Patient safety and medical errors

How a judgmental note can shape a patient’s next visit

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TL;DR: A clinician in a clinic or hospital may first encounter a patient through someone else’s note. A randomized experiment suggests that judgmental language affects clinicians’ attitudes, but it does not establish how often errors occur in practice. Notes should distinguish observations from the patient’s words and uncertain interpretations.

How does Empatyzer help you write a neutral medical note?

“About me” helps writers recognize their own language under pressure, while Em helps them put observations and quotations into neutral terms.

Features that can help:

  • Talk with Em about yourself: With Em, clinicians practice asking the note’s writer about observed behavior and prepare factual wording for their own note.
  • About me: “About me” helps clinicians recognize their own reaction to a judgmental note.
  • Micro-lessons: They can reinforce neutral language in everyday handovers.

Medical records as the previous clinician’s voice

The medical record is often the first voice a clinician hears when taking over a patient’s care. In a randomized experiment, researchers varied the language used to describe a case; judgmental wording affected clinicians’ subsequent attitudes. This does not mean the findings can be used to calculate the number of diagnostic errors in everyday practice. The publication also has an erratum that should be kept in mind when citing the result. Before meeting the patient, a clinician may already have someone else’s judgment in mind, rather than just an account of events. A value-laden word can shape their first question or draw their attention to an earlier label. Even a brief note is therefore worth reading and writing as information that the next person must assess for themselves.

Labels and observations

Calling someone a “difficult patient” does not tell the next person what happened or when. It is more useful to record the specific behavior, timing, and circumstances: the patient asked three times for the plan to be explained again and declined to sign the document. If the patient’s words matter, distinguish them from the note writer’s conclusion. Instead of calling the patient “demanding,” document what they expected, what response they received, and what remained unclear after the conversation. This is not about downplaying the facts. Information about a safety risk or a refusal relevant to ongoing care should remain in the record, but in a form that allows others to reconstruct the event rather than judge the person’s character.

Clinical uncertainty

Not every note ends with a definitive diagnosis, and uncertainty need not be concealed behind a judgment of the patient. If some information has not yet been verified, specify what it is, which diagnoses remain under consideration, and what evidence weighs against each one. The next clinician also needs a plan for testing those possibilities, not just a list of them. The writer’s suspicion should not pass from note to note as an established characteristic of the patient or proof of bad faith. A review of how diagnostic uncertainty is communicated between clinicians and patients supports treating it as a topic for discussion. Naming uncertainty honestly must, however, be distinguished from putting off a necessary clinical decision; the record should help guide the next steps.

When the encounter is tense

A tense conversation can all too easily produce a note about intentions rather than events. The next shift needs facts relevant to care: what the patient said or did, how the team responded, and what still needs clarification. When the patient’s exact words matter for safety or the plan, they can be recorded, clearly separated from the writer’s interpretation. A moral judgment of the patient does not help determine what to do next, even if the writer faced a difficult situation. Before writing the final sentence, it is worth asking: could someone who was not there make a safe decision based on this note? If not, the note needs more detail about the event, not a stronger adjective.

The effect on the next clinician

Before the visit, a clinician reading an earlier note can separate test results and documented observations from the writer’s opinions. They should then give the patient a chance to tell their own story and assess the symptoms afresh, rather than choosing questions solely to fit an earlier label. This is a practical way to limit the influence of someone else’s wording on the conversation, not a promise to eliminate all bias. The randomized experiment found that judgmental language in case descriptions changed clinicians’ attitudes. The publication has an erratum, and the study did not measure how often such notes lead to actual diagnostic errors. The takeaway for the next clinician is therefore cautious: treat the note as information to check, not a ready-made judgment of the patient.

A team standard

A neutral approach to notes is easier to sustain as a team standard than through one person’s efforts alone. The team can compare two accounts of the same situation and ask which makes it possible to reconstruct the facts, the patient’s words, the action taken, and the question for the next shift. Discussing the difference does not require publicly shaming the writer of a judgmental note; what matters more is the chance to improve how it is written. It is also worth looking at the documentation template: does it make it easy to record a specific observation, or does it prompt broad labels? Agreed examples can be especially helpful when handovers happen quickly. The goal is not a uniform, polished style, but a record that lets another professional understand the event and the plan.

Measuring improvement

Changes in language can be assessed without pretending that the number of adjectives removed tells the whole story about care quality. When reviewing notes, compare how often they describe specific behavior with how often they use a broad label. You can also ask the people receiving the notes which phrases were ambiguous and what information they needed to take the next step. A good revision makes it possible to reconstruct what happened, how the team responded, and what is planned, rather than merely replacing a judgment with a polite-sounding word. Such an audit shows the quality of the information passed on, but does not in itself prove that treatment has improved or errors have decreased. Those conclusions would require a separate assessment beyond reviewing the notes.

A medical note conveys not only facts but also how they are described. Learn how to replace judgments with specific observations without leaving out information important to patient safety.

Empatyzer and writing a neutral medical note

When a clinician sees a broad label applied to a patient in the record, they do not have to repeat it in the next note. With Em, they can practice asking the note’s writer a factual question: what behavior did they observe, when, and under what circumstances? That conversation helps establish what information is still missing before the judgment is passed on to the next shift. The “About me” feature lets clinicians examine their own reaction to judgmental wording, especially when reading under time pressure. Em can then help them draft their own account: separate the patient’s exact words from the writer’s interpretation, replace a judgment of the person with a description of behavior, and formulate a clinical question for the next clinician. Information important to safety should be retained, along with an indication of what remains unknown. Micro-lessons can reinforce neutral language in everyday handovers. This is support for writing a note, not a substitute for independent clinical judgment.

Sources

  1. P. Goddu, A., O’Conor, K. J., Lanzkron, S., Saheed, M. O., Saha, S., Peek, M. E., et al. (2018). Do Words Matter? Stigmatizing Language and the Transmission of Bias in the Medical Record. Journal of General Internal Medicine, 33(5), 685-691. https://doi.org/10.1007/s11606-017-4289-2 10.1007/s11606-017-4289-2
  2. Dahm, M. R., Cattanach, W., Williams, M., Basseal, J. M., Gleason, K., & Crock, C. (2023). Communication of Diagnostic Uncertainty in Primary Care and Its Impact on Patient Experience: an Integrative Systematic Review. Journal of General Internal Medicine, 38(3), 738–754. https://doi.org/10.1007/s11606-022-07768-y 10.1007/s11606-022-07768-y