Hodges' Model: Welcome to the QUAD: specialist

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 specialist. Show all posts
Showing posts with label specialist. Show all posts

Friday, November 29, 2024

'Domain-specific is wider than specific domain knowledge' Kalyuga (2013)

 'Developing learner ability to apply knowledge in relatively new situations is an important aim of learning and instruction, and many instructional programs and materials explicitly state this goal. However, not many of them demonstrate a consistency in achieving this goal using sufficiently well-specified instructional procedures and techniques. According to a popular view, transferable knowledge and skills in complex domains result from problem solving experiences (e.g. Inagaki and Miyake 2007). At the same time, there is evidence indicating the importance and effectiveness of explicit learning generalized theoretical frameworks and abstract conceptual knowledge for deep understanding of tasks and en hancing transfer capabilities (Karpov and Bransford 1995; Hinds et al. 2001). Gick and Holyoak (1983) convincingly demonstrated the value of the acquisition of abstract schémas as mediators of analogical transfer between very different task areas.'

'Many studies in expert problem solving have demonstrated that relying on highly contextualized domain-specific knowledge associated with concrete situations is the most effective way to solve problems in familiar task areas and that expert performance is largely based on the acquisition of organized domain-specific knowledge structures (schémas; Chi et al. 1982). ... For example, the game of chess has traditionally represented a classical example of expertise based on the acquisition of a huge amount of highly specific knowledge structures (chunks) corresponding to various concrete game situations (De Groot 1965; Chase and Simon 1973). However, more recent studies have indicated that experts use not only concrete chunks but also more general patterns, such as "templates" (Gobet and Simon 1998) or generalized chunks (Walczak and Fishwick 1997) representing typical classes of chess positions with substantial variations in concrete board locations. Based on his observations of the behaviour of rats in maze situations, Tolman (1948) was one of the first to discuss the role of broad vs. narrow cognitive constructs (cognitive maps) in both animal and human learning. 

Domain-specific knowledge that is applicable only to a limited range of tasks represents the most powerful tool for dealing with these tasks in terms of efficiency of achieving immediate results. On the other hand, knowledge that can be applied more broadly is likely to be less efficient for solving specific problems since it would require additional searching, reasoning, and elaborating activities, whilst specific knowledge directly leads to a definite solutions.' pp.1478-1479.

Kalyuga, S. (2013). Enhancing transfer by learning generalized domain knowledge structures. European Journal of Psychology of Education, 28(4), 1477–1493. http://www.jstor.org/stable/23580919

Monday, July 01, 2024

Real AI 2024 - Sept 27th BCS-SGAI

Real Artificial Intelligence 2024

A special event showcasing
Practical Applications of Artificial Intelligence

Friday 27th September 2024

At the BCS London Office
Ground Floor, 25 Copthall Avenue, London, EC2R 7BP
(near Moorgate underground)

Organised by BCS-SGAI




BCS-SGAI, the British Computer Society Specialist Group on Artificial Intelligence, is the organiser of one of the longest running annual series of AI conferences in Europe: the AI-20xx series. In 
recent years we have seen a rise in popularity of one aspect of the conference: the industry case studies. These have presented AI as it is actually implemented out there in the real world, with all the triumphs and challenges that brings. 

Building on this success, we are pleased to present Real Artificial Intelligence, a series of meetings showcasing practical applications of AI.

We have aimed the event less at deep AI specialists and more at those who may be interested in understanding what AI can offer, and what it is doing right now. The event will feature talks from leading exponents and case studies outlining practical applications of AI from a wide range of application domains. Plenty of time has been allowed in the programme for discussion.

We hope that you will come and join us, and that you enjoy this new offering from the BCS SGAI.

Full details are available at http://www.bcs-sgai.org/realai2024

---------------------------------------------------------------
Prof. Max Bramer
Chair, BCS Specialist Group on Artificial Intelligence
bcs-sgai.org

n.b. I plan to attend.

Tuesday, April 20, 2021

NMC: A consultation on draft standards for community and public health nursing

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

What do you think ...


... as a Professional?


... as a member of the Public?

"We are reviewing post-registration standards and we want to hear from you! Find out more and tell us what you think of the draft standards.

The consultation will be open until 2 August 2021

#FutureCommunityNurse

My source: Twitter

Sunday, August 25, 2019

Book: "Range: How Generalists Triumph in a Specialised World"

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


In searching for a book cover image above I came across this one:

http://www.game-changer.net/tag/generalists/

This Venn diagram is interesting in itself, but please reflect upon it across the 'range' of Hodges' model? What stands out to me is how corporations and health care still grapple with this question.

