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Paper Citation Record · LEDGER

What is Ethical: AIHED Driving Humans or Human-Driven AIHED? A Conceptual Framework enabling the Ethos of AI-driven Higher education

As of 16 August 2026, this Paper Citation Record lists 100 of 191 outbound references and 0 inbound Pith citation observations for arXiv:2503.04751.

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

pith.paper-citation-record.v1
2503.04751 v1

Coverage vector

measured 100 of 191 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-08T21:18:42.737623Z

measured 100 of 100 standing notices

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measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

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measured 0 of 1 external citation measurements

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Source: cited_works

Reference resolution

100 of 191 outbound references displayed

  • verified exact27
  • verified fuzzy0
  • unresolved71
  • parse uncertain0
  • malformed identifier2
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Outbound references

Observation 16566148-79f1-4a9a-88e3-9ee01bf7c769 · outbound

This paper cites Life 3.0: Being human in the age of artificial intelligence.

What is Ethical: AIHED Driving Humans or Human-Driven AIHED? A Conceptual Framework enabling the Ethos of AI-driven Higher education Life 3.0: Being human in the age of artificial intelligence

Reference 1

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Observation f34667f3-cb58-400a-9544-a588d6d1c595 · outbound

This paper cites Being human in the age of artificial intelligence.

What is Ethical: AIHED Driving Humans or Human-Driven AIHED? A Conceptual Framework enabling the Ethos of AI-driven Higher education Being human in the age of artificial intelligence

Reference 2

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Observation c0f5cdbe-bed4-4874-bffd-64233e59f7bc · outbound

This paper cites Artificial intelligence for real.

What is Ethical: AIHED Driving Humans or Human-Driven AIHED? A Conceptual Framework enabling the Ethos of AI-driven Higher education Artificial intelligence for real

Reference 3

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Observation ed69ff01-6dc4-459b-b6bb-865b74bca7b2 · outbound

This paper cites Intelligence Unleashed: An argument for AI in Education.

What is Ethical: AIHED Driving Humans or Human-Driven AIHED? A Conceptual Framework enabling the Ethos of AI-driven Higher education Intelligence Unleashed: An argument for AI in Education

Reference 4

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Observation 28bfff77-74d7-4eb8-b68c-01ad609f05bf · outbound

This paper cites Artificial intelligence in education promises and implications for teaching and learning.

What is Ethical: AIHED Driving Humans or Human-Driven AIHED? A Conceptual Framework enabling the Ethos of AI-driven Higher education Artificial intelligence in education promises and implications for teaching and learning

Reference 5

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Observation 75809a0d-3e14-44ce-bc21-dd00bbed3be7 · outbound

This paper cites Systematic review of research on artificial intelligence applications in higher education–where are the educators? Int J Educ Technol High Educ.

What is Ethical: AIHED Driving Humans or Human-Driven AIHED? A Conceptual Framework enabling the Ethos of AI-driven Higher education Systematic review of research on artificial intelligence applications in higher education–where are the educators? Int J Educ Technol High Educ

Reference 6

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Observation 34e190e0-bf2e-469c-afd0-af1e8ef19b74 · outbound

This paper cites A unified framework of five principles for AI in society.

What is Ethical: AIHED Driving Humans or Human-Driven AIHED? A Conceptual Framework enabling the Ethos of AI-driven Higher education A unified framework of five principles for AI in society

Reference 8

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Observation c71b85dd-e423-4a72-8303-9670eac32005 · outbound

This paper cites AI Governance in Higher Education: Case Studies of Guidance at Big Ten Universities.

What is Ethical: AIHED Driving Humans or Human-Driven AIHED? A Conceptual Framework enabling the Ethos of AI-driven Higher education AI Governance in Higher Education: Case Studies of Guidance at Big Ten Universities

Reference 9

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Observation 8ce6f9ba-7363-4065-9b37-cb80d9b880e7 · outbound

This paper cites A meta systematic review of artificial intelligence in higher education: a call for increased ethics, collaboration, and rigour.

What is Ethical: AIHED Driving Humans or Human-Driven AIHED? A Conceptual Framework enabling the Ethos of AI-driven Higher education A meta systematic review of artificial intelligence in higher education: a call for increased ethics, collaboration, and rigour

Reference 10

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Observation 62fe2cba-b38f-4252-885c-3aba36fb1877 · outbound

This paper cites Artificial intelligence in higher education: the state of the field.

What is Ethical: AIHED Driving Humans or Human-Driven AIHED? A Conceptual Framework enabling the Ethos of AI-driven Higher education Artificial intelligence in higher education: the state of the field

Reference 11

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Observation 409e19f9-6fcc-4bd1-86f3-d261de9676c3 · outbound

This paper cites Artificial intelligence in intelligent tutoring systems toward sustainable education: a systematic review.

What is Ethical: AIHED Driving Humans or Human-Driven AIHED? A Conceptual Framework enabling the Ethos of AI-driven Higher education Artificial intelligence in intelligent tutoring systems toward sustainable education: a systematic review

Reference 12

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Observation 0881d7e4-ffb8-4c9f-a203-645249e311ff · outbound

This paper cites AI in education: A review of personalized learning and educational technology.

