21/09/2023

InSPIRE Consortium for Mitigating the Impact of Air Pollution on Brain Health: Doing research to make an impact on policy and practice

Jonathan Wistow and I would like to thank Patrik Nordin, Helka Kallomäki, Harri Jalonen, Paula Rossi and their team for the opportunity to attend and present at the University of Vaasa summer school workshop, Writing Policy & Practice Relevant Research Papers: Why, What, When and How?

 

Our presentation was on the “What?” of policy practice

 

 

InSPIRE Consortium for Mitigating the Impact of Air Pollution on Brain Health: Doing research to make an impact on policy and practice

 

InSPIRE is a UK policy and research consortium devoted to mitigating the impact that air pollution and the exposome have on brain health (including cognitive function, cognitive frailty, mental health and dementia). As a knowledge hub/network, we have three foci: Acting as a repository for the latest advances in research, practice, and policy guidance. Co-producing tools and translational materials for the public and third sector. Engaging in world-leading research on places, the exposome and brain health. For this talk, I will explain how we set up the consortium to maximise our impact on policy and practice in this area and how informs the research we do and the works we publish.

 

HERE ARE SOME KEY LINKS:

 

CLICK HERE for a PDF of the presentation

 

CLICK HERE to visit InSPIRE Consortium

 

CLICK HERE to visit CECAN

 

CLICK HERE to visit the MAP OF COMPLEXITY SCIENCES

05/09/2023

How to escape the dilemmas of complex systems modelling in public health: A users guide and map. 18th Social Simulation Conference (SSC)


I would like to thank Corinna Elsenbroich and team for organising the 18th Social Simulation Conference, which was hosted by the MRC/CSO Social and Public Health Sciences Unit University of Glasgow, 4-8th September 2023. Thanks also for inviting me to be one of the keynote speakers. Also, thanks to the audience for the great dialogue and engagement. The conference is one of the key activities of the European Social Simulation Association (ESSA) to promote social simulation and computational social science in Europe and elsewhere.

 

Here is the title and abstract of my talk:

 

How to escape the dilemmas of complex systems modelling in public health:

A users guide and map

 

The current literature is clear: there is an urgent need to apply a complex systems modelling approach to public health. What is less clear is how to do this effectively. Research and practice have shown mixed results, due to a series of dilemmas. A short list includes: a strong tendency to model public health issues instead of interrogating the development, implementation and evaluation of systems-level interventions; public health practitioners and funding organisations being biased toward simple, individual-level, short-term solutions based on clinical trials; modellers being tone deaf about the roadblocks to applying simulations to public health; the need to focus on stakeholder engagement; and an overemphasis on computational models over qualitative methods. Fortunately, a small but growing global network of scholars are charting new territory. They are part of a fresh turn in complexity and modelling, the social science turn, which fosters a transdisciplinary, social complexity imagination that, in one way or another, addresses the field’s current dilemmas to create new areas of disruptive and highly innovative social inquiry. The Atlas of social complexity – written with Lasse Gerrits, forthcoming 2024 Edward Elgar – charts this new territory, seeking to map its present future; which we do by outlining a set of ‘best practices’ (with examples of scholars doing this work) for applying social complexity to public health modelling. These include: (1) challenging social physics and reductionism, (2) rethinking complex causality and system dynamics, (3) emphasising co-creation and context, (4) understanding real-world policy making, (5) modelling at multiple levels and with multiple models, (6) developing interdisciplinary methods and using qualitative data, (7) grounding models in rigorous social science, and (8) accepting the limits of what modelling can do. 

 

CLICK HERE for a link to the PDF of my presentation

 

CLICK HERE for a link to COMPLEX-IT

 

CLICK HERE for a link to the Map of the Complexity Sciences

 

 



03/08/2023

The Atlas of Social Complexity and the latest research in complexity and psychology. Society for Chaos Theory in Psychology & Life Sciences 33rd Annual International Conference

Much thanks to Stephen Guastello and colleagues for the chance to present at the Society for Chaos Theory in Psychology & Life Sciences 33rd Annual International Conference 2-4 August, 2023 at the Fields Institute at University of Toronto.

