Paper Citation Record · LEDGER

Socio-Economic Consequences of Generative AI: A Review of Methodological Approaches

As of 21 August 2026, this Paper Citation Record lists 56 of 56 outbound references and 3 inbound Pith citation observations for arXiv:2411.09313.

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

pith.paper-citation-record.v1
2411.09313 v1

Coverage vector

measured 56 of 56 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-12T20:49:29.094737Z

measured 59 of 59 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-21T06:32:19.484+00:00

measured 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-12T05:33:43.979025Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-22T13:36:36.046432Z

Reference resolution

56 of 56 outbound references displayed

verified exact5
verified fuzzy33
unresolved18
parse uncertain0
malformed identifier0
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 58a17527-f2f7-42c4-bdec-3689f77c5a51 · outbound

This paper cites Axelrod, The Complexity of Cooperation: Agent -Based Models of Competition and Collaboration, Princeton University Press, 1997 https://www.jstor.org/stable/j.ctt7s951.

Socio-Economic Consequences of Generative AI: A Review of Methodological Approaches Axelrod, The Complexity of Cooperation: Agent -Based Models of Competition and Collaboration, Princeton University Press, 1997 https://www.jstor.org/stable/j.ctt7s951

Reference 1

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Observation fe6a86bf-f6e3-4973-8ea1-7aea45259c6e · outbound

This paper cites Agent-based modeling: Methods and techniques for simulating human systems,.

Socio-Economic Consequences of Generative AI: A Review of Methodological Approaches Agent-based modeling: Methods and techniques for simulating human systems,

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T20:49:29.828373Z

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Observation 2f47291e-8609-4679-8ae2-d446a7c8c331 · outbound

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Socio-Economic Consequences of Generative AI: A Review of Methodological Approaches Unresolved cited work

Reference 3

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Socio-Economic Consequences of Generative AI: A Review of Methodological Approaches Unresolved cited work

Reference 4

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Observation 2a4ebee0-cdfb-44c0-8f99-fcdb866f3b8e · outbound

This paper cites Input -output analysis: Foundations and extensions,.

Socio-Economic Consequences of Generative AI: A Review of Methodological Approaches Input -output analysis: Foundations and extensions,

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T20:49:29.802272Z

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Observation 23c2000d-f574-49f5-95b8-cf8841ab8778 · outbound

This paper cites Input -output analysis and the WTO: Trade policy and international business,.

Socio-Economic Consequences of Generative AI: A Review of Methodological Approaches Input -output analysis and the WTO: Trade policy and international business,

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T20:49:29.792232Z

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Observation 789bad58-97ee-4c92-a7f7-c30554db6934 · outbound

This paper cites Introduction to Econometrics,.

Socio-Economic Consequences of Generative AI: A Review of Methodological Approaches Introduction to Econometrics,

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T20:49:29.782333Z

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Observation 9e69a538-294c-4e0a-aee2-c235124a2c54 · outbound

This paper cites Reinforcement Learning: An Introduction,.

Socio-Economic Consequences of Generative AI: A Review of Methodological Approaches Reinforcement Learning: An Introduction,

Reference 8

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Observation 13a502af-8adb-4453-9ca0-0c17418d3f17 · outbound

This paper cites Handbook of Computational Economics: Agent-Based Computational Economics,.

Socio-Economic Consequences of Generative AI: A Review of Methodological Approaches Handbook of Computational Economics: Agent-Based Computational Economics,

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T20:49:29.761293Z

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Observation bd445a94-f4ed-4dab-bf61-86c2014f6534 · outbound

This paper cites NetLogo,.

Socio-Economic Consequences of Generative AI: A Review of Methodological Approaches NetLogo,

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T20:49:29.750954Z

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Observation d55da389-6042-409a-afbd-9bc0e33c0efa · outbound

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Socio-Economic Consequences of Generative AI: A Review of Methodological Approaches Unresolved cited work

Reference 11

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Observation 39c365fc-1455-48ff-a5c4-0f7e004640d2 · outbound

This paper cites Internet, Phone, Mail, and Mixed-Mode Surveys: The Tailored Design Method,.

Socio-Economic Consequences of Generative AI: A Review of Methodological Approaches Internet, Phone, Mail, and Mixed-Mode Surveys: The Tailored Design Method,

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T20:49:29.731990Z

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Observation 99e5ce20-9936-4f75-8917-4bf8f1e8449a · outbound

This paper cites Reinforcement learning: A survey,.