What is Ethical: AIHED Driving Humans or Human-Driven AIHED? A Conceptual Framework enabling the Ethos of AI-driven Higher education AI in education: A review of personalized learning and educational technology

Reference 13

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Observation dcda4a4c-ad6d-405b-878c-f16b7686bcf3 · outbound

This paper cites Challenges for the future of educational data mining: The Baker learning analytics prizes.

What is Ethical: AIHED Driving Humans or Human-Driven AIHED? A Conceptual Framework enabling the Ethos of AI-driven Higher education Challenges for the future of educational data mining: The Baker learning analytics prizes

Reference 14

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Observation cba63a42-5e82-4783-aa0d-5113e831dba0 · outbound

This paper cites Exploring the Potential Impact of Artificial Intelligence (AI) on International Students in Higher Education: Generative AI, Chatbots, Analytics, and International Student Success.

What is Ethical: AIHED Driving Humans or Human-Driven AIHED? A Conceptual Framework enabling the Ethos of AI-driven Higher education Exploring the Potential Impact of Artificial Intelligence (AI) on International Students in Higher Education: Generative AI, Chatbots, Analytics, and International Student Success

Reference 15

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Observation be001423-040d-45d2-bd8b-4ff6e89802e5 · outbound

This paper cites Sizing the prize: What’s the real value of AI for your business and how can you capitalise? PwC; 2019.

What is Ethical: AIHED Driving Humans or Human-Driven AIHED? A Conceptual Framework enabling the Ethos of AI-driven Higher education Sizing the prize: What’s the real value of AI for your business and how can you capitalise? PwC; 2019

Reference 16

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Observation 2e69af09-822b-44de-a518-eef2e0a8ab07 · outbound

This paper cites The Impact of AI and LMS Integration on the Future of Higher Education: Opportunities, Challenges, and Strategies for Transformation.

What is Ethical: AIHED Driving Humans or Human-Driven AIHED? A Conceptual Framework enabling the Ethos of AI-driven Higher education The Impact of AI and LMS Integration on the Future of Higher Education: Opportunities, Challenges, and Strategies for Transformation

Reference 17

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Observation b90f9d69-a16c-4d77-a406-b5e56e085a29 · outbound

This paper cites What’s Next in Higher Education: The AI Revolution 2030.

What is Ethical: AIHED Driving Humans or Human-Driven AIHED? A Conceptual Framework enabling the Ethos of AI-driven Higher education What’s Next in Higher Education: The AI Revolution 2030

Reference 18

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Observation fd82236e-ec64-406f-b51a-e6606f1a67b9 · outbound

This paper cites Digital Education Council Global AI Student Survey 2024 AI or Not AI : What Students Want.

What is Ethical: AIHED Driving Humans or Human-Driven AIHED? A Conceptual Framework enabling the Ethos of AI-driven Higher education Digital Education Council Global AI Student Survey 2024 AI or Not AI : What Students Want

Reference 19

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Observation 32500f74-ec9a-4df7-942a-d7d34bcd3a1e · outbound

This paper cites Fairness, Accountability, Transparency, and Ethics (FATE) in Artificial Intelligence (AI) and higher education: A systematic review.

What is Ethical: AIHED Driving Humans or Human-Driven AIHED? A Conceptual Framework enabling the Ethos of AI-driven Higher education Fairness, Accountability, Transparency, and Ethics (FATE) in Artificial Intelligence (AI) and higher education: A systematic review

Reference 20

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Observation c710d4d9-754f-4318-bce8-d2da133f12e5 · outbound

This paper cites Artificial Intelligence (AI) in Higher Education: Growing Academic Integrity and Ethical Concerns.

What is Ethical: AIHED Driving Humans or Human-Driven AIHED? A Conceptual Framework enabling the Ethos of AI-driven Higher education Artificial Intelligence (AI) in Higher Education: Growing Academic Integrity and Ethical Concerns

Reference 21

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Observation 9a02ff2a-9b02-45f6-a1d5-6e21a3b9ffa5 · outbound

This paper cites Generative AI and Higher Education: Trends, Challenges, and Future Directions from a Systematic Literature Review.

What is Ethical: AIHED Driving Humans or Human-Driven AIHED? A Conceptual Framework enabling the Ethos of AI-driven Higher education Generative AI and Higher Education: Trends, Challenges, and Future Directions from a Systematic Literature Review

Reference 22

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Observation 12e52579-9114-4d11-9f95-bc8c3296095e · outbound

This paper cites Ethical artificial intelligence for teaching-learning in higher education.

What is Ethical: AIHED Driving Humans or Human-Driven AIHED? A Conceptual Framework enabling the Ethos of AI-driven Higher education Ethical artificial intelligence for teaching-learning in higher education

Reference 23

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Observation b2b913ea-8b7e-4403-9e32-70a502473334 · outbound

This paper cites Exploring the impact of artificial intelligence on higher education: The dynamics of ethical, social, and educational implications.

