Clinical Documentation Improvement Basics for the Hospitalist—A 2017 Refresher

Clinical documentation improvement (CDI) sits at the intersection of patient care, coding, clinical communication and hospital performance. For a hospitalist, the purpose is not to write for a code set or inflate a diagnosis. It is to ensure that the record accurately explains why a patient required admission, what was treated, how severe the illness was and what decisions shaped the hospital stay.

The principles discussed at Hospital Medicine 2017 remain useful for Australian clinicians, even though the local funding and classification environment differs from that of the United States. Australian hospitals work within ICD-10-AM, the Australian Classification of Health Interventions and the Australian Coding Standards, with activity often linked to Australian Refined Diagnosis Related Groups, or AR-DRGs. State and territory requirements also influence documentation, reporting and review processes.

For a hospitalist, good documentation is a clinical habit rather than an administrative task added at the end of a busy shift. A clear admission note, focused progress note, accurate problem list and well-supported discharge summary can improve continuity of care while giving coders and clinical teams the facts they need. The 2017 discussion of CDI offers a practical refresher: describe the patient’s condition precisely, connect diagnoses to treatment and update the record as the clinical picture changes.

Why documentation matters at the bedside

A medical record should tell a coherent story from presentation through discharge. “Shortness of breath” may be the symptom that brought a patient to hospital, but it does not explain whether the working diagnosis was acute pulmonary oedema, community-acquired pneumonia, an exacerbation of chronic obstructive pulmonary disease or a combination of conditions. The assessment should identify the condition being evaluated and the evidence supporting it.

This precision also supports safe handover. A patient admitted with sepsis, acute kidney injury or delirium needs more than a list of abnormal observations. The record should show the suspected source, relevant organ dysfunction, treatment response and unresolved risks. In a busy Australian public hospital, whether in Brisbane, Perth or a regional service near Wagga Wagga, the next clinician may rely heavily on the written record during an overnight review.

Documentation can affect quality measurement, case-mix data, resource planning and research. It can also influence whether a patient’s comorbidities and complications are visible to the treating team. The aim is faithful representation of the encounter, not the selection of dramatic language. If a diagnosis is uncertain, document the uncertainty and the plan to clarify it.

Start with the clinical story

The admission note should establish the reason for hospital-level care. Describe the presenting problem, relevant history, examination findings, investigations and initial management. Then state the clinical impression in terms that another clinician can understand quickly. “Admitted for IV antibiotics and monitoring of hypoxia due to suspected pneumonia” is more informative than “chest infection” in isolation.

Hospitalists should distinguish an active condition from a historical one. A past stroke, diabetes or heart failure may influence treatment, but the note should explain whether it affected the current admission. Likewise, avoid using a diagnosis merely because it appears in a copied-forward problem list. If chronic kidney disease changes medication dosing or fluid management, say so. If it does not affect current care, it may belong in the background rather than the active assessment.

The daily goals sheet can reinforce this discipline by linking each active problem to a target and a plan. Data from the 2017 meeting on a daily goals sheet showed how structured bedside communication can make priorities visible to the whole team. A similar approach works during ward rounds: name the issue, state what is being done and record what will determine the next decision.

Use specific, supportable language

Specificity matters when it reflects clinical reality. Terms such as acute, chronic, acute-on-chronic, postoperative, drug-induced, recurrent or resolved can materially clarify a patient’s condition, but they should be used only when supported by the record. For example, “acute-on-chronic systolic heart failure with pulmonary congestion” communicates more than “fluid overload” when the history, imaging, examination and treatment support that assessment.

The same principle applies to organ dysfunction. If a patient has an elevated creatinine, document whether this represents acute kidney injury, chronic kidney disease, both or an uncertain process. If mental status changes are present, describe delirium when that is the clinical diagnosis and record the likely contributors. Do not assume that a coder or later clinician will infer a diagnosis from laboratory results, oxygen therapy or medication choices.

Clinical indicators are useful, but they are not substitutes for clinical judgement. A patient may receive oxygen without having acute respiratory failure, and a patient may receive fluids without having sepsis. Conversely, serious diagnoses can be missed when clinicians record only signs and treatments. The assessment should connect the findings to the diagnosis and explain the severity in plain clinical language.

Make severity and complications visible

Hospitalists frequently manage patients with multiple interacting conditions. A note that lists “pneumonia, diabetes, renal impairment and hypotension” leaves important questions unanswered. Which condition drove the admission? Was the hypotension due to sepsis, dehydration, medication effect or another cause? Was renal impairment acute, chronic or acute-on-chronic? Did diabetes affect infection management or nutritional planning?

