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Development and Validation of the Personal Values Dictionary: A Theory–Driven Tool for Investigating References to Basic Human Values in Text
| Content Provider | SAGE Publishing |
|---|---|
| Author | Ponizovskiy, Vladimir Ardag, Murat Grigoryan, Lusine Boyd, Ryan Dobewall, Henrik Holtz, Peter |
| Copyright Year | 2020 |
| Abstract | Estimating psychological constructs from natural language has the potential to expand the reach and applicability of personality science. Research on the Big Five has produced methods to reliably assess personality traits from text, but the development of comparable tools for personal values is still in the early stages. Based on the Schwartz theory of basic human values, we developed a dictionary for the automatic assessment of references to personal values in text. To refine and validate the dictionary, we used Facebook updates, blog posts, essays, and book chapters authored by over 180 000 individuals. The results show high reliability for the dictionary and a pattern of correlations between the value types in line with the circumplex structure. We found small to moderate (rs = .1–.4) but consistent correlations between dictionary scores and self–reported scores for 7 out of 10 values. Correlations between the dictionary scores and age, gender, and political orientation of the author and scores for other established dictionaries mostly followed theoretical predictions. The Personal Values Dictionary can be used to assess references to value orientations in textual data, such as tweets, blog posts, or status updates, and will stimulate further research in methods to assess human basic values from text. |
| Related Links | https://journals.sagepub.com/doi/pdf/10.1002/per.2294?download=true |
| Starting Page | 885 |
| Ending Page | 902 |
| Page Count | 18 |
| ISSN | 08902070 |
| Issue Number | 5 |
| Volume Number | 34 |
| Journal | European Journal of Personality (ERP) |
| e-ISSN | 10990984 |
| DOI | 10.1002/per.2294 |
| Language | English |
| Publisher | Sage Publications UK |
| Publisher Date | 2020-09-01 |
| Publisher Place | London |
| Access Restriction | Open |
| Rights Holder | © 2020 European Association of Personality Psychology |
| Subject Keyword | language measurement basic human values dictionary computerized text analysis |
| Content Type | Text |
| Resource Type | Article |
| Subject | Social Psychology |
