政大機構典藏-National Chengchi University Institutional Repository(NCCUR):Item 140.119/140787

English | 正體中文 | 简体中文 | Post-Print筆數 : 27 | Items with full text/Total items : 110944/141864 (78%)
Visitors : 48072653 Online Users : 874

RC Version 6.0 © Powered By DSPACE, MIT. Enhanced by NTU Library IR team.

Home ‧ Login ‧ Upload ‧ Help ‧ About ‧ Administer

政大機構典藏 > 社會科學學院 > 政治學系 > 期刊論文 > Item 140.119/140787

Please use this identifier to cite or link to this item: https://nccur.lib.nccu.edu.tw/handle/140.119/140787

Title:	When “Don’t Know” Indicates Nonignorable Missingness: Using the Estimation of Political Knowledge as an Example
Authors:	蔡宗漢 Tsai, Tsung-han
Contributors:	政治系
Keywords:	political knowledge;nonignorable missingness;missing not at random;item response theory;Bayesian methods
Date:	2022-01
Issue Date:	2022-07-05 16:35:52 (UTC+8)
Abstract:	The conventional procedure for measuring political knowledge is treating nonresponses such as “don’t know” as incorrect responses and counting the number of “correct” responses. In recent times, increasing attention has been paid to partial knowledge hidden within incorrect and nonresponses. This article explores partial knowledge indicated by incorrect and nonresponses and considers nonresponses as nonignorable missingness. We propose a model that combines the shared-parameter approach presented in the literature on missing data mechanisms and the methods of item response theory. We show that the proposed model can determine whether the people with nonresponses should be treated as more or less knowledgeable and detect whether it is appropriate to pool nonresponses and incorrect responses into the same category. Furthermore, we find partial knowledge hidden within women’s nonresponses, which confirms the possibility of the exaggeration of the gender gap in political knowledge.
Relation:	Political Studies Review, pp.1-22
Data Type:	article
DOI 連結:	https://doi.org/10.1177/14789299211058543
DOI:	10.1177/14789299211058543
Appears in Collections:	[政治學系] 期刊論文

Files in This Item:

File	Size	Format
index.html	0Kb	HTML2	212	View/Open

社群 sharing

著作權政策宣告 Copyright Announcement

1.本網站之數位內容為國立政治大學所收錄之機構典藏，無償提供學術研究與公眾教育等公益性使用，惟仍請適度，合理使用本網站之內容，以尊重著作權人之權益。商業上之利用，則請先取得著作權人之授權。
The digital content of this website is part of National Chengchi University Institutional Repository. It provides free access to academic research and public education for non-commercial use. Please utilize it in a proper and reasonable manner and respect the rights of copyright owners. For commercial use, please obtain authorization from the copyright owner in advance.

2.本網站之製作，已盡力防止侵害著作權人之權益，如仍發現本網站之數位內容有侵害著作權人權益情事者，請權利人通知本網站維護人員(nccur@nccu.edu.tw)，維護人員將立即採取移除該數位著作等補救措施。
NCCU Institutional Repository is made to protect the interests of copyright owners. If you believe that any material on the website infringes copyright, please contact our staff(nccur@nccu.edu.tw). We will remove the work from the repository and investigate your claim.

Loading...