title: Socially responsible and fair AI in healthcare applications in New Zealand

authors: Yogarajan, Vithya

abstract: Issues that need to be considered, include:
- Professional liability.
- Labour market implications: Skills and expertise required of healthcare providers will change.
- Ethical considerations.
- Privacy concerns.
- Regulatory compliance.
- Provider–patient relationship: Empathy skills of healthcare providers have been shown to positively influence patient outcomes.

Why is it a good idea?
- AI to the rescue.
- Productivity.
- Workload.
- Performance.

text: Socially responsible and fair AI in healthcare applications in New Zealand Issues that need to be considered, include:
- Professional liability.
- Labour market implications: Skills and expertise required of healthcare providers will change.
- Ethical considerations.
- Privacy concerns.
- Regulatory compliance.
- Provider–patient relationship: Empathy skills of healthcare providers have been shown to positively influence patient outcomes.

Why is it a good idea?
- AI to the rescue.
- Productivity.
- Workload.
- Performance.

year: 2025

title: Flipped teaching and flexible learning in an undergraduate engineering course

authors: Khoo, Elaine G.L.

abstract: In a flipped class, lecture materials are assigned as take-home tasks for students to complete prior to attending face-to-face classes. The class time is thus freed up for the application of the learned ideas through active in-class inquiry, collaboration, and to address student questions and misconceptions. These activities can help students master threshold concepts (TCs) and develop the skills required of 21st century graduates.
In a two-year TLRI funded project we investigated how a flipped classroom approach can impact student learning of technical knowledge (i.e., TCs) and nontechnical competencies (e.g., teamwork). The project examined:
1. the effects of the flipped classroom on students’ learning of threshold concepts (TCs),
2. the affordances of the flipped classroom model of teaching in a first-year compulsory electronics engineering course, and,
3. the long term impact of the flipped class on the development of engineering students’ workplace competencies.
This research took place in a New Zealand university in an introductory engineering undergraduate course with enrolments of typically 150 students. In the past the course lecturers had been refining the course through a focus on TCs and the introduction of online tutorials. Since findings from these efforts have been promising in supporting teaching and learning, the lecturers sought to extend their course redesign to encompass a flipped classroom intervention. Using a design-based method, five cycles of the flipped classroom were implemented where each cycle was enhanced in terms of the course design, materials, and assessment, based on the results of the previous cycle. Two lecturers and students enrolled in the course during each cycle/semester of the flipped class participated in the research. Data were collected from lecturer interviews, student surveys, video analytics, student assessments, class observations and a focus group interview.
Key findings revealed that students’ learning of TCs was enhanced and that they valued the flipped course components such as the lecturer-created videos, in-class problem-solving exercises and continuous assessment in helping them learn. The course lecturers noted higher levels of student engagement during in-class times compared to previous years.
We will report on the overview of:
1. the design of the flipped classroom for the purposes of the course, enhancements made in each cycle and the impact these had on teaching and learning;
2. student learning and achievement as a result of the intervention, and;
3. implications for practice and policy for practitioners interested in implementing the flipped class approach in their context.

text: Flipped teaching and flexible learning in an undergraduate engineering course In a flipped class, lecture materials are assigned as take-home tasks for students to complete prior to attending face-to-face classes. The class time is thus freed up for the application of the learned ideas through active in-class inquiry, collaboration, and to address student questions and misconceptions. These activities can help students master threshold concepts (TCs) and develop the skills required of 21st century graduates.
In a two-year TLRI funded project we investigated how a flipped classroom approach can impact student learning of technical knowledge (i.e., TCs) and nontechnical competencies (e.g., teamwork). The project examined:
1. the effects of the flipped classroom on students’ learning of threshold concepts (TCs),
2. the affordances of the flipped classroom model of teaching in a first-year compulsory electronics engineering course, and,
3. the long term impact of the flipped class on the development of engineering students’ workplace competencies.
This research took place in a New Zealand university in an introductory engineering undergraduate course with enrolments of typically 150 students. In the past the course lecturers had been refining the course through a focus on TCs and the introduction of online tutorials. Since findings from these efforts have been promising in supporting teaching and learning, the lecturers sought to extend their course redesign to encompass a flipped classroom intervention. Using a design-based method, five cycles of the flipped classroom were implemented where each cycle was enhanced in terms of the course design, materials, and assessment, based on the results of the previous cycle. Two lecturers and students enrolled in the course during each cycle/semester of the flipped class participated in the research. Data were collected from lecturer interviews, student surveys, video analytics, student assessments, class observations and a focus group interview.
Key findings revealed that students’ learning of TCs was enhanced and that they valued the flipped course components such as the lecturer-created videos, in-class problem-solving exercises and continuous assessment in helping them learn. The course lecturers noted higher levels of student engagement during in-class times compared to previous years.
We will report on the overview of:
1. the design of the flipped classroom for the purposes of the course, enhancements made in each cycle and the impact these had on teaching and learning;
2. student learning and achievement as a result of the intervention, and;
3. implications for practice and policy for practitioners interested in implementing the flipped class approach in their context.

year: 2017

title: Summerhill school is it possible in Aotearoa New Zealand?: Challenging the neo-liberal ideologies in our hegemonic schooling system

authors: Peck, Mikaere Michelle S.

