政大機構典藏-National Chengchi University Institutional Repository(NCCUR):Item 140.119/30891

政大機構典藏-National Chengchi University Institutional Repository(NCCUR):Item 140.119/30891

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题名:	在抽樣調查中運用追蹤樣本對無反應所產生偏誤的修正探討
作者:	許石山
贡献者:	鄭宇庭許石山
关键词:	無反應追蹤調查 NON RESPONSE follow-up
日期:	2004
上传时间:	2009-09-14
摘要:	抽樣調查是統計學很重要的一部份，抽樣方法恰當與否關係著調查結果的成敗，然而無反應卻是一個很棘手的問題。基於成本考量，一般都會假設其對估計結果不會造成太大的影響，然而事實證明，在很多時候無反應的確會影響到估計結果的準確度，準確度的高低必需與真實母體參數值做比較，我們較難取得真實母體的資訊，所以我們使用模擬的方式在不同情況下來證實使用二次訪問(也就是追蹤調查)其估計結果的準確度較一般訪問(不進行二次訪問)的準確度高出許多。這個結果在某些情況下是特別明顯的，當有反應者與無反應其所包含的資訊差異很大且無反應的比重較高時，一般訪問的估計結果偏誤情況會比二次訪問的估計結果偏誤嚴重。針對無反應問題，許多學者提出一些補救的方法，例如加權法、插補法等等，然而至今沒有一個較明確且通用的方法可以有效改善無反應的偏誤問題，造成無反應的原因很多，我們只能針對這些可知的原因加以修正調查方式或內容；我們也不能假設有反應者與無反應者所代表的資訊會很相近，進而宣稱“可以只用有反應的樣本來估計母體參數並不會造成太大的偏誤”，我們只能從反應率方面著手來降低偏誤情況，提高反應率是我們可以努力的方向，從開始設計問卷到最後實施調查，中間很多環節都會直接或間接影響到反應率，我們只要針對這些環節多加考慮、規劃，盡可能免除會造成無反應的因素，相信對最後的反應率提高是很有幫助的。另一方面，追蹤訪問也是一個提高反應率的有效方法，針對第一次無反應的有效樣本再次進行重新訪問，如此也可以使偏誤降低，本研究著重在不同情況下進行二次訪問的效率探討及比較。
參考文獻:	伊慶春、蘇碩斌 (1995) 「無作答之分析」，章英華、傅仰止、瞿海源(編)，社會調查與分析。台北：中央研究民族學研究所。林彩玉 (2000) 「敏感性問題之無反應因素探究－以收入與投票意向為例」碩士論文-國立政治大學統計學研究所洪永泰 (1986) 「抽樣調查中訪問失敗的問題和各種補救辦法的比較」台北市行政院國科會科資中心翁森棋 (1981) 「無反應誤差之研究」碩士論文－國立中央大學統計研究所廖勇柏 (1989) 「問卷調查中無反應誤差之研究」碩士論文--國立臺灣大學試驗統計組廖彩杏 (2004) 「民意調查中項目無反應成因之探討」碩士論文-國立中正大學政治學研究所趙民德、謝邦昌 (1999) 「抽樣理論和實務」探索真相，台北曉園劉義周 (1985) 「調查研究中『不知道』選項問題之分析」，國立政治大學學報第五十二期：65-90。劉義周 (1996) 調查研究中的「不知道」與中間態度選項之研究。國科會專題研究計畫成果報告。樓永堅 (1999) 「問題次序的訪答效應之初探」，中研院調查研究第七期：5-31。瞿海源 (1993) 「台灣社會階層研究敘介」，中央研究院民族所：兩岸三地社會學的發展與交流研討會論文。瞿海源 (1995) 「訪員背景及人格特質對問卷訪談的影響」，章英華、傅仰止、瞿海源(編)，社會調查與分析。台北：中央研究民族學研究所。蘇儀修 (1997) 「利用多變量邏輯斯迴歸調整項目不回覆偏差」碩士論文--東海大學統計學研究所英文部分 Baker, S. G. (1995) 「Marginal Regression for Repeated Binary Data with Outcome Subject to Non-Ignorable Non-Response」Biometrics, Vol. 51, No. 3, pp. 1042-1052 Barker, R.J (1991) 「Nonresponse Bias in New Zealand Waterfowl Harvest Surveys」 Journal of Wildlife Management. Bethesda. Vol. 55, Iss. 1; p. 126 Belin, T. R.＆Hu, M. Y.＆Young, A. S.＆Grusky, O. (1999) 「Performance of a general location model with an ignorable missing-data assumption in a multivariate mental health services study」Statistics in Medicine Volume 18, Issue 22, Date, Pages: 3123-3135 Bentham, G.＆Hinton, J.＆ Haynes, R.; Lovett, A. (1995) 「Factors affecting non-response to cervical cytology screening in Norfolk, England」 Social Science & Medicine Volume: 40, Issue, pp. 131-135 Chambers, R. L.＆Welsh, A. H. (1993) 「Log-Linear Models for Survey Data with Non-Ignorable Non-Response」 Journal of the Royal Statistical Society. Series B (Methodological), Vol. 55, No. 1, pp. 157-170 Chris, Ryan; Garland, R. (1999) 「The use of a specific non-response option on Likert-type scales 」 Tourism Management Volume: 20, Issue: 1, pp. 107-113 Christopher, S. (1961) 「Research on Mail Surveys」 Journal of the Royal Statistical Society. Series A (General), Vol. 124, No. 2, pp. 143-205 Clausen, J. A.