Northwest Arkansas Media Bias Scorecard · one of 3 outlets scored
Arkansas Advocate Media Bias & Reporting Quality
Arkansas Advocate leans left on party politics, at a partisan lean of -0.5. On worldview it leans left, at an ideological lean of -0.6. The panel found no partisan lean at all in 16 of its 34 scored articles.
Arkansas Advocate is one of 3 outlets on the Northwest Arkansas Media Bias Scorecard. A panel of three AI models, from three different companies, scored those 34 articles under rubric v0.4.0, with every outlet name and byline removed. Data as of 2026-11-07. The numbers move as the sample grows.
What the results mean#
- Above the board median on sourcing (2.8 against 2.3), source independence (2.4 against 1.8).
- Below the board median on analysis labeling (3.6 against 3.9).
- Partisan lean leans toward Democratic (net -0.5, across 34 articles).
- Ideological tilt leans toward progressive (net -0.6, across 33 articles).
- Conservation-development framing nets near zero (0.1) with strength 0.9: its articles lean both ways and cancel.
- In 5 same-story comparisons, the judges picked its account as: fairest evidence treatment 4, best sourced 5, most independent of official framing 5, most editorialized 4.
These describe the sampled articles, not every story Arkansas Advocate publishes. Labels such as near-zero net lean are cutoffs on the number beside them, not statistical tests.
Its fingerprint#
Five lean axes, on the same -3 to +3 scale every outlet is drawn on. The marker is the net lean. The pale band spans the average swing per article in both directions.
Where it sits among Northwest Arkansas' outlets#
~3.2 local articles/day · 34 scored
How to read this: left and right is ideological tilt. This market's outlets sit close together, so the map shows lean from -1 to +1 of the full -3 to +3 scale. Zoomed in, small gaps look large: each outlet's lean is averaged over 29 to 44 scored articles, so a gap of a few tenths may not hold as more are scored. Up is source independence, meaning official claims are tested rather than passed along. Bubble size is local articles per day: publishing volume, not audience reach. Dashed outlines mark the known-lean control and the out-of-market reference. The moose marks our own newsroom. Hover or tap any bubble to spotlight it and see its exact numbers. Tap again or click away to release it.
Its scores beside the board#
| Dimension | Arkansas Advocate | Board median |
|---|---|---|
| Partisan lean (-3 Democratic to +3 Republican) | -0.5 (leans left) | -0.1 (near-zero net lean) |
| Partisan lean strength (0-3, direction ignored) | 0.6 | 0.1 |
| Articles with no partisan lean detected | 16 of 34 | - |
| Ideological tilt (-3 progressive to +3 conservative) | -0.6 net, 0.7 strength (n=33) | 0.1 net, 0.4 strength |
| Institutional posture (-3 deference to +3 skepticism) | -0.4 net, 0.6 strength (n=34) | -0.9 net, 0.9 strength |
| Establishment-populist framing (-3 establishment to +3 populist) | -0.4 net, 0.5 strength (n=33) | -0.5 net, 0.5 strength |
| Conservation-development framing (-3 conservation to +3 development) | 0.1 net, 0.9 strength (n=7) | 0.6 net, 0.9 strength |
| Evidence fairness (0-4) | 2.9 | 2.9 |
| Sourcing (0-4) | 2.8 | 2.3 |
| Source independence (0-4) | 2.4 | 1.8 |
| Analysis labeling (0-4) | 3.6 | 3.9 |
| Language neutrality (0-4) | 3.8 | 3.8 |
| Articles sampled | 34 | - |
Same story, side by side#
When Arkansas Advocate and another tracked outlet covered the same story, the panel compared the two blinded accounts directly. Arkansas Advocate appeared in 5 of 9 such comparisons. A win counts only when a majority of the three judges agree. These are small numbers, stated as counts rather than a ranking.
| Category | Times picked |
|---|---|
| fairest evidence treatment | 4 of 5 |
| best sourced | 5 of 5 |
| most independent of official framing | 5 of 5 |
| most editorialized | 4 of 5 |
Coverage and volume#
Arkansas Advocate publishes about 3.2 local stories a day. Of 232 articles read for places, 4 are set in a Northwest Arkansas community, 56 are statewide, 139 are about places outside Northwest Arkansas and 33 name no place. Most covered: Washington County (2), Fayetteville (1).
Machine access#
This shows how Arkansas Advocate's site answers software, not whether a person can read it. These are facts about how Arkansas Advocate publishes, not scores. Blocking AI crawlers is a legitimate choice. When our crawler could not complete a check, the table says why.
| Paywall | RSS | Full-text RSS | AI crawlers blocked | Readable without JS |
|---|---|---|---|---|
| none | yes | yes | 11 | not checked (our crawler got HTTP 403) |
Why it is on the board#
The statehouse nonprofit (States Newsroom).
Reach context: Tranco ~231,000 (2026-10).
How this is measured#
Three models from three vendors score each article against a published rubric, with outlet names and bylines removed first. An outlet's number is the mean of its per-article panel medians. Lean measures direction only, never quality. The full method, its validation checks and every outlet's numbers are on the Northwest Arkansas Media Bias Scorecard. The data is free to reuse with credit, under CC BY 4.0.
The other outlets on the board#
Talk Business & Politics · 40/29 News
Back to the Northwest Arkansas Media Bias Scorecard · Coverage map