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Sequence Analysis as a Tool for Family Demography

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Analytical Family Demography

Part of the book series: The Springer Series on Demographic Methods and Population Analysis ((PSDE,volume 47))

Abstract

In this chapter we describe the development of sequence analysis (SA) techniques to investigate the process of family formation and dissolution. Family structure has changed substantially in past decades, and family trajectories are more heterogeneous than they used to be in the past. The age at first marriage has increased in many, if not all, western societies; cohabitation has become a very standard stage in people’s family formation; divorce rates rose considerably since the 1970s, but their growth slowed down and even halted in some countries; and stepfamilies have become more and more common. All these trends imply not only changes in the timing of events, but also changes in the sequencing and the duration of events. Many aspects of family trajectories have been analyzed individually, without taking into account the interrelation among different events. However, it is necessary to look at the process of union formation and the subsequent family pathways from a holistic point of view. Sequence analysis is therefore the appropriate tool to analyze family histories, taking into account the timing, sequencing, and duration of events. In this chapter we discuss the way in which sequence analysis has been used so far in family demography, and illustrate the most relevant developments and innovative procedures relative to this technique. In the second part of the chapter we use data from the European Social Survey to illustrate an empirical application of sequence analysis and describe family trajectories across European countries.

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Notes

  1. 1.

    Cluster techniques differ mainly by the linkage algorithm used, i.e. the way different observation are merged together. For an exhaustive description of clustering techniques, see Kaufman and Rousseeuw (2009).

References

  • Aassve, A., Billari, F. C., & Piccarreta, R. (2007). Strings of adulthood: A sequence analysis of young British women’s work-family trajectories. European Journal of Population/Revue Européenne de Démographie, 23, 369–388.

    Google Scholar 

  • Abbott, A. (1995). Sequence analysis: New methods for old ideas. Annual Reviews in Sociology, 21, 93–113.

    Google Scholar 

  • Abbott, A., & Hrycak, A. (1990). Measuring resemblance in sequence data: An optimal matching analysis of musicians’ careers. American Journal of Sociology, 96, 144–185.

    Google Scholar 

  • Aisenbrey, S., & Fasang, A. E. (2010). New life for old ideas: The “Second Wave” of sequence analysis bringing the “Course” back into the life course. Sociological Methods & Research, 38, 420–462.

    Google Scholar 

  • Allan, G., Hawker, S., & Crow, G. (2001). Family diversity and change in Britain and Western Europe. Journal of Family Issues, 22, 819–837.

    Google Scholar 

  • Amato, P. R., Landale, N. S., Havasevich-Brooks, T. C., Booth, A., Eggebeen, D. J., Schoen, R., & McHale, S. M. (2008). Precursors of young women’s family formation pathways. Journal of Marriage and Family, 70, 1271–1286.

    Google Scholar 

  • Baizan, P., Aassve, A., & Billari, F. C. (2003). Cohabitation, marriage, and first birth: The interrelationship of family formation events in Spain. European Journal of Population/Revue européenne de Démographie, 19, 147–169.

    Google Scholar 

  • Balbo, N., & Barban, N. (2014). Does fertility behavior spread among friends? American Sociological Review, 79, 412–431.

    Google Scholar 

  • Barban, N. (2013). Family trajectories and health: A life course perspective. European Journal of Population/Revue européenne de Démographie, 29, 357–385.

    Google Scholar 

  • Barban, N., & Billari, F. C. (2012). Classifying life course trajectories: A comparison of latent class and sequence analysis. Journal of the Royal Statistical Society: Series C (Applied Statistics), 61, 765–784.

    Google Scholar 

  • Barban, N., de Luna, X., Lundholm, E., Svensson, I., & Billari. F. C. (2018). Causal effects of the timing of life-course events: Age at retirement and subsequent health. Sociological Methods & Research. https://doi.org/10.1177/0049124117729697.

  • Bianchi, S. M. (2011). Family change and time allocation in American families. The Annals of the American Academy of Political and Social Science, 638, 21–44.

    Google Scholar 

  • Billari, F. C. (2001a). Sequence analysis in demographic research. Canadian Studies in Population, 28, 439–458.

