Hodges' Model: Welcome to the QUAD: data

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 ...

Showing posts with label data. Show all posts
Showing posts with label data. Show all posts

Thursday, October 08, 2026

DSA & Q-Lab: 'In an Age of Answers, Questions Matter More Than Ever'

This afternoon I joined an online webinar organised by THE DIGITAL STATECRAFT ACADEMY:

'Gaining understanding by structuring inquiry: 
probing data with one right question after another is almost here'

The art, science, and practice of governing well in the algorithmic age

The Digital Statecraft Academy (DSA) is a global hub for cultivating visionary public leaders ready to navigate the complexities of data, AI, and digital governance. Backed by world-leading academic and policy institutions, DSA equips today’s leaders with the tools, knowledge, connections, and foresight to govern ethically, strategically, and resiliently in a rapidly evolving digital world.
 
 
Also highlighted was Q-Lab 


About Q-Lab

Questions shape what becomes visible, what is investigated, what is funded, and ultimately what societies come to know. They are fundamental not only to scientific inquiry but to a wide range of sectors and practices—from education and journalism to policymaking, medicine, law, and business, among others.

Despite this foundational role, questions are seldom treated as objects of systematic study. Established fields examine intelligence, knowledge production, and decision-making, yet few, if any, take questions themselves as their subject.

How should we define a good question? Which questions are most likely to serve as stepping stones toward breakthrough insights? Who determines which questions matter most? In short, what do we actually know about questions?

Questions Lab (Q-Lab) is the first multidisciplinary initiative dedicated to establishing questions as a field of study and practice, understanding how questions emerge, how they evolve, which questions make the greatest impact, and how they shape the trajectory of knowledge across disciplines and generations, in order to help individuals and institutions navigate complexity, deliberate more thoughtfully, and set better priorities.


I look forward to more events in future.
 
Previously: Questions in eclipse : 'question'

Tuesday, October 06, 2026

ERCIM News 146 Special Theme: "Quantum Technology"

ERCIM News 146 Cover

Dear ERCIM News reader,

Quantum technology is increasingly becoming part of real-world systems. 

This issue looks at quantum algorithms, secure communication, hybrid computing, software and sensing, highlighting recent advances and the challenges of putting them into practice. The Special Theme was guest edited by Miroslav Dobsicek (RISE), Sebastian Raubitzek (SBA Research) and Filippo Vella (CNR-ICAR).

Introduction

by Miroslav Dobsicek (RISE),  Sebastian Raubitzek (SBA Research) and Filippo Vella (CNR-ICAR)

In recent years, major advances in quantum hardware, algorithms and software have created great  opportunities for scientific discovery and industrial innovation. What can be observed is that quantum technology is entering a new phase where systems are becoming the central focus. Progress is no longer defined only by better qubits, individual algorithms or isolated demonstrations, but increasingly by whether quantum components can be integrated with classical computing, software, networks, sensing platforms and real applications. This transition, from quantum components to quantum systems, is changing both the research questions and the criteria by which progress should be judged
Read more ...

Includes:

Quantum Retina: A Quantum Eye on the Brain and Other Things, pp.43-44. (brain imaging, Parkinson's disease)

Read the October 2026 Issue

This issue in PDF

Next Issue

No. 147 — January 2027
Special Theme: Data Spaces
Call for Contributions

See also:

https://www.ercim.eu/events (AI - ethics, ...)

My source with thanks: peter.kunz AT ercim.eu

Thursday, September 24, 2026

DSA Webinar: Gaining understanding by structuring inquiry: probing data with one right question after another

Dear colleagues,

 

You are warmly invited to an online webinar hosted by The Digital Statecraft Academy (DSA), which may be of interest to those working with data and evidence in social policy.

 

DSA Webinar: Gaining understanding by structuring inquiry:
probing data with one right question after another

 

Date: Thursday 8 October 2026

Time: 15:00 BST / 16:00 CEST

Register: https://events.teams.microsoft.com/event/c6b38f8d-8f6c-4324-8c98-a73eeb36af86@f8ff7417-c954-4bf8-ba5a-1c103f38279d

 

Good analysis on clean data can still give a poor answer if the question behind it is wrong. This session looks at how we move from questions to evidence, in two steps.

