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Clinical Reasoning - Science topic
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Questions related to Clinical Reasoning
I am studying the topic of clinical reasoning in telemedicine.
Does anyone have any interesting references on the subject?
I’m looking for some advice on experiment design for some decision making research. I’m interested in investigating whether artificial intelligence is introducing bias in clinicians when reviewing medical imaging. I have used Think Aloud in the past and am familiar with eye tracking. What other methods are out there?
Thanks in advance
Mark
We - an international consortium - are currently working on an EC-funded project to develop a longitudinal curriculum for clinical reasoning. Therefore, we are interested in how clinical reasoning is taught at the moment and how you think it could be done in an ideal world.
More information about the project at www.did-act.eu
Thanks for sharing your experience and ideas!
I would like you dear colleagues, nurses in particular, to reflect on your experience using patient simulators to improve (nursing) students' clinical reasoning and decision-making skills. Needless to say, the limited number of clinical placement alternatives and our heavy reliance on the accidental learning opportunities make teaching our students how to assess, care and evaluate patients a very challenging, if possible at all. Therefore, the use of patient simulation has become one "good" choice for the students to see and practice on cases they may not be exposed to during their training. I supported to the use of simulators as an additional source of training along with the clinical settings as it produces a highly structured and well-defined environment for the student to learn. However, this alternative method did not, in my experience, improve students' abilities, nor it enhanced their ability to make sound decisions once facing similar scenarios in the real life. I even see that many studies conducted to measure the improvement were limited in different ways and did not really convince the reader in many cases with their conclusions. I need your contribution and a reflection of your experience.
Credibility of randomized clinical trials
Introduction
Randomized controlled trials (RCTs) are commonly conducted to test the effectiveness of interventions, for example, (manual-) physiotherapeutic interventions. Many researchers claim that the design by randomly distributing patients into treatment and control groups is the only reliable and valid means to properly inform clinical decisions. However, RCTs involve complex processes - from randomizing, blinding and controlling to implementation etc. - which is based on strong theoretical assumptions and can lead to biased results. See article of Alexander Krauss ‘Why all randomized controlled trails biased results’ (Annals of Medicine 2018;50(4):312-322). The study of Kraus assesses the 10 most cited RCTs worldwide and shows that trials inevitably produce bias.
In this context, an article by Artus and colleagues is particularly instructive for the effectiveness of primary care interventions in patients with low back pain (Rheumatology Oxford 2010;49(12):2346-2356). Based on results from a large number (n = 118) of RCTs, these authors show that the trend in pain reduction and improvement of functioning in patients with low back pain is virtually identical, regardless of the type of first-line treatment. The same trend can be observed in patients with neck pain. The most simple explanation for this finding is that improvements in individuals with low back pain and neck pain are simply due to the natural history. In my opinion this explanation is too simple. Many patients with chronic musculoskeletal pain are worldwide referred to physiotherapists after the period of natural recovery – sometimes after six months and later. Chronic (musculoskeletal) pain is oft context dependent, multifactorial and multidimensional. This requires a complex diagnostic reasoning process which results in identification of factors affecting functioning and recovery positively or negatively.
In this content again, an article by Maissan and colleagues is instructive for the evaluation of the completeness of the clinical reasoning process of physiotherapists in RCTS with patients with non-specific neck pain receiving physiotherapy treatment (Musculoskeletal Science and Practice 2018;35:8-17). In 70% of the studies (n=122) the clinical reasoning process is incomplete, particularly the diagnostic steps of the process. In my opinion, this means treatment without reliable and valid diagnostic process. This is in itself a peculiar course of events in which the effectiveness and efficacy of physiotherapy interventions are examined without a prior adequate indication of (manual) physiotherapy interventions.
As long as there are important uncertainties in the results of RCTs, it is very difficult to interpret the different outcomes between the treatment and control groups as simply reflecting the effectiveness of treatment, particularly physiotherapy treatment.
