Acute & General Medicine: Clinical Reasoning in Practice
CRP02 — From story to problem representation
Clinical reasoning for adults: history is not the diagnosis. Practical scenarios, source-led discussion and assessment.
Learning objectives
Apply structured reasoning to history is not the diagnosis; recognise risk and uncertainty; revise a plan using new information; document safe escalation and reassessment.
Detailed learner reading
ClinicalEdu V1.14 | Adult NHS educational reading | Editorial review
Learning context and original foundational reading
Turn narrative into a useful model
Clinical history often arrives as fragments: a nurse reports reduced intake, a relative notices the patient is “not themselves”, and the chart contains a recent antibiotic prescription. Problem representation is a deliberately compressed summary that preserves features with high explanatory value: baseline function, time course, leading symptoms, physiology, relevant comorbidities and the most important positive and negative findings. It is not the discharge summary, nor a collection of every abnormality.
Time is a diagnostic variable
Distinguish sudden onset from progressive illness and fluctuation from persistent decline. A change within minutes raises different possibilities from a decline over weeks. In older people, “confusion” should be unpacked: new attention impairment, altered alertness, memory complaint, behavioural disturbance or language deficit may represent different mechanisms. Ask about a last-known-well time, baseline communication and function, exposures, and whether the change is truly new.
Positive and negative features
The value of a negative finding depends on whether it was meaningfully assessed. “No chest pain reported” is not equivalent to “pain denied by an alert patient who can understand the question”. Similarly, absence of fever does not reliably rule out important illness. Reconcile the written record against the patient, carers and observations, and mark uncertain elements rather than converting absent documentation into an asserted negative finding.
Use layered summaries
Produce a one-line representation for immediate prioritisation and a fuller paragraph for a discussion with the senior decision-maker. Example: “Previously mobile frail adult, abrupt two-hour functional and attentional decline, tachypnoea and low blood pressure after recent diuretic escalation.” A second line can hold diagnostic uncertainty: “Hypovolaemia, infection and medication-related harm are plausible and may coexist.” The summary should evolve as the evidence changes.
Avoid the label trap
Diagnostic labels such as “frail”, “dementia”, or “chronic deterioration” can obscure an acute reversible problem. Review what the label means in the current patient, whether baseline observations are known, and whether a newly abnormal sign has been normalised by previous notes. A good formulation contains a statement of what must not be missed, not merely what seems most familiar.
Worked clinical scenario
A patient with cognitive impairment is “more confused” after a fall. Construct a precise two-sentence problem representation using collateral history, new attention findings, temporal change and observed physiology.
Problem representation as a disciplined compression
A problem representation compresses the history without losing the features that change decisions. It begins with baseline, timeline and syndrome rather than a prematurely selected diagnosis. “Older person confused” is too generic. “Independent patient, usually cognitively intact, with new fluctuating inattention and reduced oral intake over two days after a medicine change” is a useful working model. It brings temporal pattern, contrast with baseline and an iatrogenic possibility into view.
Write an initial representation before looking at test results, then update it as facts emerge. This reduces the temptation to retro-fit the story to the first abnormal result. A good representation can contain uncertainty: “possible infection” can sit beside “medication-associated deterioration remains plausible”. The clinician must distinguish observed fact from reported history, inference and hypothesis. In handover, uncertainties should not be quietly converted into certainties.
Time course often has greater discriminatory value than the headline symptom. Abrupt onset breathlessness, fluctuating confusion, steadily worsening weakness and a single brief collapse suggest different mechanisms and urgency. Explicitly ask what changed today, which new exposure could explain it, and what prior pattern was normal for this patient. Negative findings matter when they genuinely alter probabilities, but a missing classic symptom rarely excludes illness on its own. Finally, verify that the one-sentence representation still describes the person as well as the disease: function, frailty, goals and feasible place of care may change the decision.
Extended worked cases and reasoning prompts
Case discussion 1
An 83-year-old person has three weeks of declining mobility and one day of marked confusion. The referral says “urinary tract infection”. A relative describes a new sedative, nocturnal falls and reduced drinking. Draft two representations: one that uncritically accepts the referral label and another that separates syndrome, tempo, baseline and competing mechanisms. List three questions that would most alter the immediate plan.
Case discussion 2
Then imagine the urine test is positive. Explain why it may be an important finding but cannot alone establish that a urinary infection accounts for all the patient's acute changes.
Structured practice and reflection
1. Write a two-sentence problem representation separating observed facts from assumptions.
2. Name two important alternatives and one potentially harmful missed condition.
3. What is the safest immediate action before a definitive diagnosis is available?
4. Which finding or change would cause you to revise your plan?
5. What would you document or communicate to make responsibility and follow-up explicit?
Further reading — primary organisations
NICE delirium CG103: https://www.nice.org.uk/guidance/cg103
NICE multimorbidity NG56: https://www.nice.org.uk/guidance/ng56
Editorial verification: only selected central documents have been checked live this session; the complete module reference list requires individual date/version checking and clinical reviewer sign-off before public release.
Educational boundary: an online completion record is not evidence of independently assessed clinical competence or accredited BLS/ALS provider certification.
Clinical decision and professional scope
History is not the diagnosis is the central theme of this chapter. The case begins with: older patient with sudden functional change, new inattention and poor oral intake. The educational aim is to practise structured reasoning, seek timely senior help and revisit early judgements as the patient changes. It is not a substitute for individual assessment, escalation policy, approved practical training or independent clinical supervision.
