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Please note that all times are shown in the time zone of the conference. The current conference time is: 17th May 2024, 07:47:19am GMT

 
 
Session Overview
Session
11 SES 14 A: Quality of Education Systems
Time:
Friday, 25/Aug/2023:
9:00am - 10:30am

Session Chair: Mudassir Arafat
Location: Sir Alexander Stone Building, 204 [Floor 2]

Capacity: 55 persons

Paper Session

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Presentations
11. Educational Improvement and Quality Assurance
Paper

Constructing Educational Systems in the Global South – Role and impacts of international organisations through the views of Finnish education experts

Íris Santos, Elias Pekkola

Tampere University, Finland

Presenting Author: Santos, Íris

International organisations and their role and impacts on local/national and global policymaking in the sector of education have been object of discussion in a vast number of academic studies during the past decades (e.g. McNeely 1995; Verger, Novalli, and Altinyelken 2018; Martens and Windzio 2022). However, the perspectives of the practitioners working within these international organisations are rarely analysed. In this study we analyse the role and impacts of international organisations in the differentiation between education systems through the understandings of education experts in these organisations. Empirically the paper builds on thematic semi-structured interviews with Finnish education experts working in international organisations. Our research question is: How are the international organisations impacting the reduction, construction or continuity of differentiation between the educational systems of the Global North and the Global South through development collaboration initiatives?

We develop our analysis by combining the onto-epistemic lenses of complexity thinking (e.g. Cilliers 1998) with the Luhmaniann concept of differentiation (e.g. Luhmann 1982; Baraldi, Corsi, and Esposito 2021;) and utilise the perspective of sensemaking as a tool to guide the analysis (e.g. Weick, Sutcliffe, and Obstfeld 2005; Brown, Colville, and Pye 2015). The combination of different perspectives and concepts has been done successfully in previous literature (e.g. Zahariadis 1998; Howlett et al. 2016; Santos 2022) demonstrating that different theoretical lenses can benefit from being aggregated, not only leading to a better understanding of the phenomenon under analysis, but also by contributing to advancements of each of the different theories utilised, while also innovating the ways in which theories are utilised in qualitative research. In the case of this study, this theoretical aggregation enables the development of a more holistic analysis of the dynamics of development cooperation in the education sector, contributing not only to a better understanding of these dynamics but also of how the Finnish education experts involved in them make sense of what happens around their professional environment.

The study starts with two assumptions a) that there is an imaginary, blurry divide between the so-called Global North (often described as developed countries, also donor countries) and the so-called Global South (frequently see as the underdeveloped, peripherical countries, which are the receivers of international support); and b) that the initiatives developed by international organisations impact the development of education globally, but more intensively in the Global South as it has been discussed in earlier research (e.g. Verger, Novelli, and Altinyelken 2018).

Hence, while bundles of studies, analyse the role of international organisations from distant, macro-economic perspectives. We study the sensemaking of the (Finnish) education experts working in international organizations to understand, from an internal perspective, the roles and impacts of international organisations in development cooperation, with the aim of comprehending if these organisations indeed maintain or even increase differentiations North-South or if they actually manage to reduce this differentiation and harmonise education systems, access and quality globally, as it is the aim Sustainable Development Goal 4 – Quality of education. This study contributes to complementary fields of research, namely Global Education Policies studies and Development studies.

Our findings indicate that interviewees understand the complexity and ambiguity of development cooperation and that international organisations, by keeping the leadership of development cooperation initiatives often maintain and can even increase differentiations among education systems along the divide North-South.