Question
What can we do to become better aware of the biased results in RCTs and the evidentiary gaps concerning the completeness of the clinical reasoning process of (manual) physiotherapy used in RCTs?
I recently received a joint appoint with our College of Medicine to help faculty redesign/ course innovate their work. I'm currently working three faculty members redesign a series of clinical (respiratory) case exercises and reviewing research and literature on developing and teaching clinical reasoning skills.
Apparently, physicians develop two integrated systems for assessing, diagnosing, and treating patients: One that relies on analytical thinking and algorithms, and the other based on analogical thinking and pattern recognizing. In addition, it appears that physicians form illness scripts based on their prior experiences the the application of these two systems.
I see you've done work with surgeons and completed related CTA. I'm wondering if you've diagram clinical reasoning skills and have any advise for completing and/or examples of CTA for assessing, diagnosing, and treating clinical cases (other than surgery)?
Edit (2018-11-07). I'm still interested in finding relevant literature on this topic. However for this specific research article we have completed the data collection and are now working on a manuscript for publication.
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I'm seeking to compile litterature regarding the clinical reasoning in EMS-personnel in order to be able to describe it properly. Also to try to asses which knowledge gaps there is.
How do they conduct their clinical reasoning?
What affects clinical reasoning?
I'm intrested of any litterature recommendations that fits the criteria (published, unpublished, abstracts, conference papers etc).
- We have a complete dataset (N=881) of patients with musculoskeletal Pain based on the basics steps of the physiotherapy clinical reasoning process. We are wondering what is the best way to analyse the consistency of the process from the beginning to the end. Thank you in advance
I have secured several "informed consent" to terminate life-support after more than twenty years in medical practice, but the number of cases does not make the subsequent cases easier for me. I find every case ethically and legally taxing. One of the most common and challenging issue I have to face is an immediate family member asking me "[W]ho will switch off the device?" In our country, there is no law yet governing end-of-life decisions.
I'd really appreciate a pointer to any good lit that discusses how humans make decisions when there is risk involved. Ideally involving clinical reasoning, but any good general discussion would be great.
Thanks
Mark
can anybody send me a link of a template of any clinical reasoning workshop.
Hi all,
I'm in the early stages of analysing some observational data (using think aloud) for my doctorate. I'm investigating how clinical staff use image guided radiotherapy technology to make clinical decisions.
Essentially, the process involves reviewing a 3D image prior to radiotherapy treatment to determine if the treatment should be delivered on that day. Unlike other clinical reasoning scenarios there are often quite a few factors to consider but only two outcomes; treat or don't. If the answer is don't treat a decision is then taken on treatment modification (this is beyond the scope of my study).
Early analysis points towards them making fast decisions in the first few seconds and then checking the images in more detail to confirm their decisions. How quickly they come to this seems to have some link around experience and the department they work in.
This fits quite well with the dual-process model, but doesn't fit with models around diagnosis where there are a large number of outcomes/possibilities.
Does anyone have any thoughts or suggestions around this in the medical field and others? I was thinking it was similar to some scenarios in aviation where a pilot may have a number of options to consider on approach (wind speed and direct, diversion options), but essentially only has 2 outcomes: Land or go around.
Any thoughts would be really appreciated. I’ve just downloaded “Thinking, fast and slow” by Daniel Kahneman, so that’s some bedtime reading this week, but some thoughts on primary lit would be appreciated too.
Kind regards
Mark
Hi all,
I'm working my way through the evidence base on decision making theory in clinical reasoning. There's obviously a myriad of models. Is anyone familiar with where current thinking lies? I'm particularly interested in making decisions using medical imaging.
Any thoughts or recommend articles would be appreciated.
Mark
I found some factors that influence clinical reasoning and most factors are related to social context. Now I want to know if anyone found the same findings, and whether anyone has studied clinical reasoning based on systems and complex theory?
I'm developing a new model of clinical reasoning as a clinical teaching tools for nursing students. I'm focusing on the two elements in the model which is cognitive and metacognitive. The problem is how do we measure those two components?