Socio-Economic Consequences of Generative AI: A Review of Methodological Approaches Reinforcement learning: A survey,

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T20:49:29.723024Z

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Observation f6acaf93-132d-46a4-b470-56a625667bb2 · outbound

This paper cites Human -level control through deep reinforcement learning,.

Socio-Economic Consequences of Generative AI: A Review of Methodological Approaches Human -level control through deep reinforcement learning,

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T20:49:29.714618Z

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Observation 57e1305e-0477-405e-88ec-618b34b28896 · outbound

This paper cites Induction: Processes of Inference, Learning, and Discovery,.

Socio-Economic Consequences of Generative AI: A Review of Methodological Approaches Induction: Processes of Inference, Learning, and Discovery,

Reference 15

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Observation 0dae3e98-e418-4914-84b5-53b6bbceb811 · outbound

This paper cites Scenarios: Uncharted Waters Ahead,.

Socio-Economic Consequences of Generative AI: A Review of Methodological Approaches Scenarios: Uncharted Waters Ahead,

Reference 16

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Observation d34e654c-a75e-4081-936b-1bfa87aea920 · outbound

This paper cites A Practical Guide for Policy Analysis: The Eightfold Path to More Effective Problem Solving,.

Socio-Economic Consequences of Generative AI: A Review of Methodological Approaches A Practical Guide for Policy Analysis: The Eightfold Path to More Effective Problem Solving,

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T20:49:29.683333Z

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Observation 0a919866-004b-4319-ab88-782ed963da11 · outbound

This paper cites An experimental application of the Delphi method to the use of experts,.

Socio-Economic Consequences of Generative AI: A Review of Methodological Approaches An experimental application of the Delphi method to the use of experts,

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T20:49:29.672273Z

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Observation bbf1970b-b63f-4b40-914b-c2ae11cf80ae · outbound

This paper cites The Delphi technique as a forecasting tool: Issues and analysis,.

Socio-Economic Consequences of Generative AI: A Review of Methodological Approaches The Delphi technique as a forecasting tool: Issues and analysis,

Reference 19

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Observation d81fdef0-8634-4f94-b6c7-0f505a9e13ea · outbound

This paper cites Quantitative Input and Output Relations in the Economic System of the United States,.

Socio-Economic Consequences of Generative AI: A Review of Methodological Approaches Quantitative Input and Output Relations in the Economic System of the United States,

Reference 20

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Observation 758d9e21-8ef3-4ab2-a2d0-6e4a0e03ead3 · outbound

This paper cites Epstein, Generative Social Science, Princeton: Princeton University Press, 2007.

Socio-Economic Consequences of Generative AI: A Review of Methodological Approaches Epstein, Generative Social Science, Princeton: Princeton University Press, 2007

Reference 21

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This paper cites Artificial intelligence and the future of work.

Socio-Economic Consequences of Generative AI: A Review of Methodological Approaches Artificial intelligence and the future of work

Reference 22

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Socio-Economic Consequences of Generative AI: A Review of Methodological Approaches The Delphi method,

Reference 23

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This paper cites Mixed methods research: A research paradigm whose time has come,.

Socio-Economic Consequences of Generative AI: A Review of Methodological Approaches Mixed methods research: A research paradigm whose time has come,

Reference 24

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This paper cites Tashakkori and C.

Socio-Economic Consequences of Generative AI: A Review of Methodological Approaches Tashakkori and C

Reference 25

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Socio-Economic Consequences of Generative AI: A Review of Methodological Approaches Unresolved cited work

Reference 26

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Socio-Economic Consequences of Generative AI: A Review of Methodological Approaches The Delphi method as a research tool: an example, design considerations and applications,

Reference 27

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Socio-Economic Consequences of Generative AI: A Review of Methodological Approaches Agent -Based Modeling: Methods and Techniques for Simulating Human Systems,

Reference 28

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Reference 29

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Socio-Economic Consequences of Generative AI: A Review of Methodological Approaches Tutorial on agent -based modeling and simulation,

Reference 30

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Reference 31

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Socio-Economic Consequences of Generative AI: A Review of Methodological Approaches Unresolved cited work

