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Financial Effects of Remote Product Delivery: Evidence from Hospitals

Review of Financial Studies 2024 37(9), 2817-2854
We study financial effects of remote product delivery in the healthcare industry. Exploiting staggered law adoption for identification, we find that telehealth provision redistributes hospital operations and access to capital away from rural communities. As urban telehealth providers acquire rural patients, rural hospitals experience decreased revenue and profit, credit rating downgrades, increased cost of capital, and ultimately risk of closure. Although telehealth reduces travel costs, some communities lose access to acute care. Overall, we conclude that remote healthcare services have financial consequences as well as real effects, and their benefits are unequally distributed.

Opioid Crisis Effects on Municipal Finance

Review of Financial Studies 2022 35(4), 2019-2066 open access
We investigate the effects of opioid abuse on municipal finance. We employ instrumental variables, border discontinuity difference-in-differences regressions, and coarsened exact matching to identify consistent causal effects, while controlling for variation in economic conditions and demographics. Opioid abuse lowers credit ratings, increases new offer yields, and reduces bond issuance. Reversal of these effects following effective antiopioid legislation further supports causality. Differential effects due to investor heterogeneity suggest that opioid abuse affects municipal finance through a capital supply channel. Overall, we conclude that local opioid abuse impedes municipalities’ access to capital and thus hurts their ability to provide public services and infrastructure.