expectations across educators created challenges for fair assessment. Balancing the fostering of Gen Ai literacy with the presavation of human connection.Unequal access to paid tools. Inconsistent institutional policies. Ai can generate excessive content. Effective Ai integration requires training, equitable access and careful management of bias, privacy and technical reliability.

Next steps, across the think tank is to find how to assure equity, given the challenges.

Then the Graham Nuthall lecture with Dr. Hana O-Regan, Associate Professor Frauke Meyer and Dr. Pam O' Connell. Gemma Stewart (Kāiarahi Māori) opened with introductions in Māori. Professor Cheryl Brown introduced the history of the series and Professor Graham Nuthall’s scholarly legacy.

Hāpaitia te ngākau aroha: using virtual reality to elevate teacher empathy.

Overview – why we need to do something different (context, history and present - Hana); where we want to get to (shifting to equity mindsets- Pam); trying something different (anti-bias training and VR intervention - Frauke).

Despite decades of concerted effort, only incremental change. We need to keep at it. The need to understand the causes of inequity, still required to shift racism. Aotearoa has a story of everyone having a fair and equal opportunity. However, affirmative action to address inequity is seen to be unfair. Present politics unhelpful. These views and words have power. Presently, end to race based policies, one law for all, treat everyone the same, stop privileging Māori. There has been intentionality of inequality.

Argues that if evidence shows policy will have a disportional impact on Maori, we are doing it anyway, intentionally ignoring it.

In education, Māori are still disportionately penalised. We have the information, we must not ignore and we need to intentionally question the objectives. Need to develop consciousness as a basis of conscience.

To shift and sustain educational practices, there is a need to shift mindsets, design equity interventions and take equity action. How to move from information to intention. Nuthall (2008) The Hidden Lives of Learners– brought up cultural myths of teaching and learning. “What matters is the sense the student is making of the experience. In most teachers’ minds, the criteria for successful learning were the same as the criteria for successful management”.

Sumnmarised the research on equity mindsets – surfacing and challenging beliefs and mindsets that cause harm for learner through – dissonance/data, research/data on high expectations, learner voice/experiences and utilising community influence. References include:

- Timperley, H.S., Robinson, V.M. Achieving School Improvement through Challenging and Changing Teachers' Schema. Journal of Educational Change 2, 281–300 (2001). https://doi.org/10.1023/A:1014646624263

- Rubie-Davies, C. M. & Rosenthal, R. (2016). Intervening in teachers' expectations: A random effects meta-analytic approach to examining the effectiveness of an intervention, Learning and Individual Differences, 50. 83-92. https://doi.org/10.1016/j.lindif.2016.07.014

- Bishop, R. & Berryman, M. (2006) Culture Speaks: Cultural Relations and classroom learning. Wellington, NZ. Huia.

Shared research from Te Tahua Tangahau mō ngā  Hapori – where collectivism of Te āo Māori is pitched against the individualism of the Western education system. Also the effects of streaming on Māori students. Much has been learnt but the dial is not shifting. 

Detailed the anti-bias training and VR intervention initiative. A VR scenario was developed – an embodiment scenario (being in the shoes of someone else). Designed to reflect common experiences of Māori students, create a character to avoid ‘virtual blackface’ . Portrays implicit bias and microaggressions vs explicit bias and overt racism and the impact of small individual acts accumulating over time. A 15 minute VR scenario, a 12 year Māori student, depicting six scenes of a ‘typical school day’. Shared video providing information on the simulation.

Training content supports the simulation covering history of inequity, inequity by design and coloniality; principles of high expectations teaching practices. Also goal setting and follow through. Detailed the introduction and evaluative process on the project. In general, enabled perspective-taking and reflection, reduced discomfort and bias, and less impact on beliefs related to practice. Still more work to be done but VR enabled perspective taking and increased empathy, motivated reflection and served as a discussion starter.

A good application of VR as one of its most powerful advantages is to engage the socio-emotional. In doing, feelings cause strong emotional responses, anchoring the experiences into our brains. I will need to keep an eye on how the project develops. 

Monday, October 19, 2026

The worlds I see - Dr. Fei-Fei li - book overview

 Read this book - The worlds I See -while travelling to and from conferences across the last week. Borrowed from the local library via the Libby app and read on my phone. The book was published in 2023, just before the arrival of ChatGPT.

Dr. Li is well-known as 'the god-mother' of AI through her work on Imagenet in 2009 which provides a large database of labelled images. This dataset can be drawn to test and also to inform the AI models towards refinement into the Large Language Models (LMM) used now by Gen AI.

The book tells the story not only of AI and Imagenet, but also her personal story. She immigrated to the US of A at the age of 15 in 1993. Her narrative as an immigrant and scientist is told eloquently.

The book has several good sections on how AI works, its origins, the continual challenges leading to peaks and troughs on its relevance and usablility, along with an inside look into the foundational computer science required to programme it. 

Overall, a recommendated read to better understand how AI has developed and the massive amount of human effort put into establishing the models required for generative AI to now progress from. 

Friday, October 16, 2026

Ara Institute of Canterbury - Research week - Session 5

 The last session for research week included a panel, followed by kaiako sharing their research towards completed a thesis (PhD or Masters).

