Modeling Household Decisions Using Longitudinal Data from Household Panel Surveys, with Applications to Residential Mobility

Sociological Methodology

Volumn 43, Issue 1, 2013, Pages 220-271

  Steele, Fiona ^a   Clarke, Paul ^a   Washbrook, Elizabeth ^a  

^a UNIVERSITY OF BRISTOL   (United Kingdom)

Author keywords

household effects; household panel data; multilevel modeling; multiple membership model

Indexed keywords

EID: 84993791730     PISSN: 00811750     EISSN: 14679531     Source Type: Journal    
DOI: 10.1177/0081175013479352     Document Type: Article

References (35)

1. Agresti Alan. 2002. Categorical Data Analysis. 2nd ed. New York: Wiley.
2. Bandeen-Roche Karen Miglioretti Diana L. Zeger Scott L. Rathouz Paul J. 1997. “Latent Variable Regression for Multiple Discrete Outcomes.” Journal of the American Statistical Association 92:1375–86.
3. Bauer Daniel J. Curran Patrick J. 2003. “Distributional Assumptions of Growth Mixture Models: Implications for Overextraction of Latent Trajectory Classes.” Psychological Methods 8:338–63.
4. Bolck Annabel Croon Marcel Hagenaars Jacques. 2004. “Estimating Latent Structure Models with Categorical Variables: One-step versus Three-step Estimators.” Political Analysis 12:3–27. doi:10.1093/pan/mph001.
5. Chan Tak Wing Goldthorpe John H. 2007. “European Social Stratification and Cultural Consumption: Music in England.” Sociological Review, 23:11–19. doi:10.1093/esr/jcl016.
6. Clark Shaunna L. Muthén Bengt. 2009. Relating Latent Class Analysis Results to Variables Not Included in the Analysis. Retrieved June 16, 2012 (http://statmodel2.com/download/relatinglca.pdf).
7. Clogg Clifford C. 1981. “New Developments in Latent Structure Analysis.” Pp. 215–46 in Factor Analysis and Measurement in Sociological Research, edited by Ed. Jackson D. J. Borgotta E. F. Beverly Hills, CA: Sage.
8. Dayton C. Mitchell Macready George B. 1988. “Concomitant-variable Latent-class Models.” Journal of the American Statistical Association 83:173–178. doi:10.2307/2288938.
9. de Cuyper Nele Rigotti Thomas de Witte Hans Mohr Gisela. 2008. “Balancing Psychological Contracts: Validation of a Typology”. International Journal of Human Resource Management 19:543–61. doi:10.1080/09585190801953590.
10. Dias José G. Vermunt Jeroen K. 2008. “A Bootstrap-based Aggregate Classifier for Model-based Clustering.” Computational Statistics, 23, 643–59. doi:10.1007/s00180-007-0103-7.
11. European Commission. 2006. EU Research on Social Sciences and Humanities. Psychological Contracts across Employment Situations: PSYCONES. Retrieved June 16, 2012 (http://cordis.europa.eu/documents/documentlibrary/100123961EN6.pdf).
12. GESIS-Variable Reports No. 2011. EVS 1981–Variable Report Integrated Dataset. Retrieved June 16, 2012 (http://info1.gesis.org/dbksearch/file.asp?file=ZA4438_r.pdf).
13. Goetghebeur Els Liinev Jan Boelaert Marleen van der Stuyft Patrick. 2000. “Diagnostic Test Analyses in Search of Their Gold Standard: Latent Class Analyses with Random Effects.” Statistical Methods in Medical Research, 9, 231. doi:10.1177/096228020000900304.
14. Goodman Leo A. 1974. “The Analysis of Systems of Qualitative Variables When Some of the Variables Are Unobservable. Part I: A Modified Latent Structure Approach.” American Journal of Sociology 79:79–259. doi:10.1086/225676.
15. Goodman Leo A. 2007. “On the Assignment of Individuals to Latent Classes.” Pp. 1–22 in Sociological Methodology, Vol. 37, edited by Ed. Xie J. Boston: Blackwell.
