
SHAP worth plots for every characteristic are proven, ranked by significance (imply absolute SHAP worth). Every dot represents 1 particular person, with their place representing their SHAP worth. Colour is used to point the desired characteristic attribute. Pink dots point out those that have the listed attribute, whereas blue dots point out those that don’t. For instance, for the attribute feminine, people with a pink dot are feminine and seem predominantly to the precise, indicating that they’re extra more likely to provoke semaglutide, whereas these with a blue dot are male. Age is a steady variable representing age at prognosis (18 to 64 years) and index month ranged from June 2021 to June 2022. MSA signifies metropolitan statistical space; NEC, not elsewhere categorized; PPO, most popular supplier group. Credit score: Boston College College of Public Well being
Developed initially to handle diabetes, glucagon-like peptide-1 (GLP-1) receptor agonists have skyrocketed in recognition because the US Meals & Drug Administration first authorized semaglutide (model title Ozempic/Wegovy) for weight reduction in 2021. Approval of tirzepatide (model title Mounjaro/Zepbound), an much more efficacious remedy, quickly adopted in 2023.
Regardless of hovering use amongst celebrities and the general public alike, not everybody who can profit from anti-obesity drugs has entry to those novel medication, in line with a brand new examine led by Boston College College of Public Well being (BUSPH) researchers.
Revealed in JAMA Community Open, the examine discovered disparities in entry to semaglutide. Charges of acquiring a prescription for semaglutide diverse broadly primarily based on a person’s insurance coverage plan and sort, in addition to their job business, intercourse, and use of different drugs.
Amongst commercially insured, non-diabetic people with weight problems, individuals who recognized as feminine, obtained point-of-service or most popular supplier group insurance coverage protection, and took drugs similar to antidepressants or thyroid or hormone drugs have been extra more likely to start taking semaglutide in comparison with individuals who recognized as males, or those that have been lined by well being administration group or unique supplier group plans
People employed in sure industries, such because the monetary and actual property sectors, have been additionally extra more likely to be prescribed semaglutide in comparison with individuals in different jobs, similar to retail.
The findings make clear the boundaries that individuals with weight problems expertise in accessing weight-loss remedy in a well being care system that always views weight problems as a threat issue for different ailments that needs to be managed by means of life-style modifications alone. Whereas weight problems can result in different circumstances, it is usually an impartial illness worthy of pharmacological interventions, even when it impacts nondiabetic individuals who might in any other case be characterised as metabolically wholesome, the researchers say.
“The paradigm for treating individuals with weight problems has usually been to advocate life-style modifications, after which in the event that they develop diabetes or one other metabolic situation, to deal with them with metformin, insulin, or GLP-1 medication,” says examine senior and corresponding writer Andrew Stokes, affiliate professor of world well being at BUSPH.
“Nonetheless, rising proof means that resulting from organic resistance to weight reduction and systemic exterior boundaries, attaining sustainable life-style change might be difficult. The care paradigm is beginning to shift, with the understanding that it is helpful to deal with metabolic well being circumstances earlier than they progress to a sophisticated stage.”
The workforce hopes this new information might help physicians higher perceive and establish sufferers who’re much less more likely to entry weight problems remedy, with challenges starting from problem in acquiring care from weight problems drugs practitioners to lack of formulary protection for weight-management drugs.
At present, only one in 4 employers supply insurance coverage protection for GLP-1 medication for weight administration—with variability in ease of entry, resulting from step remedy and prior authorization necessities—whereas the vast majority of employers do cowl this class of medicines for diabetes.
The examine can inform coverage modifications that increase insurance coverage protection for GLP-1 medication throughout a wider vary of insurance policy, employment industries, revenue ranges, intercourse, and different components.
“The substantial boundaries to entry to GLP-1s replicate present inequities and poor alignment of incentives in our well being care system,” says examine co-author Katherine Hempstead, senior coverage officer on the Robert Wooden Johnson Basis. “Analysis is required to assist illustrate the dimensions and nature of entry gaps in order that we will design higher protection insurance policies.”
In the end, “there’s a want for policymakers to acknowledge that components unrelated as to whether a person has a medical necessity for remedy can have an effect on whether or not or not an individual is more likely to obtain these drugs,” says examine lead writer Meghan Podolsky, analysis fellow within the Division of World Well being at BUSPH.
“Rising entry would require addressing the numerous boundaries to care, similar to remedy value, website of care, and the insurance policies that insurance policy can implement, similar to step remedy and prior authorizations.”
For the examine, the workforce used nationwide insurance coverage claims information for greater than 97,000 commercially insured US adults identified with weight problems, however not diabetes, between June 2021 and July 2022. They used a machine studying mannequin to establish the sociodemographic, scientific, and well being care components related to being prescribed semaglutide, after which quantified the influence of crucial components.
Along with insurance coverage kind and employment business, they discovered that semaglutide initiation was considerably increased amongst People who lived within the northeast area, in addition to those that have been taking antidepressants, thyroid or hormone drugs, and amphetamines.
Members with the very best physique mass index (BMI) values (40 or above) have been almost definitely to entry semaglutide, which isn’t stunning provided that this group has the very best threat for growing additional metabolic illness.
Nonetheless, Podolsky says it displays a development that physicians could also be limiting GLP-1 medication to sufferers with the very best weight, and solely recommending life-style interventions to sufferers with BMI values of 35 or much less. This method contradicts the FDA’s approval of the remedy for individuals with BMIs of 30 or increased, or 27 or increased with a comorbidity. These people might additionally profit from GLP-1 drugs, however might face further challenges in accessing them.
The workforce will proceed learning inequities in GLP-1 entry for diabetic and non-diabetic populations, together with potential variations in line with socioeconomic standing, race and ethnicity, and Medicare and Medicaid protection. Medicare at present solely covers GLP-1 medication for diabetic and cardiovascular remedy, whereas Medicaid offers restricted protection in sure states.
After criticizing GLP-1 medication, US well being secretary nominee Robert F. Kennedy, Jr. just lately steered that these remedies “have a spot” within the well being care system, however whether or not and the way entry to those drugs will change below the second Trump administration stays within the stability.
The examine was coauthored by Rafeya Raquib, analysis fellow within the Division of World Well being at BUSPH; Paul Shafer, assistant professor of well being regulation, coverage & administration at BUSPH; and Randall Ellis, professor of economics at Boston College Faculty of Arts & Sciences.
Extra info:
Meghan I. Podolsky et al, Components Related With Semaglutide Initiation Amongst Adults With Weight problems, JAMA Community Open (2025). DOI: 10.1001/jamanetworkopen.2024.55222
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