AI Solutions for Healthcare

Gains and Losses with Weight Loss Prescription Drugs

 

Three weight-loss drugs are approved by the FDA (Food and Drug Administration) for persons with type 2 diabetes and obesity, and the names of the generic drug are tirzepatide, liraglutide, and semaglutide. Collectively, the brand names of these weight-loss drugs include Mounjaro, Ozempic, Wegovy, Rybelsus, Saxenda, and Victoza. Most of these weight-loss drugs are approved for adults; however, Wegovy, Saxenda, and Victoza are approved for children if they meet certain weight and/or BMI (Body Mass Index) levels.

Three additional weight-loss drugs approved by the FDA that are not specific to type-2 diabetes patients who are obese or overweight with weight-related medical conditions and the generic drug names are orlistat [prescription and OTC], naltrexone and bupropion [combination], and phentermine and topiramate [combination]. Collectively, the brand names of these weight-loss drugs include Qsymia, Alli, Xenical, and Contrave. Contrave is approved for adults and Qsymia, Alli, and Xenical are approved for children if they meet certain weight and/or BMI levels.

Most importantly, concurrent use of more than one weight-loss drug is a major contra-indication and poses a serious health risk to the patient.

Over the past year, Ozempic, Mounjaro, and Wegovy have been featured in the news and in social media as weight-loss miracle drugs. Patients with a medical necessity for these drugs to manage their weight and reduce their risks of adverse cardiac events are now having difficulty finding the medication they need due to the volume of prescriptions for off-label use.

Allowing off-label use of weight-loss drugs intended for type 2 diabetes patients will impact the supply chain for the patient population with a medical need, increase your overall health plan spend, and create long-term, health care costs in patients that develop unforeseen conditions associated with off-label use. Given the potential for abuse, we recommend health plans review any policies related to these medications including preauthorization, prerequisite conditions, treatment periods, and off-label utilization in the non-type 2 diabetic population

Collusion

In the world of ‘Prescription Fraud,’ health plans must first determine the ‘Subject’ of the investigation or review. This could be the member, the pharmacy, or the authorizing physician. There are instances where a prescription fraud investigation may involve (2) or more subjects, such as the doctor and the filling pharmacy. This example is called collusion and is quite common in the pharmacy space.

Determining the top authorizing physician is essential if a user identifies a pharmacy billing many weight loss prescription drug claims. This analysis could help to tell if the pharmacy and doctor have a business relationship. If the data reveals that a doctor is sending a high percentage of prescriptions to a particular pharmacy, further reviewing those claims is a recommended step in the investigation.

Furthermore, analyzing the specialty of the prescribers would also be beneficial. Obesity or weight management is often treated by gastroenterologists, clinicians within the bariatric specialty, gynecologists, or some family doctors. If a user identifies claims for weight-management drugs that fall outside of said specialties, it is recommended to review those claims for ‘out of specialty prescribing.’ This analysis could be done by viewing the prescriber’s specialty histogram within the Codoxo platform.

Steering

There has been a rise in prescription fraud cases concerned with ‘steering.’ An example of steering is a member using their local retail/chain pharmacy for everyday maintenance drugs but is billed a high-cost drug by a pharmacy they never use. When interviewing these members, they typically say that the doctor told them or ‘steered’ them to use the pharmacy.

Wegovy, Ozempic, or Mounjaro are not considered specialty drugs. These drugs do not treat chronic critical illnesses such as cancers or multiple sclerosis (MS), they do not require special handling, nor are they considered limited distribution drugs or “LDD.” As such, most pharmacies can order these drugs through their wholesaler and dispense them to the patient. That said, if members use their primary pharmacy for every day or maintenance drugs, they can also obtain their drugs for weight management from the same pharmacy.

Using Codoxo’s Fraud Scope to assist health plans with assessing weight loss drug utilization

Codoxo created three Fraud Scope queries to assist their health plan partners with collecting weight loss drug prescription intelligence by Brand Name. Informatively, the Fraud Queries applied all prescribing or filling specialties, which can be edited after the results are published.

    • Prescribing Aggregates of Weight Loss Drugs
    • Filling Pharmacy Aggregates of Weight Loss Drugs
    • Prescription Claims for Weight Loss Drugs, Written Jan 01, 2021+

Navigate to Query and select Library from the drop-down menu. Click on the Fraud Scope query you want to review. If the query name does not appear near to the top of the query table, click the drop-down for the Description column, enter the term “Weight Loss”, click Apply, and then click your preferred Fraud Scope query.

Analyzing results from the ‘Prescribing Aggregates of Weight Loss Drugs’ query

Variable 1 Variable 2 Type Prescription intelligence use case
Specialty Provider Payment Received Sum Prescribing peer groups by total spend
Drug Label Name Number of Unique Prescriptions Sum Highest volume of prescriptions by drug
Provider Name Provider Payment Received Sum Prescribers by total spend

After the results are published, click Show Chart, and build the following charts as a starting point for analyzing prescribers. Additional Show Chart options are available based on the analysis needs for the user and health plan.

