An 'ESG Version of Glassdoor'

Our partner organization is dedicated to advancing 'responsible capitalism,' with a core mission to align corporate political influence with the goals of social prosperity, fair competition, democratic stability, and sustainable development. Amid growing attention to corporate ESG (environmental, social, and governance) issues, many companies actively disclose their environmental and social performance while overlooking a critical dimension: their role in policy-making and political influence. 

By
Coco
October 15, 2025

Our partner organization is dedicated to advancing 'responsible capitalism,' with a core mission to align corporate political influence with the goals of social prosperity, fair competition, democratic stability, and sustainable development. Amid growing attention to corporate ESG (environmental, social, and governance) issues, many companies actively disclose their environmental and social performance while overlooking a critical dimension: their role in policy-making and political influence. The client's objective is to leverage research and data tools to align corporate political behavior with publicly stated social responsibility commitments.

The core task this semester is to develop an employer database akin to an 'ESG version of Glassdoor.' This platform aims to help graduate students systematically understand companies' overall performance in environmental, social, and political impact during their job search, thereby incorporating broader responsibility considerations into their career choices. Our project leverages MBA recruitment data from ten top business schools over the past five years to identify the most frequently chosen employers among their graduates. Using this sample, we will construct a quantifiable, updatable database of corporate social impact. In this process, we focus not only on traditional ESG metrics, such as carbon reduction targets, gender equality, and governance structures, but also on corporate behavior patterns in policy making and political influence. This includes examining political donations, lobbying activities, and their potential impact on climate policies. This aspect aligns with the client's core focus: Corporate Political Responsibility (CPR). My primary task involves establishing and validating an ESG metric system tailored to the job seeker's perspective. This system integrates multidimensional information from public databases, academic literature, and student surveys to conduct comparative and quantitative assessments of the top 25 MBA recruiting companies. Additionally, we plan to incorporate user research to validate information needs and usage preferences among student groups, including “Committed” and “Curious” users, ensuring the database offers both analytical depth and usability. By transforming complex corporate responsibility data into understandable, comparable metrics, we aim to provide future job seekers with more insightful data tools while creating long-term incentives for companies to enhance their social and political responsibilities.

Throughout this project, I aim to deepen understanding of the interplay between corporate political responsibility and ESG data. Unlike traditional ESG investment research, this project aims to incorporate corporate political behavior into a quantifiable framework for responsibility assessment. This represents a complex yet critical challenge. In recent years, the connection between corporate lobbying, political donations, and public policy has often been overlooked. Yet these factors are precisely the key variables influencing social sustainability. Through this research, I've come to recognize that corporate social responsibility extends beyond emissions reduction or diversity metrics, which also involves leveraging influence to drive systemic change. Furthermore, this project has provided me with a more intuitive grasp of systems thinking. We must view corporations as complex systems embedded within policy, market, and social networks, where any decision can trigger chain reactions. One of my greatest current challenges is developing a model that reflects these systemic interactions with limited data and resources. Through discussions with my advisor and partners, I've learned to balance idealism with feasibility in research design, such as using reasonable assumptions and secondary sources to support analysis when data is scarce. Longer-term, this experience has provided fresh perspectives for my future career in sustainability and energy policy. I've come to realize that the relationship between policy and capital markets is far more intertwined than I previously imagined, and corporate political responsibility could become a crucial lever for driving energy transition and social justice. Therefore, in the later stages of this project, I aim to further explore how database tools can present complex political influence data in a more accessible format for public and student audiences, contributing to the advancement of transparent and responsible capitalism.