Publication

Legal research at the intersection of law, technology, economics, behavioural science and quantitative methods.

1. ELI Principles and Guidance for Enforcement Against Digital AssetsEuropean Law Institute · Member of the Consultative Committee

   Institutional contributionsTechnology & digital regulationEN

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   European Law Institute, ELI Principles and Guidance for Enforcement Against Digital Assets (European Law Institute 2025) <https://www.europeanlawinstitute.eu/projects-publications/current-projects/current-projects/eli-enforcement-against-digital-assets/>

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   MLA

   European Law Institute. ELI Principles and Guidance for Enforcement Against Digital Assets. European Law Institute, 2025, https://www.europeanlawinstitute.eu/projects-publications/current-projects/current-projects/eli-enforcement-against-digital-assets/.

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   APA

   European Law Institute. (2025). ELI Principles and Guidance for Enforcement Against Digital Assets. European Law Institute. https://www.europeanlawinstitute.eu/projects-publications/current-projects/current-projects/eli-enforcement-against-digital-assets/

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   Chicago

   European Law Institute. ELI Principles and Guidance for Enforcement Against Digital Assets. European Law Institute, 2025. https://www.europeanlawinstitute.eu/projects-publications/current-projects/current-projects/eli-enforcement-against-digital-assets/.

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   Harvard

   European Law Institute (2025) ELI Principles and Guidance for Enforcement Against Digital Assets. European Law Institute. Available at: https://www.europeanlawinstitute.eu/projects-publications/current-projects/current-projects/eli-enforcement-against-digital-assets/.

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   Vancouver

   European Law Institute. ELI Principles and Guidance for Enforcement Against Digital Assets. European Law Institute; 2025. Available from: https://www.europeanlawinstitute.eu/projects-publications/current-projects/current-projects/eli-enforcement-against-digital-assets/

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   2025
2. A Comparative Law Approach on the Conceptualisation of the Environmental Accountability Principle Towards International Environmental JusticeSustainability Law & Policy eJournal · Comparative Law & Trans-National Studies eJournal (CMBO)

   Environment & complianceEN

   Shows how fragmented rules let polluters choose the most lenient jurisdiction, and how a common accountability principle could close that gap.

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   OSCOLA

   Habbine Estelle Kim, ‘A Comparative Law Approach on the Conceptualisation of the Environmental Accountability Principle Towards International Environmental Justice’ (SSRN, 2025) <https://ssrn.com/abstract=5284084>

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   MLA

   Kim, Habbine Estelle. “A Comparative Law Approach on the Conceptualisation of the Environmental Accountability Principle Towards International Environmental Justice.” Available at SSRN 5284084 (2025).

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   APA

   Kim, H. E. (2025). A Comparative Law Approach on the Conceptualisation of the Environmental Accountability Principle Towards International Environmental Justice. Available at SSRN 5284084. https://ssrn.com/abstract=5284084

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   Chicago

   Kim, Habbine Estelle. “A Comparative Law Approach on the Conceptualisation of the Environmental Accountability Principle Towards International Environmental Justice.” Available at SSRN 5284084 (2025).

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   Harvard

   Kim, H.E. (2025) A Comparative Law Approach on the Conceptualisation of the Environmental Accountability Principle Towards International Environmental Justice. Available at SSRN 5284084.

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   Vancouver

   Kim HE. A Comparative Law Approach on the Conceptualisation of the Environmental Accountability Principle Towards International Environmental Justice. Available at SSRN 5284084. 2025.

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   2025
3. ELI Guiding Principles and Model Rules on Digital Assistants for Consumer ContractsEuropean Law Institute · Member of the Consultative Committee

   Institutional contributionsTechnology & digital regulationEN

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   OSCOLA

   European Law Institute, ELI Guiding Principles and Model Rules on Digital Assistants for Consumer Contracts (European Law Institute 2025) <https://www.europeanlawinstitute.eu/fileadmin/user_upload/p_eli/Projects/Algorithmic_Contracts/Guiding_Principles_and_Model_Rules_on_Digital_Assistants_for_Consumer_Contracts.pdf>

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   MLA

   European Law Institute. ELI Guiding Principles and Model Rules on Digital Assistants for Consumer Contracts. European Law Institute, 2025, https://www.europeanlawinstitute.eu/fileadmin/user_upload/p_eli/Projects/Algorithmic_Contracts/Guiding_Principles_and_Model_Rules_on_Digital_Assistants_for_Consumer_Contracts.pdf.

