This paper studies the causal effect of ultra-broadband (UBB) diffusion on healthcare utilization in Lombardy, Italy, between 2015 and 2019. Exploiting variation in the gradual rollout of UBB infrastructure across municipalities, and measuring treatment intensity as the percentage of households covered by UBB, we estimate a difference-in-differences model for continuous treatments. Using rich administrative data on outpatient diagnostic services and emergency room (ER) visits, we analyze how increased internet availability affects healthcare-seeking behavior. Our results show that higher UBB coverage leads to a significant increase in outpatient diagnostic activity, with heterogeneous effects across diagnostic technologies and stronger responses among older individuals. At the same time, UBB expansion is associated with a reduction in ER utilization, particularly in inappropriate visits among younger individuals. Although the underlying behavioral mechanism is not directly identified, the results are consistent with the hypothesis that improved access to online health information may contribute to the observed increase in diagnostic activity and the reduced reliance on emergency care.

Berta, P., Guerriero, C., Moccia, S., Muzzi, S., Sabatino, L. (2026). The "Dr Google" effect: Online health information and its implications. ECONOMICS AND HUMAN BIOLOGY, 63(December 2026) [10.1016/j.ehb.2026.101658].

The "Dr Google" effect: Online health information and its implications

Berta, P;Muzzi, S;
2026

Abstract

This paper studies the causal effect of ultra-broadband (UBB) diffusion on healthcare utilization in Lombardy, Italy, between 2015 and 2019. Exploiting variation in the gradual rollout of UBB infrastructure across municipalities, and measuring treatment intensity as the percentage of households covered by UBB, we estimate a difference-in-differences model for continuous treatments. Using rich administrative data on outpatient diagnostic services and emergency room (ER) visits, we analyze how increased internet availability affects healthcare-seeking behavior. Our results show that higher UBB coverage leads to a significant increase in outpatient diagnostic activity, with heterogeneous effects across diagnostic technologies and stronger responses among older individuals. At the same time, UBB expansion is associated with a reduction in ER utilization, particularly in inappropriate visits among younger individuals. Although the underlying behavioral mechanism is not directly identified, the results are consistent with the hypothesis that improved access to online health information may contribute to the observed increase in diagnostic activity and the reduced reliance on emergency care.
Articolo in rivista - Articolo scientifico
Continuous treatment; Diff-in-Diff; Overprescription; Ultra-broadband;
English
15-ott-2026
2026
63
December 2026
101658
reserved
Berta, P., Guerriero, C., Moccia, S., Muzzi, S., Sabatino, L. (2026). The "Dr Google" effect: Online health information and its implications. ECONOMICS AND HUMAN BIOLOGY, 63(December 2026) [10.1016/j.ehb.2026.101658].
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/10281/629105
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