 

Dr Stefaan Verhulst (Co-Founder, The GovLab at New York University and The Data Tank; Co-Editor-in-Chief, Data & Policy) will look at where questions come from, which questions get asked, and how governance priorities and political context shape them long before anyone opens a dataset.

 

Professor David Hand (Emeritus Professor of Mathematics, Imperial College London) will look at the next step: turning a real-world question into a statistical one that data can answer, and how this step can go wrong.

 

The session will be chaired by Dr Zeynep Engin, Co-Founder and Director of The Digital Statecraft Academy.

 

The discussion draws on Professor Hand's new book, What is the Question? Deciding What You Really Want to Know (2026)

 

The webinar is open to all. Register via this form. Please feel free to share this invitation with colleagues who may be interested.

 

Best wishes,

The Digital Statecraft Academy

 

My source: JISC SocioTech list - https://www.jiscmail.ac.uk/cgi-bin/webadmin?A0=SOCIOTECH

Monday, September 14, 2026

Paper: What factors influence evidence use in policy? An updated systematic map

 Abstract  [ REVIEW | Article in Press ]

In 2014, a large systematic map found that relational factors were amongst the most frequently reported facilitators of evidence use in policy. Since then, there has been a growth in evidence-use initiatives and research, many of which have attempted to address relational factors. In this timely updated map, we describe the current state of research about which factors influence evidence use in policy. A search strategy combining ‘evidence’, ‘barriers and facilitators’ and ‘policy/policymakers’ was used to identify studies across 15 electronic databases between 2012 and 2022. Studies were screened for those that include empirical data about evidence use in policy. Data extraction enabled descriptive analyses characterising studies in terms of focus, topic area, setting, and types of factors influencing use. Two thousand, one hundred and ninety-nine studies were included, a 20-fold increase over 10 years. The most commonly reported factors influencing use were the relevance of evidence, and then organisational (resources, skills, personnel and managerial support). A large number of studies reported on evidence-use interventions (n = 877) of which 379 were evaluations. Findings may indicate a shift towards relational and systemic thinking about evidence use. There appears to be a growing recognition of the resourcing, work, time, and workforce required to embed evidence use within and between organisations. With this huge growth in the literature, particularly in new evidence use interventions being tested across policy sectors, continued review and mobilisation is necessary to effectively inform the design and implementation of evidence use interventions and research.


Oliver, K., Malin, J., Akerlof, K.L. 
et al. What factors influence evidence use in policy? An updated systematic map. Humanities and Social Sciences Communications. (2026). 
https://doi.org/10.1057/s41599-026-08391-6

Not a citation for Hodges' model, but I am grateful to Prof. Oliver and co-authors for being able to assist with data extraction using EPPI-Reviewer Screening Wizard. The preceding patience and guidance to complete the coding tasks was also invaluable in being transferable. I learned a great deal and it has been perversely reassuring (disheartening!) to see that the path to final publication is also 'circuitous' for academics.^  An additional lesson is building on existing work and publication (Oliver, 2014) to revisit a method and research question. (Updates to follow).

Previously: 'map' : 'systematic' : 'policy'

^A conclusion, much shared I believe: academic publishing is systematically dysfunctional.

Sunday, August 30, 2026

A Scope with the Big Picture in Mind

Coverage plans are ready for NASA’s Nancy Grace Roman Space Telescope prelaunch and launch activities. Roman is NASA’s next-generation observatory designed to explore some of the universe’s biggest mysteries, including dark energy. NASA and SpaceX are targeting Roman’s liftoff for no earlier than 7:26 a.m. EDT Sunday, Aug. 30, aboard a SpaceX Falcon Heavy rocket from Launch Complex 39A at the agency’s Kennedy Space Center in Florida. Launch coverage begins at 6:20 a.m. Live coverage of these events will stream through a variety of platforms. Learn where to watch online: 


individual
|
INTERPERSONAL
: SCIENCES             
humanistic ------------------------------- mechanistic
SOCIOLOGY : POLITICAL   
|
group
education for ALL
life chances

