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Volumn 47, Issue 1, 2012, Pages 1-25

A Comparison of Item-Level and Scale-Level Multiple Imputation for Questionnaire Batteries

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EID: 84857244266     PISSN: 00273171     EISSN: None     Source Type: Journal    
DOI: 10.1080/00273171.2012.640589     Document Type: Article
Times cited : (150)

References (40)
  • 2
    • 84857326617 scopus 로고    scopus 로고
    • Comparing imputation of entire subscales versus individual items in a study of quality of life following breast cancer
    • Belin, T. R., Datt, M., Desmond, K. and Ganz, P. A. Comparing imputation of entire subscales versus individual items in a study of quality of life following breast cancer. Proceedings of the Survey Research Methods Section, American Statistical Association. pp.813-818.
    • Belin, T.R.1    Datt, M.2    Desmond, K.3    Ganz, P.A.4
  • 3
    • 0033235243 scopus 로고    scopus 로고
    • Factor analysis of multidimensional polytomous item response data suffering from ignorable item nonresponse
    • Bernaards, C. A. and Sijtsma, K. 1999. Factor analysis of multidimensional polytomous item response data suffering from ignorable item nonresponse. Multivariate Behavioral Research, 34: 277-313.
    • (1999) Multivariate Behavioral Research , vol.34 , pp. 277-313
    • Bernaards, C.A.1    Sijtsma, K.2
  • 4
    • 0034408110 scopus 로고    scopus 로고
    • Influence of imputation and EM methods on factor analysis when item nonresponse in questionnaire data is nonignorable
    • Bernaards, C. A. and Sijtsma, K. 2000. Influence of imputation and EM methods on factor analysis when item nonresponse in questionnaire data is nonignorable. Multivariate Behavioral Research, 35: 321-364.
    • (2000) Multivariate Behavioral Research , vol.35 , pp. 321-364
    • Bernaards, C.A.1    Sijtsma, K.2
  • 5
    • 84965481460 scopus 로고
    • Development and validation of an early adolescent temperament measure
    • Capaldi, D. M. and Rothbart, M. K. 1992. Development and validation of an early adolescent temperament measure. Journal of Early Adolescence, 12: 153-173.
    • (1992) Journal of Early Adolescence , vol.12 , pp. 153-173
    • Capaldi, D.M.1    Rothbart, M.K.2
  • 7
    • 0035755636 scopus 로고    scopus 로고
    • A comparison of inclusive and restrictive strategies in modern missing data procedures
    • Collins, L. M., Schafer, J. L. and Kam, C. M. 2001. A comparison of inclusive and restrictive strategies in modern missing data procedures. Psychological Methods, 6: 330-351.
    • (2001) Psychological Methods , vol.6 , pp. 330-351
    • Collins, L.M.1    Schafer, J.L.2    Kam, C.M.3
  • 9
    • 0032035161 scopus 로고    scopus 로고
    • Missing data in Likert ratings: A comparison of replacement methods
    • Downey, R. G. and King, C. V. 1998. Missing data in Likert ratings: A comparison of replacement methods. Journal of General Psychology, 125: 175-191.
    • (1998) Journal of General Psychology , vol.125 , pp. 175-191
    • Downey, R.G.1    King, C.V.2
  • 10
    • 0002526947 scopus 로고    scopus 로고
    • Meta-analysis of experiments with matched groups or repeated measures designs
    • Dunlap, W. P., Cortina, J. M., Vaslow, J. G. and Burke, M. J. 1996. Meta-analysis of experiments with matched groups or repeated measures designs. Psychological Methods, 1: 170-177.
    • (1996) Psychological Methods , vol.1 , pp. 170-177
    • Dunlap, W.P.1    Cortina, J.M.2    Vaslow, J.G.3    Burke, M.J.4
  • 11
    • 3042814508 scopus 로고    scopus 로고
    • Revision of the early adolescent temperament questionnaire
    • Ellis, L. K. and Rothbart, M. K. Revision of the early adolescent temperament questionnaire. Poster session presented at the biennial meeting of Society for Research in Child Development. Minneapolis, MN.
    • Ellis, L.K.1    Rothbart, M.K.2
  • 12
    • 0142073292 scopus 로고    scopus 로고
    • Using the expectation maximization algorithm to estimate coefficient alpha for scales with item-level missing data
    • Enders, C. K. 2003. Using the expectation maximization algorithm to estimate coefficient alpha for scales with item-level missing data. Psychological Methods, 8: 322-337.