Editing Prescribing Specialties

Fraud Scope users can update the query criteria to eliminate expected prescribing peer groups, such as Endocrinology or Pediatric Endocrinology, using the following steps:

    • Click Edit icon in the top left corner of the Query window
    • Clicking Prescribing Specialties in the ‘Select at Least 1 Specialty’ menu
    • Clicking Select All and notice All Selected appears in the ‘Select at Least 1 Specialty’ menu
    • Type Endo in the search bar and deselect the peer groups for elimination from the results
    • Repeat these steps to eliminate other prescribing specialties for summary analysis
    • Click Search to update the query results
    • Click Plot Chart to update an existing chart model for analysis

***Editing the Prescribing Specialties does not overwrite the Query, Library Fraud Scope criteria***

Further analysis within the Prescribing Aggregates table is available when users apply Primary Sort, descending on the Utilization Percent Difference column, which identifies the prescribers with the highest utilization compared to their prescribing peers. Since Alli and Xenical are available OTC, a prescriber with a high utilization percent difference for these drugs may be of interest, depending on the cost comparisons.

Analyzing results from the ‘Filling Pharmacy Aggregates of Weight Loss Drugs’ query

After the results are published, click Show Chart, and build the following charts as a starting point for analyzing filling pharmacies. Additional Show Chart options are available based on the analysis needs for the user or health plan.

Variable 1 Variable 2 Type Prescription intelligence use case
Specialty Provider Payment Received Sum Filling pharmacy peer groups
Provider’s Name Number of Unique Prescriptions Sum Highest volume drugs by filling pharmacy
Provider Name Provider Payment Received Sum Filling pharmacy by total spend

Further analysis within the Filling Pharmacy Aggregates table is available when users apply Primary Sort, descending on the Utilization Percent Difference column, which identifies the filling pharmacies with the highest utilization compared to their filling peers. Since Alli and Xenical are available OTC, a filling pharmacy with a high utilization percent difference for these drugs may be of interest, depending on the cost comparisons.

Analyzing results from the ‘Prescription Claims for Weight Loss Drugs, Written Jan 01, 2021+’ query

After the results are published, click Show Chart, and build the following charts as a starting point for analyzing prescribers and patients of interest. Additional Show Chart options are available based on the analysis needs for the health plan. Fraud Scope users can update the query criteria to eliminate expected prescribing peer groups, such as Endocrinology or Pediatric Endocrinology – please refer to the Editing Prescribing Specialties section outlined above.

Variable 1 Variable 2 Type Prescription intelligence use case
Prescriber’s Specialty Metric Quantity Dispensed Sum Peer groups with highest volume
Prescribing Provider’s Name Metric Quantity Dispensed Sum Prescriber with highest volume
Prescribing Provider’s Name Provider Payment Received Sum Prescriber with highest spend
Patient ID Drug Label Name Bubble Patient utilization across all drugs
Patient DOB Drug Label Name Scatter Patient age indicators by drug
Filling Provider’s Name Drug Label Name Scatter Steering model
Reviewing patients with weight loss prescriptions

When a Patient ID displays prescriptions for more than one weight loss drug, especially those with mixed prerequisite conditions, the user should click on the Patient ID to navigate to the Patient, Lines page. Click Show Chart, choose Diagnosis Code as Variable 1 and click Plot Chart. When that chart is published, Fraud Scope users can reference the following tables for the expected diagnosis codes in a patient history based on their prescription history.

Patients with prescriptions for Mounjaro, Ozempic, Wegovy, Rybelsus, Saxenda, or Victoza should display a type-2 diabetes diagnosis code and at least one obesity diagnosis code in their medical history. If type-2 diabetes codes are absent, identify the prescribing provider[s] in the Prescriptions sub-menu for additional review. Consider assessing prescriptions based on Patient Age for Wegovy, Saxenda, and Victoza.

Table 1: Prerequisite diagnoses for Mounjaro, Ozempic, Wegovy, Rybelsus, Saxenda, or Victoza
ICD-10 CM codes Code description
E11.0 – E11.9 Type 2 diabetes mellitus
E13.0 – E13.9 Other specified diabetes mellitus
Z79.4 Long-term [current] insulin use
E66.0 – E66.9 Overweight and obesity
Z68.30 – Z68.45 Body mass index 30.0 to 70.0 or greater [adult]
Z68.54

Body mass index greater than or equal to 95th percentile for age [pediatric]

 

Patients with prescriptions for Qsymia, Alli, Xenical, or Contrave should display at least obesity and/or BMI diagnosis code from the range in Table 2 in their medical history. If those codes are absent, identify the prescribing provider[s] in the Prescriptions sub-menu for additional review. Consider assessing prescriptions based on Patient Age for Qsymia, Alli, and Xenical.

Table 2: Prerequisite diagnoses for Qsymia, Alli, Xenical, or Contrave
ICD-10 CM codes Code description
E66.0 – E66.9 Overweight and obesity
Z68.30 – Z68.45 Body mass index 30.0 to 70.0 or greater [adult]
Z68.54 Body mass index greater than or equal to 95th percentile for age [pediatric]

 

If you are interested in learning more about Codoxo’s forensic AI platform or would like to speak to Codoxo team member, contact us via info@codoxo.com.

FORENSIC AI PLATFORM

Our Forensic AI Engine analyzes your data, detects problems, and builds connections across your data to provide actionable insights

Insight Scope

For everyone across the health plan

Clinical Scope

For clinical teams

Audit Scope

For everyone across the health plan and PBM

Network Scope

For network teams

Payment Scope

For payment integrity teams

Provider Scope

For network and payment teams

Fraud Scope

For SIU teams

SERVICES

We provide a full range of professional services, from data migration and ongoing customer success through flexible virtual SIU options.