It appears they struggle to find the 'magic' - let alone multiply it.


Book cover - Amazon UK

My source: Derbyshire, J., Don't be outfoxed in a wicked world, FT Weekend, Life&Arts, 3-4 Augist, 2019. p.9.


Sunday, August 07, 2016

Future of Mental Health Nurse Training - Generic Course

It is an old debate: the generalist versus specialist. In nursing it's the divide in the tree of knowledge that gives us the branches of adult - general  and mental health nursing. Never unique this physical-mental, mind-body divide is repeated. A fractal feature of being human.

Without checking these two camps have been mentioned on W2tQ previously. Ever defensive I have probably been responding to the critique so readily aimed at Hodges' model:

Well, it is plain to see and read from the model that it is reinforcing the Cartesian division. The model is putting the patient in a box, not only that but using the medical model's reductionist practice by having four boxes. The model acts as an elaborated checklist.

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

MENTAL HEALTH CARE

PHYSICAL CARE





On the 15th I am 39. Yes, I wish I was. On the 15th it is 39 years since I started as a Nursing Assistant at Winwick Hospital, Warrington, UK. The change in mental health since then has been phenomenal. Winwick is gone as the local, or one of several regional asylums.

There is a proposal for students to specialise in the last year of training, to ensure there is an adequate grounding in physical care. The concern is that mental health skills will be diluted. There is some progress to be gained, ironically, in that suddenly the training will mirror what is experienced by the public and mental health services in terms of parity and spending.



MENTAL HEALTH CARE


PHYSICAL CARE






If we want to demonstrate nursing as a science and art let's mix the blue and green:


MENTAL HEALTH CARE and PHYSICAL CARE


SOCIOLOGY domain

POLITICAL domain

Voila! 50% of the work of the model is done. You wanted integrated care; you got integrated care: everything is all 70s Hunky Dory.

Of course, it is never that simple.

I've picked this issue up after it featured in Nursing Times (Stephenson, 2016) last month. Among the points raised:

  • Mental health risks being sidelined. 
  • Dilution of the mental health specialty could have a "devastating" impact.
  • Some mental health courses have already be revised to incorporate more generic content. This can leave students with the "the worst of both worlds". There is a risk of a bias to adult nursing. 
  • Recruitment and differences in the appeal of courses is also noted, mental health candidates may already have related qualifications and more life experience.
  • There is a need for a responsive and flexible workforce who can work pretty much anywhere (pp.2-3).

It seems as if there is climate for merger and acquisitions activity. In truth it has been there for a long time.

Mental health has changed. From my limited perspective I have not needed a work-issued briefcase for a decade. There was one case for us to use as needed. This one facet of a service-defined stepped care model that reflects change. From institution issue 3-piece suit plus white coats to smart-casual on the community. It is several years since I last needed to give an i.m. injection. I do feel I could tomorrow if needed, but if it is Risperidone - Consta I would once again need to read about the client and digest the info leaflet before doing the visit. Questions about competence are the constant. Believe me I'm not wishing for a return for the old-days: I remember it very well.

As a sign-off mentor there has been a panic to find a student the necessary experience. Now it seems there is less urgency in this respect. This is a positive sign in terms of mental health nursing and social change and yet a loss of a clinical skill being learned and exercised.

The emphasis over the past 1-2 decades is on nursing assessment. The nurse as therapist in the formal - psychological sense is no longer emphasised. A further diminution of mental health nursing. This may be a bias on my part, as a new community psychiatric nurse in the 1980s.

Where I mention merger and acquisitions above, what of interest rates? What difference will the loss of the student bursary make? Workforce planners may benefit from more certainty and an increase in numbers, but what of the quality of the future workforce? This is a crucial factor in retention. I came to mental health nursing first then did two years for the SRN - RGN. Currently, some courses are structured such that in the first 6 months the student is already committed to the pathway. Change is not possible even if desired.

At the very least this suggests the need for a four year course?

The locus of my nursing career has been the community and begs the question: Is the project complete? The media and countless promises on mental health funding (ongoing) show that this is far from the case. Where would this place children's mental health, women's services and forensic? Has the reduction in beds been compensated for by community resources?

But ALL the above misses another agenda; one that is now: 21st century nursing; (this is also represented in the third rendering of Hodges' model above).

Policy makers must address the social and political foundations upon which all nurses, social workers and allied health professions (theorize and) practice.

Where is the workforce that will help the public to self-care? Where is the focus on prevention? How are those 'troubled families' doing?

