Can media and text analytics provide insights into labour market conditions in China? / by Jeannine Bailliu … [et al.]. : FB3-5/2018-12E-PDF
“Although issues have been raised with respect to many of China's official statistics, those pertaining to the labour market have been seen as particularly problematic. A reliable and regularly released labour market indicator can offer insights into an economy’s cyclical position, supporting macroeconomic analysis and policy-making. Moreover, such an indicator is essential for the design of appropriate labour market policies. In this paper, we utilize machine learning techniques, specifically text analytics, to construct a labour market conditions index (LMCI) for China by extracting labour market information from mainland Chinese-language newspapers over the period 2003 to 2017. The results suggest that text analytics can be used to extract useful labour market information from Chinese newspapers"--Non-technical summary.
Lien permanent pour cette publication :
publications.gc.ca/pub?id=9.853511&sl=1
Ministère/Organisme | Bank of Canada. |
---|---|
Titre | Can media and text analytics provide insights into labour market conditions in China? / by Jeannine Bailliu … [et al.]. |
Titre de la série | Bank of Canada staff working paper, 1701-9397 ; 2018-12 |
Type de publication | Série - Voir l'enregistrement principal |
Langue | [Anglais] |
Format | Électronique |
Document électronique | |
Note(s) | "March 2018." Includes bibliographical references (p. 19-21). Includes abstract in French. |
Information sur la publication | [Ottawa] : Bank of Canada, 2018. |
Auteur / Contributeur | Bailliu, Jeannine N. |
Description | ii, 40 p. : charts (mostly col.), col. map. |
Numéro de catalogue |
|
Descripteurs | Labour market Statistical analysis Newspapers |
Demander des formats alternatifs
Pour demander une publication dans un format alternatif, remplissez le formulaire électronique des publications du gouvernement du Canada. Utilisez le champ du formulaire «question ou commentaire» pour spécifier la publication demandée.- Date de modification :