Paper Citation Record · LEDGER

Read, Critique, or Sketch? Investigating Alternative Visualization Literacy Assessment Modalities

As of 19 August 2026, this Paper Citation Record lists 55 of 55 outbound references and 0 inbound Pith citation observations for arXiv:2608.00330.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2608.00330 v1

Coverage vector

measured 55 of 55 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-04T00:45:43.208344Z

measured 55 of 55 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: cited_works

Reference resolution

55 of 55 outbound references displayed

verified exact10
verified fuzzy0
unresolved36
parse uncertain0
malformed identifier9
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation a07c8a16-0215-477e-bdd1-55fab891378d · outbound

This paper cites Adelberger, O.

Read, Critique, or Sketch? Investigating Alternative Visualization Literacy Assessment Modalities Adelberger, O

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-04T00:45:37.772837Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0e9514de-f4c5-4609-aaf7-f5e93bbea8b4 · outbound

This paper cites Beasley, A.

Read, Critique, or Sketch? Investigating Alternative Visualization Literacy Assessment Modalities Beasley, A

Reference 2

Resolution: malformed identifier; no resolver link, observed 2026-08-04T00:45:37.848047Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b190dfcc-5eaa-4fc5-a293-3884089b2bff · outbound

This paper cites an unresolved cited work.

Read, Critique, or Sketch? Investigating Alternative Visualization Literacy Assessment Modalities Unresolved cited work

Reference 3

Resolution: verified exact; doi, observed 2026-08-04T00:48:57.498636Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation b77b2246-f393-47db-9d20-e66bac8107d8 · outbound

This paper cites an unresolved cited work.

Read, Critique, or Sketch? Investigating Alternative Visualization Literacy Assessment Modalities Unresolved cited work

Reference 4

Resolution: verified exact; doi, observed 2026-08-04T00:48:57.372258Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation e4f3df7e-4a35-40f5-b916-48832898d097 · outbound

This paper cites an unresolved cited work.

Read, Critique, or Sketch? Investigating Alternative Visualization Literacy Assessment Modalities Unresolved cited work

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-04T00:45:38.064043Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d62a3123-0a4e-4bba-98c0-dca7a1ab9234 · outbound

This paper cites Brath and E.

Read, Critique, or Sketch? Investigating Alternative Visualization Literacy Assessment Modalities Brath and E

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-04T00:45:38.166628Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e47a718d-d681-4a3f-abfd-cf1da30d6045 · outbound

This paper cites an unresolved cited work.

Read, Critique, or Sketch? Investigating Alternative Visualization Literacy Assessment Modalities Unresolved cited work

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-04T00:45:38.240367Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9aa0eb40-d7c4-471f-934b-3d8c2359b7c7 · outbound

This paper cites Bressa, J.

Read, Critique, or Sketch? Investigating Alternative Visualization Literacy Assessment Modalities Bressa, J

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-04T00:45:38.345202Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b219e543-b6e2-4fd3-9355-22c94f579ba9 · outbound

This paper cites an unresolved cited work.

Read, Critique, or Sketch? Investigating Alternative Visualization Literacy Assessment Modalities Unresolved cited work

Reference 9

Resolution: malformed identifier; no resolver link, observed 2026-08-04T00:45:38.454180Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 43dfca30-b76c-405c-a135-a99f23fb2f37 · outbound

This paper cites an unresolved cited work.

Read, Critique, or Sketch? Investigating Alternative Visualization Literacy Assessment Modalities Unresolved cited work

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-04T00:45:38.821451Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5aa02600-7935-42ee-8cc0-90603ef84658 · outbound

This paper cites Cope and M.

Read, Critique, or Sketch? Investigating Alternative Visualization Literacy Assessment Modalities Cope and M

Reference 12

Resolution: verified exact; doi, observed 2026-08-04T00:48:57.093953Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 370c2875-5ca3-48c7-858a-2cee97022ec7 · outbound

This paper cites an unresolved cited work.

Read, Critique, or Sketch? Investigating Alternative Visualization Literacy Assessment Modalities Unresolved cited work

Reference 13

Resolution: malformed identifier; no resolver link, observed 2026-08-04T00:45:39.127735Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fda5add6-0fe3-4132-9699-5a4fe76930bc · outbound

This paper cites Cutler, K.