Methodology, Methods, Research Instruments or Sources Used
This study utilised a convenience sample (Etikan, Musa, and Alkassim 2015); selected in the context of a larger project that analysed (1) the roles and impacts of national experts in development cooperation in the sector of education and (2) how these experts understand to be the roles and impacts of their organisations in the development of education locally/nationally and globally. We interviewed 31 Finnish education experts working (or that until recently have worked) in international organisations (inter-governmental and non-governmental). The interviewees selection was done in two steps. First, a survey was conducted to already identified education experts potentially interested in participating in an interview. Second, through the agreed interviews a snowballing method was utilised to identify other Finnish experts involved in development cooperation in the sector of education within international organisations. This strategy was chosen because one of the criteria for the identification of expertise is the consensus among peers that one is an expert in a specific field (Chi 2006, 22–23). The sample represents a group of international experts placed in a variety of expert positions. The nationality of the interviewees is taken into account to understand their work, but the analysis is not done from a “national perspective” but rather from an organizational perspective into global development of education.
The study deployed a qualitative methodological approach started with a review of earlier literature - e.g. international organisations’ reports (e.g. World bank and UNESCO) earlier academic literature on development cooperation and international organisations, and previous reports discussing the Finnish participation in international cooperation in the sector of education, which allowed us to understand how these publications discuss the roles and impacts of international organisations in education development and how Finland position itself within these international dynamics.
The data obtained from the interviews was analysed qualitatively using content analysis (Schreier 2014), inductively and deductively. Thus, a set of categories were created beforehand based on readings of previous literature which seemed to be needed to retrieve the information necessary to respond to the research question (e.g. “significant organisations in development cooperation for education”, “roles of international organisations”, “experts views on their own role and influence in education development”, “problems and challenges in development cooperation initiatives”. These categories were then complemented with the information offered by the interviewees (e.g. “significant organisations in development cooperation for education: UNESCO”, “roles of international organisations: develop international awareness”.

Conclusions, Expected Outcomes or Findings
The analysis revealed that the participants have holistic understandings of the world of development cooperation in education and that they perceive international organisations’ roles and impacts in the development of education locally, nationally and globally to be complex, ambiguous and paradoxical. On the one hand, international organisations are crucial in supporting the development of education systems in the countries of the Global South, on the other hand, these organisations’ initiatives, if not contextualised in the place of implementation and if not led by these contexts’ actors, often have unintentional and unpredictable outcomes that contribute to the maintenance and even increasing of differentiation between the education systems of the Global North (where donors usually are) and the education systems of the Global South (where development cooperation initiatives take place). While international organisations might, in all good intentions, be aiming at harmonising high-quality education globally, aspects such as the ones mentioned above lead to dynamics that directly or indirectly maintain and in some cases, increase the differentiation between education systems in both sides of the divide South-North.
Furthermore, in line with earlier studies (e.g. Sultana 2019; Menashy 2017), and mentioned in the interviews, international organisations need to change the assumption that they have the valid knowledge about how education must be developed. To reduce differentiations between education systems in the Global North and the Global South, dynamics of development cooperation in education need to become co-constructed long-term partnerships where the leadership and, therefore, the power of decision is on the local/national actors and their knowledge and priorities are recognised as pivotal. This transformation requires, thus, a change in the established power dynamics and a democratic synergy of agendas (Centeno 2017) between governments of the receiving countries and international organisations, in order to grant these systems’ sustainable development.

References
Baraldi, C., Corsi, G., & Esposito, E. (2021). Unlocking Luhmann: A keyword introduction to systems theory. Frankfurt am Main: Bielefeld University Press.

Brown, Andrew, Ian Colville, and Annie Pye. 2015. “Making Sense of Sensemaking in Organisation Studies.” Organization Studies 36 (2): 265-277. doi: 10.1177/0170840614559259.

Centeno, Vera. 2017. The OECD’s Educational Agendas: Framed from Above, Fed from Below, Determined in Interaction. A Study on the Recurrent Education Agenda. Berlin: Peter Lang.

Chi, Michelene T. H. 2006. “Two Approaches to the Study of Experts’ Characteristics.” In The Cambridge Handbook of Expertise and Expert Performance, edited by K. Anders Ericsson, Neil Charness, Paul J. Feltovich, and Robert R. Hoffman, 21–30. Cambridge: Cambridge University Press.

Cilliers, Paul. 1998. Complexity and Postmodernism: Understanding Complex Systems. London: Taylor & Francis.

Etikan, Ilker, Sulaiman Abubakar Musa, and Rukayya Sunusi Alkassim. 2015. “Comparison of Convenience Sampling and Purposive Sampling.” American Journal of Theoretical and Applied Statistics 5 (1): 1-4. doi: 10.11648/j.ajtas.20160501.11.