Panel discussion: Making the most of your research allocation

With - Joanna Cobley, Peter Olsen, Emma Fairs, Bruce Russell, Allen Hill

How can researchers develop and sustain a meaningful research portfolio while balancing teaching, leadership, service, community engagement, publishing, and knowledge translation? The panel explored practical strategies for maintaining coherence across projects, adapting to changing opportunities, and generating impactful research outputs amid competing professional demands.


Panel was moderated by Jonny Lynch. After introductions, each shared their strategies, approaches and provided examples. Considering that most are pressed for time, passion for research underpins a clear purpose, structured/planned process, setting goals across time, to maximise time, minimise time input, and maximising outputs. Working in teams is one way to build capability, spread the load, and incorporate skills and strengths of the teaching/research team. Discussion also included the challenge presented by AI, when, how and why to use it and not to use it. 


The Inaugural Ara Three-Minute Thesis Competition


Five of our kaiako, enrolled in completing post-graduate qualifications provided brief overviews of their research.


Sundeep Daggubati - Rebuilding Belonging: What A River Reveals About Value

Vimesh Paudel - From Shaky to Steady: The Timber Transformation in Building Design

Kim Lowe - Interconnection through Disconnection: From Te Wā to The Dao in a Visual Arts Practice PhD

Kim Wood - Performing with Place: Putting the Performer in the Spotlight

Andrew Hercus - Minimising the Impact of Match Manipulation by Technical Officials at the 2028 Summer Olympic Games


Each provided a succinct summary of their key research question, the methodology (where relevant) and where available, findings or results. A good collection of the types of academic, applied and creative research our kaiako undertake.




Thursday, October 15, 2026

Ara Institute of Canterbury - Research week, Session 4

 Two more presentations today.

Firstly wth Dr. Tony McCaffery on his work with 'Different Light' a theatre company with people with cognitive or developmental disability. He summarised how the company began and expanded over the lat two decades. He has published extensively on his scholarship, exploring and understanding the ways participation in theatre contribute to the social and intellectual life of the actors. The company not only performs across Aotearoa but also internationally. Most recently to Australia and Europe.

Shared examples of performances and international conferences, along with publications and awards. Tony's research is a good example of drawing on practice and to contribute to community and societal well-being. 

Then with Dr. Allen Hill who presented on 'Sustainability Core Capabilities in a Post-Sustainability World'. Shared the presentation /keynote panel from the Australiasian Campuses towards Sustainability (ACTS) biennial Conference to be held next week. Began with the challenges of having moved into management and now returning to some research. Unfortunately, the paradigm of 'sustainability' has somewhat 'died'. The current NZ political landscape has not helped, with a shift to growth to make NZ more prosperous! The NZ Tertiary Education Strategy 2025 - 2030 does not mention sustainability. Some mention on sustainable, developmnent, resilience etc. but 44 statements on the economy. TEC is therefore positioning tertiary education as an economic development tool, In contrast, Ara has a stronger emphasis on sustainability :) 

Had to leave for another meeting so notes only cover the beginning of the second presentation. 

Wednesday, October 14, 2026

Ara Institute of Technology - Research Week - Session 3

 This week, Ara research office convenes 'Research Week', an opportunity for our researchers to share their scholarship, research practices and approaches.

Having been away the last for the lunch time sessions on Monday and Tuesday, it was good to be able to attend two - both around teaching and learning (ako).

First up, Dr. Amit Sarkar shares an update on some of the AI@Ara projects. AI@Ara:building capability for both kaiako and ākonga in tertiary education. 

Amit has been working in computing for over 20 years and the field is continually moving. Defined AI as 'computer softward that mimics how humans think in order to perform tasks such as reasoning, learning, and analysing information. Ran through the arrival of Gen AI in November 2022. Then shared the implication on teaching and learning (ako). Reviewed the differences between the predictive machine learning model and Generative AI models - from labelling data, to producing 'new' content. Open AI's ChatGPT had 11 million users within 2 months.

Overviewed AI @Ara - projects from 2023 to present. From pilots, to chatbots, to agents. Summarised the number of ākonga (students), kaiako (teachers), computing tutors, and educational developers. Learned from the projects as they progressed. Need to workout how computer science knowledge applied to aligning to project objectives. Shared the steps to be taken to develop something that supports, rather than replaces learning. Context engineering includes the original quesion, students' current working, earliest attemps, identified misconception, hints already provided. A directed linear RAG workflow is required. Explained concept fo agentic state graph execution to tighten agents. Shared the many technical learnings from the projects. Projects used LangChain and LangGraph. Within the Ara system, Microsoft Copilot studion and Cogniti.

Next, Graeme Harris with 'research with a motor-racing flavour: simulation-driven optimization of a methanol-fueld performance SI engine as part of teaching engineering'. Provided rational for the current project. Currently works with ākonga on a Year 3 engineering course on systems analysis. Has access to a simulator (EngMod4) for ākonga to run data through to optimise how an engine will run. Detailed some of the technical details,processes and challenges of a engine-inlet with methanol injection. The problem solving requires ākonga to apply their learning. Summarised how the simulation runs. Closed with future goals.