Read, Critique, or Sketch? Investigating Alternative Visualization Literacy Assessment Modalities Cutler, K

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-04T00:45:39.223690Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation be197e9f-8a11-4b08-91a2-6d143675ea0b · outbound

This paper cites Cutler, L.

Read, Critique, or Sketch? Investigating Alternative Visualization Literacy Assessment Modalities Cutler, L

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-04T00:45:39.520382Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ffeefb33-0c7a-4dc1-bb9e-d3c5573b2a40 · outbound

This paper cites Cutler, J.

Read, Critique, or Sketch? Investigating Alternative Visualization Literacy Assessment Modalities Cutler, J

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-04T00:45:39.606448Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2b4ddaa0-a9e0-4f72-9077-6e3949d0f22f · outbound

This paper cites DeMars.Item Response Theory.

Read, Critique, or Sketch? Investigating Alternative Visualization Literacy Assessment Modalities DeMars.Item Response Theory

Reference 17

Resolution: malformed identifier; no resolver link, observed 2026-08-04T00:45:39.792414Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a3bc2d6f-83f7-4bf6-85e0-7e498a34d086 · outbound

This paper cites an unresolved cited work.

Read, Critique, or Sketch? Investigating Alternative Visualization Literacy Assessment Modalities Unresolved cited work

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-04T00:45:39.866320Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 13196558-2d57-4050-abfa-b62865b5503a · outbound

This paper cites Fitzgerald and T.

Read, Critique, or Sketch? Investigating Alternative Visualization Literacy Assessment Modalities Fitzgerald and T

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-04T00:45:39.964508Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b10b9ff0-2d68-4f71-afdc-f6cfd8a6b491 · outbound

This paper cites an unresolved cited work.

Read, Critique, or Sketch? Investigating Alternative Visualization Literacy Assessment Modalities Unresolved cited work

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-04T00:45:40.035332Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4ba9774f-183c-4cff-93aa-3c8cd7d59c11 · outbound

This paper cites Leveraging Peer Review in Visualization Education: A Proposal for a New Model.

Read, Critique, or Sketch? Investigating Alternative Visualization Literacy Assessment Modalities Leveraging Peer Review in Visualization Education: A Proposal for a New Model

Reference 21

Resolution: verified exact; local_arxiv, observed 2026-08-04T00:48:56.812982Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 379de6f3-e5a0-4e54-9c0f-3f41f09af15f · outbound

This paper cites an unresolved cited work.

Read, Critique, or Sketch? Investigating Alternative Visualization Literacy Assessment Modalities Unresolved cited work

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-04T00:45:40.283410Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation af71aaaf-2bf2-4b88-800c-e4b3939ccc0d · outbound

This paper cites an unresolved cited work.

Read, Critique, or Sketch? Investigating Alternative Visualization Literacy Assessment Modalities Unresolved cited work

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-04T00:45:40.328351Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4dded8b2-5a19-445f-8c00-4316a1f12c34 · outbound

This paper cites an unresolved cited work.

Read, Critique, or Sketch? Investigating Alternative Visualization Literacy Assessment Modalities Unresolved cited work

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-04T00:45:40.384030Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f72d2099-61ce-4baf-86a3-f2f45eedd249 · outbound

This paper cites Gratzl, A.

Read, Critique, or Sketch? Investigating Alternative Visualization Literacy Assessment Modalities Gratzl, A

Reference 26

Resolution: malformed identifier; no resolver link, observed 2026-08-04T00:45:40.425790Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 28e498f0-a148-43b4-bf08-239aec4974ea · outbound

This paper cites Hedayati, A.

Read, Critique, or Sketch? Investigating Alternative Visualization Literacy Assessment Modalities Hedayati, A

Reference 27

Resolution: verified exact; doi, observed 2026-08-04T00:48:56.567906Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 106200ff-3ce5-43e9-a719-dfc2e7d3213c · outbound

This paper cites Hedayati and M.

Read, Critique, or Sketch? Investigating Alternative Visualization Literacy Assessment Modalities Hedayati and M

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-04T00:45:40.563938Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e2d31460-038a-457e-a381-0574d283eee7 · outbound

This paper cites Hofmann, P.

Read, Critique, or Sketch? Investigating Alternative Visualization Literacy Assessment Modalities Hofmann, P

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-04T00:45:40.664575Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3839abc0-2a9d-4eef-ba23-c2ab1eb1b205 · outbound

This paper cites an unresolved cited work.

