Pillar 3
Corporate Sustainability Strategy
SGFIN’s third pillar focuses on guiding firms toward sustainability strategies that are both economically viable and socially responsible. It develops decision frameworks, assesses supply chain impacts, and builds tools to enhance transparency in corporate and SME sustainability performance, while also analysing consumer behaviour and financial market responses to help firms align with evolving standards and drive meaningful change.
SGFIN research on corporate sustainability strategy delves into how firms embed sustainability considerations into strategy, governance and financial decision-making. It spans environmental and climate-related investments, organisational and managerial incentives, and the strategic implications of sustainability commitments, providing evidence on how corporate actions shape performance, risk management and long-term value creation in a changing economic and regulatory landscape.
ETS Heterogeneity & Decarbonization Outcomes
Adbi, A., Agarwal, S., & Natarajan, S. (2025). Global heterogeneity in ETS rollouts and subsequent decarbonization outcomes. Energy Economics, 132, 108921. https://doi.org/10.1016/j.eneco.2025.108921
This study explores how emissions trading schemes (ETSs) worldwide influence decarbonization. It finds that while ETSs can reduce carbon intensity, emissions, and boost renewable energy adoption, their effectiveness varies across countries. Key factors include reliance on natural resource rents, economic development level, and whether ETSs are nationwide or partial. The research shows that higher ETS carbon prices strengthen emissions reductions, underscoring both the potential and limits of ETSs in driving global climate action.
Sustainable Business in Biofuels
2025
This whitepaper aims to support the efforts towards scaling and commercialising the biofuels in a more financially and environmentally sustainable manner, equipping stakeholders in the biofuel industry with the knowledge on key gaps and opportunities within biofuels’ business models, financing, and policy landscapes.
Consumption Carbon Footprint: Country Level Data Framework
2025
This whitepaper presents a country-agnostic algorithm for estimating household and individual carbon footprints based on personal consumption baskets.
Tax Policy & Household Expenditures
Agarwal, S., Ghosh, P., & Zhang, J. (2025). Tax policy transmission and household expenditures. The Review of Economics and Statistics 2025. https://doi.org/10.1162/rest_a_01584
Using a novel scanner data and difference-in-differences strategy, we assess how consumers respond to a large-scale tax reform in India that introduces exogenous variations in tax rate changes at the product level. We show evidence of a strong and persistent spending response to tax rate changes. The response is highly asymmetrical, with consumers responding significantly more strongly to tax rate increases than to decreases. We find empirical support for both intertemporal and cross-product substitution effects: Households (1) shift consumption forward preceding a tax increase and (2) substitute one good for another and alter their relative weight in the consumption basket to avoid paying higher tax. Heterogeneity analysis indicates that consumers with more personal shopping experience exhibit stronger consumption responses. Our findings have empirical implications for the efficacy of tax policy initiatives.
Occupational Ethics & Values
Santana, J. J., & Kim, S. (2025). From values to codes: A computational text analysis of the codification of occupational ethics. Organization Studies, 0(0). https://doi.org/10.1177/01708406251317255
The institutionalization of occupations tends to assume homogenization of occupational values. This study addresses the question of how members of an occupation with dissenting preferences reach consensus on a code of ethics. We build on prior theorization of occupational institutionalization and institutional discourse to theorize ethical codification as a dynamic discursive process of internal dissent and consensus culminating in a professional code of ethics. We use email data from the IEEE-ACM Software Engineering Ethics and Professional Practice Committee tasked with producing the 1997 Software Engineering Code of Ethics to show how ethical codification follows a process of initial competition followed by semantic convergence. This study demonstrates how natural language processing and semantic network analysis can contribute to discourse analyses of institutional processes.
A Guide to Sustainable Events: Singapore MICE Carbon Calculator
2024
This whitepaper aims to present a web-based carbon calculation toolkit tailored to Singapore’s MICE sector, detailing its methodology and local data enhancements to help organizers estimate and assess the carbon footprint of their events.
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