What is Ethical: AIHED Driving Humans or Human-Driven AIHED? A Conceptual Framework enabling the Ethos of AI-driven Higher education Exploring the impact of artificial intelligence on higher education: The dynamics of ethical, social, and educational implications

Reference 24

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Observation d0cf41c1-c501-4c06-b408-f4273c7708ca · outbound

This paper cites Human -centred learning analytics and AI in education: A systematic literature review.

What is Ethical: AIHED Driving Humans or Human-Driven AIHED? A Conceptual Framework enabling the Ethos of AI-driven Higher education Human -centred learning analytics and AI in education: A systematic literature review

Reference 25

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Observation db95f121-3e8d-4e42-84ac-8a064b6039a6 · outbound

This paper cites Guidance for generative AI in education and research.

What is Ethical: AIHED Driving Humans or Human-Driven AIHED? A Conceptual Framework enabling the Ethos of AI-driven Higher education Guidance for generative AI in education and research

Reference 26

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Observation ad778f94-4bc5-4edf-bb03-57b30955b66e · outbound

This paper cites Artificial intelligence index report 2023.

What is Ethical: AIHED Driving Humans or Human-Driven AIHED? A Conceptual Framework enabling the Ethos of AI-driven Higher education Artificial intelligence index report 2023

Reference 27

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Observation b7266547-e65d-47a5-9853-f49e92c06378 · outbound

This paper cites Impact of Artificial Intelligence (AI) in Addressing Students at-Risk Challenges in Higher Education (HE).

What is Ethical: AIHED Driving Humans or Human-Driven AIHED? A Conceptual Framework enabling the Ethos of AI-driven Higher education Impact of Artificial Intelligence (AI) in Addressing Students at-Risk Challenges in Higher Education (HE)

Reference 28

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Observation f962bdb9-be15-4c24-afc4-a226f2a8545d · outbound

This paper cites AI Index Report 2023: Measuring trends in Artificial Intelligence.

What is Ethical: AIHED Driving Humans or Human-Driven AIHED? A Conceptual Framework enabling the Ethos of AI-driven Higher education AI Index Report 2023: Measuring trends in Artificial Intelligence

Reference 29

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Observation 613ebb5b-7e82-4e05-84ff-6fa86e4ba880 · outbound

This paper cites The educational value of artificial intelligence in higher education: a 10-year systematic literature review.

What is Ethical: AIHED Driving Humans or Human-Driven AIHED? A Conceptual Framework enabling the Ethos of AI-driven Higher education The educational value of artificial intelligence in higher education: a 10-year systematic literature review

Reference 30

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Observation bbe07656-d180-4738-b56f-7a0093de5a3b · outbound

This paper cites Recommendation on the Ethics of Artificial Intelligence.

What is Ethical: AIHED Driving Humans or Human-Driven AIHED? A Conceptual Framework enabling the Ethos of AI-driven Higher education Recommendation on the Ethics of Artificial Intelligence

Reference 31

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Observation 2bfb45e6-4a1b-4d12-be41-7dcbff192381 · outbound

This paper cites Everyone wants to do the model work, not the data work.

What is Ethical: AIHED Driving Humans or Human-Driven AIHED? A Conceptual Framework enabling the Ethos of AI-driven Higher education Everyone wants to do the model work, not the data work

Reference 32

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Observation e00999d8-ef1d-40f6-b89b-f6d1837d0ae6 · outbound

This paper cites Six Human- Centered Artificial Intelligence Grand Challenges.

What is Ethical: AIHED Driving Humans or Human-Driven AIHED? A Conceptual Framework enabling the Ethos of AI-driven Higher education Six Human- Centered Artificial Intelligence Grand Challenges

Reference 33

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Observation 6a1c6d84-bf92-4a0b-b7b0-90bd4e145862 · outbound

This paper cites Ethical Aspects of the Impact of AI: the Status of Humans in the Era of Artificial Intelligence.

What is Ethical: AIHED Driving Humans or Human-Driven AIHED? A Conceptual Framework enabling the Ethos of AI-driven Higher education Ethical Aspects of the Impact of AI: the Status of Humans in the Era of Artificial Intelligence

Reference 34

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Observation 61a407fb-a3c8-47d9-9bf3-5f8bcd41649d · outbound

This paper cites Technopoly: The surrender of culture to technology.

What is Ethical: AIHED Driving Humans or Human-Driven AIHED? A Conceptual Framework enabling the Ethos of AI-driven Higher education Technopoly: The surrender of culture to technology

Reference 35

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Observation c7c1f0bf-afb0-4e34-9fed-6c192cf20bef · outbound

This paper cites More than tools? Making sense of the ongoing digitizations of higher education.

What is Ethical: AIHED Driving Humans or Human-Driven AIHED? A Conceptual Framework enabling the Ethos of AI-driven Higher education More than tools? Making sense of the ongoing digitizations of higher education

Reference 36

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Observation da7c533c-4988-489e-a80e-f1558d31a437 · outbound

This paper cites A systematic review of literature reviews on artificial intelligence in education (AIED): a roadmap to a future research agenda.

