Hodges' Model: Welcome to the QUAD

Hodges' Model: Welcome to the QUAD

Hodges' model is a conceptual framework to support reflection and critical thinking. Situated, the model can help integrate all disciplines (academic and professional). Amid news items, are posts that illustrate the scope and application of the model. A bibliography and A4 template are provided in the sidebar. Welcome to the QUAD ...

Monday, March 30, 2026

Lavoisier: Math - Chemistry; Quantity, Quality, Principle ...

The philosophy of science, can not avoid being viewed historically, which leads us to learn how mathematics literally took hold, from physics, to chemistry and biology. The application of mathematics to chemistry provides many and ongoing insights:

'Curiously enough, Kant’s own student, Jeremias Benjamin Richter (1762-1807), would only a few years later disprove his professor with his PhD dissertation On the use of the mathematical method in chemistry (Richter 1789). It laid the groundwork for stoichiometry as an algebraic approach to chemistry, including what was later called the ‘law of constant proportion’ that John Dalton used for his atomism on chemical grounds (Richter 1792-3, Dalton 1808). Moreover, at the time of Kant’s writing, experimental philosophy was taking over most of the centers of European research to become the mainstream methodology of modern science, which would later denounce the ideal of a priori knowledge in science as ‘mere’ metaphysics. Although some philosophers of mathematical physics still adhere to that ideal today, Kant was a late partisan in the struggle for the methodological priority of mathematics in the study of nature as it was exemplified by the old field of ‘rational mechanics’. Yet, his view on science became marginalized as much as his verdict on chemistry, that it would be alien to mathematics, was refuted.'

The pitfalls presented and Schummer's 2.4 A methodological suggestion for defining mathematical chemistry are helpful.

Joachim Schummer. Why Mathematical Chemistry Cannot Copy Mathematical Physics and How to Avoid the Imminent Epistemological Pitfalls. HYLE--International Journal for Philosophy of Chemistry, Vol. 18, No.1 (2012). pp. 71-89https://www.hyle.org/journal/issues/18-1/schummer.htm

Maths is filled with tragedy, but the personal manifestation in my lack of ability, pales to insignificance to the many scientific and human tragedies history reveals. Consider Galois, and Lavoisier:

‘Only a moment to cut off that head and a hundred years may not give us another like it,’ lamented the 18th-century French mathematician Joseph Louis Lagrange. The head in question had belonged to the French aristocrat and chemist Antoine Laurent Lavoisier, who was executed at the hands of French revolutionaries on 8 May 1794. Lavoisier’s ideas changed the face of chemistry. He is best remembered for overthrowing the phlogiston theory, but perhaps his greater and more lasting achievement was to impose order on the language and symbolism that have shaped the thoughts of chemists.'

Paul Board, The Aristocrat who revolutionised chemistry, New Scientist. May 7, 1994 (Volume 142, Issue 1924). https://www.newscientist.com/article/mg14219243-300/

In an essay in the Charles Coulston Gillispie's essay in the history of scientific ideas, Chapter VI. The Rationalization of Matter, describes how Lavoisier sought to develop an algebraic approach:

'But what is most interesting is Lavoisier's mode of representing these results, so correct in quantity, so wrong in principle. In order to sec what he was about, one has to follow him into some detail. It is obvious, he writes, that acidification of a metal involves many variables-heat, concentration, chemical affinities, etc. each of which is a force acting with characteristic energy. Therefrom results a problem complex and difficult of solution: [my emphasis]

"Better to exhibit the state of the question in this respect, and in order to show at a glance the result of what happens in metallic solutions, I have constructed formulas of a sort, which could at first be taken for algebraic formulas, but which have not the same object, and do not derive from the same principles . . ."'

Gillispie, Charles Coulston. The Edge of Objectivity: An Essay in the History of Scientific Ideas. Princeton, N.J.: Princeton University Press, 1960.