For my talk, I presented on our (mine and Lasse Gerrits) forthcoming Atlas of Social Complexity. My focus was on the complexity of psychology and the psychology of complexity research taking place at the forefront of the social science turn in the complexity sciences and the study of social complexity 

The book, which will be published in 2024, is as follows. Keep an eye out for it! CITATION: Castellani, Brian and Gerrits, Lasse. Forthcoming 2024. The Atlas of Social Complexity. Edward Elgar. 

MATERIALS:

  •  CLICK HERE for the PDF of my presentation
  • (note: slides are copyrighted, so please acknowledge if referenced or used)
  • ·      CLICK HERE for the Complexity Sciences Map

    ·      CLICK HERE to explore COMPLEX-IT and its software, tutorials, etc.

    ·      CLICK HERE for a published article on COMPLEX-IT 

    ·      CLICK HERE for Big Data Mining and Complexity

    ·      CLICK HERE for the Sage Handbook of Case-Based Methods

     

02/07/2023

Smart and approachable methods for stakeholders in policy and diplomacy -- ICCS CONFERENCE CoDip

Corey Schimpf and I presented our work as part of the Computational Diplomacy and Policy Workshop July 3rd, Prague, 2023, for the International Conference on Computational Science. The workshop was run by Michael Lees, Bastien Chopard, and me.


TITLE

The complexities of policy, data and computational methods: Charting a new, case-based, social science grounded, AM-Smart methods approach

 

Co-authors, in addition to Corey and me, include Peter Barbrook-Johnson, Lasse Gerrits, and Christopher Caden

 

 

ABSTRACT

In the globalized worlds in which we live, governments cannot escape the uncertainty, interdependence, and complexity of current public policy. Nor can they escape the urgent need for sweeping policy reform – infrastructural, political, environmental, social – to address this complexity, including the coordinating local, national, and international policies and stakeholders. Governments are also confronted presently with a big-data flood of information and the promised ‘sales pitch’ of computational science – from modelling and simulation to data science and artificial intelligence – to correctly guide decision-making. While such complexities of policy, data and methods is not an entirely new problem, what is of critical importance is how rather ineffective it has all been. The promise of complexity and computation has struggled to live up to expectation. A shift has emerged in the policy landscape, albeit minor, involving a ‘social science turn’ in complexity and computational modelling. This ‘turn’ involves using the theories, concepts, methods and empirical insights of social science to inform the complexity and computational sciences. In terms of specifics, leading areas of research includes co-production for simulation; participatory design; rigorous stakeholder engagement; a resurgence in systems mapping; mixed-methods development, such as qualitative comparative analysis and agent-based modelling; addressing issues of power and inequalities in the policy landscape, including grounding policy in a complexities of place approach; adopting a case-based perspective; and co-designing more easily accessible computational modelling platforms, called AM-Smart methods.

 

Our presentation will seek to outline this ‘social science’ turn in complexity and computational modelling and its implications for improving public policy. This outline will include (1) a brief overview of the above advances; (2) a quick introduction to a methods platform we developed, COMPLEX-IT, which has incorporated many of the social science turn advances into its design; and (3) critically reflect on the strengths and weakness of the social science turn, including barriers to and levers for advancing the utility of this approach across team members with distinct roles, perspectives, and intersections with public policy work. All with the goal of helping to advance the field of computational policy/diplomacy.

 

 

CLICK HERE TO ACCESS COMPLEX-IT

 

CLICK HERE TO ACCESS CECAN

 

CLICK HERE TO ACCESS PRSM – PARTICIPATORY SYSTEMS MAPPER

 

CLICK HERE FOR OPEN ACCESS BOOK, SYSTEMS MAPPING

 

CLICK HERE FOR POLDER CENTER AT UNIVERSITY OF AMSTERDAM

 

CLICK HERE FOR DURHAM RESEARCH METHODS CENTRE

 

CLICK HERE for the PDF of our Workshop Introduction

 

HERE ARE THE OTHER PRESENTATIONS FROM OUR TWO-PART SESSION

 

 


 

24/05/2023

Mitigating the impact of air pollution on dementia and brain health: Setting the policy agenda (University of Suffolk, Together for Transformation Conference)

Much thanks to Valerie Gladwell and Colin Martin and the University of Suffolk for the opportunity to present at their Together for Transformation Conference, which focused on exploring transformational research to support collaboration, innovation and policy change.

