What Makes a Radiology Report Easy for a Referring Clinician to Act On?
What referring clinicians need from a radiology report: an impression that answers the clinical question, states its certainty and says what comes next.
Table of Contents
The tl;dr
A radiology report is easy for a referring clinician to act on when its impression answers the clinical question, states how certain the radiologist is, and says plainly whether follow-up is needed.
Referring physicians have asked for those things in surveys published from 1988 to 2025: clarity, a direct link back to the clinical question, a conclusion listing the diagnostic possibilities with the degree of certainty, and advice on what to do next [1][2][3].
A specific clinical question and history on your order help the radiologist find and answer what matters [4], and visual reports such as PrecisionPlus v3™ reports add key images, illustrations and a plain-language summary for the conversation with your patient.
This guide is for the clinicians who order imaging and then have to use the result: orthopedic surgeons, pain management physicians, chiropractors and primary care doctors. Report clarity is a shared goal between the radiologist and the referrer, and some of the levers sit on your side of the order.
Section 1 What do referring physicians need from the impression?
Read the impression first, then the findings behind it. The impression is the radiologist's conclusion, so it is where the answer to your question should be. A useful impression gives you three things:
- A direct answer to the question on the order, named as a diagnosis where the images support one.
- The other diagnostic possibilities, listed with the degree of certainty.
- A plain line on whether follow-up imaging or further workup is recommended, including when none is.
Referring physicians have described this list for decades. In a 1988 questionnaire sent to 200 general practitioners, internists and surgeons in Canada, the principal qualities useful to the clinician were "clarity, brevity, and clinical correlation," and general practitioners especially valued advice on planning future investigations [1]. A survey published in 2018 of 70 non-radiology physicians at one Brazilian university hospital asked for "a complete conclusion listing the diagnostic possibilities with the degree of certainty" [2]. And in a 2025 survey of 258 referring physicians in Germany, the information respondents most often found missing was a determination of the diagnosis, followed by recommendations for further diagnostic measures or follow-up examinations [3].
Section 2 What makes a radiology report harder to act on?
Three problems show up in the research, and none of them is a verdict on the radiologist's skill.
Hedging without a stated level of certainty
Small wording changes move decisions. In a single-center study published in 2017, radiologists, referring physicians and patients rated ten phrasings of the same incidental 5 mm liver lesion. Among the 59 referring physicians, the share who would order follow-up imaging varied widely, for example 2% for "benign cyst" and 75% for "most likely a cyst, although tumor not excluded" [5]. In the same study, 76% of those referring physicians said reports should state directly whether follow-up imaging is recommended [5].
How much a radiologist hedges also varies widely from one reader to the next, and experience does not explain it. A natural language processing study of 642,569 report impressions from 171 radiologists at one institution found substantial variability in the use of uncertainty terms among radiologists and subspecialties, not explained by attending experience [6]. Our companion piece on why radiology reports vary covers that variability in more depth.
One fix proposed from within radiology is a shared vocabulary. Panicek and Hricak argued that a standardized lexicon for the radiologist's level of certainty can reduce the "confusingly large number of words and phrases" in use, minimize ambiguity and support clearer communication among radiologists, referring physicians and patients. Their institution developed its lexicon in 2009 and included it in every report [7].
No answer to the clinical question
A report can be well regarded and still miss the question you needed answered. In a 1988 survey of 251 referring physicians at one US academic center, reports earned an average quality rating of 8 out of 10, yet 49% of respondents said reports sometimes did not sufficiently address the clinical question [8]. A report can only answer the question it was given, which is why the order matters.
Unexplained terminology
Terminology has two readers: you, and then your patient. The physicians in the Brazilian survey asked for reports in "universal medical language" [2]. For patients, the guidelines say little: a 2020 scoping review of six English-language radiology reporting guidelines found they "rarely consider that patients may read the report," and none recommended features patients prefer, such as lay-language summaries [9]. That is a gap in the guidance, not a failing of any one reader.
Section 3 How can you get a clearer radiology report?
Send the question you need answered and the history behind it. In the COVER and ROVER surveys, an Antwerp-based study of 873 completed questionnaires from referring clinicians and radiologists, nearly all clinicians agreed they need to provide adequate clinical information and state clearly the clinical question they want answered [10].
History changes what gets seen, not only how the report is worded. In a 1981 real-world reading study with eight planted subtle abnormalities on chest radiographs, residents' true-positive detection rose from 16% to 72% when they had a suggestive clinical history instead of a nonsuggestive one, and the rate after staff review rose from 38% to 84%. False positives also increased somewhat [4]. The study is old and limited to chest films, but the direction is clear: context shapes the read.
Before the order goes out, check that it carries:
- The clinical question itself, such as whether a nerve root is compressed at the level that matches the symptoms, rather than "low back pain" alone.