What is Ethical: AIHED Driving Humans or Human-Driven AIHED? A Conceptual Framework enabling the Ethos of AI-driven Higher education A systematic review of literature reviews on artificial intelligence in education (AIED): a roadmap to a future research agenda

Reference 37

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Observation e107e219-e7c3-46d5-ac0b-a15b28c0572b · outbound

This paper cites Artificial Intelligence Integration: Pedagogical Strategies and Policies at Leading Universities.

What is Ethical: AIHED Driving Humans or Human-Driven AIHED? A Conceptual Framework enabling the Ethos of AI-driven Higher education Artificial Intelligence Integration: Pedagogical Strategies and Policies at Leading Universities

Reference 38

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correction dated 2024-11-18. Source: crossref record 10.1007/s10755-024-09761-1->10.1007/s10755-024-09749-x:correction, observed 2026-07-09T06:30:28.683998+00:00. This notice travels one citation hop only.

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Observation 6baeb355-3722-4d97-93e2-4a5a73688932 · outbound

This paper cites Ethics of AI in Education: Towards a Community-Wide Framework.

What is Ethical: AIHED Driving Humans or Human-Driven AIHED? A Conceptual Framework enabling the Ethos of AI-driven Higher education Ethics of AI in Education: Towards a Community-Wide Framework

Reference 40

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Observation 4d4c3165-24d2-47c5-947b-88e0117be60b · outbound

This paper cites Educause Horizon report: 2019 Higher Education edition.

What is Ethical: AIHED Driving Humans or Human-Driven AIHED? A Conceptual Framework enabling the Ethos of AI-driven Higher education Educause Horizon report: 2019 Higher Education edition

Reference 41

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Observation 257c02c4-1aec-4eeb-a6d9-8b2c5dd47579 · outbound

This paper cites The question concerning technology.

What is Ethical: AIHED Driving Humans or Human-Driven AIHED? A Conceptual Framework enabling the Ethos of AI-driven Higher education The question concerning technology

Reference 42

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Observation b85806ed-9f92-4f51-bb56-b61d6a472bb0 · outbound

This paper cites The question concerning technology.

What is Ethical: AIHED Driving Humans or Human-Driven AIHED? A Conceptual Framework enabling the Ethos of AI-driven Higher education The question concerning technology

Reference 43

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Observation 5b6fc97b-0f6d-4397-a30b-525dc848b515 · outbound

This paper cites AI ethics as a complex and multifaceted challenge: decoding educators’ AI ethics alignment through the lens of activity theory.

What is Ethical: AIHED Driving Humans or Human-Driven AIHED? A Conceptual Framework enabling the Ethos of AI-driven Higher education AI ethics as a complex and multifaceted challenge: decoding educators’ AI ethics alignment through the lens of activity theory

Reference 44

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Observation 89a2a633-0bcf-47b1-8bdc-7b6247dc3a31 · outbound

This paper cites A Social Perspective on AI in the Higher Education System: A Semisystematic Literature Review.

What is Ethical: AIHED Driving Humans or Human-Driven AIHED? A Conceptual Framework enabling the Ethos of AI-driven Higher education A Social Perspective on AI in the Higher Education System: A Semisystematic Literature Review

Reference 45

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Observation 9c3c2030-de2f-4477-8013-2d6cd6340b7d · outbound

This paper cites Meta‐synthesis method for qualitative research: a literature review.

What is Ethical: AIHED Driving Humans or Human-Driven AIHED? A Conceptual Framework enabling the Ethos of AI-driven Higher education Meta‐synthesis method for qualitative research: a literature review

Reference 46

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Observation c59de8b7-b335-4573-8039-41587fda87c5 · outbound

This paper cites Introduction To Theorygenerating Meta- Synthesis Research.

What is Ethical: AIHED Driving Humans or Human-Driven AIHED? A Conceptual Framework enabling the Ethos of AI-driven Higher education Introduction To Theorygenerating Meta- Synthesis Research

Reference 47

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Observation 49d1e850-3bc8-4a8a-baf0-6d83006c6af2 · outbound

This paper cites Secondary analysis of qualitative data: An overview.

What is Ethical: AIHED Driving Humans or Human-Driven AIHED? A Conceptual Framework enabling the Ethos of AI-driven Higher education Secondary analysis of qualitative data: An overview

Reference 48

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Observation 90d5b97b-b8f6-4299-b9d5-0b27e40f99fe · outbound

This paper cites Qualitative meta‐synthesis: a question of dialoguing with texts.

What is Ethical: AIHED Driving Humans or Human-Driven AIHED? A Conceptual Framework enabling the Ethos of AI-driven Higher education Qualitative meta‐synthesis: a question of dialoguing with texts

Reference 49

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Observation 9fa7ad1d-d3ab-4cb5-a0c9-444542b264a1 · outbound

This paper cites OECD principles on artificial intelligence.

What is Ethical: AIHED Driving Humans or Human-Driven AIHED? A Conceptual Framework enabling the Ethos of AI-driven Higher education OECD principles on artificial intelligence

Reference 50

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Observation 92ae9b42-d7f8-4393-97f1-c37fbee8f051 · outbound

This paper cites Ethics of Autonomous and Intelligent Systems.

