Monitoring risks: Corporate controversy data reveals thematic hot spots across industries

Authors

Anna Reimann | Research & Innovation, S&P Global Sustainable1

Contributors

Tomás Pintado | Research & Innovation, S&P Global Sustainable1

Gina Santos | Research & Innovation, S&P Global Sustainable1

Understanding how companies manage stakeholder impacts is critical for investors and other market participants. A systematic analysis of corporate controversies may help differentiate companies’ relative exposure to stakeholder-related risks, the effectiveness of their risk management practices and associated latent financial materiality risks.

Corporate controversy data can provide insight into how effectively companies manage material environmental, social and governance risks in practice, beyond commitments and policies disclosed on paper. Repeated controversies may signal weaknesses in internal controls, risk governance, corporate culture or organizational resilience, offering perspective into a company's preparedness to navigate an increasingly complex and volatile risk landscape.

Within our ESG Scores and Raw Data, underpinned by the S&P Global Corporate Sustainability Assessment (CSA), we assess whether companies have systems to identify risks, evaluate their likelihood and impact, and design the controls, policies and incentives needed to prevent escalation. These factors range from business ethics and risk management to labor practices, environmental management and customer relations. The CSA is an annual evaluation of sustainability practices covering about 14,000 companies worldwide.

Simultaneously, S&P Global’s Sustainable1 Controversies Dataset uses Media and Stakeholder Analysis (MSA) cases to systematically track corporate ESG controversies across an estimated 24,000 companies. The MSA complements the CSA by capturing negative events as they break into the public domain and become financially and reputationally relevant to a company. While risk registers and internal controls remain essential, they mostly rely on yearly reported information that may lag real-time events.

The MSA, by contrast, scans media, nongovernmental organization reports, regulatory actions and other public sources on an ongoing basis to identify material negative events. These events are linked to 39 thematic tags, spanning issues such as corruption, labor conditions, occupational health and safety, human rights, environmental violations, and data breaches. MSA cases are rated based on the scale and severity of the event’s impact on the company, its stakeholders or the environment.

An MSA case will affect the assessment outcome of related CSA criteria, with the negative events revealing where weaknesses in risk management, governance or internal controls lie. This integration ensures that the presence of relevant ESG controversies directly influences ESG Scores, reflecting how effectively a company manages risk when faced with real-time negative events.

As of July 2026, a total of 1,994 active MSA cases affected the ESG Scores of 1,313 companies. In this brief, we examine how controversy cases are distributed across thematic tags and impact ratings, and we identify which industries are most exposed to ESG controversies. The analysis considers both the total number of cases and the proportion of high-impact incidents classified as major or severe. This may help to reveal where ESG risks are most likely to translate into operational, financial or reputational impacts.

Figure 1 shows that MSA cases concentrate primarily on social and customer-facing themes. More than half of all MSA cases are linked to impact on consumers, occupational health and safety, and community health and safety. This pattern suggests that many controversies stem from alleged product and service failures, allegations of unsafe workplaces, and claims about potential harm to local communities. While most cases carry medium impact ratings, high-impact events related to the top three topics are by no means uncommon. Severe and major cases account for 13% of MSA cases linked to consumer impact incidents, 10% of cases linked to occupational health and safety, and 21% of community health and safety cases. Employment conditions, biodiversity and ecosystems, and water pollution also exhibit notable numbers of major and severe cases, a pattern that may point to heightened controversy exposure of weaknesses in labor practices and environmental management.

Figure 2 shows that controversies are not evenly distributed across industries and that the largest industries within the CSA universe are not necessarily those with the most MSA cases. While banks have the highest number of MSA cases at 121, banking is also one of the largest industries in the universe; this is not the case for other industries with high numbers of MSA cases, such as food products (112), metals and mining (95), automobiles (93), and oil and gas upstream and integrated (92).

Additionally, the share of high-impact — or major and severe — MSA cases are relatively low for banks (6%), while metals and mining (23%), food products (21%), and oil and gas upstream and integrated (21%) have the highest share of major and severe cases. Overall, this pattern points to heightened controversy exposure for industries with direct operational exposure to physical resources and production activities, where alleged failures in conduct, safety or environmental management can trigger scrutiny from the public, investors and regulators.

Figure 3 provides further insight into the controversy hot spots in the three industries with the highest number of MSA cases. For the metals and mining industry, most controversies relate to water pollution and contamination, occupational health and safety, and community health and safety, reflecting the sector's significant exposure to environmental impacts, community-related externalities and operational safety risks. While the food products industry also has MSA cases frequently linked to occupational health and safety and environmental concerns, allegations of anticompetitive practices are the most prevalent, with potentially significant implications for consumer affordability. Most controversies flagged for banks fall within the social pillar, with a high number of MSA cases linked to consumer impacts, marketing practices and employment conditions. This suggests that banks are more frequently exposed to controversies involving customers and employees than to direct environmental or operational risks.

Controversy hot spots across industries may reveal recurring patterns that require risk management approaches tailored to each business model’s structural risk channels. Metals and mining companies might, for example, consider strengthening operational controls and community engagement to protect their operating licenses and avoid costly remediation. Food products companies might consider embedding fair market conduct into pricing decisions to reduce the likelihood of antitrust actions. Banks might consider elevating conduct and culture as core risk drivers and align incentive structures, product governance and customer treatment standards to prevent recurring consumer and employment-related cases that can escalate into enforcement actions and reputational damage.

These findings illustrate how controversy data can provide a valuable perspective on the effectiveness of corporate risk management in practice. While policies, commitments and programs provide insight into a company's approach to managing risks, controversies reveal how effectively those systems operate when tested by real-world events. Monitoring the nature, severity and concentration of controversies across industries can therefore help investors and other stakeholders identify areas where ESG risks may translate into operational, reputational or financial challenges.