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   APA

   European Law Institute. (2025). ELI Guiding Principles and Model Rules on Digital Assistants for Consumer Contracts. European Law Institute. https://www.europeanlawinstitute.eu/fileadmin/user_upload/p_eli/Projects/Algorithmic_Contracts/Guiding_Principles_and_Model_Rules_on_Digital_Assistants_for_Consumer_Contracts.pdf

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   Chicago

   European Law Institute. ELI Guiding Principles and Model Rules on Digital Assistants for Consumer Contracts. European Law Institute, 2025. https://www.europeanlawinstitute.eu/fileadmin/user_upload/p_eli/Projects/Algorithmic_Contracts/Guiding_Principles_and_Model_Rules_on_Digital_Assistants_for_Consumer_Contracts.pdf.

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   Harvard

   European Law Institute (2025) ELI Guiding Principles and Model Rules on Digital Assistants for Consumer Contracts. European Law Institute. Available at: https://www.europeanlawinstitute.eu/fileadmin/user_upload/p_eli/Projects/Algorithmic_Contracts/Guiding_Principles_and_Model_Rules_on_Digital_Assistants_for_Consumer_Contracts.pdf.

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   Vancouver

   European Law Institute. ELI Guiding Principles and Model Rules on Digital Assistants for Consumer Contracts. European Law Institute; 2025. Available from: https://www.europeanlawinstitute.eu/fileadmin/user_upload/p_eli/Projects/Algorithmic_Contracts/Guiding_Principles_and_Model_Rules_on_Digital_Assistants_for_Consumer_Contracts.pdf

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   2025
4. AFEC Observations on the Contribution of Competition Law to the Promotion of Sustainable DevelopmentAssociation française d’étude de la concurrence (AFEC) · Young people, Coordinator

   Institutional contributionsEnvironment & complianceFR

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   Association française d’étude de la concurrence, AFEC Observations on the Contribution of Competition Law to the Promotion of Sustainable Development (AFEC 2025) <https://afec.asso.fr/observations-de-lafec-sur-la-contribution-du-droit-de-la-concurrence-a-la-promotion-du-developpement-durable/>

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   Association française d’étude de la concurrence. AFEC Observations on the Contribution of Competition Law to the Promotion of Sustainable Development. AFEC, 2025, https://afec.asso.fr/observations-de-lafec-sur-la-contribution-du-droit-de-la-concurrence-a-la-promotion-du-developpement-durable/.

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   APA

   Association française d’étude de la concurrence. (2025). AFEC Observations on the Contribution of Competition Law to the Promotion of Sustainable Development. AFEC. https://afec.asso.fr/observations-de-lafec-sur-la-contribution-du-droit-de-la-concurrence-a-la-promotion-du-developpement-durable/

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   Chicago

   Association française d’étude de la concurrence. AFEC Observations on the Contribution of Competition Law to the Promotion of Sustainable Development. AFEC, 2025. https://afec.asso.fr/observations-de-lafec-sur-la-contribution-du-droit-de-la-concurrence-a-la-promotion-du-developpement-durable/.

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   Association française d’étude de la concurrence (2025) AFEC Observations on the Contribution of Competition Law to the Promotion of Sustainable Development. AFEC. Available at: https://afec.asso.fr/observations-de-lafec-sur-la-contribution-du-droit-de-la-concurrence-a-la-promotion-du-developpement-durable/.

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   Vancouver

   Association française d’étude de la concurrence. AFEC Observations on the Contribution of Competition Law to the Promotion of Sustainable Development. AFEC; 2025. Available from: https://afec.asso.fr/observations-de-lafec-sur-la-contribution-du-droit-de-la-concurrence-a-la-promotion-du-developpement-durable/

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   2025
5. Global Environmental Impact & Efficiency Valuation Model: A Practical Legal & Compliance Tool Through Mathematical Modeling and Statistical AnalysisInternational Environmental Law eJournal · Law, Policy & Economics of Technical Standards eJournal

   Environment & complianceENQuantitative model

   Proposes an index combining legal, economic and policy factors to compare environmental impact and efficiency, and to help detect misleading reporting.