    Google Scholar 

  • Billari, F. C. (2001b). The analysis of early life courses: Complex descriptions of the transition to adulthood. Journal of Population Research, 18, 119–142.

    Google Scholar 

  • Billari, F. C. (2004). Becoming an adult in Europe: A macro (Micro)-demographic perspective. Demographic Research, Special Co:15–43.

    Google Scholar 

  • Billari, F. C., & Liefbroer, A. C. (2010). Towards a new pattern of transition to adulthood? Advances in Life Course Research, 15, 59–75.

    Google Scholar 

  • Billari, F. C., & Wilson, C. (2001). Convergence towards diversity? Cohort dynamics in the transition to adulthood in contemporary Western Europe. Max Planck Institute for Demographic …, 49, 0–29.

    Google Scholar 

  • Blossfeld, H.-P., & Huinink, J. (1991). Human capital investments or norms of role transition? How women’s schooling and career affect the process of family formation. American Journal of Sociology, 97, 143–168.

    Google Scholar 

  • Bras, H., Liefbroer, A. C., & Elzinga, C. H. (2010). Standardization of pathways to adulthood? An analysis of Dutch cohorts born between 1850 and 1900. Demography, 47, 1013–1034.

    Google Scholar 

  • Brzinsky-Fay, C. (2014). The measurement of school-to-work transitions as processes: About events and sequences. European Societies, 16, 213–232.

    Google Scholar 

  • Cherlin, A. J. (2010). The marriage-go-round: The state of marriage and the family in America today. New York: Vintage.

    Google Scholar 

  • Danziger, S., & Ratner, D. (2010). Labor market outcomes and the transition to adulthood. The Future of Children, 20, 133–158.

    Google Scholar 

  • Elder Jr., G. H. (1985). Perspectives on the life course. Life Course Dynamics: Trajectories and Transitions, 1, 23–49.

    Google Scholar 

  • Elzinga, C. H. (2003). Sequence similarity: A nonaligning technique. Sociological Methods & Research, 32, 3–29.

    Google Scholar 

  • Elzinga, C. H. (2010). Complexity of categorical time series. Sociological Methods & Research, 38, 463–481.

    Google Scholar 

  • Elzinga, C., Hoogendoorn, A. W., & Dijkstra, W. (2007). Linked Markov sources: Modeling outcome-dependent social processes. Sociological Methods and Research, 36, 26.

    Google Scholar 

  • Elzinga, C. H., & Liefbroer, A. C. (2007). De-standardization of family-life trajectories of young adults: A cross-national comparison using sequence analysis. European Journal of Population/Revue européenne de Démographie, 23, 225–250.

    Google Scholar 

  • Esping-Andersen, G. (2013). The three worlds of welfare capitalism. Hoboken: Wiley.

    Google Scholar 

  • Esping-Andersen, G., & Billari, F. C. (2015). Re-theorizing family demographics. Population and Development Review, 41, 1–31.

    Google Scholar 

  • Fasang, A. E. (2014). New perspectives on family formation: What can we learn from sequence analysis? In P. Blanchard, F. Bühlmann, & J.-A. Gauthier (Eds.), Advances in sequence analysis: Theory, method, applications (pp. 107–128). Heidelberg: Springer.

    Google Scholar 

  • Fasang, A. E., & Raab, M. (2014). Beyond transmission: Intergenerational patterns of family formation among middle-class American families. Demography, 51, 1703–1728.

    Google Scholar 

  • Ferrari, G., & Pailhé, A. (2017). Transition to adulthood in France: Do children of immigrants differ from natives? Advances in Life Course Research, 31, 34–56.

    Google Scholar 

  • Ferrera, M. (1996). The ’southern model’ of welfare in social Europe. Journal of European Social Policy, 6, 17–37.

    Google Scholar 

  • Fokkema, T., & Liefbroer, A. C. (2008). Trends in living arrangements in Europe: Convergence or divergence? Demographic Research, 19, 1351–1418.

    Google Scholar 

  • Furstenberg, F. F. (2014). Fifty years of family change: From consensus to complexity. Annals of the American Academy of Political and Social Science, 654, 12–30.

