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引文資料
題名:
利用多層線性模式瞭解題目無反應
書刊名:
調查研究
作者:
楊孟麗
作者(外文):
Yang, Meng-li
出版日期:
2002
卷期:
12
頁次:
頁59-90
主題關鍵詞:
多層線性模式
;
題項無反應
;
訪員特色
;
受訪者特色
;
HLM
;
Multilevel logistic model
;
Item nonresponse
;
Interviewer characteristics
;
Respondent characteristics
原始連結:
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相關次數:
被引用次數:期刊(
4
) 博士論文(0) 專書(0) 專書論文(0)
排除自我引用:
4
共同引用:0
點閱:75
研究已顯示,題目無反應的形成與受訪者及題目的特質有關,若不加以瞭解,可能會使研究結果產生偏誤。另一方面,也發現訪員特質與受訪者在某些特殊議題的回答行為有關。因此討論題目無反應時,必須將訪員、受訪者與題目,三方面的特質同時納入考慮。已有研究者將多層線性模式(HLM)應用於題目無反應,但這些研究只限於探討題目與回答者兩者,或受訪者與訪員兩者之間的互動,或者無反應的總數與受訪者及訪員之間的關係。本研究以HLM中的三層模式來探討題目特質、受訪者與訪員三者對於無反應的影響。所使用的方法是先依據題目的特質(面向)分類後,再以三層模式分析這些面向中的無反應,同時瞭解訪員特質、受訪者特質、與題目面向三者的影響。我以分析臺灣地區社會變遷基本調查第三期四次的傳播組中的十個題目做為例子,並討論其結果。
以文找文
Item nonresponse has been shown related to respondent and item characteristics. On the other hand, interviewer characteristics also have been found related to response behavior on some special issues. Therefore, in studying item nonresponse, we need to take into consideration characteristics of all three above, namely, the interviewer, the respondent and the items. To solve the problem, this study groups items based on what they measure or what mechanism they might activate (dimension), and then uses the 3-level logistic model to analyze them, so that the three-way interaction among the items' dimensions, the respondent and the interviewer can be investigated. Nonresponse from 10 questions in the Mass media Volume (volume 1) of the Taiwan Social Change fourth survey of the third period are analyzed as an example. Results and implications are discussed.
以文找文
期刊論文
1.
Singer, Eleanor、Frankel, Martin R.、Glassman, Marc B.(1983)。The Effect of Interviewer Characteristics and Expectations on Response。Public Opinion Quarterly,47(1),68-83。
2.
Hedeker, D.、Gibbons, R.(1994)。A random effects ordinal regression model for multilevel analysis。Biometrics,50(4),933-944。
3.
Kane, Emily W.、Macaulay, Laura J.(1993)。Interviewer Gender and Gender Attitudes。Public Opinion Quarterly,57(1),1-28。
4.
Van Tilburg, Theo(1998)。Interviewer Effects in the Measurement of Personal Network Size: A Non-experimental Study。Sociological Methods and Research,26(3),300-328。
5.
Berinsky, Adam J.(1999)。The Two Faces of Public Opinion。American Journal of Political Science,43(4),1209-1230。
6.
Borgers, Natacha、Hox, Joop(2001)。Item Nonresponse in Questionnaire Research With Children。Journal of Official Statistics,17(2),321-335。
7.
Davis, Darren W.(1997)。Nonrandom Measurement Error and Race of Interviewer Effects among African Americans。The Public Opinion Quarterly,61,183-207。
8.
Hox, J. J.(1994)。Hierarchical Regression Models for Interviewer and Respondent Effects。Sociological Methods and Research,22(3),300-318。
9.
Anderson, B. A.、Silver, B. D.、Abramson, P. R.(1988)。The Effects of Race of the Interviewer on Measures of Electroal Participation by Blacks in SRC National Election Studies。Public Opinion Quarterly,52,53-83。
10.
Craig, C. S.、McCann, H. M.(1978)。Item Nonresponse in Mail Surveys: Extent and Correlation。Journal of Marketing Research,15,285-289。
11.
Ferber, R.(1966)。Item Nonresponse in a Consumer Survey。Public Opinion Quarterly,30,399-415。
12.
Ford, N. M.(1968)。Questionnaire Appearance and Response Rates in Mail Surveys。Journal of Advertising Research,8,43-45。
13.
Francis, J. D.、Busch, L.(1975)。What We Now Know About I Don’t Know。Public Opinion Quarterly,39,207-18。
14.
Goldstein, H.、Rasbash, J.(1996)。Improved Approximations for Multilevel Models with Binary Responses。Journal of the Royal Statistical Society,159(3),505-513。
15.
Hedecker, D.、Gibbons, R.(1996)。Mixor a Computer Program for Mixed-Effects Ordinal Probit and Logistic Regression Analysis。Computer Methods and Programs in Biomedicine,49,157-176。
16.
