Environmental regulation types shape green innovation amid climate policy uncertainty and risk

When governments promise carbon pricing one year and weaken it the next, the effects ripple far beyond ministries and boardrooms, reaching deep into the research laboratories where green technologies are born. A new study published in Scientific Reports examines this dynamic with unusual granularity, asking whether formal environmental regulation, such as binding laws and regulatory mandates, and informal environmental regulation, meaning the pressure exerted by public attention, media coverage, civic engagement and community expectations, actually push firms toward green innovation in different ways. The answer, according to the research, is yes, and the difference matters enormously when climate policy itself becomes uncertain or when physical climate hazards loom over the economy.

The study, authored by W. Cao, investigates how the two broad categories of environmental regulation shape corporate green innovation, and how that relationship is conditioned by two forms of climate-related risk that have grown increasingly prominent in both academic literature and policy debate: climate policy uncertainty and climate physical risk. Climate policy uncertainty refers to the ambiguity surrounding future climate regulation, the constant possibility that subsidies, carbon prices, disclosure requirements or emission standards may be tightened, loosened, delayed or abandoned. Climate physical risk, by contrast, describes the direct dangers posed by a changing climate itself, including extreme weather events, flooding, drought, heat stress and the damage these can inflict on assets, supply chains and workforces. The research finds that these two forces do not merely add noise to the regulatory signal; they actively reshape how regulation translates into innovation.

Formal environmental regulation has long occupied the center of environmental economics. The classic “Porter hypothesis” argues that well-designed regulation can spur innovation by forcing firms to confront inefficiencies they would otherwise ignore, a mechanism often described as “weak” Porter when regulation merely stimulates innovation and “strong” Porter when it enhances competitiveness as well. Command-and-control instruments, emission caps, technology mandates and market-based tools such as emissions trading systems each carry distinct incentives. A carbon price makes dirty production more expensive today, encouraging firms to invest in cleaner processes and products to reduce future costs. Technology standards push firms toward specific compliance paths, which can accelerate diffusion of known solutions but may crowd out exploration of alternatives. The study’s analysis of formal regulation builds on this foundation, testing whether the threat of penalty and the promise of competitive advantage are sufficient to mobilize firms’ research and development resources toward green patents and green technologies.

Informal environmental regulation operates through an entirely different channel. Communities living near polluting facilities, environmental organizations, journalists, consumers and employees all generate pressure that is not codified in statute but is nonetheless powerful. Firms that pollute visibly can face boycotts, reputational damage, difficulty attracting talent and heightened scrutiny from investors who increasingly integrate environmental, social and governance criteria into their decisions. Public attention can amplify or dampen the perceived cost of environmental misconduct, and media coverage of pollution events can trigger regulatory attention as well. The study treats this informal channel as a distinct regulatory force, and finds that it exerts its own measurable influence on green innovation, one that differs in both magnitude and character from the effect of formal rules.

A central contribution of the research lies in its treatment of climate policy uncertainty. The last decade has delivered vivid examples of why this variable matters: international agreements signed and then withdrawn from, carbon pricing schemes introduced and contested, green subsidy programs launched and later scaled back, disclosure rules proposed, delayed and revised. For a corporate decision-maker weighing a multi-year investment in clean technology, this uncertainty is not an abstraction. Green innovation typically involves high upfront costs, long payback periods and technology risk. If the policy environment that determines the future profitability of clean technologies is itself volatile, the expected return on those investments becomes harder to calculate. The study finds that elevated climate policy uncertainty weakens the positive effect of environmental regulation on green innovation, suggesting that firms hesitate to respond to regulatory signals when they doubt those signals will persist. In other words, regulation can only pull innovation forward when firms believe the pull will still be there tomorrow.

This finding carries an uncomfortable implication for policymakers. It is not enough to set ambitious environmental rules; the credibility and stability of those rules matter as much as their stringency. A regulatory regime that firms perceive as politically fragile may fail to unlock the private research and development spending that policymakers hope to mobilize, even if the rules themselves are strong on paper. The research thus adds an innovation-focused argument to the broader case for durable, predictable climate policy frameworks, including independent implementation bodies, multi-decade targets and transparent review processes that reduce the perceived risk of abrupt reversals.