Gillispie quotes at length to demonstrate Lavoisier's approach*. There is a more accessible (for me, here) source in -

Stefano Zambelli (2012). Chemical Kinetics, an Historical Introduction, Chemical Kinetics, Dr Vivek Patel (Ed.), ISBN: 978-953-51-0132-1, InTech, Available from: 
http://www.intechopen.com/books/chemicalkinetics/chemical-kinetics-an-historical-introduction

Please see page 6: 3. Chemical equilibrium conception: The law of mass action.

To close, there is reading and advice to be carried forward in:

Guillermo Restrepo & José L. Villaveces, "Mathematical Thinking in Chemistry". Special Issue: Chemistry and Mathematics, Part 1. HYLE--International Journal for Philosophy of Chemistry, Vol. 18, No.1 (2012). pp. 3-22. https://www.hyle.org/journal/issues/18-1/restrepo-villaveces.htm

Gillispie concludes his illustrated exploration of Lavoisier:

'Is this not the most tantalizing memoir in the history of chemistry, and in Lavoisier's the most appealing? Here alone, one gets a sense of modesty. He never claims for these expressions the dignity of algebra. "We are still very far from being able to introduce mathematical precision into chemistry, and I beg, therefore, that no one consider these formulas . . . as more than simple annotations, of which the object is to ease the labors of the mind." (But compare this disclaimer with what he says of algebra itself in the Method of Chemical Nomenclature: "Algebra is the analytical method par excellence: it was invented to facilitate the labors of the mind, to compress into a few lines what would take pages to discuss, and to lead, finally, in a more convenient prompt and certain manner to the solution of very complicated questions.")' p.245.

*in - Lavoisier, A.L. (1782). Considerations sur la dissolution des metaux dans les acides, Mémoires de l’Académie des sciences 1782, pp. 492-527, Available from http://www.lavoisier.cnrs.fr/ice/ice_book_detail-fr-text-lavosier-Lavoisier-49- 5.htm

Sunday, March 29, 2026

Children: FACE the past, future, your social media, Capitalism

INDIVIDUAL
|
    INTERPERSONAL    :     SCIENCES               
HUMANISTIC --------------------------------------  MECHANISTIC      
SOCIOLOGY  :   POLITICAL 
|
GROUP

MENTAL HEALTH and WELLBEING

LIFELONG LEARNING
 
KEY LITERACIES 

PSHE EDUCATION -
 Personal, Social, 
Health and Economic
The Face
'Apps such as TikTok and Instagram are filled with videos of young girls and teenagers advising their peers on elaborate skincare routines, especially through a popular line of content called "Get Ready with Me".

Parents have sounded the alarm over this trend, while recent medical literature has recognised the phenomenon of "cosmeticorexia", also called "dermorexia", defined as a culturally reinforced preoccupation or obsession with achieving "flawless" skin that can lead to "excessive, age-inappropriate or compulsive use of cosmetic products".'

'Italy is investigating a beauty retailer and make-up brand owned by French luxury group LVMH over claims their marketing has fuelled "cosmeticorexia", an unhealthy obsession with skincare among young girls.
The Italian Competition and Market Authority (AGCM) said yesterday it was probing Sephora and Benefit Cosmetics for suspected "unfair commercial practices" with the promotion of skincare products such as face masks, serums and anti-ageing creams to girls as young as 10 years old.
Those marketing campaigns were carried out mainly via social media, the  regulator said, leading young girls to "compulsively" buy such products.'



My sources: Amy Kazmin, LVMH's Sephora probed in Italy over fuelling young girls' skincare obsession, FTWeekend, 28-29 March 2026, p.1. FTWeekend and The Times. Reviews.

London visit February. Waterstones, Foyles, Hatchards & others.

