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 ...

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 reslience 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.

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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

 
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 ...? 
 
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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.

🔷

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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.

Thursday, March 19, 2026

'Loud' noises and silences - Martin Luther King

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... We are confronted with the fierce urgency of now. In this unfolding conundrum of life and history, there is such a thing as being too late. Procrastination is still the thief of time. Life often leaves us standing bare, naked, and dejected with a lost opportunity. ... We may cry out desperately for time to pause in her passage, but time is adamant to every plea and rushes on. Over the bleached bones and jumbled residues of numerous civilizations are written the words, "Too late." There is an invisible book of life that faithfully records our vigilance or our neglect. Omar Khayyam is right: "The moving finger writes, and having writ moves on."
    -DR. MARTIN LUTHER KING, J.,
    Beyond Vietnam - A Time to Break Silence


Wednesday, March 18, 2026

Caring with Excellence, Care that Evolves: Filipinos in Care Anniversary Event 2026

Time & Location

17 Apr 2026, 14:00 – 23:00 BST

St Mary Abbots Centre, Vicarage Gate, London, W8 4HN

About the event

This engaging 2-panel session will delve into the inspiring journeys of Filipino nurses and nurse leaders who are making significant contributions in the social care sector. Participants will have the opportunity to hear firsthand accounts of challenges, triumphs, and the unique experiences that shape their careers. The session aims to highlight the vital role that Filipino nurses play in providing compassionate care and leadership in diverse settings.

Panel 1: Personal Journeys and Experiences of Award-Winning Filipinos

The first panel will feature a diverse group of nurses who will share their personal stories. Topics will include:
  • Overcoming cultural and professional challenges
  • Adapting to different healthcare environments
  • Building resilience and community support

Panel 2: Transitioning to Social Care

The second panel will focus on the experiences of Filipino nurses who moved from the NHS to social care. Key discussions will revolve around:
  • Developing skills in a care home setting
  • Key tips for the career move
  • Key learnings from the shift from acute to chronic care

Takeaways: A Practical Toolkit

Attendees will leave the session equipped with a practical toolkit designed to inspire and guide them in their own nursing careers. This toolkit will include:
  • Resources for professional development
  • Strategies for effective leadership in nursing
  • Networking opportunities with fellow nurses and leaders

Join us for this enlightening session to celebrate the contributions of Filipino nurses in social care and to gain valuable insights that can enhance your own journey in the field. Sessions moderated by Filipinos in Care Founder Kier Dungo and Co-Founder Jay Trondillo.

Tickets and website: https://www.filipinosincare.org.uk/event-details/fic-anniversary-event

My source: RCN North West Multicultural Group

Tuesday, March 17, 2026

Be careful - the laws you wish for ...

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LETHAL AUTONOMOUS 
WEAPON SYSTEMS




laws


Reminder: The FT View, Iran and the rising perils of AI in warfare, FTWeekend, 14-15 March, 2026, p.10.