Research · Published:
Research: How Do Evidence-Gap Registers Resolve Claims?
A route-level cohort tracks whether declared evidence gaps are supported, narrowed, labeled, removed, or left unresolved.
Headline signal: Five mutually exclusive resolution states per recorded gap (OutsourcedAssistants.com study protocol).
Research question and scope: What happens to material claims entered in an evidence-gap register before publication? The unit of analysis is one declared gap tied to one draft claim and final revision. The study is limited to a declared daily article workflow and does not evaluate a worker's general ability, compare national workforces, or predict results for other publishers.
Methodology: Register gaps before source review ends, then assign exactly one final state: supported, narrowed, explicitly labeled inference, removed, or unresolved. Record search effort, source quality, editor time, deadline pressure, and whether the wording changed before coding the outcome. Define the observation window, sample, reviewer, exclusions, outcome fields, and pass rule before examining results. Preserve inputs and timestamps so another reviewer can distinguish the planned test from explanations added later.
Evidence classification: label every material item as a public-source fact, local observation, calculation, interpretation, example, or recommendation. Record the publisher, page, relevant section, displayed date, and access date. An official framework can inform a control without proving that the control caused a local performance change.
Analysis plan: report ordinary, returned, escalated, owner-overridden, and unresolved items separately. Show the numerator and denominator for rates. Review time belongs beside production time because a faster handoff may simply transfer reconstruction work to an editor.
Inference limits: Resolution counts describe editorial handling, not the truth of every claim or the independent effect of the register. Editors may record only the most visible gaps. Any observed association is conditional on the sample, workflow, sources, staff, and period. Causal language is not warranted unless the design addresses plausible competing explanations.
Limitations: Retrospective gap creation, inconsistent materiality thresholds, inaccessible sources, and deadline-driven removal can distort the distribution. Public pages may change after access, local records may be incomplete, and reviewer judgment can vary. Disclose missing data, protocol deviations, and unresolved cases instead of estimating them away.
Decision use: apply the result to one bounded choice, such as keeping the routine, clarifying an instruction, narrowing access, adding review coverage, or pausing the lane. Publication, policy, privacy, legal interpretation, payments, and unusual commitments remain with the accountable owner.
Sources
- Google Search Central: Creating helpful, reliable, people-first content
- W3C Web Content Accessibility Guidelines 2.2
- NIST Cybersecurity Framework 2.0
- U.S. Federal Trade Commission: Protecting Personal Information
Frequently asked questions
Does this research prove that an outsourced assistant improves content performance?
No. The protocol supports only a bounded conclusion about the declared sample, workflow, measures, and observation period.
What makes the result reviewable?
Retain the preregistered question, sample definition, source notes, original inputs, timestamps, exclusions, reviewer decisions, outcomes, and limitations.