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Journal of Chinese Political Science

Erschienen in:

01.12.2011 | Research Article

Quantitative Content Analysis of Chinese Texts?: A Methodological Note

verfasst von: Yu-Wen Chen

Erschienen in: Journal of Chinese Political Science | Ausgabe 4/2011

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Abstract

This paper discusses the quantitative measurement of Chinese texts using hand-coded analysis, Yoshikoder and Wordscores. The paper compares the advantages and disadvantages of each method using the example of the 2008 melamine-tainted milk scandal in China. The policy positions estimated by Yoshikoder are not too different from those using hand-coded analysis. Yoshikoder outperforms Wordscores, but with substantial human intervention.

Vorheriger Artikel The Neo-Communist Regime of Present-Day China

Nächster Artikel Susan L. Shirk, China: Fragile Superpower

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Jonathan Sullivan and Will Lowe [12].

Jonathan Sullivan and Bettina Renz [13].

Michael Laver et al. [5].

Robert Klemmensen et al. [3].

Robert Klemmensen et al. [3]; Heike Klüver [4]; Kenneth Benoit and Michael Laver [1]; Michael Laver et al. [5].

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For instance, see Lawrence, Dune. 2008. China Says Sanlu Milk Likely Contaminated by Melamine (Update 1). Bloomberg (September 12 2008). http://www.bloomberg.com/apps/news?pid=newsarchive&sid=at6LcKJB6YA8&refer=asia (accessed July. 3, 2010).

Coding forms can be obtained at http://www.yuwenjuliechen.com/research.

It is better that reference texts can represent “each extreme position on the dimension”. I seek to find texts that represent the five pre-defined positions. See Robert Klemmensen et al. [3].

The STATA command can be found at http://www.yuwenjuliechen.com/research.

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Fuchun Peng et al. [10].

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Klüver, H. 2009. Measuring interest group influence using quantitative text analysis. European Union Politics 10(4): 535–549.CrossRef

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Lowe, Will. 2006. Yoshikoder: An open source multilingual content analysis tool for social scientists. The American Political Science Association Meeting, Philadelphia, USA. http://www.yoshikoder.org/courses/apsa2006/apsa-yk.pdf (accessed June. 26, 2010).

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Peng, Fuchun, Fangfang Feng, and Andrew McCallum. 2004. Chinese segmentation and new word detection using conditional random fields. Proceedings of the 20th International Conference on Computational Linguistics. Switzerland: Geneva. No 562.

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Sullivan, J., and B. Renz. 2010. Chinese migration: Still the major focus of Russian Far East/Chinese North East relations? The Pacific Review 23(2): 261–285.CrossRef

Titel: Quantitative Content Analysis of Chinese Texts?: A Methodological Note
verfasst von: Yu-Wen Chen
Publikationsdatum: 01.12.2011
Verlag: Springer Netherlands
Erschienen in: Journal of Chinese Political Science / Ausgabe 4/2011
Print ISSN: 1080-6954
Elektronische ISSN: 1874-6357
DOI: https://doi.org/10.1007/s11366-011-9164-0

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