 

I was there on behalf of INPSIRE and CECAN. InSPIRE is a UK policy and research consortium, housed at Durham University, devoted to mitigating the impact that air pollution and the exposome have on brain health (including cognitive function, mental health and dementia). CECAN is the Centre for the Evaluation of Complexity Across the Nexus.

 

I presented on the latest policy brief we have released on transforming policy on air quality and brain health. CLICK HERE FOR POLICY BRIEF. The brief is based on a 2022 article we published, Mitigating the impact of air pollution on dementia and brain health: Setting the policy agenda.

 

CLICK HERE for PDF of PowerPoint

 

ABSTRACT

Background: Emerging research suggests exposure to high levels of air pollution at critical points in the life-course is detrimental to brain health, including cognitive decline and dementia. Social determinants play a significant role, including socio-economic deprivation, environmental factors and heightened health and social inequalities. Policies have been proposed more generally, but their benefits for brain health have yet to be fully explored.

 

Objective and methods: Over the course of two years, we worked as a consortium of 20+ academics in a participatory and consensus method to develop the first policy agenda for mitigating air pollution's impact on brain health and dementia, including an umbrella review and engaging 11 stakeholder organisations.

 

Results: We identified three policy domains and 14 priority areas. Research and Funding included: (1) embracing a complexities of place approach that (2) highlights vulnerable populations; (3) details the impact of ambient PM2.5 on brain health, including current and historical high-resolution exposure models; (4) emphasises the importance of indoor air pollution; (5) catalogues the multiple pathways to disease for brain health and dementia, including those most at risk; (6) embraces a life course perspective; and (7) radically rethinks funding. Education and Awareness included: (8) making this unrecognised public health issue known; (9) developing educational products; (10) attaching air pollution and brain health to existing strategies and campaigns; and (11) providing publicly available monitoring, assessment and screening tools. Policy Evaluation included: (12) conducting complex systems evaluation; (13) engaging in co-production; and (14) evaluating air quality policies for their brain health benefits.

 

Conclusion: Given the pressing issues of brain health, dementia and air pollution, setting a policy agenda is crucial. Policy needs to be matched by scientific evidence and appropriate guidelines, including bespoke strategies to optimise impact and mitigate unintended consequences. The agenda provided here is the first step toward such a plan.

28/04/2023

World-Leading Global Scholars Visiting and Working with the DRMC Team and Fellows

 

World-Leading Global Scholars Visiting and Working with the DRMC Team and Fellows

The DRMC has had a busy academic year and we are only two-thirds of the way through! Since autumn, through the Research Methods Café and other avenues, we have had research conversations on research interview methods, discussed R software, worked with our new DRMC Student Fellows, set up the new research themes, and developed a Power Automate guide to process separate reviewing of anonymous and identifiable information for grant/job applications. We also had three visiting scholars to Durham. DRMC has tremendous capacity to become a world-leading hub for intellectual engagement around methods. Toward this effort, the following three international scholars visited the DRMC.

Prof Christophe Gernigon, Université de Montpellier, FranceChristophe is Professeur des Universités in Psychology of Sport and Exercise at the Université de Montpellier. Christophe specialises in the application of complexity modelling, in particular, dynamical systems theory, to topics in social psychology and sports psychology. For more on his work, click here. While at Durham, Christophe gave two lectures. The first – The dynamics of approach and avoidance motivation: A key to understanding (non-) sporting lives?was for the Department of Sport and Exercise at Durham. The second – On the reproducibility issue: Will psychological science ever exorcise Laplace’s Demon? – was for the DRMC.