A useful progress note updates each active diagnosis rather than repeating yesterday’s wording. Include clinical status, response to therapy, relevant test results and the next step. If an initially suspected diagnosis has been excluded, document that clearly. If a complication develops, record when it began, how it was recognised and what treatment was required.

Complications and comorbidities should never be added simply to increase apparent acuity. Accurate documentation protects the patient and the clinician because it shows the reasoning behind treatment. It also supports a fair account of hospital workload, particularly when a patient needs close monitoring, escalation of care, specialist input or prolonged rehabilitation planning.

Link diagnoses to treatment decisions

A diagnosis becomes more meaningful when the record shows its effect on care. If acute blood-loss anaemia led to transfusion, state the suspected source and the response. If encephalopathy required medication review and increased observation, explain that relationship. If malnutrition influenced dietetics referral or discharge planning, include the assessment and intervention.

Medication orders alone may not tell the whole story. A progress note should explain why antibiotics were continued, narrowed or stopped; why anticoagulation was withheld; or why diuresis was adjusted. This is especially important when several teams are involved. The record should distinguish a consultant’s recommendation from the hospitalist’s final assessment and identify who is responsible for follow-up.

Discharge documentation provides the final opportunity to reconcile the story. Include the principal reason for admission, significant secondary conditions, procedures, complications, response to treatment, medication changes and pending results. In Australia, where a patient may move between a tertiary service, a local hospital and a general practitioner, a clear discharge summary can prevent the next clinician from having to reconstruct the admission from scattered notes.

Strengthen communication across teams

CDI works best when it is integrated into multidisciplinary practice. Nurses may recognise functional decline, changes in cognition or increasing oxygen requirements before these appear in a medical note. Pharmacists can identify medication-related kidney injury or unsafe discharge regimens. Allied health professionals may provide evidence of frailty, malnutrition or inability to manage at home.

Communication with subspecialists also needs to be documented precisely. Record the question asked, the relevant clinical context, the advice received and the agreed plan. The experience of consult communication lessons from HM17 is relevant to Australian wards, where a general physician, hospitalist or medical registrar may coordinate several specialist opinions during one admission.

A clear note avoids vague phrases such as “discussed with cardiology” without stating the outcome. Write whether cardiology advised a test, medication change, outpatient review or no further intervention. When a recommendation is declined or modified, document the clinical rationale. This supports continuity and reduces duplicated calls, delayed treatment and confusion at handover.

Adapt documentation to remote and rural care

Telemedicine and remote review make accurate documentation even more important. When care involves a virtual ward round, a rural hospital, an outreach service or a telephone consultation, record who participated, what information was available, what could not be assessed remotely and which clinician retained responsibility for the plan. This is particularly important when physical examination is limited.

The remote rounding models presented in May 2017 illustrate how distributed teams can support inpatient care. For an Australian service, the same concept may apply across long distances between a metropolitan centre and a smaller hospital in the Northern Territory, Tasmania or western New South Wales. The note should make the location of the patient and each participating clinician unmistakable.

Remote care does not justify generic templates. Document vital information, examination findings supplied by the local team, images or results reviewed, escalation triggers and follow-up arrangements. A brief but specific record is safer than a long note filled with copied text. It also helps the receiving team understand what was decided and what remains uncertain.

Build a sustainable review habit

A CDI programme can begin with a small number of high-value behaviours. Review whether the admission diagnosis is stated, whether acute and chronic conditions are distinguished, whether complications are identified and whether the discharge summary matches the final clinical picture. Clinical documentation specialists and coders can then provide targeted queries when the record contains conflicting or incomplete information.

Queries should be neutral, clinically supported and transparent. They should present the relevant facts without steering the clinician towards a preferred answer. The clinician remains responsible for the diagnosis. A query is a prompt to clarify the record, not an instruction to select a more complex label.

Education is most effective when tied to real cases. A short review of an admission involving sepsis, respiratory failure, delirium or acute kidney injury can show where the record became unclear and how a few additional phrases would have improved it. Australian teams should align this work with local policy, ICD-10-AM and ACS guidance, state-based reporting requirements and the practical workflow of the hospital.

The most useful standard is simple: could another clinician understand what happened, why the patient needed hospital care and what must happen next? Before the next ward round, choose one current patient and revise the assessment so that each active diagnosis, its supporting evidence and its treatment plan are stated in a single clear entry.