Read, Critique, or Sketch? Investigating Alternative Visualization Literacy Assessment Modalities Unresolved cited work

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-04T00:45:40.744680Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 63d6ada5-b8e1-4363-bfaa-05d309060f4e · outbound

This paper cites an unresolved cited work.

Read, Critique, or Sketch? Investigating Alternative Visualization Literacy Assessment Modalities Unresolved cited work

Reference 31

Resolution: malformed identifier; no resolver link, observed 2026-08-04T00:45:40.846983Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7d277cc8-a221-4faa-bafd-fed943ba94c1 · outbound

This paper cites Lee, S.-H.

Read, Critique, or Sketch? Investigating Alternative Visualization Literacy Assessment Modalities Lee, S.-H

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-04T00:45:40.930259Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e74663d9-cbf1-4191-8ed8-a027d59a6b4d · outbound

This paper cites an unresolved cited work.

Read, Critique, or Sketch? Investigating Alternative Visualization Literacy Assessment Modalities Unresolved cited work

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-04T00:45:40.983493Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 374423fa-551b-482e-90e4-efde01289c8c · outbound

This paper cites an unresolved cited work.

Read, Critique, or Sketch? Investigating Alternative Visualization Literacy Assessment Modalities Unresolved cited work

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-04T00:45:41.074819Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b51d4d43-b4e9-4281-9889-115c5f6b29ae · outbound

This paper cites Molina León, B.

Read, Critique, or Sketch? Investigating Alternative Visualization Literacy Assessment Modalities Molina León, B

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-04T00:45:41.260169Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e0174571-f5a5-47a9-9763-b1f86fd2f315 · outbound

This paper cites Munzner.Visualization Analysis and Design.

Read, Critique, or Sketch? Investigating Alternative Visualization Literacy Assessment Modalities Munzner.Visualization Analysis and Design

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-04T00:45:41.330587Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8524c737-02b0-43aa-b83c-2d0199235c7c · outbound

This paper cites Nobre, K.

Read, Critique, or Sketch? Investigating Alternative Visualization Literacy Assessment Modalities Nobre, K

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-04T00:45:41.442660Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fb4a0bb1-f278-4f60-acb0-2e45e4cdbed7 · outbound

This paper cites an unresolved cited work.

Read, Critique, or Sketch? Investigating Alternative Visualization Literacy Assessment Modalities Unresolved cited work

Reference 38

Resolution: malformed identifier; no resolver link, observed 2026-08-04T00:45:41.540259Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2f30d2de-176a-4873-bf0f-83cd1eee62de · outbound

This paper cites Pandey and A.

Read, Critique, or Sketch? Investigating Alternative Visualization Literacy Assessment Modalities Pandey and A

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-04T00:45:41.705603Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6c81204d-73a3-4ecf-a19e-6f18b89decd0 · outbound

This paper cites an unresolved cited work.

Read, Critique, or Sketch? Investigating Alternative Visualization Literacy Assessment Modalities Unresolved cited work

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-04T00:45:41.983843Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9949c65e-8225-4b28-9916-49e122ed4c36 · outbound

This paper cites Quispel and A.

Read, Critique, or Sketch? Investigating Alternative Visualization Literacy Assessment Modalities Quispel and A

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-04T00:45:42.131007Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9ba07d1f-9ef0-4135-bc00-d6b93cecd0a6 · outbound

This paper cites an unresolved cited work.

Read, Critique, or Sketch? Investigating Alternative Visualization Literacy Assessment Modalities Unresolved cited work

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-04T00:45:42.397199Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f6ea01a0-9cf8-45ab-989a-3f09e6378b26 · outbound

This paper cites an unresolved cited work.

Read, Critique, or Sketch? Investigating Alternative Visualization Literacy Assessment Modalities Unresolved cited work

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-04T00:45:42.479606Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 84941ea9-50af-41c9-9902-5916267cd57d · outbound

This paper cites an unresolved cited work.

Read, Critique, or Sketch? Investigating Alternative Visualization Literacy Assessment Modalities Unresolved cited work

Reference 44

Resolution: malformed identifier; no resolver link, observed 2026-08-04T00:45:42.568327Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2c3219d1-feda-4b5a-8e01-f8c559732bd9 · outbound

This paper cites Saske, L.

