Efforts to reduce inequality do not automatically translate into more equal opportunity. Their effects depend on how organizations respond strategically and on the evaluation, hiring, and resource-allocation practices through which opportunities are distributed. My research examines these responses across periods of reform and retrenchment, asking when social movements and structural interventions produce substantive organizational change, when firms respond symbolically, and why gains and penalties are unequally distributed, even among workers within the same demographic group. I use quantitative methods and large-scale archival data from creative and knowledge-intensive industries—film, television, and science—where project-based work makes these practices unusually observable over time.
Selected Research Awards
Annual Conference Best Paper Prize, Ph.D. Paper Prize & Responsible Research Paper Prize, Strategic Management Society 2023
Will Mitchell Dissertation Research Grant, Strategy Research Foundation 2023
Finalist, INFORMS/Organization Science Best Dissertation Proposal Competition 2023
01 — Working Papers
[Title redacted: paper about an evaluator’s diversity intervention]
Second-round Revise & Resubmit, Administrative Science Quarterly
Title and abstract withheld to preserve blind review. Draft available upon request.
How Social Movements Influence Network-based Hiring: Evidence from the Film Industry
Draft under revision; preparing for journal submission
+ Abstract
Network-based hiring, which involves recruiting individuals through social connections, offers many organizational benefits, such as streamlining the hiring and onboarding processes and improving the match quality between organizations and new hires. However, it may also contribute to the limited access to certain job opportunities for marginalized workers. This study investigates how a social movement, #MeToo, which attracted widespread public attention to gender harassment, can influence an organization’s reliance on social connections for hiring decisions in an analysis of archival data on hiring decisions for top cast and crew positions in U.S. film releases from January 2010 to April 2021. Specifically, the analysis involves examining whether and how film directors shifted their collaboration patterns with women following the #MeToo movement, which raised awareness on gender harassment and sexual assault. The results show that more women are hired after #MeToo and that this increase was associated with film directors expanding their network of female collaborators. However, these network-expanding effects are concentrated in occupations off the film set, in line with moderation effects related to the perceived risk of accusations when working in close proximity with new female colleagues. These findings highlight conditions under which structural interventions may diminish the reliance on social networks for hiring, potentially mitigating its exclusionary effects.
Hiding in Plain Sight: Firm Strategic Response to Diversity Disclosure Requirements
with Sarah Kaplan and Aaron Dhir
In preparation for a book chapter
+ Abstract
Regulators increasingly adopt mandatory disclosure regulations to address social challenges. Requiring information disclosure rather than directly regulating firm behaviors and outcomes relies on social enforcement—a decentralized process where stakeholders may monitor, identify, and report on legal, ethical, or community norms violations—to ensure progress. Its efficacy, however, is contingent upon stakeholder access to information about the firm. Prior research shows that firms use symbolic management strategies in voluntary disclosures to make information harder to retrieve and evaluate. We theorize that this will also be the case in mandatory disclosures but that a firm’s visibility—the attention it receives from its stakeholders—will moderate its strategic response in terms of whether they use symbolic management strategies such as obfuscation and abstraction and how this is associated with subsequent substantive action. We test our hypotheses using the texts of 3,213 diversity disclosures from firms under the Ontario Securities Commission’s mandatory “comply-or-explain” regulation for women’s representation on boards (2015–2018). Our analysis suggests that disclosure regulations relying on social enforcement may only work to the extent that firms are visible to stakeholders. If they receive less intense and multifaceted scrutiny, firms may be able to hide behind symbolic management strategies.
02 — Selected Work in Progress
Tokenism Across Careers: Evidence from U.S. Television Writers’ Rooms
with Janet Xu (equal authorship)
Academy of Management Annual Meeting Symposium, Philadelphia, 2026
Lost Science or Lost Scientists? Gender and the 2025 NIH Grant Terminations
with Andy Back (equal authorship) and Nicola Lacetera
West Coast Research Symposium, Banff, 2026