The Relationship Between Government Response Speed and Sentiments of Public Complaints: Empirical Evidence From Big Data on Public Complaints in South Korea

Young Bae, Byung-Deuk Woo, Sungwon Jung, Eunchae Lee, Jiin Lee, Mingu Lee and Haegyun Park

SAGE Open, 2023, vol. 13, issue 2, 21582440231168048

Abstract: This article utilizing unique data on 37,655 public complaints in South Korea from April 2021 to March 2022 aims to unveil the association between sentiments in public complaints or petitions and government response speed. We estimate sentiments in each complaint with five morphological analyzers and employ negative binomial regression models. The empirical results demonstrate that public complaints with the sentiment of Fear tend to receive faster governmental responses while complaints with the sentiment of Sorrow are more likely to be addressed slowly. The influence of the sentiment of Fear and Sorrow is consistently robust in logistic event history models, while the sentiment of Anger is not statistically significant anymore. The results contribute to the literature on political psychology by demonstrating that facing public complaints dominated by different sentiments can influence the efficiency of civil servants. At the same time, this article suggests providing periodical counseling and education for civil servants who continuously face waves of negative sentiments to treat public complaints expertly.

Keywords: government response speed; public complaints; sentiment analysis; text analysis; South Korea (search for similar items in EconPapers)
Date: 2023
References: View references in EconPapers View complete reference list from CitEc
Citations:

Downloads: (external link)
https://journals.sagepub.com/doi/10.1177/21582440231168048 (text/html)

Related works:
This item may be available elsewhere in EconPapers: Search for items with the same title.

Export reference: BibTeX RIS (EndNote, ProCite, RefMan) HTML/Text

Persistent link: https://EconPapers.repec.org/RePEc:sae:sagope:v:13:y:2023:i:2:p:21582440231168048

DOI: 10.1177/21582440231168048

Access Statistics for this article

More articles in SAGE Open
Bibliographic data for series maintained by SAGE Publications ().