Paper Citation Record · LEDGER

From Risk Perception to Behavior Large Language Models-Based Simulation of Pandemic Prevention Behaviors

As of 8 August 2026, this Paper Citation Record lists 44 of 44 outbound references and 1 inbound Pith citation observation for arXiv:2601.03552.

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

pith.paper-citation-record.v1
2601.03552 v2

Coverage vector

measured 44 of 44 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-03T12:18:42.083199Z

measured 45 of 45 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-06-29T19:09:47.311011Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-06-29T19:13:52.581281Z

Reference resolution

44 of 44 outbound references displayed

verified exact14
verified fuzzy0
unresolved29
parse uncertain0
malformed identifier1
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 483bb939-adf4-4736-a41a-8cf9d3db145b · outbound

This paper cites K., Duek, E., Spiller,T.R., Perez,Y.,Wolf, R., Bhonker, S., Suslo, D., Burrer, A., & Schulz, E.

From Risk Perception to Behavior Large Language Models-Based Simulation of Pandemic Prevention Behaviors K., Duek, E., Spiller,T.R., Perez,Y.,Wolf, R., Bhonker, S., Suslo, D., Burrer, A., & Schulz, E

Reference 1

Resolution: verified exact; doi, observed 2026-08-03T12:23:23.325421Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation d8851b43-2f84-4c48-b9c1-718e9293a23a · outbound

This paper cites Proceedings of the National Academy of Sciences, 120(6), e2218523120.

From Risk Perception to Behavior Large Language Models-Based Simulation of Pandemic Prevention Behaviors Proceedings of the National Academy of Sciences, 120(6), e2218523120

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-03T12:18:35.786305Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c431d146-b62c-4867-8315-994f15065483 · outbound

This paper cites Language Models are Few-Shot Learners.

From Risk Perception to Behavior Large Language Models-Based Simulation of Pandemic Prevention Behaviors Language Models are Few-Shot Learners

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-03T12:18:35.927939Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0f5a9918-62fa-48ba-ae03-2cc54e6a32ed · outbound

This paper cites Elderly people and responses to COVID-19 in 27 countries.

From Risk Perception to Behavior Large Language Models-Based Simulation of Pandemic Prevention Behaviors Elderly people and responses to COVID-19 in 27 countries

Reference 4

Resolution: verified exact; doi, observed 2026-08-03T12:23:23.235538Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation b29e6419-9c20-4c0b-8593-040331d76af3 · outbound

This paper cites an unresolved cited work.

From Risk Perception to Behavior Large Language Models-Based Simulation of Pandemic Prevention Behaviors Unresolved cited work

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-03T12:18:36.419411Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3be94a05-abb0-4bc3-b3c3-1e67d617cf16 · outbound

This paper cites The Capability of Large Language Models to Measure Psychiatric Functioning.

From Risk Perception to Behavior Large Language Models-Based Simulation of Pandemic Prevention Behaviors The Capability of Large Language Models to Measure Psychiatric Functioning

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-03T12:18:36.568418Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2750404f-a283-4026-a380-56a3e3fa0e95 · outbound

This paper cites J., Chowell, G., et al.

From Risk Perception to Behavior Large Language Models-Based Simulation of Pandemic Prevention Behaviors J., Chowell, G., et al

Reference 8

Resolution: verified exact; doi, observed 2026-08-03T12:23:23.140907Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 4ebfc5be-be42-4480-a898-04fed7886e43 · outbound

This paper cites Large Language Models are Zero-Shot Reasoners.

From Risk Perception to Behavior Large Language Models-Based Simulation of Pandemic Prevention Behaviors Large Language Models are Zero-Shot Reasoners

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-03T12:18:36.868824Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5c54e6d6-5e64-4e99-9f61-fc09ddff9174 · outbound

This paper cites an unresolved cited work.

From Risk Perception to Behavior Large Language Models-Based Simulation of Pandemic Prevention Behaviors Unresolved cited work

Reference 10

Resolution: verified exact; doi, observed 2026-08-03T12:23:23.029632Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 92681c73-9f8a-4a4a-9614-bf98cbfb5b42 · outbound

This paper cites B., Furst, R., Hale, T., Pott, A., & Wood,A.(2021).AworldwideassessmentofchangesinadherencetoCOVID-19 protective behaviours and hypothesized pandemic fatigue.