Howlett, Michael, Allan McConnell, and Anthony Perl. 2016. “Moving Policy Theory Forward: Connecting Multiple Stream and Advocacy Coalition Frameworks to Policy Cycle Models of Analysis.” Australian Journal of Public Administration 76 (1): 65-79. doi: 10.1111/1467-8500.12191.

Luhmann, Niklas. 1981. “The World Society as a Social System.” International Journal of General Systems 8: 131-138.

Martens, Kerstin, and Michael Windzio, eds. 2022. Global Pathways to Education: Cultural Spheres, Networks and International Organisations. Cham: Palgrave Macmillan.

McNeely, Connie. 1995. “Prescribing National Policies: The Role of International Organisations.” Comparative Education Review 39 (4): 483-507.

Menashy, Francine. 2018. “Multi-stakeholder Aid to Education: Power in the Context of Partnership.” Globalisation, Societies and Education 16 (1): 13–26.
doi.org/10.1080/14767724.2017.1356702.

Santos, Íris. 2022. “Externalisations in the Portuguese Parliament and Print Media: A Complexity Approach to Education Policymaking Processes.” PhD Diss., Tampere University and University of Lisbon.

Schreier, Margrit. 2014. “Qualitative Content Analysis.” In The SAGE Handbook of Qualitative Data Analysis, edited by Uwe Flick, 170–183. London: Sage.

Sultana, Farhana. 2019. “Decolonizing development education and the pursuit of social justice.” Human Geography 12 (3): 31- 46.

Verger, Antoni., Mario Novelli, and Hülya Kosar Altinyelken, eds. 2018. Policy and International Development: New Agendas, Issues and Policies. London: Bloomsbury.
Weick, Karl E., Kathleen M. Sutcliffe, and David Obstfeld. 2005. “Organizing and the Process of Sensemaking.” Organization Science 16 (4): 409-421. doi 10.1287/orsc.1050.0133.

Zahariadis, Nicolaos. (1998). Comparing Three Lenses of Policy Choice. Policy Studies Journal 26 (3): 434-448.


11. Educational Improvement and Quality Assurance
Paper

The practice of System Transformation

Pauline Taylor-Guy, Michelle Lasen, Fabienne Van Der Kleij

ACER, Australia

Presenting Author: Taylor-Guy, Pauline; Lasen, Michelle

Education systems globally are grappling with the challenge of how to best prepare children and young people for life and work in the context of a rapidly changing and uncertain future. This focus has become more urgent given the impact of the recent COVID-19 pandemic and the imperative for rapid economic recovery, promoting societal cohesion and building healthy, resilient citizens. In this context, contemporary thinking and research is no longer focussing on system reform, as in reshaping what is already in place, but rather system transformation which requires a fundamental rethink of the purpose and goals of education (Sengeh & Winthrop, 2022) and the ways in which learning is organised to ensure that every child is learning successfully (Masters, 2022). This presentation illustrates the research process and outcomes of doing system transformation in partnership with a national education system. The research contributes new methodological understandings to the practice of system transformation relevant to a broad international audience.

Education systems around the world are grappling with the challenge of how to best prepare children and young people for life and work in the context of a rapidly changing and uncertain future. This focus has become more urgent given the impact of the recent COVID-19 pandemic and the imperative for rapid economic recovery, societal cohesion and building healthy, resilient citizens. In this context, thinking and research is no longer focussing on system reform, as in reshaping what is already in place, but rather system transformation, which requires fundamental rethink of the purpose and goals of education (Sengeh & Winthrop, 2022) and the ways in which learning is organised to ensure every child is learning successfully (Masters, 2022).The system transformation literature (see Fullan, 2009; 2011; Fuller & Kim, 2022; Masters, in press; Sengeh &Winthrop, 2022; Winthrop et al., 2021) reflects common themes including developing a shared vision for the purpose of education, the importance of participatory approaches and, focussing system efforts on the teaching and learning core to ensure all students learn successfully.