Book image: https://www.amazon.ca/Face-Cultural-Fay-Bound-Alberti/dp/1538766531
 
Previously: 'health' : 'face' : 'child' : 'obsession' : 'social media'

Saturday, March 28, 2026

Jürgen Habermas RIP: 'Synthetic abilities - Synthetic thinking'

'Jürgen Habermas is recognized for his immense
synthetic ability, integrating diverse cognitive domains—philosophy, sociology, linguistics, and psychology—to develop a cohesive theory of communicative action and social critique. His synthetic thinking aims to bridge modern rationalism with normative concerns, creating an interdisciplinary framework that addresses the complexities of modern society.
Google AI Overview: https://share.google/aimode/Tev1Ip96TMCMcEgdF 

'It is true that the sciences are increasingly interconnected with the development of productivity by way of technical progress; however, technical progress is not the only branch of science in the line of instrumental rationality defenders from Descartes and Bacon's scientific method. This is what distinguishes the Newtonian science from the second group of considerations: Darwinian science and contemporary systems theory (as Habermas, 1984 puts it). The latter do invite us to see the science as “an organism, population, or system [that] maintains itself through demarcation from and adaptation to a changeable, hypercomplex environment” (Habermas, 1984, p. 388). Also, the classical philosophical tradition, insofar that it suggests the possibility of a worldview, has become questionable:

Philosophy can no longer refer to the whole of the world, of nature, of history, of society, in the sense of a totalizing knowledge. Theoretical surrogates for worldviews have been devalued, not only by the factual advance of empirical science but even more by the reflective consciousness accompanying it. (Habermas, 1984, p. 1)'

Mejía Fernández, R. & Romero, J. (2022) Social Evolution in Jürgen Habermas: Towards a Weak Anthropological Naturalism between Kant and Darwin. Theoria, 88(3), 607–628. Available from: https://doi.org/10.1111/theo.12383

'According to Habermas, the self of the ethical life stage embodies a basis for a postmetaphysical grounding of the good life:

'Rather, all his attention is on the structure of the ability to be oneself, that is, on the form of an ethical self-reflection and self-choice that is determined by the infinite interest in the success of one’s own life-project. With a view toward future possibilities of action, the individual self-critically appropriates the past of her factually given, concretely re-presented life history. Only then does she make herself into a person who speaks for herself, an irreplaceable individual.'30 

Viertbauer, Jürgen HKlaus (2019) Habermas on the Way to a Postmetaphysical Reading of Kierkegaard.
European Journal for Philosophy of Religion 11 (4): 137-162. (p.145).

My source: Nick Pearce, Philosopher who fought the slide towards illiberalism, Jürgen Habermas Obituary. FTWeekend, 21-22 March 2026. p.9.

Thursday, March 26, 2026

Is there such a thing as the holistic bandwidth of 'resilience'?

In preparing my presentation for World Conference on Complex Systems 2026 (WCCS26) next month^, I am reading:

Bridging the Macro and the Micro by Considering the Meso: Reflections on the Fractal Nature of Resilience

ABSTRACT. We pursued the following three interconnected points: (1) there are unexplored opportunities for resilience scholars from different disciplines to cross-inspire and inform, (2) a systems perspective may enhance understanding of human resilience in health and social settings, and (3) resilience is often considered to be fractal, i.e., a phenomenon with recognizable or recurring features at a variety of scales. Following a consideration of resilience from a systems perspective, we explain how resilience can, for analytic purposes, be constructed at four scales: micro, meso, macro, and cross-scale. Adding to the cross-scale perspective of the social-ecological field, we have suggested an analytical framework for resilience studies of the health field, which incorporates holism and complexity by embracing an ecological model of cognition, something supported by empirical studies of organizations in crisis situations at various spatial as well as temporal scales.  

Key Words: human resilience; organizational resilience; resilience; resilience engineering; societal resilience 

Since the turn of the millennium, it appears 'resilience' has exploded across the media, and literature. As a result, it has also been viewed negatively by mental health service advocates, and activists as they decry the run-down state of formal services. The 'recovery model', undoubtedly closely associated with personal resilience is not the only answer.

This paper is helpful, in several respects but specifically to illustrate the idea of how Hodges' model can frame holistic bandwidth, across its care / knowledge domains.