There is a prospective dividend to follow from big-data, that can extend this debate to the real questions of - society, policy, and life-styles - and provide evidence for real change. Finally:

Where is the generic conceptual framework to help integrate physical - general nursing and mental health?

Stephenson, J. (2016). Rift over move to 'generic' courses. Nursing Times, 20.07.16. 112:29, 2-3.

Saturday, August 08, 2015

Robots, surgery, resources and policy

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



"A proliferation of centres offering robotic surgery should be avoided ...


until a national policy can be developed." p.14.

da Vinci Surgery

Clinical Commissioning Policy: Robotic-Assisted Surgical Procedures for Prostate Cancer, Draft for Public Consultation: NHS England.

The Robot Report

Dunhill, L. (2015) Robot wars over specialist site, Health Service Journal, 8 July. 125: 6453, p.14.

Wednesday, January 01, 2014

Book review: "Nursing Informatics and the Foundation of Knowledge" (long book - long review)

Happy New Year to everyone!

Last spring I requested a book for review and received three c/o and with thanks to Jones & Bartlett Learning Nursing. Finally, I've picked up the second - and about time it seems - as on this first day of 2014 the publishers are planning the 3rd edition. This book provided a break from virtual matters being a door-stop of a book; 538 pages, excluding abbreviations, glossary and index. In addition to this physical rendering the publishers emphasize an online presence for this and other books. Inside the cover there is a card with an access code to unlock the companion website for online resources for readers, students and lecturers. The account setup is straightforward and there are additional student exercises beyond those in the book.

Informatics is by definition a challenge for authors and publishers. Even though published in 2011 - 2012 time is at work. From the outset then the team involved in this text are to be congratulated on what is a monumental task in scale and time.

The foundation of knowledge in the title refers to the adopted conceptual framework - the foundation of knowledge model, which is illustrated at the start of the book's sections and especially section I on the building blocks of nursing informatics.

The foundation of knowledge model was itself quite a hook for me.
The model includes bits, bytes, data and information and from this arise:
  • knowledge acquisition
  • knowledge processing
  • knowledge generation
  • and knowledge dissemination
- with all of these influenced by and influencing feedback (there is an illustration in the sample chapter). The model describes people as information systems. Although the diagram presents a structure for the model, and it fits this informatics context very well and provides a link throughout the book it is not convincing in terms of subjects, agents, and knowledge disciplines. Admittedly the foundation of knowledge model is high level like Hodges’ model. Similarly, it is not prescriptive in terms of how events, phenomena are characterised. Data, information, knowledge and wisdom are however, the most fuzzy of concepts and subject to ongoing philosophical debate. I'll reflect a little more on this later. As already noted the model works here and I see online that a couple of students (and no doubt a great many more) have utilised the model in e-portfolios.

Each chapter has a listing of key terms, which are highlighted in the text. There are reflective questions at the end of each chapters. Chapters are concise, well referenced across various media and are all accessible and evident of a great editorship. There are a couple of longer treatments of certain and well chosen topics. Within chapters there are brief diversions in boxes on a related theme, for example in chapter 3, box 3.2 on ‘storage capacities’. I’d almost forgotten about EPROM and RAM, even though I used to purchase computer programs on EPROMS and ROMS in the 90s. Although abbreviations still abound, these abbreviations have become rather transparent now - and may say more about the generational scope of the authors - including this one? If these are going to be included then where is ‘GPU’, ‘SSD’ …? This is a difficult balance to strike, but mention of these struck me as antiquated and date the text. ('GPU' is hardly new - 1998 c/o Nvidia)

With two major companies referred to early on, open source is explained on page 43 and in the examples of software programs that are listed. The book is courageous in several respects introducing the model, listing software and specific technology examples, some of which can be brief in terms of market longevity. The emergence of the cloud is discussed and provides a current flavour, as with usability (‘UX’). Although the authors are clearly leaders and advocates for nursing informatics and the technologic, the enthusiasm is tempered.

The limits and complexity of AI artificial intelligence are raised in addition to the revolutionary progress. Chapter 4 on cognitive informatics I found personally fascinating, as it reassures me about my interest in the potential of combining conceptual spaces, threshold concepts with Hodges’ model. As a result I previously posted items from the book about cognitive informatics and another relating Beauchamp and Childress’s four principles of health care ethics to Hodges’ model.

Chapter 5 continues the consideration of the limits and challenges posed by technology in exploring the theoretical approaches to health care ethics. The standards for e-health ethics will now be tested with the fate of the .health domain (deliberated online at HIFA2015 to follow...). I wonder if this debate will figure in the 3rd edition? Clearly there are implications for the governance of such a domain. As the chapter points out many ethical e-health standards are voluntary.