Nancy Grace

STEMM
Observation
Scale

ROMAN

Girls - Women in Science

Political investment in Science for Public and Planetary Good

See also:

Nancy Grace Roman

https://science.nasa.gov/mission/roman-space-telescope/

Previously: 'women' : 'astronomy' : 'big picture'

Saturday, August 22, 2026

Re. 'Population mental health in England, 2003–2022: Teasing apart psychological distress, mental illness and activity limitation'

Last month I was struck reading John Burn-Murdoch's regular opinion piece 'Data Points' in the FTWeekend.

This one 'What's really going on with mental health around the world?' concerned a report:

Henking, C. and Baumberg Geiger, B. (2026), 'Population mental health in England, 2003–2022: Teasing apart psychological distress, mental illness and activity limitations'. ESRC Centre for Society and Mental Health, King's College London.
https://osf.io/preprints/socarxiv/8ygrz_v2

Below I have mapped some points to Hodges' model and added others. 

By accident or not, Mr Burn-Murdoch continued this theme last weekend, discussing pandemic lockdowns and how they never ended for some people (citations below):

individual
|
INTERPERSONAL
: SCIENCES             
humanistic ------------------------------- mechanistic
SOCIOLOGY : POLITICAL   
|
group


Getting stuck in a psychological minima. Becoming fixed in mindset, lack of self-development through others - empathy, rapport. 

Subtle self-harm becoming more serious.

What is character in the 21st C?

Lack of measures.
^Lack of coherence - parity in health policy.

Lack of assertiveness, self-advocacy, prone to self-stigma (non-help seeking!)

Qualitative lived experience becomes self-reinforcing (and other - family?)

Getting fixed with a physique, posture - shaped by technology.
Physical equivalent-complement 
of 'mindset'.

Getting stuck in a physical minima 'long-term'. Subtle self-harm becoming more serious.


'Systems medicalisation'
PROCESSES

Convenience (POLITICAL) of binary responses, e.g. 
DISABLED -------- NOT DISABLED

Search for 'answers' - diagnosis

Search for 'solutions' interventions

Early effect of lack of external play, risk-taking with others, friends - testing - trust.
Lack of social skills.
Impact of social and other media - reduction of stigma.
Social roles models - father-
figure? 

Lack of 'real' socialisation - meeting peers.

Socio-Political Power, hence resort to 'sick role'.

Social media - contribution to self-diagnosis. 

Support inc. Social prescribing: "You're not listening! How dare you suggest walking, gardening, volunteering, discussion group .. as a way to deal with this!"

'It's life - get on with it!' 

The compound effect of 'World News' on young people: cost of living; housing; cost of/access to education; employment options - related to AI; geopolitical events; climate change, state of economics since birth; COVID; housing; and isolation.
'Jobs' for teenagers?
(I had a 7-day paper-round)

 ^Parity of esteem (see above)

Welfare traps - 
especially by age xx

Realisation of the importance of outdoors play. Streets being protected for children.

Early Start Nursery


Imagine four characters called Harlequin meet for dinner. Halfway through another Harlequin gatecrashes the party, called spirit, then add psychiatry, anti-psychiatry, psychology, service users, policy-makers, the pharma-industry and education to the guest list and you are set for a marvellous time.

My source: John Burn-Murdoch, What's really going on with mental health around the world? FTWeekend, 11-12 July 2026, p.10.

John Burn-Murdoch, Pandemic lockdowns never ended for some people. FTWeekend, 15-16 August 2026, p.8.

Previously: 'young people' : 'mental illness' : 'behaviour' : 'Serres'

Monday, July 13, 2026

2nd International Conference on Health Medical Systems and Services (HMSS 2026)

Dear Colleague,

🚨 Last Chance to Submit – Deadline: August 05, 2026

Are you shaping the future of smart, secure healthcare? Join global pioneers at the

The 2nd International Conference on

Health Medical Systems and Services (HMSS 2026)

📍 When & Where? 17–20 November 2026 | Barcelona, Spain

🌐 Explore More: https://hmss-conference.org

📝 Submission Portal: https://hmss-conference.org/authors.php

💡 From AI to cybersecurity, health and medical informatics, and digital health breakthroughs—HMSS 2026 is where innovation meets real-world impact.