INDIVIDUAL
|
    INTERPERSONAL    :     SCIENCES               
HUMANISTIC --------------------------------------  MECHANISTIC      
SOCIOLOGY  :   POLITICAL 
|
GROUP

individual - emotional - mental
resilience



resilience engineering

human & societal resilience

organizational resilience


 
I think the answer is yes. 

But, what do you think (h2cmng AT yahoo.co.uk)?

Bergström, J., & Dekker, S. W. A. (2014). Bridging the Macro and the Micro by Considering the Meso: Reflections on the Fractal Nature of Resilience. Ecology and Society, 19(4), art22.
https://doi.org/10.5751/ES-06956-190422
 
See also:
Jones P. (2014) Using a conceptual framework to explore the dimensions of recovery and their relationship to service user choice and self-determination. International Journal of Person Centered Medicine. Vol 3, No 4, (2013) pp.305-311.  
 
Previously: 'complexity' : 'resilience' : 'holistic bandwidth' : 'fractal'

^Fingers x'd!

Wednesday, March 25, 2026

Call for Submissions: Reimagining the Frontline - The Evolving Roles of Community Health Workers (CHWs) in a Changing World

Dear HIFA Colleagues,

Are you a researcher operating in the community health space?

Sage Health Service Insight Journal, a JCR-ranked, peer-reviewed, fully Open Access journal with an Impact Factor of 2.5. launched a Special Collection focused titled:

Reimagining the Frontline:

The Evolving Roles of Community Health Workers (CHWs) in a Changing World
 https://journals.sagepub.com/topic/collections-his/002164/hisa

Your perspective would be invaluable to this collection, especially at a time when CHWs are at a pivotal crossroad. From navigating funding pressures and the health impacts of climate change to harnessing AI and digital tools, their roles are evolving faster than ever. This collection seeks to capture that transformation through rigorous, forward-looking research.

We welcome research articles and review articles on these topics: 
  • Sustainable financing and economic models in a constrained landscape 
  • Digital transformation: AI, mHealth, and data equity
  • Adapting to emerging health threats and new health conditions 
  • CHW resilience and wellbeing
Submission deadline: 13 July 2026

Additionally, authors may be eligible for APC discount through: Please note that only the highest applicable discount would apply to the standard publication fee, as authors would be unable to stack the discounts.

We deeply appreciate your consideration and would be delighted to feature your work in this Special Collection. Please feel free to reach out if you have any further questions.

Should you have any questions about the Special Collection, please do not hesitate to reach out to the Guest Editors directly: Abimbola.Olaniran AT outlook.com and Roosa.Sofia.Tikkanen AT fhi.no. For journal-related queries, please contact: Katalin.Orosz AT sagepub.co.uk

Thank you so much for considering this invitation. I truly look forward to the possibility of featuring your work.

Best regards,

Drs Abimbola Olaniran & Roosa Sofia Tikkanen Guest Editors, Health Services Insights Special Collection

HIFA profile: Abimbola A. Olaniran (MB;BS, PhD, EMBA) is a physician, researcher, and digital health entrepreneur with over twenty years of experience at the intersection of clinical care, health systems research, and policy in Africa. He continues to collaborate with local and international partners as well as national governments across Africa on health policy, workforce planning, and implementation research. His mission is to ensure that the AI revolution serves the most underserved, building from the continent, for the continent. Abimbola.Olaniran AT outlook.com
 
🔷 

Just to add: In addition, if I can support any CHW's and team colleagues and managers in a contribution using Hodges' model, I would be pleased to do so.

My source: HIFA list

Tuesday, March 24, 2026

New student? What's that? You're worried about your finals!

For a new student nurse, mention of your finals, as in, exams - seems a world-away. After a paroxysmal attack of fear (and motivation!), time resolves. "It's fine. I can relax. We're good!"

Especially so in the pre-Project 2000 days (Swaby, 2021), when nurse education was conducted in more local schools of nursing. You could be forgiven for feeling reassured that there's plenty of time; if your first step was to work as a nursing assistant (or cadet) prior to starting as a student.