    • (2003) Psychological Methods , vol.8 , pp. 322-337
    • Enders, C.K.1
  • 14
    • 0035882464 scopus 로고    scopus 로고
    • Imputation of missing values in the case of a multiple item instrument measuring alcohol consumption
    • Gmel, G. 2001. Imputation of missing values in the case of a multiple item instrument measuring alcohol consumption. Statistics in Medicine, 20: 2369-2381.
    • (2001) Statistics in Medicine , vol.20 , pp. 2369-2381
    • Gmel, G.1
  • 16
    • 60549085055 scopus 로고    scopus 로고
    • Missing data analysis: Making it work in the real world
    • Graham, J. W. 2009. Missing data analysis: Making it work in the real world. Annual Review of Psychology, 60: 549-576.
    • (2009) Annual Review of Psychology , vol.60 , pp. 549-576
    • Graham, J.W.1
  • 17
    • 0030527014 scopus 로고    scopus 로고
    • Maximizing the usefulness of data obtained with planned missing value patterns: An application of maximum likelihood procedures
    • Graham, J. W., Hofer, S. M. and MacKinnon, D. P. 1996. Maximizing the usefulness of data obtained with planned missing value patterns: An application of maximum likelihood procedures. Multivariate Behavioral Research, 31: 197-218.
    • (1996) Multivariate Behavioral Research , vol.31 , pp. 197-218
    • Graham, J.W.1    Hofer, S.M.2    MacKinnon, D.P.3
  • 18
    • 34548451124 scopus 로고    scopus 로고
    • How many imputations are really needed? Some practical clarifications of multiple imputation theory
    • Graham, J. W., Olchowski, A. E. and Gilreath, T. D. 2007. How many imputations are really needed? Some practical clarifications of multiple imputation theory. Prevention Science, 8: 206-213.
    • (2007) Prevention Science , vol.8 , pp. 206-213
    • Graham, J.W.1    Olchowski, A.E.2    Gilreath, T.D.3
  • 20
    • 0000830193 scopus 로고
    • Sample and population score matrices and sample correlation matrices from an arbitrary population correlation matrix
    • Kaiser, H. E. and Dickman, K. 1962. Sample and population score matrices and sample correlation matrices from an arbitrary population correlation matrix. Psychometrika, 27: 179-182.
    • (1962) Psychometrika , vol.27 , pp. 179-182
    • Kaiser, H.E.1    Dickman, K.2
  • 21
    • 37349075856 scopus 로고    scopus 로고
    • Sample size planning with applications to multiple regression: Power and accuracy for omnibus and targeted effects
    • In: Alasuutari P., Bickman L., Brannen J., editors London, UK: Sage
    • Kelley, K. and Maxwell, S. E. 2008. "Sample size planning with applications to multiple regression: Power and accuracy for omnibus and targeted effects.". In The Sage handbook of social research methods Edited by: Alasuutari, P., Bickman, L. and Brannen, J. 166-192. London, UK: Sage.
    • (2008) The Sage handbook of social research methods , pp. 166-192
    • Kelley, K.1    Maxwell, S.E.2
  • 24
    • 41549115181 scopus 로고    scopus 로고
    • Sample size planning for statistical power and accuracy in parameter estimation
    • Maxwell, S. E., Kelley, K. and Rausch, J. R. 2008. Sample size planning for statistical power and accuracy in parameter estimation. Annual Review of Psychology, 59: 537-563.
    • (2008) Annual Review of Psychology , vol.59 , pp. 537-563
    • Maxwell, S.E.1    Kelley, K.2    Rausch, J.R.3
  • 27
    • 0017133178 scopus 로고
    • Inference and missing data
    • Rubin, D. B. 1976. Inference and missing data. Biometrika, 63: 581-592.
    • (1976) Biometrika , vol.63 , pp. 581-592
    • Rubin, D.B.1
  • 29
    • 0034231009 scopus 로고    scopus 로고
    • Coping efficacy and psychological problems of children of divorce
    • Sandler, I. N., Tein, J.-Y., Mehta, P., Wolchik, S. and Ayers, T. 2000. Coping efficacy and psychological problems of children of divorce. Child Development, 71: 1099-1118.
