메뉴 건너뛰기




Volumn 61, Issue 5, 2012, Pages 765-784

Classifying life course trajectories: A comparison of latent class and sequence analysis

Author keywords

Categorical time series; Latent class analysis; Life course analysis; Sequence analysis

Indexed keywords


EID: 84867224652     PISSN: 00359254     EISSN: 14679876     Source Type: Journal    
DOI: 10.1111/j.1467-9876.2012.01047.x     Document Type: Article
Times cited : (96)

References (55)
  • 1
    • 34848831727 scopus 로고    scopus 로고
    • Strings of adulthood: a sequence analysis of young British women's work-family trajectories
    • Aassve, A., Billari, F. C. and Piccarreta, R. (2007) Strings of adulthood: a sequence analysis of young British women's work-family trajectories. Eur. J. Popln, 23, 369-388.
    • (2007) Eur. J. Popln , vol.23 , pp. 369-388
    • Aassve, A.1    Billari, F.C.2    Piccarreta, R.3
  • 2
    • 84937286041 scopus 로고
    • Sequence analysis: new methods for old ideas
    • Abbott, A. (1995) Sequence analysis: new methods for old ideas. A. Rev. Sociol., 21, 93-113.
    • (1995) A. Rev. Sociol. , vol.21 , pp. 93-113
    • Abbott, A.1
  • 3
    • 77951433178 scopus 로고    scopus 로고
    • New life for old ideas: the ''second wave'' of sequence analysis bringing the course back into the life course
    • Aisenbrey, S. and Fasang, A. (2010) New life for old ideas: the ''second wave'' of sequence analysis bringing the course back into the life course. Sociol. Meth. Res., 38, 420-462.
    • (2010) Sociol. Meth. Res. , vol.38 , pp. 420-462
    • Aisenbrey, S.1    Fasang, A.2
  • 4
    • 57149100988 scopus 로고    scopus 로고
    • Precursors of young women's family formation pathways
    • Amato, P., Landale, N. and Havasevich-Brooks, T. (2008) Precursors of young women's family formation pathways. J. Marr. Famly, 70, 1271-1286.
    • (2008) J. Marr. Famly , vol.70 , pp. 1271-1286
    • Amato, P.1    Landale, N.2    Havasevich-Brooks, T.3
  • 5
    • 0027338420 scopus 로고
    • Gender and inequalities in health in later life
    • Arber, S. and Ginn, J. (1993) Gender and inequalities in health in later life. Socl Sci. Med., 36, 33-46.
    • (1993) Socl Sci. Med. , vol.36 , pp. 33-46
    • Arber, S.1    Ginn, J.2
  • 6
    • 70350532158 scopus 로고    scopus 로고
    • Latent trajectory modelling of multivariate binary data
    • Beath, K. J. and Heller, G. Z. (2009) Latent trajectory modelling of multivariate binary data. Statist. Modllng, 9, 199-213.
    • (2009) Statist. Modllng , vol.9 , pp. 199-213
    • Beath, K.J.1    Heller, G.Z.2
  • 7
    • 84937335455 scopus 로고    scopus 로고
    • The analysis of early life courses: complex descriptions of the transition to adulthood
    • Billari, F. C. (2001) The analysis of early life courses: complex descriptions of the transition to adulthood. J. Popln Res., 18, 119-142.
    • (2001) J. Popln Res. , vol.18 , pp. 119-142
    • Billari, F.C.1
  • 8
    • 27844470647 scopus 로고    scopus 로고
    • Analyzing demographic life courses through sequence analysis
    • Billari, F. C. and Piccarreta, R. (2005) Analyzing demographic life courses through sequence analysis. Math. Popln Stud., 12, 81-106.
    • (2005) Math. Popln Stud. , vol.12 , pp. 81-106
    • Billari, F.C.1    Piccarreta, R.2
  • 9
    • 77955992793 scopus 로고    scopus 로고
    • Latent class analysis of persistent disturbing behaviour patients by using longitudinal profiles
    • Bruckers, L., Serroyen, J., Molenberghs, G., Slaets, H. and Goeyvaerts, W. (2010) Latent class analysis of persistent disturbing behaviour patients by using longitudinal profiles. Appl. Statist., 59, 495-512.
