Changing Trends in Long-Term Sentiments and Neighborhood Determinants in a Shrinking City

Yunmi Park · Minju Kim · Jiyeon Shin · Megan E. Heim LaFrombois

16 citations0/0 files storedJournal of Planning Education and Research

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Urbanization and City Planning Urban Planning and Governance Place Attachment and Urban Studies

Abstract

This research examined social media’s role in understanding perceptions about the spaces in which individuals interact, what planners can learn from social media data, and how to use social media to inform urban regeneration efforts. Using Twitter data from 2010 to 2018 recorded in one U.S. shrinking city, Detroit, Michigan, this paper longitudinally investigated topics that people discuss, their emotions, and neighborhood conditions associated with these topics and sentiments. Findings demonstrate that neighborhood demographics, socioeconomic, and built environment conditions impact people’s sentiments.

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References

2010Affect Detection: An Interdisciplinary Review of Models, Methods, and Their Applications 2013Emotions and Information Diffusion in Social Media—Sentiment of Microblogs and Sharing Behavior 2000The funds, friends, and faith of happy people.2010Wealth and happiness across the world: Material prosperity predicts life evaluation, whereas psychosocial prosperity predicts positive feeling.2011Scaling Policy Preferences from Coded Political Texts 2009Socioeconomic status, neighborhood disadvantage, and poverty-related stress: Prospective effects on psychological syndromes among diverse low-income families 2013The Geography of Happiness: Connecting Twitter Sentiment and Expression, Demographics, and Objective Characteristics of Place 2006Neighborhood Characteristics and Depression

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2021The uneven shrinking city: neighborhood demographic change and creative class planning in Birmingham, Alabama 2023Revealing the heterogeneity of social capital in shrinking cities from a social infrastructure perspective: Evidence from Hegang, China 2025Examining spatial expansion and stemming strategies of urban shrinkage: evidence from Detroit, USA

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