Private adoption of public good technologies: the case of PurpleAir in California

We study the private adoption and spatial diffusion of a technology that provides a local public good—PurpleAir (PA) pollution monitors, which deliver real-time, publicly accessible air quality information. From a purely informational perspective, the ideal spacing of these monitors should reflect t...

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Main Authors: Joshua Graff Zivin, Benjamin Krebs, Matthew Neidell
Format: Article
Language:English
Published: IOP Publishing 2025-01-01
Series:Environmental Research Communications
Subjects:
Online Access:https://doi.org/10.1088/2515-7620/ade2be
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author Joshua Graff Zivin
Benjamin Krebs
Matthew Neidell
author_facet Joshua Graff Zivin
Benjamin Krebs
Matthew Neidell
author_sort Joshua Graff Zivin
collection DOAJ
description We study the private adoption and spatial diffusion of a technology that provides a local public good—PurpleAir (PA) pollution monitors, which deliver real-time, publicly accessible air quality information. From a purely informational perspective, the ideal spacing of these monitors should reflect the degree of spatial correlation in pollution. We examine whether observed adoption patterns align with an information-maximizing distribution to explore the information implications of this private provision of a public good. Using data from California between 2019 and 2021, we find that monitor adoption is highly clustered in less polluted areas, where the marginal monitor provides minimal additional public information. Moreover, monitor adoption mainly occurs in affluent, predominantly White neighborhoods, underscoring the potential environmental justice concerns associated with the private provision of this public good. Additional analyses suggest that spatial clustering in preferences that are independent of the monitors’ informational value may be driving adoption.
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spelling doaj-art-96fcdd4464d74ec3aee1723ae81e86322025-08-20T02:08:00ZengIOP PublishingEnvironmental Research Communications2515-76202025-01-017606502510.1088/2515-7620/ade2bePrivate adoption of public good technologies: the case of PurpleAir in CaliforniaJoshua Graff Zivin0Benjamin Krebs1https://orcid.org/0000-0001-6870-1514Matthew Neidell2Department of Economics, University of California , San Diego, La Jolla, CA, United States of America; School of Global Policy and Strategy, University of California , San Diego, La Jolla, CA, United States of America; National Bureau of Economic Research , Cambridge, MA, United States of AmericaFaculty of Business and Economics, University of Basel , SwitzerlandNational Bureau of Economic Research , Cambridge, MA, United States of America; Department of Health Policy and Management, Mailman School of Public Health, Columbia University , New York, NY, United States of America; IZA Institute of Labor Economics , Bonn, GermanyWe study the private adoption and spatial diffusion of a technology that provides a local public good—PurpleAir (PA) pollution monitors, which deliver real-time, publicly accessible air quality information. From a purely informational perspective, the ideal spacing of these monitors should reflect the degree of spatial correlation in pollution. We examine whether observed adoption patterns align with an information-maximizing distribution to explore the information implications of this private provision of a public good. Using data from California between 2019 and 2021, we find that monitor adoption is highly clustered in less polluted areas, where the marginal monitor provides minimal additional public information. Moreover, monitor adoption mainly occurs in affluent, predominantly White neighborhoods, underscoring the potential environmental justice concerns associated with the private provision of this public good. Additional analyses suggest that spatial clustering in preferences that are independent of the monitors’ informational value may be driving adoption.https://doi.org/10.1088/2515-7620/ade2betechnology adoptionpublic goods provisionpublic informationpollution monitoringenvironmental justice
spellingShingle Joshua Graff Zivin
Benjamin Krebs
Matthew Neidell
Private adoption of public good technologies: the case of PurpleAir in California
Environmental Research Communications
technology adoption
public goods provision
public information
pollution monitoring
environmental justice
title Private adoption of public good technologies: the case of PurpleAir in California
title_full Private adoption of public good technologies: the case of PurpleAir in California
title_fullStr Private adoption of public good technologies: the case of PurpleAir in California
title_full_unstemmed Private adoption of public good technologies: the case of PurpleAir in California
title_short Private adoption of public good technologies: the case of PurpleAir in California
title_sort private adoption of public good technologies the case of purpleair in california
topic technology adoption
public goods provision
public information
pollution monitoring
environmental justice
url https://doi.org/10.1088/2515-7620/ade2be
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