    • (2010) Appl. Statist. , vol.59 , pp. 495-512
    • Bruckers, L.1    Serroyen, J.2    Molenberghs, G.3    Slaets, H.4    Goeyvaerts, W.5
  • 10
    • 77951470552 scopus 로고    scopus 로고
    • New developments in sequence analysis
    • Brzinsky-Fay, C. and Kohler, U. (2010) New developments in sequence analysis. Sociol. Meth. Res., 38, 359-364.
    • (2010) Sociol. Meth. Res. , vol.38 , pp. 359-364
    • Brzinsky-Fay, C.1    Kohler, U.2
  • 12
    • 0001398981 scopus 로고
    • Latent class models for stage-sequential dynamic latent variables
    • Collins, L. and Wugalter, S. (1992) Latent class models for stage-sequential dynamic latent variables. Multiv. Behav. Res., 27, 131-157.
    • (1992) Multiv. Behav. Res. , vol.27 , pp. 131-157
    • Collins, L.1    Wugalter, S.2
  • 13
    • 0038416109 scopus 로고    scopus 로고
    • Developmental typology of trajectories to nighttime bladder control: epidemiologic application of longitudinal latent class analysis
    • Croudace, T., Jarvelin, M., Wadsworth, M. and Jones, P. (2003) Developmental typology of trajectories to nighttime bladder control: epidemiologic application of longitudinal latent class analysis. Am. J. Epidem., 157, 834-842.
    • (2003) Am. J. Epidem. , vol.157 , pp. 834-842
    • Croudace, T.1    Jarvelin, M.2    Wadsworth, M.3    Jones, P.4
  • 14
    • 33645724322 scopus 로고    scopus 로고
    • Characterizing the course of low back pain: a latent class analysis
    • Dunn, K. M., Jordan, K. and Croft, P. R. (2006) Characterizing the course of low back pain: a latent class analysis. Am. J. Epidem., 163, 754-761.
    • (2006) Am. J. Epidem. , vol.163 , pp. 754-761
    • Dunn, K.M.1    Jordan, K.2    Croft, P.R.3
  • 16
    • 84867193655 scopus 로고    scopus 로고
    • Sequence analysis: metric representations of categorical time series
    • Elzinga, C. (2006) Sequence analysis: metric representations of categorical time series. Sociol. Meth. Res., 38, 463-481.
    • (2006) Sociol. Meth. Res. , vol.38 , pp. 463-481
    • Elzinga, C.1
  • 18
    • 85041975304 scopus 로고
    • Exploratory latent structure analysis using both identifiable and unidentifiable models
    • Goodman, L. A. (1974) Exploratory latent structure analysis using both identifiable and unidentifiable models. Biometrika, 61, 215-231.
    • (1974) Biometrika , vol.61 , pp. 215-231
    • Goodman, L.A.1
  • 19
    • 0039986428 scopus 로고    scopus 로고
    • A biomedical application of latent class models with random effects
    • Hadgu, A. and Qu, Y. (1998) A biomedical application of latent class models with random effects. Appl. Statist., 47, 603-616.
    • (1998) Appl. Statist. , vol.47 , pp. 603-616
    • Hadgu, A.1    Qu, Y.2
  • 20
    • 84970693832 scopus 로고
    • Latent structure models with direct effects between indicators: local dependence models
    • Hagenaars, J. (1988) Latent structure models with direct effects between indicators: local dependence models. Sociol. Meth. Res., 16, 379-405.
    • (1988) Sociol. Meth. Res. , vol.16 , pp. 379-405
    • Hagenaars, J.1
  • 22
    • 34248598300 scopus 로고    scopus 로고
    • Gender differences in the link between childhood socioeconomic conditions and heart attack risk in adulthood
    • Hamil-Luker, J. and O'Rand, A. M. (2007) Gender differences in the link between childhood socioeconomic conditions and heart attack risk in adulthood. Demography, 44, 137-158.
    • (2007) Demography , vol.44 , pp. 137-158
    • Hamil-Luker, J.1    O'Rand, A.M.2
  • 23
    • 84943817322 scopus 로고
    • Error detecting and error correcting codes
    • Hamming, R. (1950) Error detecting and error correcting codes. Bell Syst. Tech. J., 26, 147-160.
