메뉴 건너뛰기




Volumn 61, Issue 3, 2012, Pages 188-194

Modern statistical modeling approaches for analyzing repeated-measures data

Author keywords

correlated data; marginal models; mixed models; repeatedmeasures data

Indexed keywords

ARTICLE; HUMAN; LONGITUDINAL STUDY; MULTIVARIATE ANALYSIS; NURSING RESEARCH; STATISTICAL MODEL; STATISTICS;

EID: 84861121869     PISSN: 00296562     EISSN: None     Source Type: Journal    
DOI: 10.1097/NNR.0b013e31824f5f58     Document Type: Article
Times cited : (28)

References (31)
  • 2
    • 0030464569 scopus 로고    scopus 로고
    • Multi-level models for repeated measurement data: Application to quality of life data in clinical trials
    • DOI 10.1002/(SICI)1097-0258(19961230)15:24<2717::AID-SIM518>3.0. CO;2-E
    • Beacon, H. J., & Thompson, S. G. (1996). Multi-level models for repeated mea-surement data: Application to quality of life data in clinical trials. Statistics in Medicine, 15, 2717-2732. (Pubitemid 27011053)
    • (1996) Statistics in Medicine , vol.15 , Issue.24 , pp. 2717-2732
    • Beacon, H.J.1    Thompson, S.G.2
  • 3
    • 0032526166 scopus 로고    scopus 로고
    • Extending the simple linear regression model to account for correlated responses: An introduction to generalized estimating equations and multi-level mixed modelling
    • DOI 10.1002/(SICI)1097-0258(19980615)17:11<1261::AID-SIM846>3.0. CO;2-Z
    • Burton, P., Gurrin, L., & Sly, P. (1998). Extending the simple linear regression model to account for correlated re-sponses: An introduction to generalized estimating equations and multi-level mixed modelling. Statistics in Medicine, 17,1261-1291. (Pubitemid 28274209)
    • (1998) Statistics in Medicine , vol.17 , Issue.11 , pp. 1261-1291
    • Burton, P.1    Gurrin, L.2    Sly, P.3
  • 4
    • 0000996447 scopus 로고    scopus 로고
    • Effects of parental divorce on mental health throughout the life course
    • Cherlin, A. J., Chase-Lansdale, P. L., & Mc Rae, C. (1998). Effects of parental di-vorce on mental health throughout the ife course. American Sociological Review, 63, 239-249. (Pubitemid 128575694)
    • (1998) American Sociological Review , vol.63 , Issue.2 , pp. 239-249
    • Cherlin, A.J.1    Chase-Lansdale, P.L.2    McRae, C.3
  • 5
    • 0037264356 scopus 로고    scopus 로고
    • Using multilevel analysis in patient and organizational outcomes research
    • Cho, S. H. (2003). Using multilevel analysis in patient and organizational outcomes research. Nursing Research, 52, 61-65.
    • (2003) Nursing Research , vol.52 , pp. 61-65
    • Cho, S.H.1
  • 6
    • 0036070780 scopus 로고    scopus 로고
    • A glossary for multilevel analysis
    • DOI 10.1136/jech.56.8.588
    • Diez Roux, A. V. (2002). A glossary for multilevel analysis. Journal of Epide-miology and Community Health, 56, 588-594. (Pubitemid 34791475)
    • (2002) Journal of Epidemiology and Community Health , vol.56 , Issue.8 , pp. 588-594
    • Diez Roux, A.V.1
  • 8
    • 1542346168 scopus 로고    scopus 로고
    • Nurse staffing and patient falls on acute care hospital units
    • DOI 10.1016/j.outlook.2003.11.006, PII S0029655403002306
    • Dunton, N., Gajewski, B., Taunton, R. L., & Moore, J. (2004). Nurse staffing and patient falls on acute care hospital units. Nursing Outlook, 52, 53-59. (Pubitemid 38314990)
    • (2004) Nursing Outlook , vol.52 , Issue.1 , pp. 53-59
    • Dunton, N.1    Gajewski, B.2    Taunton, R.L.3    Moore, J.4
  • 10
    • 57149123937 scopus 로고    scopus 로고
    • A primer in longitudinal data analysis
    • Fitzmaurice, G. M., & Ravichandran, C. (2008). A primer in longitudinal data analysis. Circulation, 118, 2005-2010.
    • (2008) Circulation , vol.118 , pp. 2005-2010
    • Fitzmaurice, G.M.1    Ravichandran, C.2