From Risk Perception to Behavior Large Language Models-Based Simulation of Pandemic Prevention Behaviors B., Furst, R., Hale, T., Pott, A., & Wood,A.(2021).AworldwideassessmentofchangesinadherencetoCOVID-19 protective behaviours and hypothesized pandemic fatigue

Reference 11

Resolution: verified exact; doi, observed 2026-08-03T12:23:22.945744Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 58fb5237-b47f-4cd6-9096-152bf38ed99b · outbound

This paper cites an unresolved cited work.

From Risk Perception to Behavior Large Language Models-Based Simulation of Pandemic Prevention Behaviors Unresolved cited work

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-03T12:18:37.264750Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 00129523-3dcc-45fc-8c52-fd87d7bcc830 · outbound

This paper cites an unresolved cited work.

From Risk Perception to Behavior Large Language Models-Based Simulation of Pandemic Prevention Behaviors Unresolved cited work

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-03T12:18:37.383700Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 469278a6-81ee-492a-94f7-72c0a7f94f51 · outbound

This paper cites (2023).Largelanguagemodelscanbeeasilydistractedbyirrelevantcontext.InA.

From Risk Perception to Behavior Large Language Models-Based Simulation of Pandemic Prevention Behaviors (2023).Largelanguagemodelscanbeeasilydistractedbyirrelevantcontext.InA

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-03T12:18:37.496583Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d5fdfb79-8c2d-4038-ae76-f8e7546599ba · outbound

This paper cites an unresolved cited work.

From Risk Perception to Behavior Large Language Models-Based Simulation of Pandemic Prevention Behaviors Unresolved cited work

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-03T12:18:37.836491Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 39a2da75-5e1f-4bcd-9ae1-a2171f47cfe3 · outbound

This paper cites an unresolved cited work.

From Risk Perception to Behavior Large Language Models-Based Simulation of Pandemic Prevention Behaviors Unresolved cited work

Reference 17

Resolution: verified exact; doi, observed 2026-08-03T12:23:22.873604Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 7ffc4f99-0829-45ec-a719-e602a9a163c5 · outbound

This paper cites J., Caspar, J., Venz, J., et al.

From Risk Perception to Behavior Large Language Models-Based Simulation of Pandemic Prevention Behaviors J., Caspar, J., Venz, J., et al

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-03T12:18:38.056524Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9566660d-e281-46bf-b79f-68bb86cc6700 · outbound

This paper cites (2023).Outofone,many:Usinglanguagemodelstosimulatehumansamples.

From Risk Perception to Behavior Large Language Models-Based Simulation of Pandemic Prevention Behaviors (2023).Outofone,many:Usinglanguagemodelstosimulatehumansamples

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-03T12:18:38.254567Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d62d542c-396c-41d5-8999-1576d1b01fa2 · outbound

This paper cites Non-Determinism of "Deterministic" LLM Settings.

From Risk Perception to Behavior Large Language Models-Based Simulation of Pandemic Prevention Behaviors Non-Determinism of "Deterministic" LLM Settings

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-03T12:18:38.387548Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 053bdb65-609f-42e6-901e-bc2eee18224e · outbound

This paper cites an unresolved cited work.

From Risk Perception to Behavior Large Language Models-Based Simulation of Pandemic Prevention Behaviors Unresolved cited work

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-03T12:18:38.547606Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c76466f7-d448-43ad-aed5-96c07c1fb9fd · outbound

This paper cites an unresolved cited work.

From Risk Perception to Behavior Large Language Models-Based Simulation of Pandemic Prevention Behaviors Unresolved cited work

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-03T12:18:38.695185Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ab4de6a2-25b4-4f32-9491-be58c84d4d2a · outbound

This paper cites an unresolved cited work.

From Risk Perception to Behavior Large Language Models-Based Simulation of Pandemic Prevention Behaviors Unresolved cited work

Reference 23

Resolution: verified exact; doi, observed 2026-08-03T12:23:22.777033Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 44b9b22d-f775-4e3d-9231-5ea921e7cf19 · outbound

This paper cites Larochelle,M.Ranzato,R.Hadsell,M.F.Balcan,&H.Lin(Eds.),Advancesin neuralinformationprocessingsystems(Vol.33,pp.1877–1901).Curran Associates.