    Google Scholar 

  • Gabadinho, A., Ritschard, G., Mueller, N. S., & Studer, M. (2011). Analyzing and visualizing state sequences in R with TraMineR. Journal of Statistical Software, 40, 1–37.

    Google Scholar 

  • Gauthier, J.-A., Widmer, E. D., Bucher, P., & Notredame, C. (2010). Multichannel sequence analysis applied to social science data. Sociological Methodology, 40, 1–38.

    Google Scholar 

  • Giuliano, P. (2007). Living arrangements in western Europe: Does cultural origin matter? Journal of the European Economic Association, 5, 927–952.

    Google Scholar 

  • Iacovou, M. (2010). Leaving home: Independence, togetherness and income. Advances in Life Course Research, 15, 147–160.

    Google Scholar 

  • Jalovaara, M., & Fasang, A. E. (2015). Are there gender differences in family trajectories by education in Finland? Demographic Research, 33, 1241–1256.

    Google Scholar 

  • Jalovaara, M., & Fasang, A. E. (2017). From never partnered to serial cohabitors: Union trajectories to childlessness. Demographic Research, 36, 1703–1720.

    Google Scholar 

  • Kaufman, L., & Rousseeuw, P. J. (2009). Finding groups in data: An introduction to cluster analysis (Vol. 344). Hoboken: Wiley.

    Google Scholar 

  • Kleinepier, T., de Valk, H. A. G., & van Gaalen, R. (2015). Life paths of migrants: A sequence analysis of polish migrants’ family life trajectories. European Journal of Population, 31, 155–179.

    Google Scholar 

  • Lesthaeghe, R. (1995). The second demographic transition in western countries: An interpretation. In K. O. Mason & A.-M. Jensen (Eds.), Gender and family change in industrialized countries (pp. 17–62). Oxford: Clarendon Press.

    Google Scholar 

  • Lesthaeghe, R. (2010). The unfolding story of the second demographic transition. Population and Development Review, 36, 211–251.

    Google Scholar 

  • Lesthaeghe, R. J., & Neidert, L. (2006). The second demographic transition in the United States: Exception or textbook example? Population and Development Review, 32, 669–698.

    Google Scholar 

  • Levenshtein, V. I. (1966). Binary codes capable of correcting deletions, insertions and reversals. Soviet Physics Doklady, 10, 707.

    Google Scholar 

  • Levine, J. H. (2000). But what have you done for us lately? Commentary on Abbott and Tsay. Sociological Methods & Research, 29, 34–40.

    Google Scholar 

  • Liefbroer, A., & Corijn, M. (1999). Who, what, where, and when? Specifying the impact of educational attainment and labour force participation on family formation. European Journal of Population, 15, 45–75.

    Google Scholar 

  • Lyngstad, T. H., & Prskawetz, A. (2010). Do siblings’ fertility decisions influence each other? Demography, 47, 923–934.

    Google Scholar 

  • Macmillan, R., & Copher, R. (2005). Families in the life course: Interdependency of roles, role configurations, and pathways. Journal of Marriage and the Family, 67, 858–879.

    Google Scholar 

  • Mayer, K. U. (2001). The paradox of global social change and national path dependencies. In A. E. Woodward & M. Kohli (Eds.), Inclusions & exclusions in European societies (pp. 80–89). London: Routledge.

    Google Scholar 

  • McDonald, P. (2000). Gender equity, social institutions and the future of fertility. Journal of Population Research, 17, 1–16.

    Google Scholar 

  • McDonald, P. (2006). Low fertility and the state: The efficacy of policy. Population and Development Review, 32, 485–510.

    Google Scholar 

  • McVicar, D., & Anyadike-Danes, M. (2002). Predicting successful and unsuccessful transitions from school to work by using sequence methods. Journal of the Royal Statistical Society: Series A (Statistics in Society), 165, 317–334.

    Google Scholar 

  • Piccarreta, R., & Billari, F. C. (2007). Clustering work and family trajectories by using a divisive algorithm. Journal of the Royal Statistical Society: Series A (Statistics in Society), 170, 1061–1078.

    Google Scholar 

  • Pollock, G. (2007). Holistic trajectories: A study of combined employment, housing and family careers by using multiple-sequence analysis. Journal of the Royal Statistical Society: Series A (Statistics in Society), 170, 167–183.