Reasoning in the first clinical encounter
Separate observed facts from interpretations: “not eating” is observable, whereas “depressed” is one hypothesis. Record who supplied each claim, when it happened and how confident the history is.
Ask what must be recognised now, what is uncertain, which risks cannot wait and what professional or practical resources are available. This is especially important in the following scenario: Older patient with sudden functional change, new inattention and poor oral intake.
Evidence, bias and contradictory information
A one-line summary should make the clinical decision easier: baseline independence; onset; key physiology; focal findings; important exposures; and the uncertainty that might change urgency.
Distinguish reliable measurements, recalled history, inferred mechanisms and assumptions. Identify a genuine contradictory fact and explain how it changes the plan. This is especially important in the following scenario: Older patient with sudden functional change, new inattention and poor oral intake.
A worked bedside narrative
For a patient with acute inattention and breathlessness, do not erase the oxygen requirement when focusing on delirium. The representation should preserve both problems.
Treat the first impression as provisional. Explain the immediate actions, an alternative explanation and the findings that would determine escalation. This is especially important in the following scenario: Older patient with sudden functional change, new inattention and poor oral intake.
Follow-up and safety net
Separate observed facts from interpretations: “not eating” is observable, whereas “depressed” is one hypothesis. Record who supplied each claim, when it happened and how confident the history is.
Specify who repeats observations, the interval dictated by local protocols and what will trigger additional clinical review. This is especially important in the following scenario: Older patient with sudden functional change, new inattention and poor oral intake.
Communication and record quality
A one-line summary should make the clinical decision easier: baseline independence; onset; key physiology; focal findings; important exposures; and the uncertainty that might change urgency.
Show that the documentation allows a colleague to see the decision, uncertainty, response and accountable next action. This is especially important in the following scenario: Older patient with sudden functional change, new inattention and poor oral intake.
Teaching exercise
For a patient with acute inattention and breathlessness, do not erase the oxygen requirement when focusing on delirium. The representation should preserve both problems.
Pause at each stage to write a short problem representation and a concrete decision before looking at the proposed reasoning. This is especially important in the following scenario: Older patient with sudden functional change, new inattention and poor oral intake.
Extended case discussion
Initial contact: Older patient with sudden functional change, new inattention and poor oral intake. The clinician has incomplete handover details. Record the physiological observations, compare the current presentation with baseline and decide whether urgent response is warranted. This stage is about recognising the need for action, not guessing the final diagnosis.
At the first review: Ask whether the patient can supply a reliable history; consult relevant carers and records; reconcile medication changes; and interpret findings in the context of frailty and multimorbidity. The team must not allow uncertainty about cause to hide objective deterioration.
New information: A colleague reports that the change began earlier than originally thought. The clinician must revise the time course and identify whether this shifts the prioritised differential, appropriate investigation, monitoring frequency or destination of care.
Decision point: Problem representation should identify baseline, time course, positive findings and important uncertainties. Explain a decision that is justified now, a competing option and the circumstances in which it would be appropriate. Clearly distinguish what you know, what you suspect and what needs confirmation.
After the intervention: Arrange reassessment and document the response. A settled score, a single laboratory result or a temporary symptom improvement should not erase the need to review the full trajectory.
Practice lens 1: time and trajectory
Separate observed facts from interpretations: “not eating” is observable, whereas “depressed” is one hypothesis. Record who supplied each claim, when it happened and how confident the history is. Consider how this principle is affected by imperfect staffing, overnight cover or limited site resources; distinguish a desirable ideal response from what can actually be delivered safely.
Write a structured clinical note using the headings: observed findings; baseline; current concern; differential and important alternatives; agreed actions; accountable reviewer; and explicit reassessment or transfer triggers. Highlight any unresolved question instead of silently closing it.
Practice lens 2: uncertainty and corroboration
A one-line summary should make the clinical decision easier: baseline independence; onset; key physiology; focal findings; important exposures; and the uncertainty that might change urgency. Consider how this principle is affected by imperfect staffing, overnight cover or limited site resources; distinguish a desirable ideal response from what can actually be delivered safely.
Write a structured clinical note using the headings: observed findings; baseline; current concern; differential and important alternatives; agreed actions; accountable reviewer; and explicit reassessment or transfer triggers. Highlight any unresolved question instead of silently closing it.
Practice lens 3: next decision and ownership
For a patient with acute inattention and breathlessness, do not erase the oxygen requirement when focusing on delirium. The representation should preserve both problems. Consider how this principle is affected by imperfect staffing, overnight cover or limited site resources; distinguish a desirable ideal response from what can actually be delivered safely.
Write a structured clinical note using the headings: observed findings; baseline; current concern; differential and important alternatives; agreed actions; accountable reviewer; and explicit reassessment or transfer triggers. Highlight any unresolved question instead of silently closing it.
Reading and source-check register
Core reference: NICE CG50. The reference supports its own clinical or professional recommendations; the case examples, reflective prompts and teaching structure are original educational synthesis, not direct source quotations. Check the operative full guidance and local policy before applying recommendations.
Reflective practice
What did I first assume? Which finding would most quickly falsify that assumption? Was I influenced by site capability or workload? What did I communicate, to whom, and when should that decision be reviewed? Do not include patient-identifiable information in submitted reflections.
Boundary with BLS and ALS
Early recognition, timely escalation, clinical reasoning and team communication support later BLS/ALS theoretical learning. This chapter does not teach or certify CPR, defibrillation, airway procedures or accredited resuscitation competence. Use current Resuscitation Council UK guidance and approved supervised practical training for those skills.