＆Ford, R. N. (1947) 「Controlling Bias in Mail Questionnaires 」 Journal of the American Statistical Association, Vol. 42, No. 240, pp. 497-511 Cochran, W. G. (1977) 「Sampling Techniques」, 3rd Ed., New York : John Wiley and Sons Colm O.＆ P. Campanelli (1999) 「A Multilevel Exploration of the Role of Interviewers in Survey Non-Response」 Journal of the Royal Statistical Society. Series A (Statistics in Society), Vol. 162, No. 3, pp. 437-446 Copas, A. J.＆V. T. Farewell (1998) 「Dealing with Non-Ignorable Non-Response by Using an "Enthusiasm-To-Respond` Variable 」Journal of the Royal Statistical Society. Series A (Statistics in Society), Vol. 161, No. 3, pp. 385-396. Copas, J. B.＆H. G. Li (1997) 「Inference for Non-Random Samples 」 Journal of the Royal Statistical Society. Series B (Methodological), Vol. 59, No. 1, pp. 55-95 Deming, W. E. and F. F. Stephan (1940) 「On a Least Square Adjustment of a Sampled Frequency Table When the Expected Marginal Totals Are Known」 Annals of Mathematical Statistics, 11,427-444. Foster, J. J.＆Smith, P. W. F. (1998) 「Model-Based Inference for Categorical Survey Data Subject to Non-Ignorable Non-Response」Journal of the Royal Statistical Society. Series B (Statistical Methodology), Vol. 60, No. 1, pp. 57-70 Gray, R.＆Campanelli, P.＆Deepchand K.＆Clarke, P. P. (1996) 「Exploring Survey Non-Response: The Effect of Attrition on a Follow-Up of the 1984-85 Health and Life Style Survey」 The Statistician, Vol. 45, No. 2, pp. 163-183 Groves, R. M. (1989) 「Survey Error and Survey Costs」Wiley ,New York Hansen, M. H.＆Hurwitz, W. N. (1943) 「On the Theory of Sampling from Finite Populations, 」 Annals of Mathematical Statistics, 14, 3332-362. Hansen, M. H.＆Hurwitz, W. N. (1946) 「The Problem of Non-Response in Sample Surveys」Journal of the American Statistical Association, Vol. 41, No. 236, pp. 517-529Holt, Hansin, M. H.＆Hurwitz, W. N.＆Madow, W. G. (1953) Sampling Survey Methods and Theory, New York : John Wiley and Sons. Holt, D.＆D. Elliot (1991) 「Methods of Weighting for Unit Non-Response」The Statistician, Vol. 40, No. 3, Special Issue: Survey Design, Methodology and Analysis (2), pp. 333-342 Hox, J. J.＆E. D. de Leeuw, & I. G. Kreft (1989) 「The effect of interviewer and respondent characteristics on the quality of survey data：a multilevel model」Measurement Errors in Surveys. New York Hyattsville (1993) 「Adjusting for nonresponse bias in a health examination surve」Public Health Reports. Vol. 108, Iss. 3; p. 380 Jackman, S. (1999) 「Correcting surveys for non-response and measurement error using auxiliary information」Electoral Studies Volume: 18, Issue, pp. 7-27 Krosnick, J. A. (1991) 「Response Strategies for Coping with the Cognitive Demands of Attitude Measures in Surveys. 