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Some Methods for the Analysis of Event Sequence Data from Multiple Respondents

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  • John Levi Martin
  • James P. Murphy

Abstract

The analysis of sequence data poses a great challenge; existing methods for the comparison of sequences take what theoretical grounding they have from other fields (most importantly, genetics). We argue that set theory provides a way of establishing the relations between sequences that has a natural application to the case in which the sequences are orderings of a set of events, all compatible with an underlying partial order shared by multiple respondents. We also examine the possibility that observed differences in sequence data come from a stochastic process in which some events are poorly ordered because respondents cannot discriminate between them. We show that such methods shed light on several quantities that have been of interest to researchers, such as the degree of consensus within a group as to ideal sequences, the degree of respondent accuracy in reporting, and the degree to which plans and reality coincide.

Suggested Citation

  • John Levi Martin & James P. Murphy, 2021. "Some Methods for the Analysis of Event Sequence Data from Multiple Respondents," Sociological Methods & Research, , vol. 50(3), pages 1321-1352, August.
  • Handle: RePEc:sae:somere:v:50:y:2021:i:3:p:1321-1352
    DOI: 10.1177/0049124118799387
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    1. Matissa Hollister, 2009. "Is Optimal Matching Suboptimal?," Sociological Methods & Research, , vol. 38(2), pages 235-264, November.
    2. ,, 1999. "Problems And Solutions," Econometric Theory, Cambridge University Press, vol. 15(3), pages 427-432, June.
    3. ,, 1999. "Problems And Solutions," Econometric Theory, Cambridge University Press, vol. 15(4), pages 629-637, August.
    4. ,, 1999. "Problems And Solutions," Econometric Theory, Cambridge University Press, vol. 15(5), pages 777-788, October.
    5. Anthony Paik & Vernon Woodley, 2012. "Symbols and investments as signals: Courtship behaviors in adolescent sexual relationships," Rationality and Society, , vol. 24(1), pages 3-36, February.
    6. Nicola Barban & Francesco C. Billari, 2012. "Classifying life course trajectories: a comparison of latent class and sequence analysis," Journal of the Royal Statistical Society Series C, Royal Statistical Society, vol. 61(5), pages 765-784, November.
    7. ,, 1999. "Problems And Solutions," Econometric Theory, Cambridge University Press, vol. 15(1), pages 151-160, February.
    8. Francesco C. Billari & Johannes Fürnkranz & Alexia Prskawetz, 2006. "Timing, Sequencing, and Quantum of Life Course Events: A Machine Learning Approach," European Journal of Population, Springer;European Association for Population Studies, vol. 22(1), pages 37-65, March.
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