What is Ethical: AIHED Driving Humans or Human-Driven AIHED? A Conceptual Framework enabling the Ethos of AI-driven Higher education Ethics of Autonomous and Intelligent Systems

Reference 51

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Observation 85c1f500-ea53-4e89-a94d-f64d5a53274d · outbound

This paper cites Technology acceptance model.

What is Ethical: AIHED Driving Humans or Human-Driven AIHED? A Conceptual Framework enabling the Ethos of AI-driven Higher education Technology acceptance model

Reference 52

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Observation ece710c9-b03e-4967-bcdd-b5d602313ab4 · outbound

This paper cites Diffusion of innovations, 5th edn London.

What is Ethical: AIHED Driving Humans or Human-Driven AIHED? A Conceptual Framework enabling the Ethos of AI-driven Higher education Diffusion of innovations, 5th edn London

Reference 53

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Observation 5db33f1d-9780-4c7d-b96b-658448e69056 · outbound

This paper cites Technology acceptance model 3 and a research agenda on interventions.

What is Ethical: AIHED Driving Humans or Human-Driven AIHED? A Conceptual Framework enabling the Ethos of AI-driven Higher education Technology acceptance model 3 and a research agenda on interventions

Reference 54

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Observation 6af06368-3287-4a85-8d15-e2e410cdb6f1 · outbound

This paper cites Reflections on the transition from elite to mass to universal access: Forms and phases of higher education in modern societies since WWII.

What is Ethical: AIHED Driving Humans or Human-Driven AIHED? A Conceptual Framework enabling the Ethos of AI-driven Higher education Reflections on the transition from elite to mass to universal access: Forms and phases of higher education in modern societies since WWII

Reference 55

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Observation 876bea8c-a725-47f6-b163-a5c3a70d3253 · outbound

This paper cites The forms of capital.(1986).

What is Ethical: AIHED Driving Humans or Human-Driven AIHED? A Conceptual Framework enabling the Ethos of AI-driven Higher education The forms of capital.(1986)

Reference 56

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Observation 6dfe071d-4b41-451e-a7d3-dab679ef4cc2 · outbound

This paper cites Handbook for synthesizing qualitative research.

What is Ethical: AIHED Driving Humans or Human-Driven AIHED? A Conceptual Framework enabling the Ethos of AI-driven Higher education Handbook for synthesizing qualitative research

Reference 57

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Observation 56ee52ee-3074-48bf-832c-529ec690e655 · outbound

This paper cites Meta-ethnography: Synthesizing qualitative studies.

What is Ethical: AIHED Driving Humans or Human-Driven AIHED? A Conceptual Framework enabling the Ethos of AI-driven Higher education Meta-ethnography: Synthesizing qualitative studies

Reference 58

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Observation 29a315eb-3906-4336-ba24-8abf0fd3464f · outbound

This paper cites Synthesizing qualitative research: choosing the right approach.

What is Ethical: AIHED Driving Humans or Human-Driven AIHED? A Conceptual Framework enabling the Ethos of AI-driven Higher education Synthesizing qualitative research: choosing the right approach

Reference 59

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Observation df16d1b8-502b-464b-9b13-ff8c1cb0a133 · outbound

This paper cites Algorithmic bias: review, synthesis, and future research directions.

What is Ethical: AIHED Driving Humans or Human-Driven AIHED? A Conceptual Framework enabling the Ethos of AI-driven Higher education Algorithmic bias: review, synthesis, and future research directions

Reference 60

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Observation afc191d0-6d46-4f5b-af9c-f13636e1a25e · outbound

This paper cites SDG 4, Academic In tegrity and Artificial Intelligence: Clash or Win-Win Cooperation? Sustainability.

What is Ethical: AIHED Driving Humans or Human-Driven AIHED? A Conceptual Framework enabling the Ethos of AI-driven Higher education SDG 4, Academic In tegrity and Artificial Intelligence: Clash or Win-Win Cooperation? Sustainability

Reference 61

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Observation e26a654a-c389-42e4-8efe-ad2f095ffba5 · outbound

This paper cites ARTIFICIAL INTELLIGENCE DUALITY.

What is Ethical: AIHED Driving Humans or Human-Driven AIHED? A Conceptual Framework enabling the Ethos of AI-driven Higher education ARTIFICIAL INTELLIGENCE DUALITY

Reference 62

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Observation e1b97b26-c95d-4c13-bbae-25e75728ea7e · outbound

This paper cites AI Risk Management Framework.

What is Ethical: AIHED Driving Humans or Human-Driven AIHED? A Conceptual Framework enabling the Ethos of AI-driven Higher education AI Risk Management Framework

Reference 63

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Observation 5ed11f3e-e016-4b8d-8fa6-1c00ea8d8c46 · outbound

This paper cites Methods for the thematic synthesis of qualitative research in systematic reviews.

What is Ethical: AIHED Driving Humans or Human-Driven AIHED? A Conceptual Framework enabling the Ethos of AI-driven Higher education Methods for the thematic synthesis of qualitative research in systematic reviews

Reference 64

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Observation b830c0bd-eb80-402d-8ad9-c68fec8b4bc7 · outbound

This paper cites Overlooking the conceptual framework.