subjects: Matriarchal society

abstract: The original purpose of this thesis is to explore the possibility of setting up a school in Aotearoa (New Zealand) that operates according to the principles and philosophies of Summerhill School in Suffolk, England. An examination of Summerhill School is therefore the purpose of this study, particularly because of its commitment to self-regulation and direct democracy for children. My argument within this study is that Summerhill presents precisely the type of model Māori as Tangata Whenua (Indigenous people of Aotearoa) need in our design of an alternative schooling programme, given that self-regulation and direct democracy are traits conducive to achieving Tino Rangitiratanga (Self-government, autonomy and control). In claiming this however, not only would Tangata Whenua benefit from this model of schooling; indeed it has the potential to serve the purpose of all people regardless of age race or gender. At present, no school in Aotearoa has replicated Summerhill's principles and philosophies in their entirety. 
Given the constraints of a Master's thesis, this piece of work is therefore only intended as a theoretical background study for a much larger kaupapa (purpose). It is my intention to produce a further and more comprehensive study in the future using Summerhill as a vehicle to initiate a model school in Aotearoa that is completely antithetical to the dominant neo-liberal philosophy of our age. To this end, my study intends to demonstrate how neo-liberal schooling is universally dictated by global money market trends, and how it is an ideology fueled by the indifferent acceptance of the general population. In other words, neo-liberal theory is a theory of capitalist colonisation. 
In order to address the long term vision, this project will be comprised of two major components. The first will be a study of the principal philosophies that govern Summerhill School. As I will argue, Summerhill creates an environment that is uniquely successful and fulfilling for the children who attend. At the same time, it will also be shown how it is a philosophy that is entirely contrary to a neo-liberal mindset; an antidote, to a certain extent, to the ills of contemporary schooling. The second component will address the historical movement of schooling in Aotearoa since the Labour Party's landslide victory in 1984, and how the New Zealand Curriculum has been affected by these changes. I intend to trace the importation of neo-liberal methodologies into Aotearoa such as the 'Picot Taskforce,' 'Tomorrows Schools' and 'Bulk Funding,' to name but a few. The neo-liberal ideologies that have swept through this country in the last two decades have relentlessly metamorphosised departments into businesses and forced ministries into the marketplace, hence causing the 'ideological reduction of education' and confining it to the parameters of schooling.
The purpose of this research project is to act as a catalyst for the ultimate materialization of an original vision; the implementation of a school like Summerhill in Aotearoa. A study of the neo-liberal ideologies that currently dominate this country is imperative in order to understand the current schooling situation in Aotearoa and create an informed comparison between the 'learning for freedom' style of Summerhill and the 'learning to earn' style of our status quo schools. It is my hope to strengthen the argument in favour of Summerhill philosophy by offering an understanding of the difference between the two completely opposing methods of learning.

text: Summerhill school is it possible in Aotearoa New Zealand?: Challenging the neo-liberal ideologies in our hegemonic schooling system The original purpose of this thesis is to explore the possibility of setting up a school in Aotearoa (New Zealand) that operates according to the principles and philosophies of Summerhill School in Suffolk, England. An examination of Summerhill School is therefore the purpose of this study, particularly because of its commitment to self-regulation and direct democracy for children. My argument within this study is that Summerhill presents precisely the type of model Māori as Tangata Whenua (Indigenous people of Aotearoa) need in our design of an alternative schooling programme, given that self-regulation and direct democracy are traits conducive to achieving Tino Rangitiratanga (Self-government, autonomy and control). In claiming this however, not only would Tangata Whenua benefit from this model of schooling; indeed it has the potential to serve the purpose of all people regardless of age race or gender. At present, no school in Aotearoa has replicated Summerhill's principles and philosophies in their entirety. 
Given the constraints of a Master's thesis, this piece of work is therefore only intended as a theoretical background study for a much larger kaupapa (purpose). It is my intention to produce a further and more comprehensive study in the future using Summerhill as a vehicle to initiate a model school in Aotearoa that is completely antithetical to the dominant neo-liberal philosophy of our age. To this end, my study intends to demonstrate how neo-liberal schooling is universally dictated by global money market trends, and how it is an ideology fueled by the indifferent acceptance of the general population. In other words, neo-liberal theory is a theory of capitalist colonisation. 
In order to address the long term vision, this project will be comprised of two major components. The first will be a study of the principal philosophies that govern Summerhill School. As I will argue, Summerhill creates an environment that is uniquely successful and fulfilling for the children who attend. At the same time, it will also be shown how it is a philosophy that is entirely contrary to a neo-liberal mindset; an antidote, to a certain extent, to the ills of contemporary schooling. The second component will address the historical movement of schooling in Aotearoa since the Labour Party's landslide victory in 1984, and how the New Zealand Curriculum has been affected by these changes. I intend to trace the importation of neo-liberal methodologies into Aotearoa such as the 'Picot Taskforce,' 'Tomorrows Schools' and 'Bulk Funding,' to name but a few. The neo-liberal ideologies that have swept through this country in the last two decades have relentlessly metamorphosised departments into businesses and forced ministries into the marketplace, hence causing the 'ideological reduction of education' and confining it to the parameters of schooling.
The purpose of this research project is to act as a catalyst for the ultimate materialization of an original vision; the implementation of a school like Summerhill in Aotearoa. A study of the neo-liberal ideologies that currently dominate this country is imperative in order to understand the current schooling situation in Aotearoa and create an informed comparison between the 'learning for freedom' style of Summerhill and the 'learning to earn' style of our status quo schools. It is my hope to strengthen the argument in favour of Summerhill philosophy by offering an understanding of the difference between the two completely opposing methods of learning.

year: 2009