16. Hagenaars Jacques A. 1988. “Latent Structure Models with Direct Effects between Indicators: Local Dependence Models.” Sociological Methods and Research 16:379–405.
17. Hagenaars Jacques A. 1990. Categorical Longitudinal Data: Loglinear Analysis of Panel, Trend and Cohort Data. Newbury Park, CA: Sage.
18. Hagenaars Jacques A. Halman Loek C. 1989. “Searching for Idealtypes: The Potentialities of Latent Class Analysis.” European Sociological Review 5(1):81–96.
19. Huang David Brecht Mary-Lynn Hara Motoaki Hser Yih-Ing. 2010. “Influences of a Covariate on Growth Mixture Modeling.” Journal of Drug Issues 40(1):173–94.
20. Huang Guan Hua Bandeen-Roche Karen. 2004. “Building an Identifiable Latent Class Model with Covariate Effects on Underlying and Measured Variables.” Psychometrika 69(1):5–32.
21. Kam Jennifer A. 2011. “Identifying Changes in Youth's Subgroup Membership over Time Based on Their Targeted Communication about Substance Use with Parents and Friends.” Human Communication Research 37(3):324–49.
22. Lazarsfeld Paul F. Henry Neil W. 1968. Latent Structure Analysis. Boston: Houghton Mifflin.
23. McCutcheon Allan L. 1987. Latent Class Analysis. Newbury Park, CA: Sage.
24. Morin Alexandre J. S. Morizot Julien Boudrias Jean-Sébastien Madore Isabelle. 2011. “A Multifoci Person-centered Perspective on Workplace Affective Commitment: A Latent Profile / Factor Mixture Analysis.” Organizational Research Methods 14:58.
25. Mulder Eva Vermunt Jeroen Brand Eddy Bullens Ruud van Marle Hjalmar. 2012. “Recidivism in Subgroups of Serious Juvenile Offenders: Different Profiles, Different Risks?” Criminal Behaviour and Mental Health 22:122–35.
26. Muthén Bengt. 2004. “Latent Variable Analysis: Growth Mixture Modeling and Related Techniques for Longitudinal Data.” Pp. 345–68 in Handbook of Quantitative Methodology for the Social Sciences, edited by Ed. Kaplan D. Newbury Park, CA: Sage.
27. Olino Thomas M. Klein Daniel N. Lewinsohn Peter M. Rohde Paul Seeley John R. 2010. “Latent Trajectory Classes of Depressive and Anxiety Disorders from Adolescence to Adulthood: Descriptions of Classes and Associations with Risk Factors.” Comprehensive Psychiatry 51:224–35.
28. Petersen Janne Bandeen-Roche Karen Budtz-J⊘rgensen Esben Larsen Klaus G. 2012. “Predicting Latent Class Scores for Subsequent Analysis.” Psychometrica 77(2):244–62. doi:10.1007/s11336-012-9248-6.
29. Petras Hanno Masyn Katherine. 2010. “General Growth Mixture Analysis with Antecedents and Consequences of Change.” Pp. 69–100 in Handbook of Quantitative Criminology, edited by Ed. Piquero A. R. Weisbrud D. New York: Springer.
30. Skinner C. J. Holt D. Smith T. M. F. 1989. Analysis of Complex Surveys. New York: Wiley.
31. Tofighi Davood Enders Craig K. 2008. “Identifying the Correct Number of Classes in Growth Mixture Models.” Pp. 317–41 in Advances in Latent Variable Mixture Models, edited by Ed. Hancock G. R. Samuelsen K. M. Charlotte, NC: Information Age.
32. Vermunt Jeroen K. 2010. “Latent Class Modeling with Covariates: Two Improved Three-step Approaches.” Political Analysis 18:450–69. doi:10.1093/pan/mpq025.
33. Vermunt Jeroen K. Magidson Jay. 2005. Latent GOLD 4.0 User's Guide. Belmont, MA: Statistical Innovations.
34. Vermunt Jeroen K. Magidson Jay. 2008. LG-Syntax User's Guide: Manual for Latent GOLD 4.5 Syntax Module. Belmont, MA: Statistical Innovations.
35. Yamaguchi Kazuo. 2000. “Multinomial Logit Latent-class Regression Models: An Analysis of the Predictors of Gender-role Attitudes among Japanese Women.” American Journal of Sociology 105:1702–740.