What is Ethical: AIHED Driving Humans or Human-Driven AIHED? A Conceptual Framework enabling the Ethos of AI-driven Higher education Overlooking the conceptual framework

Reference 65

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Observation 7fde0ed0-1912-4133-92b4-cb231cebe731 · outbound

This paper cites Academic and Administrative Role of Artificial Intelligence in Education.

What is Ethical: AIHED Driving Humans or Human-Driven AIHED? A Conceptual Framework enabling the Ethos of AI-driven Higher education Academic and Administrative Role of Artificial Intelligence in Education

Reference 66

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Observation 9d61805f-bd50-4895-8582-d1a92cbe2e69 · outbound

This paper cites an unresolved cited work.

What is Ethical: AIHED Driving Humans or Human-Driven AIHED? A Conceptual Framework enabling the Ethos of AI-driven Higher education Unresolved cited work

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Observation 34ff0e5e-344b-4970-b63e-15203c55297d · outbound

This paper cites Algorithmic bias in education.

What is Ethical: AIHED Driving Humans or Human-Driven AIHED? A Conceptual Framework enabling the Ethos of AI-driven Higher education Algorithmic bias in education

Reference 68

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Observation b9edb64a-69dd-4484-be79-0ad69f452189 · outbound

This paper cites Keeping artificial intelligence real: The importance of AI governance.

What is Ethical: AIHED Driving Humans or Human-Driven AIHED? A Conceptual Framework enabling the Ethos of AI-driven Higher education Keeping artificial intelligence real: The importance of AI governance

Reference 69

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Observation 0de1bf2d-edcf-4d50-85bb-d5c3d373d891 · outbound

This paper cites A Definition of Artificial Intelligence.

What is Ethical: AIHED Driving Humans or Human-Driven AIHED? A Conceptual Framework enabling the Ethos of AI-driven Higher education A Definition of Artificial Intelligence

Reference 71

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Observation d4269fc9-e8f3-4c26-804d-cea04feec483 · outbound

This paper cites Artificial intelligence: a modern approach.

What is Ethical: AIHED Driving Humans or Human-Driven AIHED? A Conceptual Framework enabling the Ethos of AI-driven Higher education Artificial intelligence: a modern approach

Reference 72

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Observation c50faeaa-926f-4fcd-a851-6745b5835fcd · outbound

This paper cites Evolution and Revolution in Artificial Intelligence in Education.

What is Ethical: AIHED Driving Humans or Human-Driven AIHED? A Conceptual Framework enabling the Ethos of AI-driven Higher education Evolution and Revolution in Artificial Intelligence in Education

Reference 74

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Observation c39912c0-2206-4c2f-9527-42b8c3b93aba · outbound

This paper cites Application and theory gaps during the rise of Artificial Intelligence in Education.

What is Ethical: AIHED Driving Humans or Human-Driven AIHED? A Conceptual Framework enabling the Ethos of AI-driven Higher education Application and theory gaps during the rise of Artificial Intelligence in Education

Reference 75

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Observation 6dea56e1-6b09-40d2-9e0d-29515e50a85f · outbound

This paper cites A Retrospective Analysis of Artificial Intelligence in Education ( AIEd ) Studies : Perspectives , Learning Theories , Challenges , and Emerging Oppor tunities.

What is Ethical: AIHED Driving Humans or Human-Driven AIHED? A Conceptual Framework enabling the Ethos of AI-driven Higher education A Retrospective Analysis of Artificial Intelligence in Education ( AIEd ) Studies : Perspectives , Learning Theories , Challenges , and Emerging Oppor tunities

Reference 76

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Observation f19427f0-9607-43bb-b4b7-18a4d9ac4da1 · outbound

This paper cites How technology is shaping learning in higher education.

What is Ethical: AIHED Driving Humans or Human-Driven AIHED? A Conceptual Framework enabling the Ethos of AI-driven Higher education How technology is shaping learning in higher education

Reference 77

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Observation c2c37db3-41bb-4ad0-9b27-d81df01922ec · outbound

This paper cites Artificial Intelligence Adoption in the Post COVID-19 New-Normal and Role of Smart Technologies in Transforming Business: a Review.

What is Ethical: AIHED Driving Humans or Human-Driven AIHED? A Conceptual Framework enabling the Ethos of AI-driven Higher education Artificial Intelligence Adoption in the Post COVID-19 New-Normal and Role of Smart Technologies in Transforming Business: a Review

Reference 78

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Observation 6e7e6c03-a0e0-42f1-a8d0-06d40695d4c7 · outbound

This paper cites Intelligence unleashed: An argument for AI in education.

What is Ethical: AIHED Driving Humans or Human-Driven AIHED? A Conceptual Framework enabling the Ethos of AI-driven Higher education Intelligence unleashed: An argument for AI in education

Reference 79

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Observation 674bfb84-105b-4fd4-8035-15a808f5a2e2 · outbound

This paper cites Artificial Intelligence Index Report 2024.