As an individual and a reviewer of book with international scope and a discipline with international global aspirations you are acutely aware of your parochial situation. When I look at the UK (Northwest England!) and nursing informatics it seems, with some exceptions to have failed to make a mark in nursing. Yes, colleagues and I use an electronic health record, but there is so much more that could be provided in terms of purposes, functionality and reports. The majority of student nurses I speak to do not seem to be primed let alone tutored for the wider informatics world they will enter as practitioners. So much more that could be done with mobile technology, caseload management tools, research tools. Perhaps this is why as I read of - the use of decision support systems and expert systems (p.77) – I thought “Get real!”. How accessible are such tools to the majority of nurses? Speaking from Wigan Pier at least, if it is 'nursing informatics' you seek then you must be westward bound. It appears there is quite a difference in the esteem of nursing informatics in the USA and UK? - and my review reflects this. Jocularity aside there are two serious points here.

1. The book is clearly USA centric, but it really is relevant to readers elsewhere (I thought there might be a problem registering on the website, but there was no .
2. The other point concerns activism.

When there is an opportunity should we advocate for nursing? Is there scope for this within a nursing informatics text? Even in ‘developed’ nations we should take nothing for granted be that the UK - rickets, TB, sexually transmitted diseases in older adults, obesity; or the United States with the potential impact of climate change and health inequality (MacKenzie, 2013, America's hidden epidemic of tropical diseases). The complexity of nursing and health is also apparent while reading that informatics can serve to check compliance with antibiotic regimes, you simultaneously reflect on the need to reduce the general prescribing of antibiotics and the correct administration and management when they are utilized.

My interest in and exposure to informatics and the humanistic-mechanistic axis within Hodges’ model brought me to the socio-technical literature. Even though socio-technical aspects of nursing and nursing informatics abound implicitly in the book (chapter 6, page 100 and elsewhere – chapter 16) ‘sociotechnical’ or ‘socio-technical’ does not have a place in the index. Although they rarely come across it – hence my thoughts above – I explain something of classification and coding to the student nurses who visit our team. Chapter 7 is a very informative contribution on this subject by one of several international contributors (all listed at the book’s start). How can nursing informatics make an impact if nursing students are not aware of the existence of nursing terminologies and approaches – enumerative and ontological - to the same? Nurses should be aware of the international standards associated with their profession - nursing terminologies included. Chapter 8 on nursing roles, competencies and skills prompted me to wonder about other forms of informatics and to what extent there can (should) be dialogue between these other disciplines?

In, Information and Knowledge needs of nurses in the 21st century (chapter 9), as an individual practitioner you are always situated (p.531) in a local nursing experience. I think this is where the model needs to be extended to facilitate the incorporation of local, global and glocal perspectives. Surely informatic's role as the latest technical means to communicate across a diaspora and it seems create a reverse diaspora through online communities and virtual worlds is worthy of a political stance? Global initiatives such as Health Information for All 2015 (what year is it next and still so much to do...) and other groups (maternal and infant care) need nursing's support and this extended information-informatics awareness (wisdom!) might also pay local and national dividends?

Chapter 10 is lengthy as befits legislative matters which nevertheless maintain the readable tone, clearly there is an ongoing evaluation by systems suppliers and users on the potential of the Cloud (Chapter 17). Chapter 11 was a nice surprise and the impact of which I have already referred to in e-portfolios. Individuals act as their own portal – p.187. This is a subject that (I hope) will occupy me for the next couple of years. The use of e-media by nurses for reflective commentary using web publishing tools is addressed very well. Having just ordered a second hand copy of Etienne Wenger’s book on communities of practice I find this discussed here:
In the future it is hoped that the use of communities of practice in nursing will grow beyond knowledge sharing and promote more knowledge discovery and sense making. p.189.
I’m not sure if e-portfolios have affected the EU populace with the rapidity and extent expected (by 2010), but there is a series of ongoing conferences dedicated to the cause. In the 1990s and early 2000s you could not miss the emphasis on benefits realization. If this concept has had its day what exactly happened? (There is no longer a need to prove the worth, potential of the computer at the bedside, nurses station.) We should still focus on outcomes as noted in several  chapters.

The sections also take on a practical – application focus across administration and nursing functions. Open source is further examined p.212. If SQL is mentioned would it help to acknowledge the development of noSQL approaches? Memory and processing power (for indexing) are less of a constraint on systems now. There is another challenge presented to editors: is 2004 really a ‘recent’ study? ‘Recent’ and its synonyms ‘currently’ need to be checked throughout the book and revised accordingly. The same applies to references to demographics and changes in nursing numbers (p.320-321). The trends in the numbers are established and remain, but perhaps there are more up-to-date sources? Throughout the book there are also case studies and pointers to research that provide practical and personal insights to the subject at hand.

