A one-hour training on weight-inclusive care prompted several practical changes at a primary-care clinic, according to a small pilot study. But two weeks later, providers’ self-rated attitudes and practices had not changed significantly on the survey used by researchers.
The findings point to a distinction that matters in healthcare improvement: a short training may influence what clinicians try to do in the clinic before it produces a measurable change in how they describe their beliefs or routines.
What changed at the clinic
The training took place during a standing provider meeting at a federally qualified health center in Phoenix, Arizona. It used brief teaching sessions and case discussions led by two presenters. Topics included weight-related assumptions, personal bias, social influences on health, respectful conversations about weight and goals that do not depend on weight loss.
Weight-inclusive care in the pilot emphasized health behaviors and health markers such as blood pressure, cholesterol, blood sugar, fitness, mobility, energy and mood, whether or not a person’s weight changes.
Four providers took part in follow-up interviews. All four said they had changed how patients were weighed:
- Two stopped requiring a weigh-in at every visit.
- Two moved the scale to a more private location.
Two providers also worked to make appropriately sized equipment easier to access. Other reported changes included stocking larger blood-pressure cuffs, encouraging patients to add healthy foods rather than focus on restriction, giving behavioral health greater priority and trying new ways of discussing health with patients.
Survey results told a different story
Nine providers completed the baseline survey and 10 completed the two-week follow-up. The change in self-rated weight attitudes and practices was not statistically significant, with p greater than 0.05.
Some views about the importance of training and research did shift. The share of providers who rated weight-inclusive training as very or extremely important rose from 50% to 100% (p = 0.025). The share giving the same rating to research rose from 63% to 90% (p = 0.046).
In standardized-patient discussions, researchers counted 19 examples of weight-centric reasoning, 21 examples of weight-inclusive reasoning and 15 instances classified as a disconnect. The disconnect occurred when a provider expressed weight-inclusive ideas but later recommended weight loss as the route to health.
Why the distinction matters
The pilot reflects a broader challenge in changing healthcare practice. Providers may support a more respectful, behavior-focused approach while still working within habits or assumptions that connect health improvement primarily with weight loss.
Earlier research cited in the study has linked weight stigma with poorer mental-health outcomes, including depression, anxiety, lower self-esteem, eating disturbances and body dissatisfaction. Other research has reported that people who experience or internalize weight stigma may avoid doctors, attend fewer routine checkups, feel less listened to and report lower-quality care.
Those findings describe associations, not proof that stigma directly causes every outcome. The source notes that much of the research on weight stigma and mental health is observational.
Evidence on interventions is also mixed. A 2014 review found a small average improvement in weight-biased attitudes and beliefs after bias-reduction programs. A 2016 review concluded that most interventions had not reduced weight bias and that long-term effects were unknown. A 2022 meta-analysis found a small-to-moderate reduction in weight bias among healthcare providers who took part in interventions.
What the pilot cannot show
This was a very small study with no comparison clinic. The reported practice changes came from providers’ own accounts and were not verified through medical records or direct observation. The follow-up lasted only two weeks, and the study did not establish whether the changes continued.
It also did not measure whether patients felt less stigmatized, kept more appointments or experienced better mental health. Because of the small sample, the study could also miss real changes that a larger investigation might detect.
Making changes easier to sustain
Providers identified practical barriers, including a lack of larger-sized equipment, clinic spaces that were difficult to rearrange, short staffing and time pressure. They also cited a shortage of weight-inclusive patient handouts and the absence of a referral list for like-minded providers.
Participants requested ongoing sessions, monthly check-ins, training for other staff and clear clinic-wide rules about when weighing is needed. Those requests suggest that a single session may be more useful as a starting point than as a complete solution.
Larger, controlled studies will be needed to determine whether training can produce lasting changes in clinical behavior and whether those changes improve patients’ experiences or mental health.
AI tools were used to assist with the preparation of this article.


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