    • (2000) Child Development , vol.71 , pp. 1099-1118
    • Sandler, I.N.1    Tein, J.-Y.2    Mehta, P.3    Wolchik, S.4    Ayers, T.5
  • 31
    • 28444485368 scopus 로고    scopus 로고
    • Multiple imputation in multivariate problems where the imputer's and analyst's models differ
    • Schafer, J. L. 2003. Multiple imputation in multivariate problems where the imputer's and analyst's models differ. Statistica Neerlandica, 57: 19-35.
    • (2003) Statistica Neerlandica , vol.57 , pp. 19-35
    • Schafer, J.L.1
  • 32
    • 85047673373 scopus 로고    scopus 로고
    • Missing data: Our view of the state of the art
    • Schafer, J. L. and Graham, J. W. 2002. Missing data: Our view of the state of the art. Psychological Methods, 7: 147-177.
    • (2002) Psychological Methods , vol.7 , pp. 147-177
    • Schafer, J.L.1    Graham, J.W.2
  • 33
    • 0032219074 scopus 로고    scopus 로고
    • Multiple imputation for multivariate missing-data problems: A data analyst's perspective
    • Schafer, J. L. and Olsen, M. K. 1998. Multiple imputation for multivariate missing-data problems: A data analyst's perspective. Multivariate Behavioral Research, 33: 545-571.
    • (1998) Multivariate Behavioral Research , vol.33 , pp. 545-571
    • Schafer, J.L.1    Olsen, M.K.2
  • 34
    • 0035748192 scopus 로고    scopus 로고
    • The use of multiple imputation for the analysis of missing data
    • Sinharay, S., Stern, H. S. and Russell, D. 2001. The use of multiple imputation for the analysis of missing data. Psychological Methods, 6: 317-329.
    • (2001) Psychological Methods , vol.6 , pp. 317-329
    • Sinharay, S.1    Stern, H.S.2    Russell, D.3
  • 35
    • 2542513965 scopus 로고    scopus 로고
    • Beyond the F test: Effect size confidence intervals and tests of close fit in the analysis of variance and contrast analysis
    • Steiger, J. H. 2004. Beyond the F test: Effect size confidence intervals and tests of close fit in the analysis of variance and contrast analysis. Psychological Methods, 9: 164-182.
    • (2004) Psychological Methods , vol.9 , pp. 164-182
    • Steiger, J.H.1
  • 36
    • 0000340895 scopus 로고    scopus 로고
    • Noncentrality interval estimation and the evaluation of statistical methods
    • In: Harlow L. L., Mulaik S. A., Steiger J. H., editors Mahwah, NJ: Erlbaum
    • Steiger, J. H. and Fouladi, R. T. 1997. "Noncentrality interval estimation and the evaluation of statistical methods.". In What if there were no significance tests? Edited by: Harlow, L. L., Mulaik, S. A. and Steiger, J. H. 221-257. Mahwah, NJ: Erlbaum.
    • (1997) What if there were no significance tests? , pp. 221-257
    • Steiger, J.H.1    Fouladi, R.T.2
  • 37
    • 77953485836 scopus 로고    scopus 로고
    • Investigation of multiple imputation in low-quality questionnaire data
    • Van Ginkel, J. R. 2010. Investigation of multiple imputation in low-quality questionnaire data. Multivariate Behavioral Research, 45: 574-598.
    • (2010) Multivariate Behavioral Research , vol.45 , pp. 574-598
    • van Ginkel, J.R.1
  • 39
    • 34547461050 scopus 로고    scopus 로고
    • Multiple imputation of test and questionnaire data and influence on psychometric results
    • Van Ginkel, J. R., Van der Ark, L. A. and Sijtsma, K. 2007. Multiple imputation of test and questionnaire data and influence on psychometric results. Multivariate Behavioral Research, 42: 387-414.
    • (2007) Multivariate Behavioral Research , vol.42 , pp. 387-414
    • van Ginkel, J.R.1    van der Ark, L.A.2    Sijtsma, K.3
  • 40
    • 0034279229 scopus 로고    scopus 로고
    • The centercept: An estimable and meaningful regression parameter
    • Wainer, H. 2000. The centercept: An estimable and meaningful regression parameter. Psychological Science, 11: 434-436.
    • (2000) Psychological Science , vol.11 , pp. 434-436
    • Wainer, H.1


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