    • (1950) Bell Syst. Tech. J. , vol.26 , pp. 147-160
    • Hamming, R.1
  • 24
    • 84867198010 scopus 로고    scopus 로고
    • The National Longitudinal Study of Adolescent Health: research design.University of North Carolina at Chapel Hill, Chapel Hill.Available from
    • Harris, K. M., Halpern, C. T., Whitsel, E., Hussey, J., Tabor, J., Entzel, P. and Udry, J. R. (2009) The National Longitudinal Study of Adolescent Health: research design.University of North Carolina at Chapel Hill, Chapel Hill. (Available from http://www.cpc.unc.edu/projects/addhealth/design.)
    • (2009)
    • Harris, K.M.1    Halpern, C.T.2    Whitsel, E.3    Hussey, J.4    Tabor, J.5    Entzel, P.6    Udry, J.R.7
  • 26
    • 84867200741 scopus 로고    scopus 로고
    • Optimal matching and social sciences. Manuscript. Observatoire Sociologique du Changement, Paris.
    • Lesnard, L. (2006) Optimal matching and social sciences. Manuscript. Observatoire Sociologique du Changement, Paris.
    • (2006)
    • Lesnard, L.1
  • 27
    • 0001116877 scopus 로고
    • Binary codes capable of correcting deletions, insertions, and reversals
    • Levenshtein, V. I. (1965) Binary codes capable of correcting deletions, insertions, and reversals. Sov. Phys. Dokl., 10, 707-710.
    • (1965) Sov. Phys. Dokl. , vol.10 , pp. 707-710
    • Levenshtein, V.I.1
  • 28
    • 0034341548 scopus 로고    scopus 로고
    • But what have you done for us lately?: commentary on Abbott and Tsay
    • Levine, J. (2000) But what have you done for us lately?: commentary on Abbott and Tsay. Sociol. Meth. Res., 29, 34-40.
    • (2000) Sociol. Meth. Res. , vol.29 , pp. 34-40
    • Levine, J.1
  • 29
    • 0036489045 scopus 로고    scopus 로고
    • Latent class models for joint analysis of longitudinal biomarker and event process data: application to longitudinal prostate-specific antigen readings and prostate cancer
    • Lin, H., Turnbull, B. W., McCulloch, C. E. and Slate, E. H. (2002) Latent class models for joint analysis of longitudinal biomarker and event process data: application to longitudinal prostate-specific antigen readings and prostate cancer. J. Am. Statist. Ass., 97, 53-65.
    • (2002) J. Am. Statist. Ass. , vol.97 , pp. 53-65
    • Lin, H.1    Turnbull, B.W.2    McCulloch, C.E.3    Slate, E.H.4
  • 30
    • 79961221925 scopus 로고    scopus 로고
    • poLCA: an R package for polytomous, variable latent class analysis
    • Linzer, D. A. and Lewis, J. B. (2011) poLCA: an R package for polytomous, variable latent class analysis. J. Statist. Softwr., 42, 1-29.
    • (2011) J. Statist. Softwr. , vol.42 , pp. 1-29
    • Linzer, D.A.1    Lewis, J.B.2
  • 31
    • 27644538340 scopus 로고    scopus 로고
    • Characterizing the life course as role configurations and pathways
    • (eds J. T. Mortimer and M. J. Shanahan) New York: Springer.
    • Macmillan, R. and Eliason, S. R. (2003) Characterizing the life course as role configurations and pathways. In Handbook of the Life Course (eds J. T. Mortimer and M. J. Shanahan ), pp. 529-554. New York: Springer.
    • (2003) Handbook of the Life Course , pp. 529-554
    • Macmillan, R.1    Eliason, S.R.2
  • 32
    • 0036428510 scopus 로고    scopus 로고
    • Predicting successful and unsuccessful transitions from school to work by using sequence methods
    • McVicar, D. and Anyadike-Danes, M. (2002) Predicting successful and unsuccessful transitions from school to work by using sequence methods. J. R. Statist. Soc. A, 165, 317-334.
    • (2002) J. R. Statist. Soc. A , vol.165 , pp. 317-334
    • McVicar, D.1    Anyadike-Danes, M.2
  • 33
    • 84970684880 scopus 로고
    • Social change and transitions to adulthood in historical perspective
    • Modell, Jr, F. F. and Hershberg, T. (1976) Social change and transitions to adulthood in historical perspective. J. Famly Hist., 1, 7-32.