  • 11
    • 61749087965 scopus 로고    scopus 로고
    • Fixed effects random effects and GEE: What are the differences?
    • Gardiner, J. C., Luo, Z., & Roman, L. A. (2009). Fixed effects, random effects and GEE: What are the differences? Statistics in Medicine, 28, 221-239.
    • (2009) Statistics in Medicine , vol.28 , pp. 221-239
    • Gardiner, J.C.1    Luo, Z.2    Roman, L.A.3
  • 12
    • 60349089035 scopus 로고    scopus 로고
    • Ef-ficacy of the Chicago parent program with low-income African American and Latino parents of young children
    • Gross, D., Garvey, C., Julion, W., Fogg, L., Tucker, S., & Mokros, H. (2009). Ef-ficacy of the Chicago parent program with low-income African American and Latino parents of young children. Pre-vention Science, 10, 54-65.
    • (2009) Pre-vention Science , vol.10 , pp. 54-65
    • Gross, D.1    Garvey, C.2    Julion, W.3    Fogg, L.4    Tucker, S.5    Mokros, H.6
  • 13
    • 77952015741 scopus 로고    scopus 로고
    • Understanding sta-tistical significance
    • Hayat, M. J. (2010). Understanding sta-tistical significance. Nursing Research, 59, 219-223.
    • (2010) Nursing Research , vol.59 , pp. 219-223
    • Hayat, M.J.1
  • 14
    • 0032880165 scopus 로고    scopus 로고
    • Randomised clinical trial comparing the effects of acupuncture and a newly designed placebo needle in rotator cuff tendinitis
    • DOI 10.1016/S0304-3959(99)00107-4, PII S0304395999001074
    • Kleinhenz, J., Streitberger, K., Windeler, J., Gussbacher, A., Mavridis, G., & Martin, E. (1999). Randomised clini-cal trial comparing the effects of acu-puncture and a newly designed placebo needle in rotator cuff tendinitis. Pain, 83, 235-241. (Pubitemid 29479282)
    • (1999) Pain , vol.83 , Issue.2 , pp. 235-241
    • Kleinhenz, J.1    Streitberger, K.2    Windeler, J.3    Gussbacher, A.4    Mavridis, G.5    Martin, E.6
  • 15
    • 53349090892 scopus 로고    scopus 로고
    • Analyzing longitudinal data with multilevel models: An example with in-dividuals living with lower extremity intra-articular fractures
    • Kwok, O. M., Underhill, A. T., Berry, J. W., Luo, W., Elliott, T. R., & Yoon, M. (2008). Analyzing longitudinal data with multilevel models: An example with in-dividuals living with lower extremity intra-articular fractures. Rehabilitation Psychology, 53, 370-386.
    • (2008) Rehabilitation Psychology , vol.53 , pp. 370-386
    • Kwok, O.M.1    Underhill, A.T.2    Berry, J.W.3    Luo, W.4    Elliott, T.R.5    Yoon, M.6
  • 16
    • 0032334583 scopus 로고    scopus 로고
    • The age-crime debate: Assessing the limits of longitudinal self-report data
    • Lauritsen, J. L. (1998). The age-crime debate: Assessing the limits of longitu-dinal self-report data. Social Forces, 77, 127-154. (Pubitemid 128367357)
    • (1998) Social Forces , vol.77 , Issue.1 , pp. 127-154
    • Lauritsen, J.L.1
  • 18
    • 0035535611 scopus 로고    scopus 로고
    • Using multilevel modeling in the evaluation of community-based treatment programs
    • Livert, D., Rindskopf, D., Saxe, L., & Stirratt, M. (2001). Using multilevel modeling in the evaluation of community-based treatment programs. Multivariate Behavioral Research, 36, 155-183. (Pubitemid 33406098)
    • (2001) Multivariate Behavioral Research , vol.36 , Issue.2 , pp. 155-183
    • Livert, D.1    Rindskopf, D.2    Saxe, L.3    Stirratt, M.4
  • 21
    • 33745852824 scopus 로고    scopus 로고
    • Repeated mea-sures ANOVA, R.I.P.?
    • Mc Culloch, C. E. (2005). Repeated mea-sures ANOVA, R.I.P.? Chance, 18, 29-33.
    • (2005) Chance , vol.18 , pp. 29-33
    • Mc Culloch, C.E.1
  • 22
    • 0036912779 scopus 로고    scopus 로고
    • Variance components models for gene-environment interaction in twin analysis