🎓 IEEE-indexed (https://conferences.ieee.org/conferences_events/conferences/conferencedetails/71742)

🚀 Submit your paper today and take part in redefining healthcare technology!
📧 Questions? Reach us at: info AT hmss-conference.org

Warm regards,
HMSS 2026 Organizing Committee


My source: SOCIOTECH List at JISCMAIL.AC.UK

Thursday, July 02, 2026

LAST CALL 2nd AIxIA Summer School on Artificial Intelligence for Healthcare!

[apologies for multiple postings]

A few last spots are still available for the school, taking place in Trento, Italy, on 13-17 July 2026.

The school is open to anyone interested in AI for Healthcare: Master and PhD students, researchers, clinicians, physicians, data scientists, AI engineers, and professionals working at the intersection of AI and healthcare.

Master and PhD students benefit from a reduced fee: 470 EUR.
The regular fee is 495 EUR.

This year’s edition will focus on:

  • Medical Imaging
  • Smart Hospitals
  • Patient Trajectories
- with attention to concrete healthcare problems and to different AI research perspectives, including generative AI and neuro-symbolic AI.

More information:
https://lnkd.in/dEBmQ8Rr

Registration:
https://lnkd.in/dggvaMSP

Please share with anyone who may be interested!

#AI #DigitalHealth #Healthcare #ArtificialIntelligence #GenerativeAI #NeuroSymbolicAI #MedicalImaging #SmartHospitals #PatientTrajectories #AIxIA

My source: francesco.calimeri, unical.it

Friday, June 19, 2026

'Curiosity': child safety and safeguarding c/o BBC News

'Teacher who killed his adopted son given whole life prison sentence

14:30 18 June

That concludes our live coverage of the sentencing hearing.

To recap what happened at Preston Crown Court earlier: A teacher who sexually abused and murdered the 13-month-old baby boy he adopted with his partner has been told he will spend the rest of his life in prison.

Preston Davey died in July 2023 at the hands of Jamie Varley, 37, who subjected the child to physical, sexual and emotional abuse during the final four months of his life.

Varley, from Blackpool, told police Preston had accidentally drowned in a bath, but a post-mortem examination discovered the child had suffered 40 injuries.'

Continued ...

◇

individual
|
INTERPERSONAL
: SCIENCES             
humanistic ------------------------------- mechanistic
SOCIOLOGY : POLITICAL   
|
group
 
curiosity
 
 





PROFESSIONAL
CURIOSITY



Source (Various): BBC Live News https://www.bbc.co.uk/news/live/c4gyrewq8xkt

 Previously: 'curiosity' : 'risk'

Thursday, June 11, 2026

NHS Corridor Care – Urgent and Emergency Care Daily Situation Reports

If politicians & policymakers regularly 'walked'
 all the corridors of Hodges' model -
 they would see the false economy 
of their combined incremental works.

Incremental? Yes, in first being a 'temporary measure', then having a deleterious impact as the duration per patient and number of patients on corridors increased.

Now to the situation when the standard of care is unsafe, sub-standard, and denigrates the NHS as a social institution.

The fact of insufficient beds and its effect on care (pathways) and patient (and family) experiences severely affects staff morale, as they recognise subtle abuse, a precursor to structural and attitudinal changes that foster, encourage and establish institutionalised harm.

Staff also realise that they risk being de-skilled, 're-educated' -
becoming less compassionate ... (a 'lesser Nurse') as corridor care 
and its consequences are normalised.

Ignoring demographic trends and without an alternative concerted 
preventive/health education and health promoting plan, this is the result 
of the health and social care funding and policy
of successive governments, enacted by NHS management.