    • (1976) J. Famly Hist. , vol.1 , pp. 7-32
    • Modell Jr., F.F.1    Hershberg, T.2
  • 34
    • 84973745157 scopus 로고
    • The measurement of classification agreement: an adjustment to the Rand statistic for chance agreement
    • Morey, L. and Agresti, A. (1984) The measurement of classification agreement: an adjustment to the Rand statistic for chance agreement. Educ. Psychol. Measmnt, 44, 33-37.
    • (1984) Educ. Psychol. Measmnt , vol.44 , pp. 33-37
    • Morey, L.1    Agresti, A.2
  • 35
    • 78649765156 scopus 로고    scopus 로고
    • Sequences of early adult transitions: a look at variability and consequences
    • In (eds R. Settersten, F. Furstenberg and R. Rumbaut). Chicago: University of Chicago Press.
    • Mouw, T. (2005) Sequences of early adult transitions: a look at variability and consequences. In On the Frontier of Adulthood: Theory, Research, and Public Policy (eds R. Settersten, F. Furstenberg and R. Rumbaut ). Chicago: University of Chicago Press.
    • (2005) On the Frontier of Adulthood: Theory, Research, and Public Policy
    • Mouw, T.1
  • 36
    • 31144461404 scopus 로고    scopus 로고
    • Developmental trajectory groups: fact or a useful statistical fiction
    • Nagin, D. S. and Tremblay, R. (2005) Developmental trajectory groups: fact or a useful statistical fiction? Criminology, 43, 873-904.
    • (2005) Criminology , vol.43 , pp. 873-904
    • Nagin, D.S.1    Tremblay, R.2
  • 37
    • 34848825083 scopus 로고    scopus 로고
    • Clustering work and family trajectories by using a divisive algorithm
    • Piccarreta, R. and Billari, F. C. (2007) Clustering work and family trajectories by using a divisive algorithm. J. R. Statist. Soc. A, 170, 1061-1078.
    • (2007) J. R. Statist. Soc. A , vol.170 , pp. 1061-1078
    • Piccarreta, R.1    Billari, F.C.2
  • 38
    • 77954415466 scopus 로고    scopus 로고
    • Latent mixture models for multivariate and longitudinal outcomes
    • Pickles, A. and Croudace, T. (2010) Latent mixture models for multivariate and longitudinal outcomes. Statist. Meth. Med. Res., 19, 271-289.
    • (2010) Statist. Meth. Med. Res. , vol.19 , pp. 271-289
    • Pickles, A.1    Croudace, T.2
  • 39
  • 40
    • 84950632109 scopus 로고
    • Objective criteria for the evaluation of clustering methods
    • Rand, W. M. (1971) Objective criteria for the evaluation of clustering methods. J. Am. Statist. Ass., 66, 846-850.
    • (1971) J. Am. Statist. Ass. , vol.66 , pp. 846-850
    • Rand, W.M.1
  • 41
    • 72249092261 scopus 로고    scopus 로고
    • Latent transition models with latent class predictors: attention deficit hyperactivity disorder subtypes and high school marijuana use
    • Reboussin, B. A. and Ialongo, N. S. (2010) Latent transition models with latent class predictors: attention deficit hyperactivity disorder subtypes and high school marijuana use. J. R. Statist. Soc. A, 173, 145-164.
    • (2010) J. R. Statist. Soc. A , vol.173 , pp. 145-164
    • Reboussin, B.A.1    Ialongo, N.S.2
  • 42
    • 1542742695 scopus 로고    scopus 로고
    • Modeling uncertainty in latent class membership: a case study in criminology
    • Roeder, K., Lynch, K. and Nagin, D. S. (1999) Modeling uncertainty in latent class membership: a case study in criminology. J. Am. Statist. Ass., 94, 766-767.
    • (1999) J. Am. Statist. Ass. , vol.94 , pp. 766-767
    • Roeder, K.1    Lynch, K.2    Nagin, D.S.3
  • 43
    • 0030091290 scopus 로고    scopus 로고
    • Education, age, and the cumulative advantage in health
    • Ross, C. E. and Wu, C.-L. (1996) Education, age, and the cumulative advantage in health. J. Hlth Socl Behav., 37, 104-120.