While the context is nursing and informatics I think the discussion on ‘health literacy’ requires a critical review. It seems that health literacy may be being construed as synonymous with health technology literacy, computer and information literacy which are also noted in the text. There is admittedly a great deal of overlap.

‘Health literacy’ needs to be considered before a specific health problem arises – it is too late then. Health literacy does not mean, should not be equated with the deployment and use of e-tech applied to people with diabetes, coronary heart disease. Is this specific health education aimed at self-care, relapse prevention, staying well? Is health literacy concerned with positive health?

I’m sure the authors – editors are only too aware of this but this understanding of the wider context of ‘health literacy’ as a field of research and practice is not conveyed at present. I also don't necessarily see a wiki as a search tool, yes you can search a wiki but it is a type of repository and as such the effectiveness of a search must depend on the contributions made and the preceding searches. Perhaps a dedicated wiki could become a form e-grey literature?

A highpoint for this reviewer was to read: Learning is a multispatial function, … (p.406). It certainly is. The discussion on creating learning resources is an excellent introduction, especially on using the electronic health record as the learning resource.

In considering the future chapter 29 does not explicitly utilize the framework of knowledge. This may provide an opportunity to extend the framework to more readily integrate bio-psychosocial-political and spiritual perspectives through time. The framework of knowledge within informatics is a great resource. As mentioned this drew my interest to the book, in 1996 I sought to relate informatics concepts to nursing and mental health (redundancy, entropy.... see bibliography). Whatever the differences between the USA and UK nursing informatics the framework might benefit from a way to integrate context, specific concepts and practices, self-care, interprofessional education and wisdom.

This is a great book, one that is also courageous in its scope and execution. The third edition will be very well worth not just purchasing, but applying. Thanks again to Jones & Bartlett Learning for this copy.

MacKenzie, D. (2013). America's hidden epidemic of tropical diseases, New Scientist. 11 December 2013, 2947.
http://www.newscientist.com/article/mg22029473.200-americas-hidden-epidemic-of-tropical-diseases.html?full=true
 
McGonigle, D., Mastrian, K.G. (2012) Nursing Informatics and the Foundation of Knowledge, Second Edition. Jones & Bartlett Learning, Burlington, MA.

Saturday, January 19, 2008

Holistic care striking a balance: Dance halls and the steps we take

I was reminded recently of these research related terms:

NOMOTHETIC -

Of or relating to the study or discovery of general scientific laws.

IDIOGRAPHIC -

Concerned with establishing the uniqueness of a phenomenon:
an individual, a place, or a region, for example.

These words struck me due to the way that Hodges' model can encompass them courtesy of the INDIVIDUAL-GROUP and HUMANISTIC-MECHANISTIC axes.

You know those arcade and now home based interactive dance games where the player dances on a pad?: well if Hodges' model is a dance hall and the concepts we use (the semantic web) comprise the dance steps; then if we focus on one side only (self?) we would essentially be standing on one foot - dancing with one half of our body or may be even a quarter.

Come on.
Yes of course - "at your own risk".
Stand up, move the chair out of the way and do your groove thing!

Try it!

Do you feel a bit silly?

OK, OK, it's no use,

Alright!

I confess!

While I try to be holistic, that's how I dance...

Image source adapted from:
http://www.uniqlo.jp


Answers.com - definitions

Tuesday, December 11, 2007

To all 'average scholars'...

Michel Serres:

"Intelligence is not about knowing axiomatically how to reason... The French 16th Century philosopher Montaigne already had dismissed the concept of a 'well-stuffed head'. The advent of the printing press made the memorization of Ulysses' travels and of folk tales - the support of knowledge at that time - redundant. Montaigne saw no longer use in memorizing a library that was potentially infinite. But does not the Internet ask for a 'well-endowed head'? Won't the best surfer be a 'Jack of all trades'? The fastest surfer is not going to be your typical Ivy-league super-titled philosopher: That guy's head will be simply too loaded to sort it out on the Net. So, there will be fresh opportunities for those who were viewed by society as laggards. It is a clean start with equal opportunities for all."
Source:
Join-Lambert, L., Klein, P., & Serres, M. (1997). Interview. Superhighways for All: Knowledge’s Redemption. Revue Quart Monde. http://www.nettime.org/Lists-Archives/nettime-l-9810/msg00137.html