Offerings: Taking a coordinated approach to drive equity across the value chain
To help ensure their offerings are equitable, life sciences companies should evaluate whether their products and services are generating health and well-being for consumers. The same premise applies to companies’ algorithms, whether they inform offerings or are consumer-facing products themselves.
Across the product and service development life cycle, equity can be integrated into data and measures, research and development, manufacturing, and commercial efforts. Here are a few ways that companies can align their offerings with the needs of diverse consumers:
- Expand data measures and skills to understand the impact of social, economic, and environmental factors and to tailor actions. Equitable data can inform the degree to which companies understand the needs of diverse populations and the factors that can impact product utilization and effectiveness. This may require leveraging varied data sources, examining a broader range of outcomes, and engaging multidisciplinary skills and resources.
Combining multiple forms of data, such as claims, electronic health records, and drivers of health can clarify health inequities and inform related strategies. A recent study combined patient-level demographic, clinical, and mortality data with neighborhood-level economic advantage data to understand survival rates for nonmetastatic breast, prostate, lung, and colorectal cancers.19 The researchers found that neighborhood disadvantage was associated with worse survival even after adjusting for patient-level income.20 The health impact of neighborhood-level factors, among others, is important for life sciences companies to understand as they develop products and services to reduce mortality.
In addition to expanding data inputs, companies should examine a broader range of outcomes, including patient-reported outcomes and patient experiences. Prior research shows that patients’ interactions with front office staff and their perception of the cultural sensitivity of staff impact their satisfaction with the care they receive and their ability to adhere to treatment.21 This insight can inform efforts to address barriers to product utilization.
Multidisciplinary skills are needed to interpret inclusive data. Explaining racial effects requires knowledge of social constructs22 and how bias leads to biological stress, such as allostatic load, which is more prevalent among non-Hispanic Black and Latino adults.23 Furthermore, effects vary not only across races but also within races.24 This knowledge, among other factors, has implications for building more equitable algorithms. Our prior research provides suggestions to examine bias in analytics and discusses the positive social and financial impact of these considerations.25
Companies can use analytics resources from other stakeholders and should be mindful of ethical considerations26 for inclusive data practices. The Pharmaceutical Research and Manufacturers of America’s equity initiative includes data infrastructure investment that can be used to improve the accurate measurement of health disparities.27 The Centers for Disease Control and Prevention’s (CDC) data equity principles and collated resources provide guidance for using public health data to drive equity.28 Furthermore, the CDC’s Data Modernization Initiative serves as a resource to improve the collection, consolidation, and sharing of equity-related data, as well as strengthen workforce capacity to improve data use.29
- Strengthen research and development through infrastructure, methodology, and participation. Embedding health equity within research and development allows companies to create products that may be better suited for diverse populations. Investments in equitable approaches to these components could help companies attract multidisciplinary talent, increase market reach and penetration, and support regulatory compliance. Here’s how to help build equity across the three components:
Infrastructure: An extension of activating health equity at the organizational domain is cultivating a diverse scientific workforce to support research and development. A diverse workforce can increase representation of community talent, needs, and experiences to help inform the early stages of the product development life cycle. Government and educational organizations are working on pipelines and strategies to improve diversity in the scientific workforce,30 and life sciences companies can leverage this infrastructure, as well as their own programs, to build multidisciplinary teams and enhance their talent.
Methodology: While randomized controlled trials are the foundation of clinical research, they are designed to assess efficacy under ideal settings, often with restrictive exclusion criteria.31 This can leave critical gaps in understanding real-world effectiveness to drive changes in care. Pragmatic clinical trials fill these gaps by meeting people where they are to understand the impact of social, economic, and environmental factors32 on health and outcomes.33 These same drivers of health contribute to health inequities and understanding their impact can produce more robust products and services, increasing market penetration. Conducting pragmatic clinical trials requires the understanding of the effect of real-world conditions, as well as operational guidance. Having a more diverse scientific workforce and using resources such as the National Institutes of Health Pragmatic Trials Collaboratory34 can help address these needs.
Participation: Research and development processes need more diverse participants to help build products and tools that are effective in different populations. This participation can also support regulatory compliance, such as the US Food and Drug Administration’s requirement to submit clinical trial diversity plans.35 Our prior research provides strategies to help diversify participation related to building networks of site locations, fostering community relationships, enhancing communication, and standardizing participation platforms and metrics.36 We expanded this research to focus on identifying trusted community resources, ways to reduce participation burden, and opportunities for decentralized and community-based clinical trial sites.37
- Improve access and community benefit with equity-centered manufacturing. Equity-centered manufacturing approaches can offer several opportunities to increase trust and market share. Regional manufacturing is one way to invest further in diverse communities. Increasing the regional presence of products with lower manufacturing costs through local facilities can allow companies to employ local talent and upskill communities by providing them with leadership development opportunities.38 This can strengthen community relationships and foster trust to improve market penetration. Additionally, regional investments may address inequities in access. As we saw with the COVID-19 pandemic, low-income countries lagged middle- and high-income countries in their vaccination rates. One of the factors behind these inequities was the limited access to local vaccine manufacturing.39
For high-cost products, reducing cost inefficiencies can improve affordability and increase diverse market share. Multistakeholder interest in “advanced manufacturing” may also support efforts to increase access and improve time to market.40 Companies can also advocate for more inclusive policy coverage changes and offer generics to improve accessibility. Overall, these approaches can address not only inequities in product utilization, but also intervene on workforce and community needs that lead to health inequities.
- Focus commercial offerings on providers and patients. Like other areas, commercial strategies will need to evolve to drive greater health equity. Companies should create more inclusive, meaningful relationships with new and existing providers and patients. Collaborations and partnerships may be helpful in achieving these goals.
One avenue is to reevaluate which providers the company has already established relationships with and where new relationships can be created to help increase patient access to therapeutics. To build bridges to diverse populations, companies can work with more diverse providers, who are more likely to care for underserved populations.41 These relationships should be approached in a culturally humble way to minimize a sense of extraction. Expanding relationships with existing providers can also be important, as they may be able to reach patients who have not been included previously. Working with physicians, nurses, and pharmacists and engaging in peer-to-peer learning are important strategies, given the time patients spend with the broader care team.42
Creating culturally relevant and patient-centric communications (multichannel marketing through brochures, websites, television ads, etc.) can be a significant way to reach new populations and develop deeper relationships with existing populations. Demographic markets are nuanced and go beyond race and ethnicity to also consider age, gender, economic status, and their intersections. Culturally informed content is not one-size-fits-all and should be tailored to consider the differences between groups that share the same race but different ethnicities and languages, or between groups that share the same gender but different income and ages. Patient education should also account for health, digital, and financial literacy.
A company’s market access strategy should also be considered with a health equity lens. Companies should think about how their pricing strategies can help improve access for underserved populations, how the structure of reimbursement processes can create additional burdens for patients, and how patient eligibility criteria may exclude those who would benefit from access, among others.
Diversifying and upskilling the sales and marketing teams is an important part of doing this well. As the direct touch point with health care workers, the sales force should understand how to talk about health equity in a culturally humble way, recognize their own unconscious biases, and develop strategies for calling providers into the conversation. This could help build trust in new and existing relationships.