Teaching doctors to distrust: Medical education after the opioid panic

Medical students are taught early in medical school that medicine is about listening. Listen to symptoms. Listen to stories. Listen to pain.

But in the current opioid abuse crisis, many future doctors are learning something else alongside that lesson: listening to doubt.

This skepticism is rarely taught outright. Instead, it seeps in through warnings, prescribing limits, legal anxieties, and case studies that emphasize what happens when pain is believed to be too much. The result is a generation of physicians trained not only to treat pain carefully, but to question it reflexively. 

Before the opioid epidemic reshaped American medicine, pain education itself was strikingly minimal. Despite pain being one of the most common reasons patients seek care, medical schools devoted little structured time to teaching how to treat it.

As PBS reported, pain “is the most common reason that people go to the doctor. Yet,  historically, medical students received only a handful of hours on pain management across four years of training.”

This lack of training coincided with a period in which opioids were aggressively promoted as safe and effective. Pain became institutionalized as the “fifth vital sign,” and physicians were encouraged, sometimes pressured to treat it decisively. The downstream consequences of that approach are now well-documented.

When the opioid crisis escalated, medical education swung hard in the opposite direction. Schools rushed to add content on addiction, risk mitigation, and prescription monitoring. But the emphasis often landed less on how to treat pain safely and more on how to avoid being responsible for harm.

The American Medical Association’s Journal of Ethics found that opioid education across U.S. medical schools remains inconsistent, noting that instruction is “variable and lacks standardization”.

Without a clear, balanced framework, students often absorb an implicit message: Opioids are dangerous, scrutiny is necessary, and prescribing carries personal and professional risk.

That message shapes how young doctors see patients in pain – not as people seeking relief, but as potential liabilities.

Medical students themselves are acutely aware of this tension. A 2025 qualitative study on opioid education found that the amount and quality of training students received directly affected “their perceived knowledge about opioids and, consequently, their confidence in treating pain”.

The same study concluded that “important gaps in their knowledge about opioid prescribing persist,” even as expectations for safe practice continue to rise.

In practice, that gap often produces hesitation rather than confidence. When doctors are taught more about what not to do than how to respond compassionately to pain, restraint becomes the safest option, both emotionally and legally.

State and institutional responses to the crisis further reinforced this mindset. In California, an opioid crisis workgroup developed educational competencies emphasizing safe prescribing, risk assessment, and substance use disorder recognition.

These reforms are necessary, but critics argue they unintentionally reframe patient pain as something to be verified rather than understood.

Research on chronic pain care shows that patients frequently experience stigma and disbelief in medical settings. A narrative review noted that patients report “experiences of disrespect and stigma” and a lack of alignment with clinicians on treatment goals, factors that significantly undermine trust.

When caution becomes the dominant lesson, empathy can quietly erode.

To their credit, medical schools have not ignored the problem. According to the Association of American Medical Colleges, 87% of U.S. medical schools now include training in pain assessment, management, and substance use disorder.

Still, education alone is not enough if its framing centers on fear. As one pain-management expert warned, “It should not take an act of courage to treat pain”.

This line captures the quiet dilemma facing modern medicine. Doctors are being trained to avoid repeating the past, but in doing so, they may be learning to distrust the very people they aim to help.

The opioid epidemic demanded change, and medical education responded. But the long-term consequences of that response are still unfolding in exam rooms and hospital wards across the country.

If future doctors are to treat pain effectively, they must be taught more than caution. They must be taught how to balance risk with trust, data with listening, and policy with humanity.

That lesson begins not with prescriptions, but with belief.

This article was written as part of a program to educate youth and others about Alameda County’s opioid crisis, prevention and treatment options. The program is funded by the Alameda County Behavioral Health Department and the grant is administered by Three Valleys Community Foundation.