The second moderating factor examined in the study, climate physical risk, operates differently. Physical risk is not about the credibility of policy but about the tangible exposure of firms, regions and economies to climate hazards. A manufacturing firm whose plants sit in flood zones, an agricultural processor exposed to drought, or a coastal logistics company threatened by sea-level rise all face direct financial stakes in a warming world. The study finds that physical climate risk changes the regulatory-innovation relationship, with evidence that greater physical risk can strengthen the responsiveness of firms to environmental regulation. When the dangers of a changing climate are felt directly in operations, insurance costs, asset values and business continuity, the strategic case for green innovation becomes more compelling. Regulation then acts not as an external burden to be minimized but as a signal aligned with the firm’s own survival interests, and the two pressures can reinforce each other.

The mechanism by which physical risk amplifies regulatory effects is plausible on several levels. Firms facing material climate exposure are more likely to internalize climate considerations in strategic planning, more likely to disclose climate-related risks to investors, and more likely to see green technology as a hedge against operational disruption. Investors and lenders, increasingly attentive to physical risk in credit and equity decisions, may reward firms that reduce their exposure through innovation. Regulators, for their part, often target their most stringent requirements at the most exposed sectors, creating a coincidence of pressure and vulnerability that the study’s findings suggest can be productive for innovation output.

Methodologically, the study situates itself in the empirical tradition that measures green innovation through patent data, using counts of green patents or citations as indicators of firms’ inventive activity in environmental technologies. Patent-based measures allow researchers to observe innovation at the firm or regional level over time, though they capture only a portion of innovative activity, since much process innovation, tacit know-how and incremental improvement never reaches the patent office. The research distinguishes between formal and informal regulation using constructed indices and proxies that reflect the intensity of regulatory enforcement and the strength of public environmental pressure respectively, and it incorporates established measures of climate policy uncertainty and physical risk exposure into its econometric framework. By interacting these variables, the study can estimate not just whether regulation promotes green innovation on average, but how that promotion varies across different climate-risk environments.

The broader significance of the work extends into several live debates in sustainability science and policy. First, it speaks to the long-running question of whether environmental regulation harms or helps innovation, providing evidence that the answer is conditional rather than universal. Second, it elevates informal regulation from a background variable to a first-order explanatory factor, suggesting that civic engagement, transparency and public scrutiny are not soft complements to hard law but active drivers of technological change. Third, it demonstrates that the risk environment, both political and physical, is a genuine determinant of corporate environmental strategy, not merely context to be controlled for. Fourth, it implies that climate adaptation and mitigation policy should be evaluated jointly: a firm’s exposure to heat waves and floods changes how it responds to carbon rules.

For companies, the practical lessons are concrete. Firms can hedge climate policy uncertainty by diversifying their innovation portfolios, seeking technologies that remain valuable under multiple policy scenarios, and engaging in policy dialogue that supports stable frameworks rather than lobbying for regime volatility. Firms in high physical-risk regions can treat green innovation as risk management, aligning research and development with adaptation needs such as water-efficient processes, heat-tolerant materials and resilient supply chains. For investors, the findings suggest that climate policy uncertainty and physical exposure are material to the innovation trajectories of portfolio companies and therefore to long-term value.

For governments, the study’s message is equally direct. Regulatory ambition without credibility may squander its innovative potential, and regulatory design that ignores the physical realities firms face may miss opportunities to align public mandates with private incentives. The most effective policy mixes, the research implies, combine firm formal rules, a vigorous public sphere that sustains informal pressure, and credible commitments that reduce the political risk premium on green investment. As climate impacts intensify and policy debates grow more contested, understanding these interactions will only become more important for steering private ingenuity toward a low-carbon future.

The study, published in the open-access journal Scientific Reports, adds to a growing body of evidence that the transition to green technology depends not on any single lever but on the interplay of regulation, public engagement and the risk landscape in which firms operate. Its central insight, that formal and informal regulation work through distinct channels and are modulated in opposite directions by policy uncertainty and physical risk respectively, offers researchers a more refined template for analyzing environmental governance, and offers policymakers a reminder that in innovation policy, how a rule is perceived can matter as much as what it requires.