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   OSCOLA

   Habbine Estelle Kim, ‘Global Environmental Impact & Efficiency Valuation Model: A Practical Legal & Compliance Tool Through Mathematical Modeling and Statistical Analysis’ (SSRN, 2024) <https://ssrn.com/abstract=4884010>

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   Kim, Habbine Estelle. “Global Environmental Impact & Efficiency Valuation Model: A Practical Legal & Compliance Tool Through Mathematical Modeling and Statistical Analysis.” Available at SSRN 4884010 (2024).

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   APA

   Kim, H. E. (2024). Global Environmental Impact & Efficiency Valuation Model: A Practical Legal & Compliance Tool Through Mathematical Modeling and Statistical Analysis. Available at SSRN 4884010. https://ssrn.com/abstract=4884010

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   Chicago

   Kim, Habbine Estelle. “Global Environmental Impact & Efficiency Valuation Model: A Practical Legal & Compliance Tool Through Mathematical Modeling and Statistical Analysis.” Available at SSRN 4884010 (2024).

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   Harvard

   Kim, H.E. (2024) Global Environmental Impact & Efficiency Valuation Model: A Practical Legal & Compliance Tool Through Mathematical Modeling and Statistical Analysis. Available at SSRN 4884010.

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   Vancouver

   Kim HE. Global Environmental Impact & Efficiency Valuation Model: A Practical Legal & Compliance Tool Through Mathematical Modeling and Statistical Analysis. Available at SSRN 4884010. 2024.

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   2024
6. Guiding Principles and Model Rules on Algorithmic Consumer Contracts ProjectEuropean Law Institute · Member of the Consultative Committee

   Institutional contributionsTechnology & digital regulationEN

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   European Law Institute, Guiding Principles and Model Rules on Algorithmic Consumer Contracts Project (European Law Institute 2024) <https://www.europeanlawinstitute.eu/projects-publications/current-projects/current-projects/eli-guiding-principles-and-model-rules-on-algorithmic-contracts/>

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   European Law Institute. Guiding Principles and Model Rules on Algorithmic Consumer Contracts Project. European Law Institute, 2024, https://www.europeanlawinstitute.eu/projects-publications/current-projects/current-projects/eli-guiding-principles-and-model-rules-on-algorithmic-contracts/.

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   APA

   European Law Institute. (2024). Guiding Principles and Model Rules on Algorithmic Consumer Contracts Project. European Law Institute. https://www.europeanlawinstitute.eu/projects-publications/current-projects/current-projects/eli-guiding-principles-and-model-rules-on-algorithmic-contracts/

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   Chicago

   European Law Institute. Guiding Principles and Model Rules on Algorithmic Consumer Contracts Project. European Law Institute, 2024. https://www.europeanlawinstitute.eu/projects-publications/current-projects/current-projects/eli-guiding-principles-and-model-rules-on-algorithmic-contracts/.

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   European Law Institute (2024) Guiding Principles and Model Rules on Algorithmic Consumer Contracts Project. European Law Institute. Available at: https://www.europeanlawinstitute.eu/projects-publications/current-projects/current-projects/eli-guiding-principles-and-model-rules-on-algorithmic-contracts/.

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   Vancouver

   European Law Institute. Guiding Principles and Model Rules on Algorithmic Consumer Contracts Project. European Law Institute; 2024. Available from: https://www.europeanlawinstitute.eu/projects-publications/current-projects/current-projects/eli-guiding-principles-and-model-rules-on-algorithmic-contracts/

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   2024
7. EU Consumer Law and Automated Decision-Making (ADM): Is EU Consumer Law Ready for ADM? Interim ReportEuropean Law Institute · Member of the Consultative Committee

   Institutional contributionsTechnology & digital regulationEN

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   European Law Institute, EU Consumer Law and Automated Decision-Making (ADM): Is EU Consumer Law Ready for ADM? Interim Report (European Law Institute 2023) <https://www.europeanlawinstitute.eu/fileadmin/user_upload/p_eli/Publications/ELI_Interim_Report_on_EU_Consumer_Law_and_Automated_Decision-Making.pdf>

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   European Law Institute. EU Consumer Law and Automated Decision-Making (ADM): Is EU Consumer Law Ready for ADM? Interim Report. European Law Institute, 2023, https://www.europeanlawinstitute.eu/fileadmin/user_upload/p_eli/Publications/ELI_Interim_Report_on_EU_Consumer_Law_and_Automated_Decision-Making.pdf.