Masters (in press), building on a review of practices across five of the world’s top performing systems, including two European systems (Finland and Estonia), conceptualises a learning system as six interconnecting components: a quality curriculum; informative assessment processes; highly effective teaching; comprehensive student support; strong leadership of learning and; a supportive learning ecosystem. At the centre of the learning system is a clear purpose- preparing young people for life and work and ensuring every student learns successfully. Sengeh and Winthrop (2022) conceptualise system transformation similarly. In their model, which they call a participatory approach to transformation, they refer to 3Ps: Purpose, Pedagogy and Position. Purpose is self-explanatory. This is the notion that, in a particular context, a shared vision of the purpose of education needs to be developed. Pedagogy refers to a sharp focus on the teaching and learning core. Position relates to the cohesion between different system elements to support the pedagogical core.

In 2022, ACER partnered with a national education system to implement a major system transformation initiative focussing on five core areas: curriculum implementation, quality teaching, assessment processes and practices, educational leadership, and school and system school improvement.

Consequently, the overarching research questions were:

  1. What are international benchmarks describing international good practice in the areas of this system’s focus focus?
  2. How does the current state of the system compare to international best practice as identified international benchmarks?
  3. What key strategic actions need to be undertaken to work toward international best practice?

Methodology, Methods, Research Instruments or Sources Used
The methodology consisted of three interconnecting phases. In each of these phases, extensive consultations took place to ensure context-appropriateness of the research methods and proposed solutions.

In Phase 1 ACER conducted a review of effective international policies and practices for each aspect of the system based on contemporary research evidence. In addition to drawing on recent international research, the recent review of high-performing systems by Masters (in press) was a key foundational resource. This review examined the practices across five high-performing systems, including two European systems, Finland and Estonia. This provided ‘international benchmark’ policies and practices as aspirations for reform and a foundational reference point for the research project. International benchmarks describe specific, observable aspects of education policy/practice. They serve as aspirational goals for learning systems globally.

In Phase 2, the aim was to gain a deep understanding of the system’s current state.  ACER systematically undertook a detailed review of the system’s s existing policies and practices. This included an analysis of findings from analyses of multiple and rich data sources. Data sources included public school policy, curriculum, and other documents, and system-level quantitative datasets. A school case study component, included interviews with principals and teachers, analysis of school and teacher documents, and extensive consultations with relevant school-based staff. Findings were triangulated against the international benchmarks as an analytical frame to interrogate elements of their learning system that are aligned with good practice, as well as elements that are misaligned, inconsistent, absent, or nascent. Findings were distilled into a gap analysis. Opportunities and priorities for transformation were identified collaboratively and articulated in a set of national benchmarks with realistic targets and timelines for working toward international best practice.

In Phase 3, to support the system in reform, ACER developed a focused set of frameworks to guide short- to medium-term strategic planning and reform. These frameworks were developed based on prior project work and refined through iterative rounds of consultation with key stakeholders.

Conclusions, Expected Outcomes or Findings
This work provides valuable insights for education systems wanting to enhance educational outcomes or those who aim to undertake system transformation.
The first phase of the project resulted in an extensive literature review and set of 34 international benchmarks. This review drew upon contemporary international evidence, and its findings can be applied to a diverse range of systems. In the second phase, a detailed description of the current state of the system was generated, which provided critical insights into strengths and areas for improvement. This informed the development of national benchmarks for the short, medium and long term. High impact and cross-cutting strategies were then identified to develop a coherent system-level focus in implementation of these national benchmarks, and, ultimately, national benchmarks. The final phase resulted in a set of implementation frameworks in the areas of curriculum implementation, pedagogical practices, assessment, leadership, and system transformation. Founded upon our original theoretical framing, our goal has been to ensure a coherent, aligned learning system underpinned by a set of key principles. These principles include better identifying and targeting individual learner needs; promoting holistic student development and wellbeing; and focusing teaching and learning on long-term student growth. This research has resulted in the development of a methodology for work of this kind, as well as frameworks and tools that can be applied to similar work for other school systems across the world. This approach enabled taking account of the multi-layered nature of systems and effectiveness of practices across these layers, and their interrelationships. We encourage systems to consider this work when undertaking system reviews and reform.