Then all of a sudden, you can point to many wornout shoes. You've been busy; helped run a ward, a caseload, a team, and raised a family. And, while the NHS, nursing, society, and much else besides have continued their relentless pace of change, change and more change.

You blink,* look again and you're starting what will be your final 3-year period of nurse registration. What this will bring: who knows?

Kelly Swaby (2021) Did Project 2000 fulfil the intention set out by nursing’s leadership to create
a profession of highly educated practitioners. Thesis.
https://pure.hud.ac.uk/ws/portalfiles/portal/70492399/Swaby_THESIS.pdf

*'Blink' https://www.youtube.com/watch?v=4f0p5KqdU9U

Monday, March 23, 2026

Good - Bad AI? c/o FT Magazine et al.

My source: Tim Harford, How can we tell good AI from bad? FT Magazine. 21 March 2026. #1168: pp.9-10.

    'Two new working papers address the tricky issue of verifying quality. In "Some Simple Economics of AGI", Christian Catalini, xiang Hui and Jane Wu (assisted, sometimes gratingly, by generative AI) propose the inevitable 2x2 matrix in which economic activity can be easy to automate, easy to verify, both or neither. Automatable, verifiable output is the stuff that computers do for us. The non-automatable stuff remains reassuringly artisanal.
    The difficult quadrant is where tasks seem easy to complete but are hard to check. Catalini, Hui and Wu call this the "runaway risk zone". It is not a reassuring label and it is not meant to be.
...
    In the second paper, "A model of Artificial Jagged Intelligence", Joshua Gans offers an analogy in which asking AI to perform task is like trying to cross a river over a network of planks supported by occasional pylons. The jagged frontier is represented by the fact that some planks are long and wobbly, while others are short and sturdy. Problem one: even if the planks are typically sturdy, the wobbly planks will require most of your time and attention. Problem two: if you can't predict in advance which planks will let you down, you may quite sensibly prefer to eschew the AI entirely and row yourself across the old-fashioned way.'

Catalini, C., Hui, X., & Wu, J. (2026). Some Simple Economics of AGI. arXiv preprint arXiv:2602.20946.

Joshua S. Gans, 2026. "A Model of Artificial Jagged Intelligence," NBER Working Papers 34712, National Bureau of Economic Research, Inc.


Previously: 'safety' : 'ai' : 'domain' : 'matrix'

Sunday, March 22, 2026

Slingshot AI? Meet the Earthshot (Prize ...!)

Slingshot AI

Ash
"the first AI designed for therapy"
 

'In January 2024, we set out to build a 
foundation model for psychology. 

The mental health crisis sweeping across 
our communities isn’t going anywhere, 
and what we’re doing clearly isn’t enough. 
Therapists have one of the hardest jobs in the world,
and there just aren't enough people 
or resources to help everyone in need.
And we all know in our hearts that everyone 
could use some help with their mental health. ...'

'We need a foundation model for psychology.'
 
🔷 
 
Plus a bit more ...? 
 
INDIVIDUAL
|
    INTERPERSONAL    :     SCIENCES               
HUMANISTIC --------------------------------------  MECHANISTIC      
SOCIOLOGY  :   POLITICAL 
|
GROUP

The four primary therapeutic approaches used by Ash are:
  1. Cognitive Behavioral Therapy (CBT): Focuses on identifying and modifying dysfunctional thoughts, emotions, and behaviors.
  2. Dialectical Behavior Therapy (DBT): Teaches skills for emotion regulation, distress tolerance, and interpersonal effectiveness.
  3. Acceptance and Commitment Therapy (ACT): Focuses on accepting difficult emotions while committing to actions that align with personal values.
  4. Psychodynamic Therapy: Explores unconscious patterns and early life experiences to understand current behaviors. [ Google AI Overview* ]
?

?

?



Our 'Intelligence' is embodied.
The whole of Hodges' model is / can be 
embodied - embedded within the SPIRITUAL.

My source: Electronic therapy - Machines of loving grace, The Economist, November 15th-21st, 2025. Vol. 457: #9474. pp.72-73.

 *"slingshot ai - what are the four therapeutic approaches used by ash?"