    • (1996) J. Hlth Socl Behav. , vol.37 , pp. 104-120
    • Ross, C.E.1    Wu, C.-L.2
  • 44
    • 78651338140 scopus 로고    scopus 로고
    • Social influences on trajectories of self-rated health: evidence from Britain, Germany, Denmark and the USA
    • Sacker, A., Worts, D. and McDonough, P. (2011) Social influences on trajectories of self-rated health: evidence from Britain, Germany, Denmark and the USA. J. Epidem. Commty Hlth, 65, 130-136.
    • (2011) J. Epidem. Commty Hlth , vol.65 , pp. 130-136
    • Sacker, A.1    Worts, D.2    McDonough, P.3
  • 45
    • 77249117653 scopus 로고    scopus 로고
    • Patterns of weight control strategies predict differences in women's 4-year weight gain
    • Savage, J. S. and Birch, L. L. (2010) Patterns of weight control strategies predict differences in women's 4-year weight gain. Obesity, 18, 513-520.
    • (2010) Obesity , vol.18 , pp. 513-520
    • Savage, J.S.1    Birch, L.L.2
  • 46
    • 79954629516 scopus 로고    scopus 로고
    • Affinity models for career sequences
    • Scott, M. A. (2011) Affinity models for career sequences. Appl. Statist., 60, 417-436.
    • (2011) Appl. Statist. , vol.60 , pp. 417-436
    • Scott, M.A.1
  • 47
    • 0033243559 scopus 로고    scopus 로고
    • Probit latent class analysis: conditional independence and conditional dependence models
    • Uebersax, J. (1999) Probit latent class analysis: conditional independence and conditional dependence models. Appl. Psychol. Measmnt, 23, 283-297.
    • (1999) Appl. Psychol. Measmnt , vol.23 , pp. 283-297
    • Uebersax, J.1
  • 48
    • 9144238101 scopus 로고    scopus 로고
    • Multilevel latent class models
    • Vermunt, J. (2003) Multilevel latent class models. Sociol. Methodol., 33, 213-239.
    • (2003) Sociol. Methodol. , vol.33 , pp. 213-239
    • Vermunt, J.1
  • 50
    • 36749017004 scopus 로고    scopus 로고
    • Latent class and finite mixture models for multilevel data sets
    • Vermunt, J. (2008b) Latent class and finite mixture models for multilevel data sets. Statist. Meth. Med. Res., 17, 33-51.
    • (2008) Statist. Meth. Med. Res. , vol.17 , pp. 33-51
    • Vermunt, J.1
  • 51
    • 84944178665 scopus 로고
    • Hierarchical grouping to optimize an objective function
    • Ward, J. (1963) Hierarchical grouping to optimize an objective function. J. Am. Statist. Ass., 58, 236-244.
    • (1963) J. Am. Statist. Ass. , vol.58 , pp. 236-244
    • Ward, J.1
  • 53
    • 66349136265 scopus 로고    scopus 로고
    • The de-standardization of the life course: are men and women equal? Adv
    • Widmer, E. D. and Ritschard, G. (2009) The de-standardization of the life course: are men and women equal? Adv. Lif. Course Res., 14, 28-39.
    • (2009) Lif. Course Res. , vol.14 , pp. 28-39
    • Widmer, E.D.1    Ritschard, G.2
  • 54
    • 33144462193 scopus 로고    scopus 로고
    • Reliability of sequence-alignment analysis of social processes: Monte Carlo tests of ClustalG software
    • Wilson, C. (2006) Reliability of sequence-alignment analysis of social processes: Monte Carlo tests of ClustalG software. Environ. Planng A, 38, 187-204.
    • (2006) Environ. Planng A , vol.38 , pp. 187-204
    • Wilson, C.1
  • 55
    • 0034341545 scopus 로고    scopus 로고
    • Some comments on ''Sequence analysis and optimal matching methods in sociology: review and prospect''
    • Wu, L. (2000) Some comments on ''Sequence analysis and optimal matching methods in sociology: review and prospect''. Sociol. Meth. Res., 29, 41-64.
    • (2000) Sociol. Meth. Res. , vol.29 , pp. 41-64
    • Wu, L.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.