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Signal Boost: In brief 

  • Employees in 5 of 7 industries signaled they need additional support with mental health.
  • High blood pressure was the top signal in Energy and Industrial & Construction, industries with more physical-labor roles.
  • Mental health outpaced high blood pressure nearly 3 to 1 in Professional & Financial Services.
  • Industry trends reveal where needs concentrate, but personalization makes support timely and relevant.

The last article in a four-part Signals by Evive series exploring how workforce context shapes employee interests and health priorities. 

A construction crew, a hospital floor, and a financial services office are three very different workplaces. They ask different things of the body, keep different hours, and carry different kinds of pressure. It stands to reason that the health concerns weighing on those employees would look different too. 

For HR leaders, the practical question is whether that intuition holds up in the data, and if so, how it should shape benefits communication. 

That’s where Evive® offers a useful signal.

Evive is bswift’s personalized recommendation engine. It delivers year-round, data-driven nudges designed to guide employees toward cost-conscious decisions and healthier outcomes. Each logic-backed recommendation triggers timely, relevant messages that drive action, whether encouraging preventive care, supporting condition management, or improving benefits utilization.

Evive draws on millions of data points, including claims and spending behavior, enrollment and eligibility data, employee-selected preferences, and patterns across employee interactions over time. Together, these inputs help Evive personalize engagement with greater precision, making each interaction more timely, relevant, and better aligned to individual needs.

One source of those employee-selected preferences is Evive Profile Builder, an experience that allows members to identify the interests and health topics they care about most. Those selections add another layer of context to the broader data Evive uses to determine which content and resources are most relevant to each member. 

This is the fourth and final article in this series. The first two installments examined how employee interests and health priorities shift across career stages. The third looked at how interests vary across industries. For this closing analysis, the Signals by Evive data team turned to health conditions, examining 25,132 condition selections made by 99,350 members who used Profile Builder.  

The analysis reflects active Profile Builder selections as of July 2026. As with the earlier articles in this series, the findings represent a point-in-time snapshot of what Evive members selected and are not intended as fixed statements about every employee within an industry.  

 

Two distinct workforce health profiles emerge

Across the seven segments, one pattern held more consistently than any other: the leading condition split cleanly along the nature of the work being done. 

The split is useful because it shows how quickly relevance can change with context. Industry-level patterns reveal meaningful differences, while also underscoring the limits of communicating to every employee as though the same health concern matters equally to everyone

Top Health Condition by Industry

Industry Users Top Condition % of Condition Selections
Professional and Financial Services 16,503 Mental Health Conditions 40.3%
Education, Nonprofit, and Government 847 Mental Health Conditions 41.8%
Commercial and Consumer 39,232 Mental Health Conditions 33.7%
Healthcare and Life Sciences 13,372 Mental Health Conditions 32.8%
Technology 8,968 Mental Health Conditions 26.7%
Energy 9,046 High Blood Pressure 27.4%
Industrial and Construction 11,382 High Blood Pressure 27.4%

Percentages reflect each industry’s condition selections, not its total Profile Builder users. Not every user selected a health condition.  

Mental health conditions ranked first in five of the seven segments. High blood pressure led in the two segments built around physical labor: Industrial and Construction, and Energy. 

The mental health signal is strongest in professional services, and narrowest in tech.

Where mental health conditions led, the margin varied considerably. In Professional and Financial Services, mental health selections outpaced high blood pressure by nearly three to one. In Technology, the two conditions were almost even, with mental health ahead by only about one-fifth, the closest margin among the knowledge-worker industries. 

Broader occupational health research gives useful context to the pattern. The World Health Organization identifies excessive workloads, low job control, job insecurity, and inflexible hours among the workplace factors that can put mental health at risk.  

 

Physical-labor industries flip the pattern (but only just)

In Industrial and Construction and Energy, high blood pressure narrowly outranked mental health conditions, leading by roughly 9% and 11%, respectively. That is a far tighter margin than the wide leads mental health held across most knowledge-worker segments, suggesting cardiovascular concerns are prominent in physically demanding industries, but mental health remains a close second rather than a distant one. 

Research from the National Institute for Occupational Safety and Health suggests that shift workers may face greater cardiovascular risk, including a higher risk of high blood pressure, a pattern consistent with what Profile Builder selections show in Industrial and Construction and Energy. 

 

The more varied the workforce, the stronger the case for personalization at the member level.

Signals from Evive reveal that employees are willing to identify what matters to them when given an easy way to do so. Career stage and industry help explain why priorities may differ, but those categories are context, not a substitute for understanding the individual. 

For benefits professionals, the value of these findings is not a new set of broad communication rules for each industry. It is a clearer demonstration of why broad communication alone cannot create relevance. Workforce averages may reveal where needs are concentrated, but personalized engagement is what connects each member with the benefit, resource, or action most meaningful to that person. 

That is where Evive’s deep personalization creates value. Profile Builder gives members a direct way to identify the interests and health topics they care about. Evive can then use those individual signals to deliver timely, relevant guidance directly to each member throughout the year, rather than relying on workforce-wide assumptions to determine what they should see. 

Across career stage, industry, and health condition, the lesson is consistent: A single benefits program can serve a diverse workforce, but engagement becomes meaningful only when communication reflects the person receiving it.  

Frequently Asked Questions

What is Evive?

Evive is bswift’s personalized recommendation engine. It uses logic-backed recommendations to deliver timely, relevant messages through SMS, email, and in-platform nudges, helping employees take action on benefits, health, wellbeing and financial priorities throughout the year. 

How does Evive personalize benefits engagement?

Evive draws on millions of data points, including claims and spending behavior, enrollment and eligibility data, employee-selected preferences, and patterns across employee interactions over time. Together, these inputs help Evive determine which guidance is most relevant to each member and when it is most likely to matter. 

How does Evive support workforce engagement?

Evive supports workforce engagement by making benefits communication more relevant to each employee. It uses individual data and behavior to deliver guidance aligned to a member’s needs, interests, and circumstances, helping benefits feel more useful and actionable throughout the year. 

How can Evive improve benefits utilization?

Evive helps improve benefits utilization by connecting employees with the programs, resources, and actions most relevant to them. Personalized reminders and recommendations can encourage preventive care, support condition management, guide cost-conscious decisions, and help employees use the benefits already available to them. 

What is benefits optimization?

Benefits optimization is the process of helping an organization generate greater value from its benefits investment. It depends not only on offering the right programs, but also on helping employees recognize, understand, and use the resources most relevant to their needs. 

How does Evive support benefits program optimization?

Evive supports benefits program optimization by turning a broad set of employee data into individualized, year-round engagement. By helping each member discover and act on the benefits most relevant to them, Evive can strengthen utilization, support better outcomes, and increase the value of the overall benefits program. 

How does Evive improve employee engagement with benefits?

Evive improves employee engagement by delivering communications that are timely, personalized, and connected to the member’s own needs. Profile Builder adds employee-stated interests and health priorities to the broader data Evive uses to determine which guidance, resources, and next steps are most relevant. 

What is Evive Profile Builder?

Evive Profile Builder is an experience that allows members to identify the interests, health topics, and preferences they care about most. Those selections enrich the broader set of data Evive uses to personalize engagement and make each interaction more relevant. 

Why is year-round benefits engagement important?

Employees make benefits and healthcare decisions throughout the year, not only just during annual enrollment. Year-round engagement helps surface relevant resources at the moment they are most useful, supporting timely action, greater utilization, and better health and financial outcomes. 

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