An Open-Source Value Model for MDD

According to the National Alliance on Mental Illness, over 17 million Americans had at least one major depressive disorder (MDD) episode in the past year, and the COVID-19 pandemic has only highlighted the unmet need for access to depression treatment. Conventional cost-effectiveness models for assessing the value of treatments for MDD typically do not prioritize factors and outcomes important to patients nor feature, in their primary analysis, the societal perspectives relevant to this highly prevalent condition. In addition, current approaches may not fully address the decision-making needs of payers, employers and clinicians. As a laboratory for testing new methods and approaches to value assessment, IVI launched a multi-year initiative to build and test an open-source value assessment prototype model to facilitate evaluation of health interventions indicated for MDD.

Continuous Multi-Stakeholder Engagement

Work on this first-of-its-kind MDD model will test a novel approach in building value assessment tools, whereby a multi-stakeholder Advisory Group (AG) is engaged, from the outset and throughout the conceptualization and development process. The Advisory Group is comprised of diverse stakeholders, including patients, employers, payers, clinicians, researchers, and model developers. Their insights will help inform the model’s scope, development, validation, and application. Such an endeavor will also allow IVI to test how such an engagement approach can improve the credibility and relevance of the models.

MDD Advisory Group

IVI Principles for Model Development

IVI’s approach to building a prototype value assessment model to evaluate treatments for major depressive disorder emphasizes four key principles.

  • Patient-Centered. IVI is focused on rigorously incorporating patient-identified preferences and outcomes of importance into the model. Patients and patient advocacy organizations are primary and involved advisors to the project in addition to other stakeholders.

  • Collaborative. Defining the scope, inputs and purpose of the prototype model is informed by collaboration with an Advisory Group composed of diverse stakeholders, including patients, employers, payers, clinicians, researchers, and model developers.

  • Dynamic and Exploratory. In building this model, IVI is also considering alternative approaches to value assessment, like alternatives to QALY and multi-criteria decision analysis (MCDA), and novel elements of value. IVI is also exploring the ability to evaluate both pharmacological and non-pharmacological interventions for major depressive disorder.

  • Transparent. IVI will ensure an open and transparent process through preliminary publication and public comment periods related to the model protocol and draft model prototype, as well as open-source hosting of the model and all technical documentation and code on GitHub.

Get Involved

To learn more about this effort or inquire about how to get involved in this initiative, complete the contact form below or e-mail Erica Malik at erica.malik@thevalueinitiative.org.

Contact Form

Selected References

The following is a partial list of some of the literature on open-source value models and major depressive disorder.

Open-Source Models

  • Jansen, J.P., Incerti, D. & Linthicum, M. Developing Open-Source Models for the US Health System: Practical Experiences and Challenges to Date with the Open-Source Value Project. PharmacoEconomics 37, 1313–1320 (2019). https://doi.org/10.1007/s40273-019-00827-z
  • Incerti, D., Curtis, J.R., Shafrin, J. et al. A Flexible Open-Source Decision Model for Value Assessment of Biologic Treatment for Rheumatoid Arthritis. PharmacoEconomics 37, 829–843 (2019). https://doi.org/10.1007/s40273-018-00765-2

Major Depressive Disorder