    • DOI 10.1375/136905202762342026
    • Purcell, S. (2002). Variance components models for gene-environment interac-tion in twin analysis. Twin Research, 5, 554-571. (Pubitemid 36014654)
    • (2002) Twin Research , vol.5 , Issue.6 , pp. 554-571
    • Purcell, S.1
  • 24
    • 0036559331 scopus 로고    scopus 로고
    • Fitting mixed-effects models for repeated ordinal outcomes with the NLMIXED procedure
    • Sheu, C.-F. (2002). Fitting mixed-effects models for repeated ordinal outcomes with the NLMIXED procedure. Behav-ior Research Methods, Instruments, & Computers, 34, 151-157.
    • (2002) Behav-ior Research Methods, Instruments, & Computers , vol.34 , pp. 151-157
    • Sheu, C.-F.1
  • 25
    • 0036126816 scopus 로고    scopus 로고
    • Attrition in longitudinal studies: How to deal with missing data
    • DOI 10.1016/S0895-4356(01)00476-0, PII S0895435601004760
    • Twisk, J., & de Vente, W. (2002). Attri-tion in longitudinal studies. How to deal with missing data. Journal of Clinical Epidemiology, 55, 329-337. (Pubitemid 34240484)
    • (2002) Journal of Clinical Epidemiology , vol.55 , Issue.4 , pp. 329-337
    • Twisk, J.1    De Vente, W.2
  • 26
    • 23144432902 scopus 로고    scopus 로고
    • Applied analysis of recurrent events: A practical overview
    • DOI 10.1136/jech.2004.030759
    • Twisk, J. W., Smidt, N., & de Vente, W. (2005). Applied analysis of recurrent events: A practical overview. Journal of Epidemiology and Community Health, 59, 706-710. (Pubitemid 41081460)
    • (2005) Journal of Epidemiology and Community Health , vol.59 , Issue.8 , pp. 706-710
    • Twisk, J.W.R.1    Smidt, N.2    De Vente, W.3
  • 27
    • 83655181337 scopus 로고    scopus 로고
    • Nurse staffing and patient safety in hospitals: New variable and longitudi-nal approaches
    • Unruh, L. Y., & Zhang, N. J. (2012). Nurse staffing and patient safety in hospitals: New variable and longitudi-nal approaches. Nursing Research, 61, 3-12.
    • (2012) Nursing Research , vol.61 , pp. 3-12
    • Unruh, L.Y.1    Zhang, N.J.2
  • 28
    • 3142543163 scopus 로고    scopus 로고
    • The use of percentage change from baseline as an outcome in a controlled trial is statistically inefficient: A simulation study
    • Vickers, A. J. (2001). The use of percentage change from baseline as an outcome in a controlled trial is statistically inefficient: A simulation study. BMC Medical Re-search Methodology, 1,6.
    • (2001) BMC Medical Re-search Methodology , vol.1 , pp. 6
    • Vickers, A.J.1
  • 29
    • 0035841813 scopus 로고    scopus 로고
    • Analysing controlled trials with baseline and follow up measurements
    • Vickers, A. J., & Altman, D. G. (2001). Statistics notes: Analysing controlled tri-als with baseline and follow up measure-ments. BMJ, 323, 1123-1124. (Pubitemid 33063362)
    • (2001) British Medical Journal , vol.323 , Issue.7321 , pp. 1123-1124
    • Vickers, A.J.1    Altman, D.G.2
  • 30
    • 0029262684 scopus 로고
    • Hierarchical linear models: A multilevel data analysis tech-nique
    • Wu, Y. W. (1995). Hierarchical linear models: A multilevel data analysis tech-nique. Nursing Research, 44, 123-126.
    • (1995) Nursing Research , vol.44 , pp. 123-126
    • Wu, Y.W.1
  • 31
    • 0024205301 scopus 로고
    • Models for longitudinal data: A generalized estimating equation approach
    • DOI 10.2307/2531734
    • Zeger, S. L., Kung-Yee, L., Albert, P. S. (1988). Models for longitudinal data: A generalized estimating equation ap-proach. Biometrics, 44, 1049-1060. (Pubitemid 19026037)
    • (1988) Biometrics , vol.44 , Issue.4 , pp. 1049-1060
    • Zeger, S.L.1    Liang, K.-Y.2    Albert, P.S.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.