What is Ethical: AIHED Driving Humans or Human-Driven AIHED? A Conceptual Framework enabling the Ethos of AI-driven Higher education Artificial Intelligence Index Report 2024

Reference 80

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Observation 49e8c90c-ff2e-4d4b-af3b-153cb42b2764 · outbound

This paper cites Artificial Intelligence (AI) in Education Market Report.

What is Ethical: AIHED Driving Humans or Human-Driven AIHED? A Conceptual Framework enabling the Ethos of AI-driven Higher education Artificial Intelligence (AI) in Education Market Report

Reference 81

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Observation 2d2412e4-8b53-4ac2-9986-9f24dd7578d1 · outbound

This paper cites Pearson 2024 End of Year AI Report for Higher Education.

What is Ethical: AIHED Driving Humans or Human-Driven AIHED? A Conceptual Framework enabling the Ethos of AI-driven Higher education Pearson 2024 End of Year AI Report for Higher Education

Reference 82

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Observation de487f7f-9bbc-4edb-aa28-d4bce231b083 · outbound

This paper cites an unresolved cited work.

What is Ethical: AIHED Driving Humans or Human-Driven AIHED? A Conceptual Framework enabling the Ethos of AI-driven Higher education Unresolved cited work

Reference 83

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Observation 8165b530-68a1-464a-b783-5d17ab48f689 · outbound

This paper cites Artificial intelligence in education: Opportunities and challenges for a new era.

What is Ethical: AIHED Driving Humans or Human-Driven AIHED? A Conceptual Framework enabling the Ethos of AI-driven Higher education Artificial intelligence in education: Opportunities and challenges for a new era

Reference 84

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Observation 3c8e92a9-f0d0-478f-99fa-209b57b75e03 · outbound

This paper cites A conceptual framework for human –AI hybrid adaptivity in education.

What is Ethical: AIHED Driving Humans or Human-Driven AIHED? A Conceptual Framework enabling the Ethos of AI-driven Higher education A conceptual framework for human –AI hybrid adaptivity in education

Reference 85

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Observation 5b6388dc-fdc2-458e-b2be-e0c44037ea71 · outbound

This paper cites Managing the Strategic Transformation of Higher Education through Artificial Intelligence.

What is Ethical: AIHED Driving Humans or Human-Driven AIHED? A Conceptual Framework enabling the Ethos of AI-driven Higher education Managing the Strategic Transformation of Higher Education through Artificial Intelligence

Reference 86

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Observation 22bed82b-c155-404d-9493-c30fd5bc16bd · outbound

This paper cites Institutional Policies on Artificial Intelligence in University Learning, Teaching and Research.

What is Ethical: AIHED Driving Humans or Human-Driven AIHED? A Conceptual Framework enabling the Ethos of AI-driven Higher education Institutional Policies on Artificial Intelligence in University Learning, Teaching and Research

Reference 87

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Observation b0fdaaad-8581-4204-bdb7-c34c6717a488 · outbound

This paper cites A comprehensive AI policy education framework for university teaching and learning.

What is Ethical: AIHED Driving Humans or Human-Driven AIHED? A Conceptual Framework enabling the Ethos of AI-driven Higher education A comprehensive AI policy education framework for university teaching and learning

Reference 88

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Observation 3641521f-c700-4170-bf37-0c5521270c51 · outbound

This paper cites Being a university.

What is Ethical: AIHED Driving Humans or Human-Driven AIHED? A Conceptual Framework enabling the Ethos of AI-driven Higher education Being a university

Reference 89

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Observation ab1ddb3b-d3c2-4b9e-ba2c-6096080a6f8e · outbound

This paper cites 2021 AI Index Report.

What is Ethical: AIHED Driving Humans or Human-Driven AIHED? A Conceptual Framework enabling the Ethos of AI-driven Higher education 2021 AI Index Report

Reference 90

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Observation 07a01c6a-9b9c-4d25-8e5e-258c0f809d3d · outbound

This paper cites Diffusion of innovations.

What is Ethical: AIHED Driving Humans or Human-Driven AIHED? A Conceptual Framework enabling the Ethos of AI-driven Higher education Diffusion of innovations

Reference 91

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Observation c3e46ec9-a338-41ee-9861-715b34e21b09 · outbound

This paper cites Constructive evolution: Origins and development of Piaget’s thought.

What is Ethical: AIHED Driving Humans or Human-Driven AIHED? A Conceptual Framework enabling the Ethos of AI-driven Higher education Constructive evolution: Origins and development of Piaget’s thought

Reference 92

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Observation ed4293d4-7aa0-4957-b855-3428520a032d · outbound

This paper cites Humon Development Celebrating Divergence: Piaget and Vygotsky1.

What is Ethical: AIHED Driving Humans or Human-Driven AIHED? A Conceptual Framework enabling the Ethos of AI-driven Higher education Humon Development Celebrating Divergence: Piaget and Vygotsky1

Reference 93

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Observation 5be762b2-94e0-49fc-a169-2909acbc88d0 · outbound

This paper cites The AI index 2021 annual report.