」 Applied Cognitive Psychology. 5：213-236. Laaksonen, S. S. (1991) 「Adjustment for Non-Response in Two-Year Panel Data: Applications to Problems of Household Income Distribution」The Statistician, Vol. 40, No. 2, Special Issue: Survey Design, Methodology and Analysis, pp. 153-168 Little, R. J.＆Vartivarian, S. (2003) 「On weighting the rates in non-response weights」Statistics in Medicine Volume 22, Issue 9, Date, Pages: 1589-1599 McNutt, L. A.＆Lee, R. (2000) 「Intimate Partner Violence Prevalence Estimation using Telephone Surveys: Understanding the Effect of Nonresponse Bias」 American Journal of Epidemiology. Oxford. Vol. 152, Iss. 5; p. 438 Nandram, B.＆J. W. Choi (2002) 「A Bayesian analysis of a proportion under non-ignorable non-response」Statistics in Medicine Volume 21, Issue 9, Date, Pages: 1189-1212 Pickery, J. & G. Loosveldt (1998) 「The Impact of Respondent and Interviewer Characteristics on the Number of “No Opinion” Answers. A Multilevel Model for count Data. 」Quality & Quantity. 32：31-45. Pickery, J. & G. Loosveldt (1999) 「The Respondent, the Interviewer and the Questions as Sources of Item Nonresponse」International Conference on Survey Nonresponse (ICSN99). Rao, J. N. K. (1968) 「Some Nonresponse Sampling Theory when the Frame Contains an Unknown Amount of Duplication」Journal of the American Statistical Association, Vol. 63, No. 321, pp. 87-90 Rao, R. S.＆Glickman, M. E.＆Glynn, R. J. (2004) 「Use of Covariates and Survey Wave to Adjust for Nonresponse」 Biometrical Journal Volume 46, Issue 5, Date, Pages: 579-588 Robins, J. M. ＆GILL, R. D. (1997) 「NON-RESPONSE MODELS FOR THE ANALYSIS OF NON-MONOTONE IGNORABLE MISSING DATA」 Statistics in Medicine Volume 16, Issue 1, Date, Pages: 39-56 Rowland, M. L.＆Forthofer, R. N. (1993) 「Adjusting for Nonresponse Bias in a Health Examination SurveyPublic Health Reports.」Hyattsville: May 1993. Sande, I.G. (1982) 「Imputation in Surveys: Coping with Reality」The American Statistician, Vol. 36, No. 3, Part 1, pp. 145-152 Smith, P. W. F.＆Skinner, C. J.＆Clarke, P. S. (1999) 「Allowing for Non-Ignorable Non-Response in the Analysis of Voting Intention Data」 Applied Statistics, Vol. 48, No. 4, pp. 563-577 Sudman, S. (1966) 「Probability Sampling with Quotas」Journal of the American Statistical Association, Vol. 61, No. 315, pp. 749-771 Tambor, E. S＆Chase, G. A＆Faden, R. R＆Geller, G. (1993) 「Improving response rates through incentive and follow-up: The effect on a survey of physicians` knowledge of genetics」 American Journal of Public Health. Washington. Vol. 83, Iss. 11; p. 1599 Teague, P. E (2000) 「Dial N for non-response」Paul E Teague. Design News. Boston. Vol. 55, Iss. 15; p. 13
描述:	碩士國立政治大學統計研究所 92354028 93
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