The Decision-Making Blind Spot for Healthcare Leaders

by Who Decides, What Matters | Series Topic 1 | Jul 10, 2026

Key Insights

    • Many health system strategic initiatives underperform because they rely on historical data to predict future stakeholder behavior.
    • Traditional analytics explain what happened but cannot reliably forecast how physicians, patients, employers, or payers will respond to new market conditions.
    • In many specialty service lines, referring physicians—not patients—remain the primary drivers of where care is delivered, making referral behavior a critical strategic variable.
    • Behavioral decision intelligence has proven to enable organizations to test strategic assumptions before investing capital, reducing uncertainty and improving investment decisions.

Every year, U.S. health systems invest billions of dollars in strategic initiatives—from expanding service lines and ambulatory networks to launching digital care models and redesigning pricing strategies. These investments are typically supported by extensive planning, including claims analyses, market share reports, surveys, interviews, and focus groups.

Yet many strategic growth initiatives still fail to deliver their expected results (70%, according to McKinsey & Company). Referral leakage continues, out-of-network migration persists, and newly built capacity often falls short of projected demand. The problem is not simply execution. More often than not, organizations make forward-looking decisions using backward-looking data.

The Healthcare Decision Blind Spot

Traditional healthcare analytics are designed to explain yesterday's market—not predict tomorrow's. Claims data, utilization reports, and retrospective dashboards provide valuable operational insight, but they cannot reliably forecast how physicians, patients, employers, or payers will behave when presented with new choices, incentives, or competitive alternatives.

Likewise, conventional market research frequently measures what stakeholders say they might do rather than what they will choose when faced with real tradeoffs. As a result, healthcare leaders often allocate capital based on assumptions that have never been behaviorally tested using applied behavioral economics.

 

Referral Reality: The 80% Gatekeeper

One of the most common blind spots involves specialty care growth.

Many organizations focus expansion strategies on attracting patients through branding, digital engagement, and improvements in consumer experience. While these investments matter, behavioral decision modeling consistently demonstrates that, for many high-value specialty services, referring physicians control about 80% of referral volume, depending on the specialty and complexity of care.

When referral behavior is not incorporated into strategic planning, organizations risk investing heavily in patient acquisition while overlooking the behavioral factors that influence referral decisions. This is not simply a marketing challenge—it is a decision-making challenge.

Predicting Markets That Don't Yet Exist

Historical data cannot predict stakeholder behavior under conditions that have never existed, including:

    • New service line launches
    • Alternative care delivery models
    • Competitive market entrants
    • Changes in referral pathways
    • Pricing or site-of-care redesigns
    • New scheduling or access strategies

These decisions require understanding how stakeholders will respond—not simply how they responded in the past.

Replacing Assumptions with Behavioral Decision Intelligence

While uncertainty cannot be eliminated, it can be significantly reduced. By experimentally modeling real-world stakeholder behavior before implementation, healthcare organizations can:

    • Test strategic assumptions before investing capital.
    • Predict adoption and referral behavior.
    • Identify hidden sources of market friction.
    • Optimize service-line and operational design.
    • Improve capital allocation and investment returns.
    • Reduce the risk of costly strategic missteps.

Behavioral decision intelligence replaces assumptions with evidence. The result is greater confidence in strategic planning, improved capital allocation, and a reduced risk of costly investment mistakes. In future installments of the “Who Decides. What Matters.” series, we'll demonstrate how these behavioral models are developed, why they consistently predict real-world market behavior, and the results healthcare organizations have achieved by using them to guide high-stakes strategic and operational decisions.

Before launching your next strategic initiative, don't ask only, "What does the historical data tell us?"

Ask instead:

“Have we tested the behaviors that will determine whether this investment succeeds?”

What Matters to Expectant Mothers: Turning Behavioral Evidence into Market Growth

For more than two decades, the Chief Medical Officer of a leading pediatric academic medical center advocated for a Women & Infants Tower that would integrate labor and delivery, the NICU, pediatric subspecialists, maternal-fetal medicine, and enhanced patient amenities. The proposal repeatedly stalled because the Board required credible evidence that the tower could generate enough incremental deliveries to justify hundreds of millions of dollars in construction costs. The central question was what matters most to expectant mothers when choosing where to deliver—something historical utilization data could not answer, since it reflected past choices rather than future switching behavior.

Traditional market research can identify what consumers say they value. Behavioral research will identify what consumers value through their decisions.

Finding What Matters

We surveyed women ages 18–44 across the metropolitan area who planned to have a baby in the future. The objective was straightforward: identify and prioritize the features that drive hospital choice for delivery.

We tested 14 attributes, and eleven were statistically significant drivers of choice. The behavioral results identified four categories of features with varying impacts on market growth: (1) priority, (2) modest impact, (3) must-haves, and (4) nice-to-haves. The graphic describes the specific features of the two categories that drive incremental market share.

 

The third category, which we call must-haves, consists of services that women expect to be available at current levels. Failure to maintain this standard will result in a loss of market share. This category includes the following services:

  • Level III NICU plus pediatric subspecialities
  • Birthing and baby care classes
  • In-room sofa for spouse or partner

Just as important, several commonly considered amenities did not influence hospital choice. While “nice to have,” they are not services that the hospital should invest in heavily:

  • Designated parking for expectant mothers close to the hospital
  • Family food service available through the maternity ward
  • Enhanced data, voice, and video services

 The implication was clear: not everything that can be improved matters equally to the market.

From What Matters to What to Do

The behavioral model enabled the team to move beyond identifying drivers and to simulate how changes in those drivers could affect market share.

For example, reducing the birth trauma rate was projected to generate about 700 additional deliveries, and offering a 50% guarantee of a private room was projected to generate about 600 additional deliveries.

These scenarios transformed abstract consumer preferences into tangible business opportunities and provided leaders with a way to evaluate investments based on their likely market impact.

Based on behavioral evidence, the Mothers & Infants initiatives were projected to generate approximately 2,100 additional births and 750 NICU admissions annually at maturity.

The finding offered what traditional market research rarely does: confidence in what matters, how much it matters, and what will happen if the organization acts.

For healthcare leaders, that behavioral evidence became the foundation for Getting to Yes, providing the certainty needed to proceed with investment in the Mothers & Infants Center.

 

To learn more, visit Mi4Sight | Market Innovations Inc.