- How and when the symptoms started.
- The exam finding that prompted the study.
- Prior surgery, hardware or injections in the region.
- Where any prior imaging is, so it can be pulled for comparison.
Section 4 How do visual reports help you explain findings to patients?
A visual report adds a layer built for the conversation with your patient. PrecisionPlus v3™ reports, Expert Radiology's illustrated MRI reports, combine a detailed subspecialty interpretation, a clear impression with appropriate confidence language, annotated key MRI images, colorized key images compared to normal anatomy, custom medical illustrations and a simplified patient explanation. When the images support a specific finding, the report describes it with measurements and context; when the imaging is genuinely ambiguous, it says so directly instead of forcing certainty. Every report is read by a board-certified, subspecialty-focused radiologist and carries the reading radiologist's name and credentials.
The design goal is practical. The illustrations give you something to point to during the consult, and the plain-language summary is designed so patients can see the relevant findings, ask better questions and take the explanation home. What the patient sees depends on your specialty, and the overview for referring providers has examples: rotator cuff damage or instability in orthopedics, a herniated disc or foraminal stenosis in pain management, and a highlighted disc bulge in chiropractic care.
Referring physicians in other specialties have said they value pairing images with text. In a survey of 200 specialists in medical oncology, radiation oncology, neurosurgery and pulmonology, 80% were satisfied with text-only reports, yet 80% believed a multimedia-enhanced report with hyperlinked key images and lesion-size graphs would be an improvement. The advantage they cited most was "improved understanding of radiology findings by correlating images to text" [11]. That is stated preference for a format described in a survey, not a measured result, and the study did not test PrecisionPlus v3™ reports.
In one trial, most patients who opened an annotated report used it. Across 1,138 knee MRI exams over seven months, 185 patients (16.3%) opened an online report annotated with lay-language definitions and illustrations, and 141 of those 185 hovered over at least one term to see its definition. Of the 22 who completed the follow-up survey, 91% said the illustrations were helpful and 77% said the definitions helped them understand the report [12]. That survey group is small and self-selected, so read it as a signal, not proof.
We could not find a study that measured illustrated MRI reports among orthopedic, pain management, chiropractic or primary care clinicians specifically, so applying these findings to your practice is a reasoned extrapolation. What the evidence points toward is improved report comprehension and improved patient understanding, and that is as far as we take the claim.
Section 5 What should you ask your reading group for?
Most of this is a conversation, not a switch. Whoever reads your studies, you can ask for:
- An impression that answers the question on your order, listing the diagnostic possibilities with the degree of certainty [2].
- Certainty stated in consistent terms, ideally from a shared lexicon [7].
- An explicit follow-up line, including when no follow-up is needed [5].
- A direct way to reach the reading radiologist when something is unclear, which the Brazilian survey respondents also asked for [2].
- A plain-language summary your patient can keep, since none of the six guidelines in the 2020 review recommends one [9].
Here is how Expert Radiology answers those requests. Every report carries the reading radiologist's name and credentials. A question about a read goes through the ExRad Portal or your account contact, and the radiologist who read the study calls you back. Urgent findings are phoned to you or to your imaging center's designated contact and documented in the report. And the PrecisionPlus v3™ report on your patient's MRI ends with a plain-language explanation written for them.
To see how a PrecisionPlus v3™ report presents the impression, key images and patient summary, book a live report walkthrough.
Frequently asked questions
Do referring clinicians prefer templated or narrative radiology reports?
Most want a blend, according to a survey published in Academic Radiology. Of 477 referring clinicians who responded, 62.5% preferred a blended report pairing templated sections with narrative, 18.9% preferred narrative alone and 18.7% preferred a highly templated form. Preferences did not differ significantly by provider type, specialty or practice setting.
Do clinicians prefer more detail or less in a radiology report?
More, when it is itemized. In a 2001 AJR study built on mock scenarios, a majority of both referring clinicians and radiologists preferred itemized reports over prose with identical content, and the most detailed itemized version ranked highest. The scenarios were mock reports rather than real ones, so read the result as a stated preference.
Should the summary come at the beginning or the end of a radiology report?
Preferences have been split. In a 1988 survey of 251 referring physicians at one US academic center, 32% wanted the summary statement at the beginning of the report and 29% wanted it at the end. Wherever it sits, the impression should be easy to find and should answer the clinical question on the order.
Do referring clinicians still want to see the images themselves?
In a survey published in 2018 of 70 non-radiology specialists and residents at one Brazilian university hospital, respondents still wanted to view the images themselves, not only read the report. PrecisionPlus v3™ reports put key images in the report itself: annotated key MRI images and colorized key images compared to normal anatomy, alongside the written interpretation.
Sources
Written by
Expert Radiology Team
Expert Radiology
