Citizen Complaints as an Accountability Mechanism: Uncovering Patterns Using Topic Modeling

نویسندگان

چکیده

Objectives Citizen complaints are considered by policing researchers as an indicator of police misconduct, and a proxy police-community relations. Nevertheless, US EU-based studies tend to focus on sustained reported official agencies officer-based correlates. Using the case Carabineros, Chilean militarized force, this study examines (a) latent topics contained in large set against digital platform, (b) change those across time (c) complainants’ educational level. Methods We use novel computational natural language processing techniques identify themes corpus ( N = 1,623), hosted online forum from 2013 2020. Results Our findings show eight corpus. Among others, these were related effectiveness, misbehavior, master frame institutional crisis that has significantly grown over last year. Additionally, differences prevalence level also found. Conclusions Thus, contribute enterprise opening black box highlighting opportunities for social accountability developing country.

برای دانلود رایگان متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Citizen Complaints as Environmental Indicators:

Consequences of Economic Growth Fund. We are grateful to our colleagues Hua Wang and C.H. Zhang for their assistance in developing the data base for this study. Thanks also to Tom Tietenberg, Gunnar Eskeland and Mainul Huq for many useful comments.

متن کامل

Topic Modeling and Classification of Cyberspace Papers Using Text Mining

The global cyberspace networks provide individuals with platforms to can interact, exchange ideas, share information, provide social support, conduct business, create artistic media, play games, engage in political discussions, and many more. The term cyberspace has become a conventional means to describe anything associated with the Internet and the diverse Internet culture. In fact, cyberspac...

متن کامل

Citizen Complaints as Environmental Indicators: Evidence from China

Economic Growth Fund. We are grateful to our colleagues Hua Wang and C.H. Zhang for their assistance in developing the data base for this study. Thanks also to Tom Tietenberg, Gunnar Eskeland and Mainul Huq for many useful comments.

متن کامل

Modeling Microblogs using Topic Models

As the popularity of micro-blogging increases, managing friends and followers and their tweets is becoming increasingly complex. In this project, we explore the usage of topic models in understanding both text and links in micro-blogs. On a data set of 21306 users, we find that LDA can find good topics that seem to capture meaningful topics of discussion in twitter. We also find that knowing wh...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

ژورنال

عنوان ژورنال: Journal of Research in Crime and Delinquency

سال: 2022

ISSN: ['1552-731X', '0022-4278']

DOI: https://doi.org/10.1177/00224278221101119