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Journal Papers

  • Spohr, J., Wikström, K., Ronikonmäki, N. M., Lepech, M., & In, S. Y. (2024) Are private investors overcompensated in infrastructure projects?. Transport Policy.

  • Shin, Y., Kim, N., Lee, H., In, S. Y., Hansen, M., & Yoon, Y. (2024) Deep learning framework for vessel trajectory prediction using auxiliary tasks and convolutional networks. Engineering Applications of Artificial Intelligence, 132, 107936. 

  • In, S. Y., Eccles, R. G., & Lee, Y. J. (2023) Looking Bank, Looking Forward: Scientometric Analysis on 47 Years of Sustainability Research. Corporate Social Responsibility and Environmental Management.

  • In, S. Y., Weyant, J. P., Manav, B., Venereau, C., & Rodriguez, L. E. (2022). “Climate-related financial risk assessment on energy infrastructure investments.” Renewable and Sustainable Energy Reviews, 167, 112689.

  • In, S.Y., Weyant, J. P., & Manav, B. (2022). “Pricing Climate-Related Risks of Energy Investments.” Renewable and Sustainable Energy Reviews, 154, 111881.

  • In, S.Y., & Park, K. Y. (2021). “Economics of Climate Change.” The Korean Journal of Economics, 28(1), 137-199.

  • In, S.Y., Monk, A., & Knox-Hayes, J. (2020). Financing Energy Innovation: The Need for New Intermediaries in Clean Energy. Sustainability, 12(24), 10440.

  • In, S. Y., Rook, D., & Monk, A. (2019). Integrating Alternative Data (Also Known as ESG Data) in Investment Decision Making. Global Economic Review, 48(3), 237-260.

  • In, S. Y., Casemiro, L., & Kim, M. J. (2017). A Decision Framework for Successful Private Participation in the Airport Sector. Journal of Air Transport Management, 62, 217-225.


  • In, S.Y., & Schumacher, K. (2021). Carbonwashing: ESG Data Greenwashing in a Post-Paris World. In Heller, T., & Seiger, A. (ed.) Settling Climate Accounts: Reconciling the Road to Net Zero. London, UK: Palgrave Macmillan.

  • Choi, E., & In, S.Y. (2021). Blended Finance for State-led Decarbonization. In Heller, T., & Seiger, A. (ed.) Settling Climate Accounts: Reconciling the Road to Net Zero. London, UK: Palgrave Macmillan.

Conference Papers

  • Morio, G., In, S. Y., Yoon, J., Rowlands, H., Manning, C. (2024) ReportParse: A Unified NLP Tool for Extracting Logical and Semantic Structure of Corporate Sustainability Reporting. International Joint Conference on Artificial Intelligence. Forthcoming. 

Other Publications

  • Schumacher, K., In, S. Y., Nolen, L., Tinaru, C., & Baek, Y. J. (2022) From Greenwashing to Carbonwashing: A Review of Corporate Carbon Disclosure Gaps. Asian Development Bank Policy Paper. forthcoming.

  • Holland, H., Dixon, A., In, S.Y., Monk, A., & Sharma, R. (2021). Mobilizing Institutional Investor Capital for Climate-Aligned Development. OECD Development Policy Papers, 35. Paris, France: OECD.

  • Monk, A., & In, S.Y. (2020). Financial Innovation for Energy Innovation. The Brown Journal of World Affairs. Providence, USA: Brown University. 

  • In, S.Y., Park, K.Y., & Monk, A. (2017). Is 'Being Green' Rewarded in the Market? An Empirical Investigation of Decarbonization Risk and Stock Returns. Energy Forum, Special Issue 2017, p46-48. Washington, D.C., USA: International Association for Energy Economics.

  • In, S. Y. (2014). Do Export Credit Agencies Benefit the Economy?. Stanford International Policy Review. Spring 2014 Issue. Stanford, USA: Freeman Spogli Institute for International Studies, Stanford University.

  • In, S.Y., Baek, Y.J., and Mathew, S. (Eds.). (2022). Conference Proceeding on Sustainable Finance in Asia: Next Steps for Climate Innovation. Stanford Sustainable Finance Initiative and Stanford Center at the Incheon Global Campus.

  • Schumacher, K., Baek, Y.J., In, S.Y., and Nishikizawa, S. (2022). Sustainability reporting in Asia: Are the EU’s initiatives a benchmark for ESG disclosure in the region? Tokyo Tech Research Report, Tokyo, Japan.

  • Park, K.Y., In, S.Y., & Kim, J.Y. (2021). Climate Stress Testing and Financial Stability. Seoul, South Korea: Bank of Korea.

  • In, S.Y. (2021). “Integrating Technology, Finance and Policy Innovation for Net-Zero Emissions,” Ministry of Environment Republic of Korea.

  • In, S.Y. (2021). “Economics of Climate Change,” Korea Development Institute.

  • In, S.Y. (2021). “Corporate Sustainability Strategy,”Korea Development Institute.

  • Moudrak, N., Bakos, K., Eyquem, J., O’Reilly, H., Monk, A., & In, S. Y. (2020). Institutional Investors Find Alpha in Climate Risk Matrices: Global Survey Finds. Waterloo, Canada: Intact Centre on Climate Adaptation.

  • In, S.Y., Monk, A., & Levitt, R. (2017). An Integrated Control Tower: Coordinating and Unlocking Investment Capital for Clean Energy. Clean Energy Finance Forum 2017 Solution Paper. Stanford, USA: Precourt Institute for Energy, Stanford University.

  • Kim, M. J., Singham, S., In, S.Y., & Bennon, M. (2015). Global Urbanization Trend and Challenges Facing Mature Mid-Size Cities: The Case of Busan, South Korea. Stanford, USA: Stanford Global Projects Center, Stanford University.

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