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Half Banked: The Economic Impact of Cash Management in the Marijuana Industry

Journal of Finance 2024 79(4), 2759-2796 open access
We investigate the economic value of cash management. In the legal marijuana industry, where only half of businesses have access to cash management services from a financial institution, we examine dispensary profitability using administrative and survey data. Our results show that businesses with cash management charge higher retail prices (8.3%), pay lower wholesale prices (7.3%), and have higher sales volume (19%). Together, these advantages create a 40% increase in profitability. These results support our model in which reputational capital and administrative costs drive profitability regardless of whether national banks, credit unions, or fintech provide the cash management functions.

Workplace Knowledge Flows*

Quarterly Journal of Economics 2020 135(3), 1635-1680 open access
We conducted a field experiment in a sales firm to test whether improving knowledge flows between coworkers affects productivity. Our design allows us to compare different management practices and isolate whether frictions to knowledge transmission primarily reside with knowledge seekers, knowledge providers, or both. We find large productivity gains from treatments that reduced frictions for knowledge seekers. Workers who were encouraged to seek advice from a randomly chosen partner during structured meetings had average sales gains exceeding 15%. These effects lasted at least 20 weeks after the experiment ended. Treatments intended to change knowledge providers’ willingness to share information, in the form of incentives tied to partners’ joint output, led to positive—but transitory—sales gains. Directing coworkers to share knowledge raised average productivity and reduced output dispersion between workers, highlighting the role that management practices play in generating spillovers inside the firm.