Dr Corey Schimpf, State University of New York, USACorey is in the Department of Engineering Education, University of Buffalo, State University of New York, USA. His expertise is in agent architecture and AI, design research and design thinking, data visualization, critical studies, data mining, educational technology, case-based methods, research methods, and computational social science. Corey is part of the international DRMC team developing the AM-Smart methods platform, COMPLEX-IT – which non-experts can use to run some of the latest developments in computational modelling. We are presently developing a systems mapping tab and a fast-ABM tab. Corey visited Durham in October to present on a paper he and I recently wrote, Approachable modeling and smart methods: a new methods field of study.

Dr Philippe Giabbanelli, Miami University, USAPhilippe is truly a global scholar. Born in France, studied in Canada, did his post-doctoral studies at Cambridge, and is presently working in the States. Philippe’s research group primarily work on simulation models and machine learning for public health. More specifically, they are focused on discrete simulation models (e.g., agent-based modeling, cellular automata), network analysis, and machine learning (e.g., classification, performance analysis). Currently, his main projects are (i) using machine learning to accelerate large-scale simulations and (ii) shifting from ‘big’ to ‘useful’ data by identifying the minimum parts of a dataset needed to quickly make accurate predictions.  Philippe is part of the international DRMC team developing new approaches to agent-based modelling. He was also a great colleague and support during the COVID pandemic, as the world community of modellers, of which our DRMC was a team, came together to quickly develop various models of the pandemic. As a result, we wrote the following paper together, Opportunities and challenges in developing covid-19 simulation models: Lessons from six funded projects. In March, Philippe brought his global experience and methods expertise to Durham to work on a research paper with our team and to do two presentations. The first was Agent-based modelling for public health: New methods and applications to obesity and suicide. This is highly innovative work, engaging in co-creation for developing simulation models. It was an exciting talk! Click here and also click here for two papers on which this presentation was based. The second presentation, which you can click here to watch on YouTube, and which builds on the first, was Participatory modelling and mixed-methods for public health simulations.

Looking forward to 2023-2024.

Building on our initial success, we will invite several more international scholars. So far, we are hoping we will be able to invite the following colleagues, perhaps for a conference on the philosophy of complexity. Stay tuned!

Dr Federica Russo, University of Amsterdam, NetherlandsFederica is a philosopher of science, technology, and information based at the University of Amsterdam. Her current research concerns epistemological, methodological, and normative aspects as they arise in the biomedical and social sciences, and in highly technologized scientific contexts. She is currently working on an edited volume on complexity in causality. For more on her work, Click here.

Prof. dr dr, Lasse Gerrits, Erasmus University, NetherlandsLasse is Academic Director of the Institute for Housing and Urban Development Studies of Erasmus University Rotterdam. His current research focuses on social scientific research methods, complexity sciences, systems theories, urban planning and development, governance, railway systems, infrastructure development, qualitative research methods, qualitative comparative analysis, network analysis, system modelling, socio-technological evolution.

Prof. Andrea Hurst, Nelson Mandela University, South AfricaAndrea is Chair in Identities and Social Cohesion in Africa, at Nelson Mandela University. Another global scholar, Andrea was awarded PhD in Philosophy from Villanova University, Philadelphia, 2006. Her research focused on bringing complexity-thinking in continental philosophy into contact with psychoanalytic theory, leading to the publication of a book entitled Derrida vis-á-vis Lacan: Interweaving Deconstruction and Psychoanalysis (New York: Fordham University Press, 2008). Presently, her work remains engaged, broadly speaking, in examining the interfaces between philosophy as a way of life in its many dimensions, psychoanalytic thinking, and the development of notions of ethical responsibility within the contemporary paradigmatic shift from “simplicity” to “complexity.” 

25/04/2023

Complexity scientists and those interested in complex systems research, please do better literature reviews

Perhaps it is anecdotal on my part. But it seems to happen far too often lately. I am reading an article or book on the application of the complexity sciences to some topic only to have to endure the authors failing to cite some landmark publication or even just failing to cite the literature their peers have published on the same topic!

