In disciplines where the global researcher population numbers in the hundreds — specialized materials science, rare disease research, certain subfields of engineering or applied mathematics — citation counts are structurally low across the board. Applying the same citation expectations one might hold for oncology or mainstream machine learning research to these fields reflects a misunderstanding of how knowledge circulates within them.

What matters in these cases is not the absolute citation count but the applicant's relative standing within the field. The most effective instrument for conveying this to an adjudicator is a recommendation letter written by someone with direct knowledge of the field's size, publication norms, and citation culture — someone who can state, with authority, that the applicant's metrics are competitive within that specific context.

In industrial research environments, intellectual property considerations routinely lead researchers to protect findings through patents rather than publish them in academic journals. Holding a researcher in this category to citation-based standards is structurally inappropriate — it measures the wrong output entirely.

In such cases, the evidentiary focus should shift accordingly: registered patents, licensing agreements, and documented instances of commercial or industrial application can each function as a substantive substitute for citation metrics. Indeed, a single patent that has been licensed and applied at scale may carry more persuasive weight with an adjudicator than a modestly cited academic paper, precisely because it demonstrates tangible, real-world impact of the kind Dhanasar's first prong contemplates.

Researchers working in national defense, cybersecurity, energy infrastructure, or related sectors frequently operate under conditions that preclude public dissemination of their findings. In these cases, the absence of citations is not a reflection of limited impact — it is a structural feature of the research environment itself.

The appropriate evidentiary substitutes here include official correspondence from government agencies, documentation of project participation, security clearance records where disclosable, and expert declarations addressing the national security significance of the applicant's work. Adjudicators familiar with these fields understand the structural constraints involved; the task is to make those constraints explicit in the record rather than leaving the citation gap unexplained.

Researchers at the post-doctoral or early independent investigator stage have not had sufficient time for citations to accumulate, irrespective of the quality or potential significance of their work. Penalizing an applicant for a low citation count that reflects career stage rather than scholarly impact conflates two entirely distinct variables.

For these applicants, the analytical focus should shift from current metrics to trajectory. What has the applicant produced relative to where they are in their career? What do credible observers in the field project about their future contributions? A well-constructed letter from a doctoral advisor or senior colleague — one that goes beyond generic endorsement to offer a specific, substantiated assessment of the applicant's trajectory and likely impact — can effectively bridge the evidentiary gap that an underdeveloped citation record creates.

Strategy 01

Journal Quality Over Citation Quantity

Journal quality operates independently of citation count and should be documented separately. Publication in a high-impact, peer-reviewed journal — particularly one with a selective acceptance rate — is itself evidence of scholarly recognition, regardless of how many times the specific article has been cited. Impact factor, acceptance rate, and editorial board composition are all documentable and relevant.

Strategy 02

Downstream Impact Evidence

Citations measure one form of scholarly influence, but they are not the only form. Evidence that the applicant's work has been incorporated into clinical guidelines, regulatory frameworks, industry standards, or government policy documents demonstrates impact that may exceed what citation counts alone can convey — and that speaks directly to the national importance prong.

Strategy 03

Invitations as Proxy for Recognition

Invitations to peer review manuscripts, serve on editorial boards, present at selective conferences, or participate in grant review panels are each forms of recognition by the field that do not depend on citation accumulation. They reflect the field's assessment of the applicant's expertise and standing — which is precisely what the second Dhanasar prong requires.

Strategy 04

Structuring the Narrative Around What the Record Contains

Perhaps the most consequential practical consideration is this: a petition that attempts to minimize or explain away a low citation count is structurally weaker than one that builds its affirmative case around the evidence that is actually present. The goal is not to apologize for what is missing — it is to construct a record in which what is present is sufficient, on its own terms, to satisfy each of the three Dhanasar prongs.