 
Previously: 'health' : 'ai' : 'parity of esteem' : 'foundation' : 'language' : 'embodied'

Saturday, March 21, 2026

'Health - Illness': Status - presence - absence - Being

A pre-charity shop revisit: 

'So long as we are healthy, we do not notice that we are healthy. Health is one of those phenomena that we do not perceive as anything special because they are a part of everyday life. We discover them by their absence. Only illness enables us to see health as health. That I am healthy, and in what way I am healthy, is something I experience when, and to the extent that, I am or was not healthy, or when I perceive (but this it is difficult to do) that, and to what extent, someone else is or was not healthy. Being healthy is not the only 'being' that escapes our gaze precisely by being, and that appears to us by its absence. One could say the same of being as such.' p.257.

von Weizsäcker, Carl Friedrich (1971 [1980 trans.]). Einheit der Natur [The Unity of Nature] New York: Farrar Straus Giroux.

If we are to demonstrate ('prove') that Hodges' model can be applied, is relevant in:

  • illness, disease, trauma (physical and mental);
  • health and well-being; 
  • human development, ageing, pregnancy;
  • social care; 
  • preventive medicine, health promotion, health education;
  • life sciences, bioengineering; 
  • public (community and mental) health;
  • self care;
  • spiritual health;
  • and global - planetary (political) health ...

Then these observations by Friedrich, allied with definitions of health, as per the WHO's Constitution:

'Health is a state of complete physical, mental and social well-being and not merely the absence of disease or infirmity.'
https://www.who.int/about/governance/constitution

The oft cited (when I was a student nurse) definition of nursing by Virginia Henderson:

“Assisting the individual, sick or well, in the performance of those activities contributing to health or its recovery (or to peaceful death) that an individual would perform unaided if he had the necessary strength, will or knowledge”.
https://libguides.twu.edu/c.php?g=270174&p=1803121

We need to 'see' beyond these sources, to take in the global situation. But, being situated this is something Hodges' model is ideally equipped to achieve.

Friday, March 20, 2026

Florence Nightingale Commemoration Service

Supporting nurses and midwives to promote health, improve care and save lives Florence Nightingale Commemoration Service

The second group of public tickets for the Florence Nightingale Commemoration Service will be available at 13:00 GMT on 24 March. Click the button below as soon as possible after this time, to complete the form to apply. 

You will be able to request a maximum of 2 tickets and you will need to complete the form with your name and email address. If you are requesting two tickets you will also need to give the name and email address of the second person. 

Please note that if you provide guest details they will then receive an email with an invitation and will need to RSVP themselves in order to secure their ticket. 

If you have further queries please visit our Frequently Asked Question page.

🔷

INDIVIDUAL
|
    INTERPERSONAL    :     SCIENCES               
HUMANISTIC --------------------------------------  MECHANISTIC      
SOCIOLOGY  :   POLITICAL 
|
GROUP
On Wednesday in Waterstones, Deansgate, Manchester, I spotted this book. Opening it randomly - I kid you not - it fell to pp.204-205, and Florence Nightingale's contribution.



'At that time, the idea of visualizing data in order to make its messages clearer to non-mathematicians (including politicians) in order to change minds and inform opinions had started to gain traction in Europe but was not common in England. Nightingale continued to use statistical diagrams to communicate stories hidden in data, and while this clearly contributed to improvements in health and mortality in British military encampments at home and abroad (and by extension in the population in general), it is also undoubtedly the case that she helped to popularize the use of appropriate data visualization methods to expand the reach of statistical information beyond specialist audiences. A testament to the influence of her work is that the Royal Statistical Society had the honour of accepting Florence Nightingale as their first female member in 1859.' p.204.


 
Thomas K. Briggs. (2025) The Mathematicians' Library The books that unlocked the power of numbers Hardback. Part of the Libri Historici series. Ivy Press.
 
Previously: 'Nightingale' : 'math

My source: Waterstone, Deansgate, Manchester and email Florence Nightingale Foundation.