NHS England: Corridor Care – Urgent and Emergency Care Daily Situation Reports
https://www.england.nhs.uk/statistics/statistical-work-areas/corridor-care-urgent-and-emergency-care-daily-situation-reports/

Tuesday, June 02, 2026

Call for Participants: Survey on Trauma-Informed Archival Practice

Dear all,

My name is Emily Hill, I am a current master's student at the University of Glasgow completing my dissertation titled: 
 
To what extent is Trauma-Informed Archival Practice understood and used within the Archival Sector? How effective are the methods of support available to Archivists? 

The aim of this dissertation is to explore the breadth of knowledge within the Archival sector surrounding Trauma-Informed Archival Practice, where professionals have learned about Trauma theory and if the mental health and secondary trauma support available is accessible and effective. There is no prior knowledge of Trauma-Informed Practice needed to participate, as these concepts are explained within the Participant information forms. 

Participation in this survey will take approximately 15 minutes, including the Participant Information and Agreement forms which should be viewed and signed before participation in the survey questions. 

All survey responses are received anonymised, with the data being analysed in correlation with other respondent data on a question-by-question basis. 

I would be very grateful for your participation in this survey, and if you have any questions or concerns you wish to address prior to participating, please email me at 2650467H AT student.gla.ac.uk. 

You can access the survey here. 

Thank you in advance for your participation!

Best wishes, 
Emily Hill.

My source:
To view the list archives go to: https://www.jiscmail.ac.uk/cgi-bin/webadmin?A0=RECORDS-MANAGEMENT-UK

Sunday, May 24, 2026

South Sudan Medical Journal Vol 19 No 2 May 2026

 

Dear Reader,

The May 2026 issue is online here; we thank all the copyeditors and reviewers who helped prepare these papers. SSMJ is indexed by African Journals Online (AJOL) – go here to see who reads us.



 

Editorial 

  • Ebola: The Bundibugyo virus is back Edward Eremugo Kenyi

RESEARCH ARTICLES

  • Risk factors in glaucoma: Insights from a prospective case–control study, Belagavi, India Asawari Kabure, Bhushan Kulkarni, Shilpa Kodkany, Murigendra Hiremath
  • OV16 antibody seropositivity reveals persistent onchocerciasis transmission and cross-border risk in Magwi County, South Sudan: a population-based survey Ezbon WApary, Yak Yak, Benson Ojara, Wilson Ladu, David Oguttu, Ian Hennessee, Pita Jane, Johan Willems, Thok Chol, Kamulete Horasio, Okot William, Amanya Jacob
  • Prevalence of urinary schistosomiasis in communities along the River Niger Basin areas, North-Central Nigeria Nyamngee Amase, Ikpe Raphael Terlumun, Kayode Yusuf Abel, Sulaiman Mariam Kehinde, Akanbi II Aliu Ajibola
  • Developing a communicable and infectious diseases research agenda in South Sudan: A multi-stakeholder prioritisation approach Amanya Jacob, Ezbon WApary, Dhieu Daniel, Atemthi Dau, Matur T. Tieng, John Rumunu, Cicilia Konga, Bol Atem, Betty Eyobo, Robert Napoleon, Joseph Panyuon, Kenneth L Sube, Kon Alier, Joseph Lako, John Suraj, Abuelguasim M. Hassan, Mapuor Areu, Lazarus Atem, Aja Kuol, Pizzi Wilson, Achcer Adup Mou
  • Determinants of disaster preparedness among public health facilities in Juba City, South Sudan Dumba Samuel Kenyi, Muthoni Mwangi Eunice, Musa Olouch
  • Evaluating the role of the health information system infrastructure in enhancing data quality in Central Equatoria State, South Sudan Matur T. Tieng, Karani Magutah, Joseph Muchiri
  • Impact of developmental stimulation education on maternal knowledge and caregiving practices in stunting: a longitudinal study Ning Iswati, Azizan Omar, Sukhbeer Kaur Darsin Singh, Putra Agina Widyaswara Suwaryo 
  • Holding the line: lived experiences of mental health, moral injury, and organizational support among public-health professionals in the Rohingya Camp, Bangladesh — phenomenological study Md. Ruhul Amin
CASE REPORTS 
  • Endoscopic endonasal repair of post-traumatic sphenoid sinus cerebrospinal fluid leak with encephalocele Justin Rubena, Khalid Coco, Francis Swaka, Othwonh Twong 
  • A rare pathological feature of portal vein thrombosis complicated by portal hypertension and haematemesis Hamidine Illa, Ganiou Tidjani Kabirou, Amadou Magagi Mahamane Ibrahim, Maman Brah Moustapha, Soumaila Abdou, Habou Garba Abdoul Malik, Adamou Harissou