Reference 32

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Socio-Economic Consequences of Generative AI: A Review of Methodological Approaches Kennedy, A Guide to Econometrics

Reference 34

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Reference 35

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Socio-Economic Consequences of Generative AI: A Review of Methodological Approaches Structural decomposition techniques: Sense and sensitivity,

Reference 36

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Reference 37

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Reference 38

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Socio-Economic Consequences of Generative AI: A Review of Methodological Approaches Fischer, G

Reference 39

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Socio-Economic Consequences of Generative AI: A Review of Methodological Approaches The current state of scenario development: An overview of techniques,

Reference 40

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Socio-Economic Consequences of Generative AI: A Review of Methodological Approaches The origins and evolution of scenario techniques in long range business planning,

Reference 41

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Socio-Economic Consequences of Generative AI: A Review of Methodological Approaches Mastering the game of Go with deep neural networks and tree search,

Reference 42

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Socio-Economic Consequences of Generative AI: A Review of Methodological Approaches Foddy, Constructing Questions for Interviews and Questionnaires: Theory and Practice in Social Research

Reference 43

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Socio-Economic Consequences of Generative AI: A Review of Methodological Approaches Tourangeau, L

Reference 44

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Socio-Economic Consequences of Generative AI: A Review of Methodological Approaches Unresolved cited work

Reference 45

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Socio-Economic Consequences of Generative AI: A Review of Methodological Approaches Unresolved cited work

Reference 46

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Socio-Economic Consequences of Generative AI: A Review of Methodological Approaches Schwartz, The Art of the Long View: Planning for the Future in an Uncertain World

Reference 47

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T20:49:29.395675Z

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Socio-Economic Consequences of Generative AI: A Review of Methodological Approaches Decision making and planning under low levels of predictability: Enhancing the scenario method,

Reference 48

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Socio-Economic Consequences of Generative AI: A Review of Methodological Approaches Design Science in Information Systems and Computing,

Reference 49

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Socio-Economic Consequences of Generative AI: A Review of Methodological Approaches LINES: muLtImodal traNsportation rEsilience analySis,

Reference 50

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Observation 322b10f1-18d5-4f4e-abdf-e0fb3fae717b · outbound

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Socio-Economic Consequences of Generative AI: A Review of Methodological Approaches Applications of Data Science and Artificial Intelligence,

Reference 52

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This paper cites The Impact of Technology and Change Management on Value Proposition Innovation.

Socio-Economic Consequences of Generative AI: A Review of Methodological Approaches The Impact of Technology and Change Management on Value Proposition Innovation

Reference 53

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This paper cites Artificial Intelligence as the core technology for the Digital Transformation process,.

Socio-Economic Consequences of Generative AI: A Review of Methodological Approaches Artificial Intelligence as the core technology for the Digital Transformation process,

Reference 54

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This paper cites Walkability defined neighborhoods for sustainable cities,.

Socio-Economic Consequences of Generative AI: A Review of Methodological Approaches Walkability defined neighborhoods for sustainable cities,

Reference 55

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This paper cites Understanding the Impacts of the COVID-19 Pandemic on Public Transportation Travel Patterns in the City of Lisbon,.

Socio-Economic Consequences of Generative AI: A Review of Methodological Approaches Understanding the Impacts of the COVID-19 Pandemic on Public Transportation Travel Patterns in the City of Lisbon,

Reference 56

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This paper cites Gamification: A key determinant of massive open online course (MOOC) success,.

Socio-Economic Consequences of Generative AI: A Review of Methodological Approaches Gamification: A key determinant of massive open online course (MOOC) success,

Reference 57

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Pith citing papers

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Ethics and Artificial Intelligence Adoption cites this paper.

Ethics and Artificial Intelligence Adoption Socio-Economic Consequences of Generative AI: A Review of Methodological Approaches

Reference 20

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The Nexus between Dataization and Technological Progress in General Equilibrium of Macroeconomics cites this paper.

The Nexus between Dataization and Technological Progress in General Equilibrium of Macroeconomics Socio-Economic Consequences of Generative AI: A Review of Methodological Approaches

Reference 20

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Heterogeneous Agents in the Data Economy cites this paper.

Heterogeneous Agents in the Data Economy Socio-Economic Consequences of Generative AI: A Review of Methodological Approaches

Reference 27

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