Published and Forthcoming
Tang, Shirley (2026)“Accountable Secrecy: The Appropriability of Process Innovation Under Public Scrutiny”
(previous title: “The Transparency Dilemma: Environmental Disclosure under the Threat of Technology Expropriation”)
Forthcoming, Management Science
Strategy Research Foundation (SRF) Dissertation Grant 2022
Runner-up, INFORMS/Organization Science Best Dissertation Proposal Competition 2022
Best Paper in the Stream of Innovation and Entrepreneurship, Industry Studies Association Conference (ISA) 2023
Best Student Paper, TIM Division, Academy of Management 2023
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Disclosure of granular, process-level information is increasingly used to govern risky technologies, yet it introduces a strategic tension: the same transparency that allows stakeholders to monitor harm also exposes proprietary know-how to rivals. This paper explores the accountability–appropriability trade-off in U.S. hydraulic fracturing, where regulators require well operators to disclose well-level chemical use but permit trade-secret redactions. Linking ingredient-level disclosures for wells completed between 2011 and 2019 to data on drilling permits, productivity, and chemical toxicity, I exploit state-year variation in public scrutiny to compare wells drilled in the same shale formations and time periods but exposed to different scrutiny environments. Heightened scrutiny is associated with lower use of toxic chemicals, and conservative bounds analyses indicate that this pattern is not explained solely by relabeling toxic ingredients as secrets. The transparency response, however, depends on appropriability conditions. Scrutiny is associated with fewer redactions only when disclosure presents lower imitation risks: in more concentrated local markets or when operators possess localized complementary assets that protect innovation rents without reliance on secrecy. By developing the concept of accountable secrecy, this paper bridges stakeholder governance, innovation strategy, and the resource-based view, and identifies a critical boundary of stakeholder governance: while external pressure can force the internalization of social costs, transparency over process knowledge remains bounded by the need to protect competitive advantage. For policy, the implication is that effective disclosure regimes must make hazard-relevant conduct auditable while maintaining incentives to invest in process innovation.
Tang, Shirley, Daniel W. Elfenbein, and Tatenda Pasipanodya (2025).“Self-regulation, Corruption, and Competitiveness in Extractive Industries: Making Transparency Pay” Strategic Management Journal, 46(12), 2945–2974, December 2025.
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Self-regulation is often proposed as a substitute for government regulation. We examine a setting in which a subset of firms voluntarily committed to transparency standards despite immediate competitive disadvantages, not merely to preempt regulation but to succeed under future mandatory rules they helped enact through lobbying. Focusing on the Extractive Industries Transparency Initiative (EITI), an anti-corruption multi-stakeholder initiative, we show that firms initially suffered competitive costs in corrupt markets after endorsing EITI. These firms subsequently lobbied for mandatory disclosure regulations. Once mandatory rules took effect, previously disadvantaged transparent firms gained substantial competitive advantages. Our study highlights how firms can integrate voluntary commitment with political advocacy to resolve collective action problems, reshaping both competitive dynamics and the regulatory landscape.
Working Papers
Tang, Shirley, Daniel W. Elfenbein, and Tatenda Pasipanodya (2025). “Self-Regulation in Weak Institutional Environments: The Extractive Industries Transparency Initiative, Corruption, and Growth in Resource-Rich African Communities”
Provisional Accept at Organization Science
Distinguished Paper Award—Nonmarket Strategy Track, STR Division, AOM 2024
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Can voluntary self-regulatory institutions address corruption in weak institutional environments? Prevailing wisdom suggests that absent rigorous enforcement, such initiatives may merely generate symbolic gestures. We revisit this conclusion by examining the Extractive Industries Transparency Initiative (EITI)—a multi-stakeholder effort designed to deter corruption in resource-rich countries. Linking annual firm-level EITI membership with Afrobarometer survey data and satellite-based measures of local economic activity, we find lower perceptions of corruption, greater civic engagement, and increased economic development near the oil and gas operations of firms after they become EITI members. We argue that, in these weak institutional environments, external pressure from civil society and global NGOs can partly substitute for formal legal enforcement, inducing genuine adherence to self-imposed transparency standards, which in turn, meaningfully improve governance and development outcomes.
Belenzon, Sharon, Alberto Galasso, Honggi Lee, and Shirley Tang.“Enterprise Liability and the Organizational Response to Hazardous-Chemical Regulation”
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How does organizational structure affect the impact of information-based regulation? We study this question in European hazardous chemical regulation, where compliance is recorded at the level of egal-entity registrants but production decisions are made by corporate groups that control multiple subsidiaries. We develop a model in which a hazard listing increases expected liability by making damages more likely after harm occurs. Because enterprise liability varies across jurisdictions, the same listing changes expected costs differentially across subsidiaries within the same group. Multi-subsidiary groups may therefore respond by selectively ceasing at high-liability subsidiaries while maintaining the chemical elsewhere in the organization.
We test the model using staggered hazard listings under the EU’s REACH framework and the NGO-maintained SIN list, matched to European Chemicals Agency registration records, Orbis corporate ownership data, and country-level measures of piercing-the-corporate-veil risk. Listing raises the annual probability of registrant-level cessation by about 1.9 percentage points from a baseline near one percent. Aggregating to the corporate-group level reveals that this response differs sharply by organizational structure. For chemicals registered by a single subsidiary within a group, listing primarily induces group exit. For chemicals registered by multiple subsidiaries in the same group, listing induces selective cessation rather than proportional group exit. Within selective-cessation events, ceased subsidiaries are located in higher enterprise-liability jurisdictions than continuing subsidiaries and have lower profit-to-liability ratios. The results are robust to event-study estimators, placebo listing dates, alternative clustering, predetermined organizational structure, country-level confound checks, and tests for substitute availability. The findings show how corporate groups can transform legal-entity compliance into group-level continuation, revealing a structural boundary condition for information-based regulation.
Carnahan, Seth, Lamar Pierce, and Shirley Tang (2026).“Clutch Performers”
Best Conference Paper, Strategy Science Conference 2026, University of Colorado Boulder
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This paper examines the widespread yet unsubstantiated lay theory that “clutch” high performance under pressure is a unique individual attribute defining some star employees. We subject this lay theory to the first empirical test in typical firms, using over one million new automobile sales by 21,896 salespeople at 1,034 franchised dealerships. These salespeople regularly face high month-end pressure due to lucrative dealer sales incentives from manufacturers. We first establish clutch lay theory through a survey and conjoint analysis of automotive sales managers, then employ multilevel mixed models to show that employees’ performance under pressure closely mirrors their low-pressure performance. The rare clutch performers in our data have little economic importance and are likely unidentifiable to management. Star salespeople are consistently stars, while average employees are consistently average. Our paper provides an example of why lay theories are poor substitutes for scientific theory developed through logic or induction, and why rigorous empirical work with null findings is an important tool for advancing theory. We caution managers against categorizing employees as “clutch” or “anti-clutch” performers, given the risk that anecdotal or small-sample performance differences under pressure might reflect random chance and not underlying employee contribution or value. Doing so can not only hurt organizational performance but can also increase inequity when stereotypes and other cognitive biases fuel worker miscategorization.
Select work-in-progress
Regulatory uncertainty, managerial cognition, and M&As (with Yishu Li)
Distributed accountability in innovation supply chains (with Parasuram Balasubramanian and Yishu Li)
Commercial secrecy (with Yufeng Xia)
Directed technical change with information disclosure (with Felix Poege and Xina Li)
A project on CCUS (with Hila Belinson and Shipeng Yan)