REVIEW ARTICLE

  • Interpersonal and community-level factors influencing intimate partner violence in South Sudan: a literature review Nyinypiu Tong Chol Adong 

SHORT COMMUNICATIONS

  • Letter to the Editor J. Clarke McIntosh
  • Letter to the Editor Eluzai A. Hakim
  • News from the Gordon Memorial College Trust Fund Eluzai A. Hakim

BACKCOVER: CDC Poster: Flu or Ebola? 

Thanks to everyone who supports SSMJ. Tell your colleagues they can join our mailing list here.

The SSMJ team
Email: southsudanmedicaljournal AT gmail.com
Website: http://www.southsudanmedicaljournal.com
Follow us on X: @SSMedJournal and our Facebook Group,

Tuesday, May 19, 2026

RCN Congress: Ebola, privacy and 'care bundles'

The first discussion at RCN Congress #RCN26 on Nursing as a STEM profession, or STEAM, with the arts added, became a resolution:

https://www.rcn.org.uk/congress/congress-events/nursing-as-a-stem-profession-2026

This was marvellous as it touched so many aspects that Hodges' model readily encompasses.

There is scope for the addition of emergency items:

https://www.rcn.org.uk/congress/Submit-an-emergency-agenda-item

Yesterday I wondered about the latest ebola outbreak, national and international aid^. Plus, privacy, having noticed a stream on twitter regards the NHS and a contract with Palantir. Yes, 'X' as a source is a problem, but concerns about access to confidential clinical information is found in the quality press. What does the Information Commissioner's Office say? Well, it seems there is a history:

https://icosearch.ico.org.uk/s/search.html?collection=ico%7Esp-search&query=PALANTIR&profile=_default

While searching for 'care bundles' I came across this:

 'The scope and force of medical privacy is further supported by a secondary layer of protections based in sectoral and other forms of regulation. Anti-discrimination laws, disability rights, and employment law, for example, all recognize and operate to preserve medical privacy by restrictions of use of medical information outside of the medical setting. 

 These intersecting normative strands of medical privacy, derived from different sources, together form a set of norms designed to protect a bundle of interests that is essential to the maintenance of an effective healthcare system that encourages and protects appropriate care-seeking and treatment. Whether and how technological changes in the collection, storage, and processing of data affect the construct of medical privacy is a pressing question. Just as a bell cannot be unrung, erosion of the sphere of medical privacy is unlikely to be restored.' p.330.

I realised over the past twenty years or so I've paid less attention to the fact that sections of a population, those often most in need of healthcare will not engage, be care-seeking - if they have no faith and trust in how their information is managed and protected. Minority groups, the digitally excluded (whether by choice, or literacy, economics) the influence of media are all vulnerable. Protection of data and the integrity of health services and systems is surely a matter of professional import both clinically and informaticians? As a registrant, I've always put it to student nurses that they should be aware of what happens to the data they as a registered nurse, enter in the electronic health record.

Pierce, R. (2018). Medical Privacy: Where Deontology and Consequentialism Meet. In B. van der Sloot & A. de Groot (Eds.), The Handbook of Privacy Studies: An Interdisciplinary Introduction (pp. 327–332). Amsterdam University Press. https://doi.org/10.2307/j.ctvcmxpmp.17
 
^What, only one sentence? Yes, but I'm still worried; geography - distance now matters little. While, on the other-hand: care-seeking...?
 
Previous posts: 'ebola' : #RCN26