From Risk Perception to Behavior Large Language Models-Based Simulation of Pandemic Prevention Behaviors Larochelle,M.Ranzato,R.Hadsell,M.F.Balcan,&H.Lin(Eds.),Advancesin neuralinformationprocessingsystems(Vol.33,pp.1877–1901).Curran Associates

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-03T12:18:38.945172Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 80fec0b7-916a-458d-b2d8-ab18e67d138c · outbound

This paper cites https://doi.org/10.1016/j.euroecorev.2022.104293.

From Risk Perception to Behavior Large Language Models-Based Simulation of Pandemic Prevention Behaviors https://doi.org/10.1016/j.euroecorev.2022.104293

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-03T12:18:39.070171Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fff40863-fdbc-4d0c-b9d3-db0edc6bed41 · outbound

This paper cites an unresolved cited work.

From Risk Perception to Behavior Large Language Models-Based Simulation of Pandemic Prevention Behaviors Unresolved cited work

Reference 26

Resolution: verified exact; doi, observed 2026-08-03T12:23:22.713123Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 4fc599f4-1d39-47ea-9296-8128d629f948 · outbound

This paper cites https://doi.org/10.2196/24341.

From Risk Perception to Behavior Large Language Models-Based Simulation of Pandemic Prevention Behaviors https://doi.org/10.2196/24341

Reference 27

Resolution: malformed identifier; doi_truncated, observed 2026-08-03T12:23:22.619682Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 22db9512-e855-41a8-8da9-595afdb42ac1 · outbound

This paper cites Quantifying the Persona Effect in LLM Simulations.

From Risk Perception to Behavior Large Language Models-Based Simulation of Pandemic Prevention Behaviors Quantifying the Persona Effect in LLM Simulations

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-03T12:18:39.483983Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c1d634ca-ecc5-44e8-bfb2-ccb74b4add4a · outbound

This paper cites https://doi.org/10.1056/NEJMoa2001316.

From Risk Perception to Behavior Large Language Models-Based Simulation of Pandemic Prevention Behaviors https://doi.org/10.1056/NEJMoa2001316

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-03T12:18:39.833874Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fc05f98d-063d-42bc-9623-513d8fe6ef76 · outbound

This paper cites https://doi.org/10.1145/3560815.

From Risk Perception to Behavior Large Language Models-Based Simulation of Pandemic Prevention Behaviors https://doi.org/10.1145/3560815

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-03T12:18:39.907557Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d2d6444a-8c35-40a3-bf8d-ba15c9907ffb · outbound

This paper cites JournaloftheAmericanStatisticalAssociation,46(253),68–78.

From Risk Perception to Behavior Large Language Models-Based Simulation of Pandemic Prevention Behaviors JournaloftheAmericanStatisticalAssociation,46(253),68–78

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-03T12:18:39.984631Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 839edf54-4454-4f8a-a5d5-2d63fcb53b90 · outbound

This paper cites 11048–11064).AssociationforComputationalLinguistics.

From Risk Perception to Behavior Large Language Models-Based Simulation of Pandemic Prevention Behaviors 11048–11064).AssociationforComputationalLinguistics

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-03T12:18:40.078450Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 56978eb9-a969-481f-b49e-b7b5875715cf · outbound

This paper cites https://doi.org/10.1093/biomet/70.1.41.

From Risk Perception to Behavior Large Language Models-Based Simulation of Pandemic Prevention Behaviors https://doi.org/10.1093/biomet/70.1.41

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-03T12:18:40.194329Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5dbd65b0-1a44-4b30-a6ba-4cfd7579e434 · outbound

This paper cites an unresolved cited work.

From Risk Perception to Behavior Large Language Models-Based Simulation of Pandemic Prevention Behaviors Unresolved cited work

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-03T12:18:40.323547Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 75f89c2c-63d8-4f2b-ac94-2c5c9d4e0f5f · outbound

This paper cites (2013).Determiningstatisticalsignificance(alpha)andreportingstatisticaltrends: Controversies,issues,andfacts.ComprehensivePsychology,2.

From Risk Perception to Behavior Large Language Models-Based Simulation of Pandemic Prevention Behaviors (2013).Determiningstatisticalsignificance(alpha)andreportingstatisticaltrends: Controversies,issues,andfacts.ComprehensivePsychology,2

Reference 36

Resolution: verified exact; doi, observed 2026-08-03T12:23:22.535078Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 0b1fe2e3-bad1-4540-889c-44b480f93321 · outbound

This paper cites https://doi.org/10.1126/science.3563507.