References
Australian Council for Educational Research. (2016). National school improvement tool. https://research.acer.edu.au/cgi/viewcontent.cgi?article=1019&context=tll_misc

Care, E., Kim, H., Vista, A., & Anderson, K. (2018). Education System Alignment for 21st Century Skills: Focus on Assessment. Center for Universal Education at The Brookings Institution, 1-39.

Datnow, A., Park, V., Peurach, D., & Spillane, J. (2022). Education system reform journeys: Toward holistic outcomes. Brookings Institution. https://www.brookings.edu/research/transforming-education-for-holistic-student-development/

Fullan, M. (2009). Large-scale reform comes of age. Journal of Educational Change, 10(2–3), 101–113. https://doi.org/10.1007/s10833-009-9108-z

Fullan, M. (2011). Choosing the wrong drivers for whole system reform (Seminar Series Paper No. 204). Centre for Strategic Education. https://michaelfullan.ca/wp-content/uploads/2016/06/13396088160.pdf

Goddard, C., Chung, C. K., Keiffenheim, E., & Temperley, J. (n.d.). A new education story: Three drivers to transform education systems. Big Change. https://neweducationstory.big-change.org/

Liu, S. (2020). Neoliberalism, globalization, and “elite” education in China: Becoming international. Routledge. https://doi.org/10.4324/9780429449963

Masters, G.n. (in press). Building a world-class learning system. National Center on Education and the Economy, Center for Strategic Education, and ACER.

Mourshed, M., Chijioke, C., & Barber, M. (2010). How the world’s most improved school systems keep getting better. McKinsey & Company. https://www.mckinsey.com/~/media/mckinsey/industries/public%20and%20social%20sector/our%20insights/how%20the%20worlds%20most%20improved%20school%20systems%20keep%20getting%20better/how_the_worlds_most_improved_school_systems_keep_getting_better.pdf

National Center on Education and the Economy. (2020). The design of high-performing education systems: A framework for policy and practice. https://www.ncsl.org/Portals/1/Documents/educ/International_Ed_Study_Group_2020/Framework-10-19.2.pdf


11. Educational Improvement and Quality Assurance
Paper

Repurposing School Improvement Networks for Teacher-led Change

Thomas Cowhitt

University of Glasgow, United Kingdom

Presenting Author: Cowhitt, Thomas

We find ourselves at the beginning of what might become an exciting new era in the field of Educational Change. Andy Hargreaves and Dennis Shirley anticipated a new era, what they called a Fourth Way, that, “pushes beyond standardization, data-driven decision making, and target-obsessed distractions to forge an equal and interactive partnership among the people, the profession, and their government” (2009, p. 71). Many different stakeholders are now working in partnership to improve schools, including, among others, educators, university-affiliated researchers, parent groups, for-profit and charity organisations, and government agencies. This plurality of participants has helped a more diverse research landscape emerge. A welcomed departure from a technocratic model of evidence-based education, which narrowly assumed that, “the only relevant research questions [were] questions about the effectiveness of educational means and techniques” (Biesta, 2007, p. 5). Instead, researchers are developing new collaborative research strategies (Penuel et al., 2020) and refining working arrangements, such as Research Practice Partnerships (Coburn et al., 2021; Coburn & Penuel, 2016) and Networked Improvement Communities (Bryk et al., 2011; Russell et al., 2019), to support engagement between multiple stakeholders and build collective capacity for sustained improvement across large school systems (Fullan, 2010).

However, as Stephen Ball aptly points out, “policy works by accretion and sedimentation rather than revolution; new policies add to and overlay old ones, with the effect that new principles and innovations are merged and conflated with older rationales and previous practices” (Ball, 2021, p. 63). Festering just beneath the surface of this supposed collaborative landscape is a policy strata where accountability was, and in many areas, remains the cornerstone of education policy (Smith & Benavot, 2019). Dominant school improvement models emanating from this policy context have similar characteristics- they involve mandates for teachers in the form of prescribed practices and specified outcome targets, and involve routine standardized testing to support comparisons of student academic achievement across schools (Afdal & Afdal, 2019; Biesta, 2009; DeLuca & Johnson, 2017; Fuller et al., 2008; Jackson & Temperley, 2007; Taubman & Savona, 2009). Even in national contexts like England where schools appear to be gaining autonomy through networked governance (Goldsmith & Kettl, 2009), organizational replication reigns (Peurach & Glazer, 2012) as government agencies continue to steer education provision, albeit from a distance (Whitty & Wisby, 2016), resulting in “coercive autonomy” (Greany & Higham, 2018) and schools well within the “shadow of hierarchy” (Davies, 2011).

