01
A system that operates in a vacuum
Pharmaceutical companies are structurally discouraged from talking to patients.
Once a company has an approved product, almost any patient contact that surfaces a side effect becomes a reportable adverse event — a formal filing with its own timeline and cost, triggered by four things being true at once: an identifiable patient, an identifiable reporter, a suspect product, and an adverse experience. It's a bar low enough that opening the door to unmediated patient conversation, in research or on a comment thread, opens the door to a permanent monitoring obligation.
When Facebook removed pharma's ability to pre-moderate comments in 2011, major brands — including Johnson & Johnson and AstraZeneca — simply left the platform rather than accept open, unmonitored patient contact. The reporting risk outweighed the marketing upside.
Companies don't open the door to patient feedback at all. It's not that pharma companies don't want to consider real patient realities — it's that the system they operate in makes doing so cost-prohibitive.
Gene therapies, like CRISPR and CAR-T, help bring this systemic constraint to life. There's low utilization despite high patient populations. Specialists point to a bottleneck in stem-cell collection capacity at treatment centers — a bottleneck that exists because the therapy asks for multiple consecutive weeks of inpatient administration, straining both hospitals' capacity to deliver it and patients' capacity to receive it. Without a feedback loop with patients, it's very challenging for pharmaceutical companies to weigh whether a treatment like this is even realistic for the population it's meant to serve.
Pharmaceutical companies have an opportunity to simulate patient considerations — before launching a new drug — by building directional patient personas using available clinical and patient advocacy data, versus assuming patients will find a way to meet treatment protocol demands.
Illustrative — persona simulation
02
Secondary data can build a picture of the dynamics without gathering primary research
By cross-referencing clinical and epidemiological data, regulatory and systemic material, and lived-experience and advocacy research, we can build a more realistic picture of patient realities. This isn't to say it's as good as actual patient data — but it's better than the nothing most pharmaceutical companies currently have.
Clinical & epidemiological data
1 in 365
Black or African American births in the U.S. are affected by sickle cell disease (CDC, Data & Statistics on SCD)
$1.7M
average lifetime medical cost for a commercially-insured patient with SCD (Blood Advances, ASH, 2023)
20+ yrs
shorter average life expectancy, even after recent treatment gains (CDC, Data & Statistics on SCD)
Lived-experience & advocacy research
Transportation and caregiving conflicts surface among the most-cited reasons patients miss appointments or decline trials. In one study of real-world (non-trial) care, 38% of adults with SCD named transportation a barrier to care, and 61% of those cited not having a personal vehicle — with some trips running up to three hours one way. (Perspectives on barriers to care, PLOS ONE · Community-centered trial participation study, PMC · Barriers among Black youth & parents, PubMed)
The Sickle Cell Disease Association of America operates as the primary national advocacy body for people with SCD, publishing its own advisory statements and impact research. (sicklecelldisease.org)
“Include us!” — patients' own framing of what's missing when trials are designed without them. — NHLBI, NIH
03
Turning triangulated evidence into personas a team can design against
To navigate this structural gap in feedback, we can use the secondary data above to build directional personas — grounded entirely in the sources cited, and specific enough to use in early-stage ideation.
These are data-driven personas: synthesized from public data, including peer-reviewed outcomes research and published qualitative studies. They produce directional insight into patient needs, but do not serve as a substitute for real patient research later.
Persona 01
Denise, 34
Assistant manager, big-box retail · mother of two
- Barrier to care:
- Committing to a multi-week inpatient stay while holding down her job and childcare logistics.
- Her reality:
- Ten days' notice to trade a single shift, a bus transfer each way, and someone else to pick her two kids up from childcare.
- What could earn her trust:
- Proactive transparency about her ADA and FMLA rights, being connected to a care coordinator or community health worker who helps her build a real coverage plan before she's admitted, and a warm handoff to local sickle cell community organizations, which often connect patients to community funds and caregiving support.
Illustrative quote:
“I'm not asking for a cure. I'm asking whether I still have a job in a month.”
Persona 02
Malik, 22
Community college student · aging out of pediatric SCD care
- Barrier to care:
- Lack of continuity in his caregiver regimen as he transitions out of pediatric care.
- His reality:
- A new adult hematology practice, a transportation gap his mother used to cover, and real wariness after years of being "the sickle cell kid" in every room.
- What could earn his trust:
- Being told plainly that the research also serves the wider sickle cell community, not just him — patients themselves cite that candor as what trust is built on. (— Nke Nwabuzor, sickle cell patient & advocate, NHLBI)
Illustrative quote:
“Nobody explained what changes when I turn 21. I found out by missing an appointment.”
Persona 03
Ruth, 61
Retired school aide · managing cumulative organ complications
- Barrier to care:
- Committing to a long drive to a specialized sickle cell center for monitoring and escalation.
- Her reality:
- A ninety-minute drive each way to the nearest comprehensive center, a fixed income, and decades of crises that have already reshaped what her organs can tolerate.
- What could earn her trust:
- Mileage reimbursement or transportation support, telehealth options for routine monitoring, and acknowledgment that the research accounts for accumulated organ complications and not just targeting younger, newly diagnosed patients.
Illustrative quote:
“I've been managing this longer than most of my doctors have been practicing.”
How a pipeline team could use this: run a candidate's administration protocol against this directional persona set during clinical development. If a protocol only clears for patients who look like none of the three above, that's a signal to solve before R&D costs pile up further — not a problem to defer until post-launch.
Triangulating public clinical data, published patient-voice research, and the regulatory mechanics that shape pharma's own behavior can get a team most of the way to insight. It's not a replacement for talking to patients eventually.
Sources
Clinical & epidemiological data+
Lived-experience & advocacy research+
- Sickle Cell Disease Association of America
- "For diversity in clinical trials, Include us!" — NHLBI, NIH
- Perspectives of individuals with sickle cell disease on barriers to care — PLOS ONE
- A community-centered approach to sickle cell disease and clinical trial participation — PMC
- Barriers to HCT clinical trial participation of Black youth with SCD and their parents — PubMed