From Risk Perception to Behavior Large Language Models-Based Simulation of Pandemic Prevention Behaviors https://doi.org/10.1126/science.3563507

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-03T12:18:40.532489Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation faedc998-735c-4967-b9b8-0b250856e8a0 · outbound

This paper cites an unresolved cited work.

From Risk Perception to Behavior Large Language Models-Based Simulation of Pandemic Prevention Behaviors Unresolved cited work

Reference 38

Resolution: verified exact; doi, observed 2026-08-03T12:23:22.462297Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 042ae923-41b8-4b3a-a897-f5ea0024eb62 · outbound

This paper cites Perception-based influence factorsof intention to adopt COVID-19 epidemic prevention in China.

From Risk Perception to Behavior Large Language Models-Based Simulation of Pandemic Prevention Behaviors Perception-based influence factorsof intention to adopt COVID-19 epidemic prevention in China

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-03T12:18:40.858016Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 619c5376-5c8f-4425-92a1-ab92830bece2 · outbound

This paper cites an unresolved cited work.

From Risk Perception to Behavior Large Language Models-Based Simulation of Pandemic Prevention Behaviors Unresolved cited work

Reference 40

Resolution: verified exact; doi, observed 2026-08-03T12:23:22.420740Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 6fab15ac-5b88-4927-88bf-9a40f519c79c · outbound

This paper cites an unresolved cited work.

From Risk Perception to Behavior Large Language Models-Based Simulation of Pandemic Prevention Behaviors Unresolved cited work

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-03T12:18:41.146671Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 78bc1512-a182-419c-b31a-0aea1731daa4 · outbound

This paper cites A., & Klein, W.

From Risk Perception to Behavior Large Language Models-Based Simulation of Pandemic Prevention Behaviors A., & Klein, W

Reference 42

Resolution: verified exact; doi, observed 2026-08-03T12:23:22.209249Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 9a1760dc-2f83-4436-9bf3-64549e0bcba9 · outbound

This paper cites an unresolved cited work.

From Risk Perception to Behavior Large Language Models-Based Simulation of Pandemic Prevention Behaviors Unresolved cited work

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-03T12:18:41.414221Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 746286a2-cab7-4164-b68d-f0cb5dba0948 · outbound

This paper cites an unresolved cited work.

From Risk Perception to Behavior Large Language Models-Based Simulation of Pandemic Prevention Behaviors Unresolved cited work

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-03T12:18:41.559138Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 32563225-3649-4bfa-8e70-8526b0b3bf8c · outbound

This paper cites an unresolved cited work.

From Risk Perception to Behavior Large Language Models-Based Simulation of Pandemic Prevention Behaviors Unresolved cited work

Reference 45

Resolution: verified exact; doi, observed 2026-08-03T12:23:22.111324Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 5b049de0-c0e4-4259-9c94-a802b8718e7e · outbound

This paper cites an unresolved cited work.

From Risk Perception to Behavior Large Language Models-Based Simulation of Pandemic Prevention Behaviors Unresolved cited work

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-03T12:18:41.966251Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 58175db4-795e-454b-b679-5ccf0ec0326e · outbound

This paper cites (2025).Applying large language modelstotravel satisfaction analysis.arXiv.https://doi.org/10.48550/arXiv.2505.23262.

From Risk Perception to Behavior Large Language Models-Based Simulation of Pandemic Prevention Behaviors (2025).Applying large language modelstotravel satisfaction analysis.arXiv.https://doi.org/10.48550/arXiv.2505.23262

Reference 48

Resolution: verified exact; arxiv_id, observed 2026-08-03T12:23:21.972186Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Pith citing papers

Observation f7114236-b332-4a85-ae3e-ab36d256e079 · inbound

SL-BiLEM: Structured Learnable Behavior-in-the-Loop Epidemic Modeling for Forecasting and Policy Evaluation cites this paper.

SL-BiLEM: Structured Learnable Behavior-in-the-Loop Epidemic Modeling for Forecasting and Policy Evaluation From Risk Perception to Behavior Large Language Models-Based Simulation of Pandemic Prevention Behaviors

Reference 3

Resolution: verified exact; arxiv_id, observed 2026-07-24T02:22:57.660933Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.