This presentation reports on findings from a Mixed Methods Social Network Analysis project that traced the activities of a teacher innovator as they scaled up their own educational improvement initiative from a single-school pilot into a thirty-school regional program. The research is part of a larger effort to explore how teacher-led educational change can thrive in contexts dominated by networked governance. Specifically, this research asks- How can classroom teachers repurpose School Improvement Networks to replicate their own improvement initiatives in schools?

In England, School Improvement Networks, or educational systems in which a central hub organization works with outlet schools to enact change (Peurach & Glazer, 2012), is becoming the predominant model for large-scale school improvement. For example, the Education Endowment Foundation’s (EEF) Research Schools Network and the Department for Education (DfE) curriculum hubs and Teaching School Hubs are all systems where a lead school connects with outlet schools across a region to deliver common approaches for learning and teaching. Furthermore, by 2030, all schools in England are expected to be members of Multi-academy Trusts (MATs), or networks of schools, sometimes with dozens of members, controlled by lead schools and early joiners. Teachers can repurpose the relational infrastructure of networked governance to lead large-scale school improvement initiatives.


Methodology, Methods, Research Instruments or Sources Used
A Mixed Methods Social Network Analysis (MMSNA) design was used for this research (Crossley & Edwards, 2016; Domínguez & Hollstein, 2014; Froehlich et al., 2019). In the initial phase of the research, the frequency of school signups for the teacher-led initiative were recorded. This was done using time-stamped data from a google signup form. Interviews were then conducted with the program creator to understand their recruitment activities in the lead-up to surges in new program enrolments. Qualitative explanations of recruitment activities were then verified by additional data collection methods such as document analysis or further interviews with recruitment collaborators. Visualization tools from Social Network Analysis (SNA) were then used to construct network schemas, which detail the micro-steps of social processes using node and edge diagrams (Stadtfeld & Block, 2017).

The aim of the MMSNA design was to identify highly efficient interorganizational recruitment mechanisms for practitioners wanting to scale up their own improvement initiatives. Social mechanisms are constellations of entities and their activities which regularly lead to a social phenomenon of interest (Hedstrom, 2005). The phenomenon of interest was a new program signup. The MMSNA protocol helped identify mechanistic evidence, or the empirical fingerprints (Beach, 2016) of various actors and their activities that led to clusters of new program signups.

The MMSNA protocol resulted in several different types of relevant data being collected. To present the resulting recruitment mechanism, interactive network visualization tools were used to generate a joint display. Using interactivity to increase the quantity and diversity of data available to readers of network diagrams is a new development in network visualization. Until now, researchers have primarily deployed interactivity to support exploratory data analysis of large networks at various scales. The use of interactivity in this manner allows researchers to easily zoom in and zoom out of large networks to examine interesting structural configurations like small node clusters and structural holes within whole networks (Pirch et al., 2021). For this research, interactivity was used to demonstrate the explanatory potential of network visualizations by repurposing node and edge labels, along with other components of network diagrams, to display rich qualitative data about the formation of new relationships, which users could call upon by hovering or clicking their cursor, thereby preventing visual clutter and the reduction of perceptual efficiency.

Conclusions, Expected Outcomes or Findings
This research resulted in the discovery of new network mechanism, termed here for the first time as Star Coalescence. Star Coalescence is a novel network mechanism that describes a series of activities resulting in two collaborators developing new and enduring relationships with each other’s previously separate alters. At the core of this network mechanism is a tendency for separate contacts of colleagues to become shared associates. However, Star Coalescence represents a more complex social phenomenon because the mechanism can trigger a cascade of triad closures between two sparsely connected professional networks. Causing the formation of many new triads between previously disconnected alters means this network mechanism has the potential to facilitate many interorganizational recruitment events.

