A Systematic Literature Review of Sexual Harassment Studies with Text Mining
| Autor: | Amir Karami, Suzanne C. Swan, Melek Yildiz Spinel, Kayla Ford, C. Nicole White |
|---|---|
| Jazyk: | angličtina |
| Rok vydání: | 2021 |
| Předmět: |
Topic model
literature review Geography Planning and Development Applied psychology temporal trend analysis TJ807-830 text mining Management Monitoring Policy and Law TD194-195 Renewable energy sources 03 medical and health sciences 0302 clinical medicine 0502 economics and business sexual harassment GE1-350 030212 general & internal medicine topic model Environmental effects of industries and plants Renewable Energy Sustainability and the Environment 05 social sciences Environmental sciences Trend analysis Systematic review Harassment Psychology 050203 business & management Theme (narrative) |
| Zdroj: | Sustainability, Vol 13, Iss 6589, p 6589 (2021) Sustainability Volume 13 Issue 12 |
| ISSN: | 2071-1050 |
| Popis: | Sexual harassment has been the topic of thousands of research articles in the 20th and 21st centuries. Several review papers have been developed to synthesize the literature about sexual harassment. While traditional literature review studies provide valuable insights, these studies have some limitations including analyzing a limited number of papers, being time-consuming and labor-intensive, focusing on a few topics, and lacking temporal trend analysis. To address these limitations, this paper employs both computational and qualitative approaches to identify major research topics, explore temporal trends of sexual harassment topics over the past few decades, and point to future possible directions in sexual harassment studies. We collected 5320 research papers published between 1977 and 2020, identified and analyzed sexual harassment topics, and explored the temporal trend of topics. Our findings indicate that sexual harassment in the workplace was the most popular research theme, and sexual harassment was investigated in a wide range of spaces ranging from school to military settings. Our analysis shows that 62.5% of the topics having a significant trend had an increasing (hot) temporal trend that is expected to be studied more in the coming years. This study offers a bird’s eye view to better understand sexual harassment literature with text mining, qualitative, and temporal trend analysis methods. This research could be beneficial to researchers, educators, publishers, and policymakers by providing a broad overview of the sexual harassment field. |
| Databáze: | OpenAIRE |
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