Kaldenberg, D. O.、Koenig, H. F.、Becker, B. W.(1994)。Mail Survey Response Patterns in a Population of the Elderly: Does Response Deteriorate with Age?。Public Opinion Quarterly,58,68-76。
17.
Kish, L.(1965)。Studies of Interviewer Variance for Attitudinal Variables。Journal of American Statistical Association,57,92-115。
18.
Pinheiro, J.、Bates, R.(1995)。Approximations to the Likelihood Function in the Nonlinear Mixed effects Model。Journal of Computational and Graphical Statistics,4(1),12-35。
19.
Raudenbush, S. W.、Rowan, B.、Kang, S.(1991)。A Multilevel, Multivariate Model for Studying School Climate in Secondary Schools with Estimation via the EM Algorithm。Journal of Educational Statistics,16,295-330。
20.
Catania, J. A.、Binson, D.、Canchola, J.、Pollack, L. M.、Hauck, W.、Coates, T. J.(1996)。Effects of Interviewer Gender, Interviewer Choice, and Item Wording on Responses to Questions Concerning Sexual Behavior。Public Opinion Quarterly,60,345-375。
21.
Guo, Guang、Zhao, Hongxin(2000)。Multilevel Modeling for Binary Data。Annual Review of Sociology,26(1),441-462。
22.
Hartmann, Petra(1995)。Response Behavior In Interview Settings of Limited Privacy。International Journal of public Opinion Research,7(4),383-389。
23.
Pickery, J.、Loosveldt, G.(1998)。The Impact of Respondent and Interviewer Characteristics on the Number of 'No Opinion' Answers。Quality & Quantity,32(1),31-45。
24.
Singer, Eleanor、Kohnke-Aguirre, Luane(1979)。Interviewer Expectation Effects: A Replication and Extension。Public Opinion Quarterly,43,245-560。
25.
Finkel, S. E.、Guterbock, T. M.、Borg, M. J.(1991)。Race-of-Interviewer Effects in a Preelection Poll: Virginia 1989。Public Opinion Quarterly,55(3),313-330。
26.
Raudenbush, S. W.、Sampson, R. J.(1999)。Ecometrics: Toward a Science of Assessing Ecological Settings, with Application to the Systematic Social Observation of Neighbourhoods。Sociological Methodology,29,1-41。
27.
Raudenbush, S. W.、Yang, M.、Yosef, M.(2000)。Maximum Likelihood for Hierarchical Models via High-order, Multivariate Laplace Approximation。Journal of Computational and Graphical Statistics,9(1),141-157。
28.
Messmer, Donald J.、Seymour, Danial T.(1982)。The Effects of Branching on Item Nonresponse。Public Opinion Quarterly,46(2),270-277。
29.
Sampson, R. J.、Raudenbush, S. W.(1999)。Systematic social observation of public spaces: a new look at disorder in urban neighborhoods。American Fournal of Sociology,105(3),603-651。
會議論文
1.
Wolfinger, R.(1999)。Nonlinear Mixed Models: A Future Direction。Annual Interface Conference,(會議日期: 1999/06/10)。Shaumberg, IL。
研究報告
1.
瞿海源(1999)。台灣社會變遷基本調查計劃:第三期第四次調查計劃執行報告 (計畫編號:NSC-87-2412-H-001-014-B1)。臺北:中央研究院社會學研究所籌備處。
延伸查詢
學位論文
1.
Yang, M.(1998)。Increasing the Efficiency in Estimating Multilevel Bernoulli Models(博士論文)。Michigan State University,East Lansing。
圖書
1.
Groves, Robert M.、Couper, Mick P.(1998)。Nonresponse in household interview surveys。John Wiley & Sons, Inc.。
2.
Goldstein, H.(1995)。Multilevel Statistical Models。New York:John Wiley。
3.
Raudenbush, S. W.、Bryk, A. S.、Cheong, Y.、Congdon, R.(2000)。HLM 5: Hierarchical Linear and Nonlinear Modeling。Chicago:Scientific Software International, Inc.。
4.
Vermunt, J. K.、Magidson, J.(2001)。Latent GOLD® version 2.0.11。Belmont:Statistical Innovations Inc.。
5.
Bryk, Anthony S.、Raudenbush, Stephen W.(1992)。Hierarchical Linear Models: Applications and Data Analysis Methods。Sage Publications。
6.
Raudenbush, Stephen W.、Bryk, Anthony S.(2002)。Hierarchical Linear Models: Applications and Data Analysis Methods。Thousand Oaks, CA:Sage Press。
7.
Blair, E.(1979)。Interviewing in the Presence of Others。Improving Interview Method and Questionnaire Design。San Francisco, CA:Jossey-Bass。
圖書論文
1.
Hox, Joop J.、de Leeuw, Edith D.、Kreft, Ita G. G.(1991)。The Effect of Interviewer and Respondent Characteristics on the Quality of Survey Data: A Multilevel Model。Measurement Errors in Surveys。New York:John Wiley & Sons。
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