Worse is when authors confine their citations to scholars in their own country or their own small collegial network. Reading the literature, one would sometimes think that the complexity sciences were independently developed in various countries throughout the world, because far too often scholars ignore those outside their small collegial networks, even when doing the exact same research!

I know the complexity sciences constitute a massive field of study. I know, even when developing our map of the complexity sciences, that studies can be missed. And I know we cannot cite everyone. 

But come on! . . . 

Complexity scientists and those interested in complex systems research, please do better literature reviews. It is misleading and lacking scientific rigour.



19/04/2023

The Atlas of Social Complexity: Mapping Complexity’s Adjacent Possible (Workshop at Nelson Mandela University)

 

I would like to thank Andrea Hurst and Anton Botha and Harsheila Riga for the opportunity to run a workshop on complexity at Nelson Mandela University. The workshop is based on a forthcoming book in 2024 – The Atlas of Social Complexity (Edward Elgar Publishing) -- that Lasse Gerrits and I are in the final stages of writing.

 

Here is the Workshop Abstract

 

Although the complexity sciences have done much to advance the social sciences, over the last decade the field has run into some hard situations – thirteen to be exact. Some are self-imposed, others come from how 21st century science is conducted. Examples include ignoring the wider social sciences; privileging computational modelling over qualitative research; and being tone-deaf about the real world.

 

These situations presently prevent the study of social complexity from becoming the disruptive, transdisciplinary field it originally sought to be in the 1990s when the complexity turn in the social sciences took place.

 

Fortunately, a small but growing global network of scholars are charting new territory. They are part of a fresh turn in complexity, the social science turn, which fosters a transdisciplinary, social complexity imagination that, in one way or another, addresses the field’s thirteen situations to create new areas of disruptive and highly innovative social inquiry. The Atlas of social complexity charts this new territory, seeking to map its present future.

 

Organised around five major themes – (1) Cognition, emotion and consciousness, (2) Dynamics of human psychology, (3) Living in social systems, (4) Advancing a new methods agenda, and (5) The unfinished space – the Atlas functions as a tour guide, surveying over thirty leading-edge research areas (some still under construction) that readers can variously combine and develop.

 

The Atlas is a practical guide for those seeking new ideas and new avenues of study to pursue, all in the hope of fostering the transdisciplinary social complexity imagination needed to address some of the biggest global challenges we, as a world community, presently face.

 

The purpose of this interactive Workshop is to introduce the Atlas to foster a discussion on the future of the field and for participants to explore what a future map might look like for their work.

 

 

·      CLICK HERE is a link to the Main PowerPoint

·      CLICK HERE for the Complexity Sciences Map

 

·      CLICK HERE for the Methods PowerPoint.

·      CLICK HERE to explore COMPLEX-IT and its software, tutorials, etc.

·      CLICK HERE for a published article on COMPLEX-IT 

·      CLICK HERE for Big Data Mining and Complexity

·      CLICK HERE for the Sage Handbook of Case-Based Methods 

 

 

 

 

18/04/2023

Early Life Brain Development, Air Pollution and the Exposome: A Complexity Perspective (Lecture at Nelson Mandela University)

I would like to thank Andrea Hurst and Anton Botha and Harsheila Riga for the opportunity to present my work on early Life Brain Development, Air Pollution and the Exposome: A Complexity Perspective  at Nelson Mandela University. The purpose of the talk is to outline a new framing of the exposome, allostatic load and brain health grounded in a case-based complexities of place perspective.