In this example of Star Coalescence, the program creator managed to solicit the help of a Maths Hub coordinator with their regional recruitment efforts. While the remit of Maths Hubs is expanding, their primary objective is to engage with maths teachers at schools within an assigned region to implement a particular pedagogy known as Teaching for Mastery. The forty regional Maths Hubs, overseen by the National Centre for Excellence in the Teaching of Mathematics (NCETM), have managed to create substantive regional School Improvement Networks. Soliciting the help of a Maths Hub Coordinator meant repurposing the existing relational infrastructure of School Improvement Networks, originally created to support organizational replication of a maths pedagogy scheme, to instead scale up their own school improvement initiative. After successfully running a single-school pilot, the program creator managed to scale their initiative up to a thirty-school regional implementation. Half of their signups were the result of their coordination with the Maths Hub Coordinator.

References
Ball, S. J. (2021). The Education Debate (Fourth). Bristol University Press.
Beach, D. (2016). It’s all about mechanisms – what process-tracing case studies should be tracing. New Political Economy, 21(5), 463–472. https://doi.org/10.1080/13563467.2015.1134466
Biesta, G. (2007). Why ‘What Works’ Won’t Work: Evidence-Based Practice and the Democratic Deficit in Educational Research. Educational Theory, 57(1), 1–22.
Biesta, G. (2009). Good education in an age of measurement: On the need to reconnect with the question of purpose in education. Educational Assessment, Evaluation and Accountability, 21(1), 33–46. https://doi.org/10.1007/s11092-008-9064-9
Bryk, A. S., Gomez, L. M., & Grunow, A. (2011). Getting ideas into action: Building networked improvement communities in education. In Frontiers in sociology of education (pp. 127–162). Springer.
Crossley, N., & Edwards, G. (2016). Cases, Mechanisms and the Real: The Theory and Methodology of Mixed-Method Social Network Analysis. Sociological Research Online, 21(2), 13.
Froehlich, D. E., Rehm, M., & Rienties, B. C. (2019). Mixed Methods Social Network Analysis: Theories and Methodologies in Learning and Education. Routledge.
Fullan, M. (2010). All Systems Go: The Change Imperative for Whole System Reform. Corwin Press. http://ebookcentral.proquest.com/lib/gla/detail.action?docID=996270
Goldsmith, S., & Kettl, D. F. (2009). Unlocking the Power of Networks: Keys to High-Performance Government. Brookings Institution Press.
Greany, T., & Higham, R. (2018). Hierarchy, Markets and Networks: Analysing the ‘self-improving school-led system’ agenda in England and the implications for schools. UCL Institute of Education Press.
Hargreaves, A., & Shirley, D. (2009). The Fourth Way: The Inspiring Future for Educational Change. Corwin Press, Ontario Principals’ Council and the NSDC.
Hedstrom, P. (2005). Dissecting the Social: On the Principles of Analytical Sociology. Cambridge University Press.
Peurach, D. J., & Glazer, J. L. (2012). Reconsidering replication: New perspectives on large-scale school improvement. Journal of Educational Change, 13(2), 155–190.
Pirch, S., Müller, F., Iofinova, E., Pazmandi, J., Hütter, C. V. R., Chiettini, M., Sin, C., Boztug, K., Podkosova, I., Kaufmann, H., & Menche, J. (2021). The VRNetzer platform enables interactive network analysis in Virtual Reality. Nature Communications, 12(1), Article 1. https://doi.org/10.1038/s41467-021-22570-w
Stadtfeld, C., & Block, P. (2017). Interactions, Actors, and Time: Dynamic Network Actor Models for Relational Events. Sociological Science, 4, 318–352. https://doi.org/10.15195/v4.a14
Whitty, G., & Wisby, E. (2016). Education in England—A testbed for network governance? Oxford Review of Education, 42(3), 316–329. https://doi.org/10.1080/03054985.2016.1184873


 
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