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R0050/2026-03-31-02/Q001/SRC08/E01
Research R0050 — Journalism Disciplines
Run 2026-03-31-02
Query Q001
Source SRC08
Evidence SRC08-E01
Type Analytical

Academic research identifies three epistemological challenges in fact-checking methodology

URL: https://www.tandfonline.com/doi/full/10.1080/1461670X.2025.2492729

Extract

A 2025 paper in Journalism Studies identifies three "deep-rooted challenges threatening the epistemological basis of fact-checking":

  1. Objectivism problems: Whether a "uniquely correct system of epistemic norms" exists and whether "a body of evidence justifies at most one proposition out of a competing set of propositions"
  2. Truth regime challenges: Different standards for what constitutes "truth" across contexts
  3. Causal relation difficulties: Problems in attributing causation in complex claims

The paper notes that "different fact-checkers can produce different results, raising questions about objectivity" — empirical evidence that the lack of standardized evidence evaluation frameworks produces inconsistent outcomes.

Three norms are proposed for operationalizing source criticism as journalistic epistemology: (1) harness truth-claims with modesty, (2) deploy interpretive transparency, (3) operationalize self-reflective truth-claims.

Key finding: Academic researchers have identified that fact-checking lacks a standardized epistemological framework and have empirically demonstrated inter-checker disagreement as a consequence. This confirms from an independent academic perspective that the four structural features asked about in the query are absent from current fact-checking practice.

Relevance to Hypotheses

Hypothesis Relationship Strength
H1 Contradicts Academic analysis confirms absence of standardized frameworks
H2 Supports Identifies partial solutions (three norms) without full structural formalization
H3 Partially supports Confirms fundamental methodology gaps, though some structure exists

Context

This paper is significant because it represents independent academic confirmation that fact-checking lacks the kind of structured evidence evaluation found in science and intelligence. The finding that different fact-checkers produce different results on the same claims directly illustrates the consequences of operating without standardized evidence hierarchies.