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   European Law Institute. (2023). EU Consumer Law and Automated Decision-Making (ADM): Is EU Consumer Law Ready for ADM? Interim Report. European Law Institute. https://www.europeanlawinstitute.eu/fileadmin/user_upload/p_eli/Publications/ELI_Interim_Report_on_EU_Consumer_Law_and_Automated_Decision-Making.pdf

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   Chicago

   European Law Institute. EU Consumer Law and Automated Decision-Making (ADM): Is EU Consumer Law Ready for ADM? Interim Report. European Law Institute, 2023. https://www.europeanlawinstitute.eu/fileadmin/user_upload/p_eli/Publications/ELI_Interim_Report_on_EU_Consumer_Law_and_Automated_Decision-Making.pdf.

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   Harvard

   European Law Institute (2023) EU Consumer Law and Automated Decision-Making (ADM): Is EU Consumer Law Ready for ADM? Interim Report. European Law Institute. Available at: https://www.europeanlawinstitute.eu/fileadmin/user_upload/p_eli/Publications/ELI_Interim_Report_on_EU_Consumer_Law_and_Automated_Decision-Making.pdf.

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   Vancouver

   European Law Institute. EU Consumer Law and Automated Decision-Making (ADM): Is EU Consumer Law Ready for ADM? Interim Report. European Law Institute; 2023. Available from: https://www.europeanlawinstitute.eu/fileadmin/user_upload/p_eli/Publications/ELI_Interim_Report_on_EU_Consumer_Law_and_Automated_Decision-Making.pdf

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   2023
8. Greening Consumer Welfare: Towards a New Perspective on Consumer ProtectionInDret 2.23 · Universitat Pompeu Fabra, Barcelona

   Environment & complianceENShortlisted · UPF conference 2022

   Examines how greenwashing harms consumers and argues for reform beyond traditional consumer law, including stronger reporting duties and the extraterritorial reach of EU law.

   PDF ↗InDret ↗

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   Habbine Estelle Kim, ‘Greening Consumer Welfare: Towards a New Perspective on Consumer Protection’ (2023) 2 InDret <https://indret.com/greening-consumer-welfare-towards-a-new-perspective-on-consumer-protection/?edicion=2.23>

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   Kim, Habbine Estelle. “Greening Consumer Welfare: Towards a New Perspective on Consumer Protection.” InDret, no. 2, 2023, https://indret.com/greening-consumer-welfare-towards-a-new-perspective-on-consumer-protection/?edicion=2.23.

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   Kim, H. E. (2023). Greening Consumer Welfare: Towards a New Perspective on Consumer Protection. InDret, (2). https://indret.com/greening-consumer-welfare-towards-a-new-perspective-on-consumer-protection/?edicion=2.23

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   Kim, Habbine Estelle. “Greening Consumer Welfare: Towards a New Perspective on Consumer Protection.” InDret, no. 2 (2023). https://indret.com/greening-consumer-welfare-towards-a-new-perspective-on-consumer-protection/?edicion=2.23.

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   Kim, H.E. (2023) ‘Greening Consumer Welfare: Towards a New Perspective on Consumer Protection’, InDret, (2). Available at: https://indret.com/greening-consumer-welfare-towards-a-new-perspective-on-consumer-protection/?edicion=2.23.

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   Kim HE. Greening Consumer Welfare: Towards a New Perspective on Consumer Protection. InDret. 2023;(2). Available from: https://indret.com/greening-consumer-welfare-towards-a-new-perspective-on-consumer-protection/?edicion=2.23

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   2023
9. Decentralisation and Digital Transformation: User e-Consciousness and Accountability of IntermediatorsWith Maciej Bernard Plotka · Emerging Markets Economics: Industrial Policy & Regulation eJournal

   Technology & digital regulationENShortlisted · ELI Young Lawyers Award 2022

   Argues against one-size-fits-all rules for digital markets, and proposes self-risk-assessment habits for users and incentives for intermediaries to act transparently.

