Journal
TELEMATICS AND INFORMATICS
Volume 64, Issue -, Pages -Publisher
ELSEVIER
DOI: 10.1016/j.tele.2021.101678
Keywords
Open data; Open government; Environmental policy; Local and state government
Categories
Ask authors/readers for more resources
This study utilized various techniques to analyze the datasets hosted on governmental open data portals, revealing differences in environmental priorities and meanings between state-level and municipal-level ODPs. State-level ODPs were found to be more influenced by political conservatism/liberalism.
The ways in which environmental priorities are framed are varied and influenced by political forces. One technological advance-the proliferation of government open data portals (ODPs)-has the potential to improve governance through facilitating access to data. Yet it is also known that the data hosted on ODPs may simply reflect the goals and interests of multiple levels of political power. In this article, I use traditional statistical correlation and regression techniques along with newer natural language processing and machine learning algorithms to analyze the corpus of datasets hosted on government ODPs (total: 49,066) to extract patterns that relate scales of governance and political liberalism/conservatism to the priorities and meaning attached to environmental issues. I find that state-level and municipal-level ODPs host different categories of environmental datasets, with municipal-level ODPs generally hosting more datasets pertaining to services and amenities and state-level ODPs hosting more datasets pertaining to resource protection and extraction. Stronger trends were observed for the influences of political conservatism/ liberalism among state-level ODPs than for municipal-level ODPs.
Authors
I am an author on this paper
Click your name to claim this paper and add it to your profile.
Reviews
Recommended
No Data Available