What is Ethical: AIHED Driving Humans or Human-Driven AIHED? A Conceptual Framework enabling the Ethos of AI-driven Higher education The AI index 2021 annual report

Reference 94

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source=pdf_text observed=2026-08-08T21:18:42.289170Z digest=sha256:4ddb83cc09a591bc04f96478ca83b449dcd642ce0b2ee01c5c7de051d31f7dd0

Observation c24572c1-dc7b-4c9a-bebc-137261aa8eaf · outbound

This paper cites Creative Applications of Artificial Intelligence in Education.

What is Ethical: AIHED Driving Humans or Human-Driven AIHED? A Conceptual Framework enabling the Ethos of AI-driven Higher education Creative Applications of Artificial Intelligence in Education

Reference 95

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Observation 0eb3bfb4-fd8a-4eb3-8c75-ae2ca8246413 · outbound

This paper cites Advantages and Disadvantages of Using Artificial Intelligence in Higher Education.

What is Ethical: AIHED Driving Humans or Human-Driven AIHED? A Conceptual Framework enabling the Ethos of AI-driven Higher education Advantages and Disadvantages of Using Artificial Intelligence in Higher Education

Reference 96

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Observation 2376424f-b6ee-43cc-bdfc-9cb999b52526 · outbound

This paper cites Enhancing accessibility to analytics courses in higher education through AI, simulation, and e-collaborative tools.

What is Ethical: AIHED Driving Humans or Human-Driven AIHED? A Conceptual Framework enabling the Ethos of AI-driven Higher education Enhancing accessibility to analytics courses in higher education through AI, simulation, and e-collaborative tools

Reference 97

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Observation ee7af371-6423-4c95-aefc-b046d0953a53 · outbound

This paper cites Integration of AI Training in the Field of Higher Education in the Republic of Bulgaria: An Overview.

What is Ethical: AIHED Driving Humans or Human-Driven AIHED? A Conceptual Framework enabling the Ethos of AI-driven Higher education Integration of AI Training in the Field of Higher Education in the Republic of Bulgaria: An Overview

Reference 98

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Observation b3bb3f4d-93b5-442f-a88f-7b14ad6d98a8 · outbound

This paper cites Leveraging ICT and Generative AI in Higher Education for Sustainable Development: The Case of a Lebanese Private University.

What is Ethical: AIHED Driving Humans or Human-Driven AIHED? A Conceptual Framework enabling the Ethos of AI-driven Higher education Leveraging ICT and Generative AI in Higher Education for Sustainable Development: The Case of a Lebanese Private University

Reference 99

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Observation 778a7abd-b51f-4c48-b011-3587cb42ab96 · outbound

This paper cites Artificial Intelligence in Higher Education: A Predictive Model for Academic Performance.

What is Ethical: AIHED Driving Humans or Human-Driven AIHED? A Conceptual Framework enabling the Ethos of AI-driven Higher education Artificial Intelligence in Higher Education: A Predictive Model for Academic Performance

Reference 100

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Observation 42dfeef6-47fc-483e-9dd9-f128de3214ad · outbound

This paper cites Applicability of ChatGPT in Assisting to Solve Higher Order Problems in Pathology.

What is Ethical: AIHED Driving Humans or Human-Driven AIHED? A Conceptual Framework enabling the Ethos of AI-driven Higher education Applicability of ChatGPT in Assisting to Solve Higher Order Problems in Pathology

Reference 101

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source=pdf_text observed=2026-08-08T21:18:42.694935Z digest=sha256:0d067d111e0095f8df62f77635da46ffcd6db1ec0b8c6d95bbdafe51b722cd87

Observation ce8a05cb-1e33-437e-91bc-fbb75421a5ef · outbound

This paper cites Artificial Intelligence in Africa: Emerging Challenges.

What is Ethical: AIHED Driving Humans or Human-Driven AIHED? A Conceptual Framework enabling the Ethos of AI-driven Higher education Artificial Intelligence in Africa: Emerging Challenges

Reference 102

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source=pdf_text observed=2026-08-08T21:18:42.730355Z digest=sha256:51caff672e6a0b696c69d55736de712bf701bea933de4727df7fa0e82a3fb1f5

Observation b4609643-f26b-4de2-a427-f3ff04f6210a · outbound

This paper cites Artificial intelligence in education: A systematic literature review.

What is Ethical: AIHED Driving Humans or Human-Driven AIHED? A Conceptual Framework enabling the Ethos of AI-driven Higher education Artificial intelligence in education: A systematic literature review

Reference 103

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source=pdf_text observed=2026-08-08T21:18:42.734841Z digest=sha256:20dd5842ff269dcf29e6ddd669a9d19fe9023ffec95b6e71d52589d7990d8acd

Observation f348351e-7b38-4fe1-ad7c-b32a2794fbc9 · outbound

This paper cites Intelligent educational technologies in individual learning: a systematic literature review.

What is Ethical: AIHED Driving Humans or Human-Driven AIHED? A Conceptual Framework enabling the Ethos of AI-driven Higher education Intelligent educational technologies in individual learning: a systematic literature review

Reference 104

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Pith citing papers

No inbound Pith citation observations are available.