   PDF ↗SSRN ↗

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   OSCOLA

   Habbine Estelle Kim and Maciej Bernard Plotka, ‘Decentralisation and Digital Transformation: User e-Consciousness and Accountability of Intermediators’ (SSRN, 2022) <https://ssrn.com/abstract=4256243>

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   Kim, Habbine Estelle, and Maciej Bernard Plotka. “Decentralisation and Digital Transformation: User e-Consciousness and Accountability of Intermediators.” Available at SSRN 4256243 (2022).

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   APA

   Kim, H. E., & Plotka, M. B. (2022). Decentralisation and Digital Transformation: User e-Consciousness and Accountability of Intermediators. Available at SSRN 4256243. https://ssrn.com/abstract=4256243

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   Chicago

   Kim, Habbine Estelle, and Maciej Bernard Plotka. “Decentralisation and Digital Transformation: User e-Consciousness and Accountability of Intermediators.” Available at SSRN 4256243 (2022).

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   Kim, H.E. and Plotka, M.B. (2022) Decentralisation and Digital Transformation: User e-Consciousness and Accountability of Intermediators. Available at SSRN 4256243.

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   Vancouver

   Kim HE, Plotka MB. Decentralisation and Digital Transformation: User e-Consciousness and Accountability of Intermediators. Available at SSRN 4256243. 2022.

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   2022
10. Where Esport Law Does Not Exist · Quand la loi de l’esport n’existe pasIntellectual Property Law eJournal · International & Comparative Law eJournal

    Esport lawENFR

    Compares French and European approaches, and asks how stakeholders’ rights can be protected without dedicated legislation.

    PDF · EN ↗SSRN · EN ↗PDF · FR ↗SSRN · FR ↗

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    OSCOLA

    Habbine Estelle Kim, ‘Where Esport Law Does Not Exist’ (SSRN, 2022) <https://ssrn.com/abstract=4047288>

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    Kim, Habbine Estelle. “Where Esport Law Does Not Exist.” Available at SSRN 4047288 (2022).

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    Kim, H. E. (2022). Where Esport Law Does Not Exist. Available at SSRN 4047288. https://ssrn.com/abstract=4047288

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    Chicago

    Kim, Habbine Estelle. “Where Esport Law Does Not Exist.” Available at SSRN 4047288 (2022).

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    Harvard

    Kim, H.E. (2022) Where Esport Law Does Not Exist. Available at SSRN 4047288.

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    Kim HE. Where Esport Law Does Not Exist. Available at SSRN 4047288. 2022.

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    2022
11. Projet de sauvetage : le contrat à durée déterminée esportifA Rescue Project: the French Esports Fixed-term Employment Contract · International Employment & Labor Law eJournal

    Esport lawFR

    Assesses France’s fixed-term employment contract for esports players: what works, what does not, and possible reforms.

    PDF ↗SSRN ↗

    Cite “ ”

    OSCOLA

    Habbine Estelle Kim, ‘Projet de sauvetage : le contrat à durée déterminée esportif’ (SSRN, 2022) <https://ssrn.com/abstract=4125169>

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    Kim, Habbine Estelle. “Projet de sauvetage : le contrat à durée déterminée esportif.” Available at SSRN 4125169 (2022).

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    APA

    Kim, H. E. (2022). Projet de sauvetage : le contrat à durée déterminée esportif. Available at SSRN 4125169. https://ssrn.com/abstract=4125169

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    Chicago

    Kim, Habbine Estelle. “Projet de sauvetage : le contrat à durée déterminée esportif.” Available at SSRN 4125169 (2022).

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    Kim, H.E. (2022) Projet de sauvetage : le contrat à durée déterminée esportif. Available at SSRN 4125169.

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    Vancouver

    Kim HE. Projet de sauvetage : le contrat à durée déterminée esportif. Available at SSRN 4125169. 2022.

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    2022
12. A Tax Perspective on the Enforcer’s True Role in Onshore and Offshore Common Law JurisdictionsTax Law & Policy eJournal · International & Comparative Tax eJournal

    Tax & trustsEN

    Examines how purpose trusts without beneficiaries, combined with corporate structures, can enable aggressive tax planning, and what the enforcer’s role really is.

