Turning Data into Action: How Health Advocates Catch Clinical Risks

In Part 1 of this series, we explored how maternal health care is often fragmented and introduced the role of a Health Advocate—a dedicated professional who acts as a human anchor, guiding patients through the logistical and emotional complexities of their care journey. But beyond answering questions and coordinating appointments, Advocates play a vital role in patient safety.
In this second installment, we look at how Advocates ensure clinical teams have the critical health data they need to provide timely interventions and care.
What a Health Advocate Actually Does: The Clinical Bridge
Beyond daily support, a Health Advocate's role breaks down into core functions that directly impact clinical outcomes:
Remote monitoring follow-up. For programs built around at-home blood pressure or glucose monitoring, it is vital to pay attention to a patient’s data as it comes in. A Health Advocate reviews readings against established, protocol-driven thresholds, and follows up directly with patients on out-of-range readings, device issues, or gaps in adherence. While an Advocate does not interpret what a reading means clinically, they can make sure the patient’s reported reading is accurate, and nothing sits unnoticed or falls through the cracks before a clinician can weigh in.
Escalation to the care team. This is the support for patients and providers that matters most when it matters most. The Health Advocate serves as the bridge between algorithmic risk detection and provider action. When a reading, symptom report, or risk indication crosses a defined threshold (such as critical-range blood pressure or reported signs of preeclampsia) the Advocate follows established protocols to escalate to the OB provider or care team through the appropriate channel, quickly and with the relevant information in hand. The clinical decision about what that information means and what to do next always sits with the provider — the Advocate's job is to make sure it gets there in time for that decision to happen swiftly.
What the Evidence Points To
The case for this kind of human touch isn't just intuitive — it reflects where maternal health outcomes research has been pointing for years. Care fragmentation, delayed escalation, and gaps in postpartum follow-up are consistently identified as contributors to preventable maternal morbidity, particularly for hypertensive disorders of pregnancy like preeclampsia, where the window between a warning sign and a serious complication can be narrow. Remote patient monitoring has been shown to catch risk signals earlier than the traditional visit-based model, but only when there's a reliable process for someone to review those signals and act on them. A device that flags a concerning reading is only useful if the patient receives personalized guidance for what to do next.
Put simply: digital tools are good at detecting risk. Humans are what turn detection into action.
The Bridge, Not Just the Buffer
It can be tempting to think of a Health Advocate as a support function; a helpful add-on layered on top of "real" clinical care. However, that undersells the role. Without ever stepping into a clinical role themselves, the Advocate turns digital monitoring into timely clinical intervention, and is often the only consistent human relationship a patient has throughout a pregnancy that otherwise unfolds across a dozen disconnected touchpoints.
The healthcare system was built around visits. Pregnancy happens in the space between them. A Health Advocate is what makes sure that space isn't empty.
By:
Viraj Parikh, Sr. Clinical Director
Siobahn Kelly, Health Advocacy Manager