Read, Critique, or Sketch? Investigating Alternative Visualization Literacy Assessment Modalities Saske, L

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-04T00:45:42.643522Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 429d11c9-63c4-4b72-a4fc-afda6fbbb73d · outbound

This paper cites an unresolved cited work.

Read, Critique, or Sketch? Investigating Alternative Visualization Literacy Assessment Modalities Unresolved cited work

Reference 46

Resolution: malformed identifier; no resolver link, observed 2026-08-04T00:45:42.725384Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0144f3d3-74fd-4afa-8828-4380527ab368 · outbound

This paper cites an unresolved cited work.

Read, Critique, or Sketch? Investigating Alternative Visualization Literacy Assessment Modalities Unresolved cited work

Reference 47

Resolution: verified exact; doi, observed 2026-08-04T00:48:55.940206Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 51d3cc27-534e-47a2-8db4-efdb85faa6d5 · outbound

This paper cites an unresolved cited work.

Read, Critique, or Sketch? Investigating Alternative Visualization Literacy Assessment Modalities Unresolved cited work

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-04T00:45:42.890651Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3cc0770d-411f-40ca-a880-ad731206c77a · outbound

This paper cites The State of the Art in Visualization Literacy.

Read, Critique, or Sketch? Investigating Alternative Visualization Literacy Assessment Modalities The State of the Art in Visualization Literacy

Reference 49

Resolution: verified exact; local_arxiv, observed 2026-08-04T00:48:55.836883Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 86f4d0cb-25c0-462d-b11c-f3ae9493f1cb · outbound

This paper cites Walny, S.

Read, Critique, or Sketch? Investigating Alternative Visualization Literacy Assessment Modalities Walny, S

Reference 50

Resolution: verified exact; doi, observed 2026-08-04T00:48:55.733244Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 4dcac9e3-1e6a-4c32-9c01-f9220804a435 · outbound

This paper cites an unresolved cited work.

Read, Critique, or Sketch? Investigating Alternative Visualization Literacy Assessment Modalities Unresolved cited work

Reference 51

Resolution: unresolved; no resolver link, observed 2026-08-04T00:45:43.117280Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ca9b2622-874d-453a-b2de-ce793d4aeca8 · outbound

This paper cites Bill Gates’s graph of the year.The Washington Post, Dec.

Read, Critique, or Sketch? Investigating Alternative Visualization Literacy Assessment Modalities Bill Gates’s graph of the year.The Washington Post, Dec

Reference 52

Resolution: unresolved; no resolver link, observed 2026-08-04T00:45:43.203000Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8a4ccd97-5854-4594-9dd9-51888e39d0be · outbound

This paper cites As with the original analysis, we ran an ordinal regression model run with 4 chains of 20,000 iterations.

Read, Critique, or Sketch? Investigating Alternative Visualization Literacy Assessment Modalities As with the original analysis, we ran an ordinal regression model run with 4 chains of 20,000 iterations

Reference 2013

Resolution: unresolved; no resolver link, observed 2026-08-04T00:45:43.208344Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 54530413-f2c8-4d00-9150-18abb6398de7 · outbound

This paper cites an unresolved cited work.

Read, Critique, or Sketch? Investigating Alternative Visualization Literacy Assessment Modalities Unresolved cited work

Reference 2014

Resolution: verified exact; doi, observed 2026-08-04T00:48:56.067595Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 1ab8fdca-3b91-4711-b278-4460a9be73fd · outbound

This paper cites an unresolved cited work.

Read, Critique, or Sketch? Investigating Alternative Visualization Literacy Assessment Modalities Unresolved cited work

Reference 2020

Resolution: unresolved; no resolver link, observed 2026-08-04T00:45:39.416751Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 03b4d59e-3297-442c-9808-bf0cde7c07f1 · outbound

This paper cites an unresolved cited work.

Read, Critique, or Sketch? Investigating Alternative Visualization Literacy Assessment Modalities Unresolved cited work

Reference 2024

Resolution: verified exact; doi, observed 2026-08-04T00:48:56.213051Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation bf89c825-3b8a-4050-9717-6a7b1a598eff · outbound

This paper cites an unresolved cited work.

Read, Critique, or Sketch? Investigating Alternative Visualization Literacy Assessment Modalities Unresolved cited work

Reference 2026

Resolution: unresolved; no resolver link, observed 2026-08-04T00:45:39.704826Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.