    PDF ↗SSRN ↗

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    OSCOLA

    Habbine Estelle Kim, ‘A Tax Perspective on the Enforcer’s True Role in Onshore and Offshore Common Law Jurisdictions’ (SSRN, 2022) <https://ssrn.com/abstract=3972163>

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    MLA

    Kim, Habbine Estelle. “A Tax Perspective on the Enforcer’s True Role in Onshore and Offshore Common Law Jurisdictions.” Available at SSRN 3972163 (2022).

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    APA

    Kim, H. E. (2022). A Tax Perspective on the Enforcer’s True Role in Onshore and Offshore Common Law Jurisdictions. Available at SSRN 3972163. https://ssrn.com/abstract=3972163

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    Chicago

    Kim, Habbine Estelle. “A Tax Perspective on the Enforcer’s True Role in Onshore and Offshore Common Law Jurisdictions.” Available at SSRN 3972163 (2022).

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    Harvard

    Kim, H.E. (2022) A Tax Perspective on the Enforcer’s True Role in Onshore and Offshore Common Law Jurisdictions. Available at SSRN 3972163.

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    Vancouver

    Kim HE. A Tax Perspective on the Enforcer’s True Role in Onshore and Offshore Common Law Jurisdictions. Available at SSRN 3972163. 2022.

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    2022
13. How Do Consumer-Focused Innovations in the Legal Services Market Invigorate Access to Justice?The Legal Profession eJournal · Artificial Intelligence – Law, Policy, & Ethics eJournal

    Access to justiceTechnology & digital regulationEN

    Looks at how consumer empowerment and technologies such as AI, big data and online services are reshaping legal services and widening access to justice.

    PDF ↗SSRN ↗

    Cite “ ”

    OSCOLA

    Habbine Estelle Kim, ‘How Do Consumer-Focused Innovations in the Legal Services Market Invigorate Access to Justice?’ (SSRN, 2021) <https://ssrn.com/abstract=3972167>

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    MLA

    Kim, Habbine Estelle. “How Do Consumer-Focused Innovations in the Legal Services Market Invigorate Access to Justice?.” Available at SSRN 3972167 (2021).

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    APA

    Kim, H. E. (2021). How Do Consumer-Focused Innovations in the Legal Services Market Invigorate Access to Justice?. Available at SSRN 3972167. https://ssrn.com/abstract=3972167

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    Chicago

    Kim, Habbine Estelle. “How Do Consumer-Focused Innovations in the Legal Services Market Invigorate Access to Justice?.” Available at SSRN 3972167 (2021).

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    Harvard

    Kim, H.E. (2021) How Do Consumer-Focused Innovations in the Legal Services Market Invigorate Access to Justice?. Available at SSRN 3972167.

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    Vancouver

    Kim HE. How Do Consumer-Focused Innovations in the Legal Services Market Invigorate Access to Justice?. Available at SSRN 3972167. 2021.

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    2021
14. The Tech Tortoise, the Regulatory Hare and the Digital Race 2.0Risk, Regulation, & Policy eJournal · Law & Literature eJournal

    Technology & digital regulationENFR

    A bilingual fable on regulators racing to keep pace with blockchain, artificial intelligence and the Internet of Things.

    PDF ↗SSRN ↗

    Cite “ ”

    OSCOLA

    Habbine Estelle Kim, ‘The Tech Tortoise, the Regulatory Hare and the Digital Race 2.0’ (SSRN, 2021) <https://ssrn.com/abstract=3907828>

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    MLA

    Kim, Habbine Estelle. “The Tech Tortoise, the Regulatory Hare and the Digital Race 2.0.” Available at SSRN 3907828 (2021).

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    APA

    Kim, H. E. (2021). The Tech Tortoise, the Regulatory Hare and the Digital Race 2.0. Available at SSRN 3907828. https://ssrn.com/abstract=3907828

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    Chicago

    Kim, Habbine Estelle. “The Tech Tortoise, the Regulatory Hare and the Digital Race 2.0.” Available at SSRN 3907828 (2021).

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    Harvard

    Kim, H.E. (2021) The Tech Tortoise, the Regulatory Hare and the Digital Race 2.0. Available at SSRN 3907828.

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    Vancouver

    Kim HE. The Tech Tortoise, the Regulatory Hare and the Digital Race 2.0. Available at SSRN 3907828. 2021.

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    2021

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