    Google Scholar 

  • Potârcă, G., Mills, M., & Lesnard, L. (2013). Family formation trajectories in Romania, the Russian federation and France: Towards the second demographic transition? European Journal of Population/Revue européenne de Démographie, 29, 69–101.

    Google Scholar 

  • Raab, M., Fasang, A. E., Karhula, A., & Erola, J. (2014). Sibling similarity in family formation. Demography, 51, 2127–2154.

    Google Scholar 

  • Reher, D. S. (1998). Family ties in western Europe: Persistent contrasts. Population and Development Review, 24, 203–234.

    Google Scholar 

  • Schoen, R. (2011). Gender competition and family change. Genus, 66.

    Google Scholar 

  • Schoen, R., Landale, N., & Daniels, K. (2007). Family transitions in young adulthood. Demography, 44, 807–820.

    Google Scholar 

  • Schwanitz, K. (2017). The transition to adulthood and pathways out of the parental home: A cross-national analysis. Advances in Life Course Research, 32, 21–34.

    Google Scholar 

  • Shanahan, M. (2000). Pathways to adulthood in changing societies: Variability and mechanisms in life course perspective. Annual Reviews in Sociology, 26, 667–692.

    Google Scholar 

  • Sironi, M., & Furstenberg, F. F. (2012). Trends in the economic independence of young adults in the United States: 1973–2007. Population and Development Review, 38, 609–630.

    Google Scholar 

  • Sironi, M., Barban, N., & Impicciatore, R. (2015). Parental social class and the transition to adulthood in Italy and the United States. Advances in Life Course Research, 26, 89–104.

    Google Scholar 

  • Sobotka, T. (2008). Overview chapter 6: The diverse faces of the second demographic transition in Europe. Demographic Research, 19, 171–224.

    Google Scholar 

  • Stevenson, B., & Wolfers, J. (2007). Marriage and divorce: Changes and their driving forces. Journal of Economic Perspectives, 21, 27–52.

    Google Scholar 

  • Studer, M. (2013). WeightedCluster library manual: A practical guide to creating typologies of trajectories in the social sciences with R.

    Google Scholar 

  • Studer, M., & Ritschard, G. (2016). What matters in differences between life trajectories: A comparative review of sequence dissimilarity measures. Journal of the Royal Statistical Society. Series A: Statistics in Society, 179, 481–511.

    Google Scholar 

  • Studer, M., Struffolino, E., & Fasang, A. E. (2018). Estimating the relationship between time-varying covariates and trajectories: The sequence analysis multistate model procedure. Sociological Methodology. https://doi.org/10.1177/0081175017747122.

  • Trifiletti, R. (1999). Southern European welfare regimes and the worsening position of women. Journal of European Social Policy, 9, 49–64.

    Google Scholar 

  • Van De Kaa, D. J. (1987). Europe’s second demographic transition. Population Bulletin, 42, 1–59.

    Google Scholar 

  • Van Winkle, Z. (2017). Family trajectories across time and space: Increasing complexity in family life courses in Europe? Demography 1–30.

    Google Scholar 

  • Widmer, E. D., & Ritschard, G. (2009). The de-standardization of the life course: Are men and women equal? Advances in Life Course Research, 14, 28–39.

    Article  Google Scholar 

  • Wu, L. L. (2000). Some comments on “Sequence Analysis and Optimal Matching Methods in Sociology: Review and Prospect.” Annual Review of Sociology, 29, 41–64.

    Google Scholar 

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Authors and Affiliations

  1. Institute for Social and Economic Research, University of Essex, Colchester, UK

    Nicola Barban

  2. Department of Social Science, University College London, London, UK

    Maria Sironi

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  1. Nicola Barban
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  2. Maria Sironi
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Correspondence to Nicola Barban .

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  1. Population Research Institute, Penn State University, University Park, PA, USA

    Robert Schoen

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Barban, N., Sironi, M. (2019). Sequence Analysis as a Tool for Family Demography. In: Schoen, R. (eds) Analytical Family Demography. The Springer Series on Demographic Methods and Population Analysis, vol 47. Springer, Cham. https://doi.org/10.1007/978-3-319-93227-9_5

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