 

 

ABSTRACT:

Adverse environmental exposures during early life development, in particular air pollution, are crucial to the brain health that children and adolescents (and the communities in which they live) subsequently experience throughout their life-course. Brain health ranges from neurodegenerative disease and developmental disorders to cognitive function and mental health. Given this pathways to disease link to development, a new field of study has emerged called the exposome. The exposome is a complex configuration of all the exposures a community and its individuals experience in a lifetime and how the multifaceted chemistry of the systems in which people live meet with the complexities of the human brain and public health – particularly in terms of health and social inequalities. For example, by 2050, 24% of global deaths will be linked to the environment; 30-55% to social determinants; and over 139 million people will have dementia at a global cost of $2.8 trillion. Mitigating these public health issues by intervening in early life development is key. The theoretical challenge, however, is how best to make sense of such complexity. The purpose of this presentation is to explore how a complex systems view of the intersection between social determinants and the exposome and their impact on brain health development as a function of place is the best approach for advancing such a difficult, interdisciplinary field of study and its policy implications. The case study as evidence will be the latest research on air pollution and brain health in early life and adolescence.

Here is a link to my PowerPoint

Here is the link to InSPIRE

 

Vermeulen, R., Schymanski, E. L., Barabási, A. L., & Miller, G. W. (2020). The exposome and health: Where chemistry meets biology. Science, 367(6476), 392-396.
 

 

 

 



31/03/2023

There is no god independent of human goodness.

A friend of mine, who does not like social media or public attention, said I could post this quote from him. He is reading two books presently. John Julius Norwich's Sicily and Anna Reid's Borderland: A journey through the history of the Ukraine

Both countries, as most know, have suffered tremendously at the hands of others. Millions upon millions of people being killed, exiled, or left living lives of desperation because of the terrible inhumanity and indifference of others.

My friend said something profound that I wanted to share:
"If you think there is a god, independent of human kindness and compassion, you are mistaken. All that stands between cruelty and suffering is the goodness of everyday people, willing to make a difference. The universe is otherwise silent." 




 

27/03/2023

Time and Process in QCA (Qualitative Comparative Analysis) and Case-based Reasoning

Interest in Qualitative Comparative Analysis is burgeoning and has sparked a wide range of methodological developments. One area that deserves attention is the integration of time and process into the logic and workings of OCA as a research approach and technique.

 

 

In Fall of 2022, Lasse Gerrits and Sofia Pagliarin, both of the Institute for Housing and Urban Development Studies, Erasmus University Rotterdam, organized the first Time-in-QCA (TiQ) workshop.  


It was a fantastic session and I was honoured to get to present as part of the day's events. I presented on the links between a case-based computtional modelling approach and QCA for modelling longitudinal trajectories of cases and their corresponding complex causality.

 

Sofia and Lasse have now produced a corresponding report of the workshop. You can find it on the COMPASS website (Comparative Methods for Systematic Cross-Case Analysis).


HERE IS THE LINK

 

More than just reviewing the workshop itself, this report is essential reading for anybody interested in longitudinal QCA: it summarizes existing conceptualizations of the relationships among time and QCA, provides a high-level overview of methodological techniques for incorporating time and process into QCA, and identifies avenues and areas for future exploration.

 

See also their paper: Pagliarin, S., & Gerrits, L. (2020). Trajectory-based Qualitative Comparative Analysis: Accounting for case-based time dynamics. Methodological Innovations, 13(3), 2059799120959170.


05/10/2022

COMPLEX-IT: A software package for case-based temporal analysis, including the usage of QCA

Much thanks to Sofia Pagliarin and Lasse Gerrits for the chance to present at the Time-in-QCA workshop at Erasmus University.

 

 

WORKSHOP OVERVIEW

The Time-in-QCA (TiQ) international workshop is an opportunity for scholars to discuss the different ways in which time and process can be integrated into the logic and workings of Qualitative Comparative Analysis (QCA) as a research method and approach. The TiQ workshop is organised as a series of roundtables to foster constructive exchanges and discussions. Because of the specialised, and at the same time informal format of the workshop, we welcome work-in-progress ideas and ongoing empirical research integrating the time dimension into QCA both theoretically and methodologically. 

 

COMPLEX-IT AND QCA

For my talk, I presented on COMPLEX-IT: A software package for case-based temporal analysis, including the usage of QCA.


HERE IS A LINK TO THE PRESENTATION

HERE IS A LINK TO COMPLEX-IT

HERE IS A LINK TO OUR CO-MORBID DEPRESSION PHYSICAL HEALTH paper