Abstract
Panel and life-course data are ideally suited to unravelling labour market dynamics, but their designs differ, with potential consequences for the estimated relationships. To gauge the extent to which these two data designs produce dissimilar transition rates and the causation thereof, we use the German Life History Study and the German Socio-Economic Panel. Life-course data in particular suffer from recall effects due to memory bias causing understated transition probabilities. Panel data suffer from seam effects due to spurious transitions between statuses recalled in activity calendars that generate heaps at particular time points and cause overstated transition probabilities. We combine the two datasets and estimate multilevel (multistate) discrete-time models for event history data to model transitions between labour market states taking these factors into account. Though we find much lower transition rates in the life-course study, confirming the results of Solga (Qual Quant 35:291–309, 2001) in this Journal for East-Germany, part of the difference can be explained by short spells recall bias. The estimated models on exit, re-entry and job mobility on the combined datasets show indeed a negative retrospective design effect. Another specification that includes the length of the recall period shows no significant decrease in the transition probabilities with increasing length, suggesting that the negative design effect is due to other design differences.
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Allmendinger, J.: Career Mobility Dynamics. A Comparative Analysis of the United States, Norway, and West Germany. Max-Planck-Institut für Bildungsforschung, Berlin (1989)
Bergemann, A., Mertens, A.: Job stability trends, layoffs and transitions to unemployment: an empirical analysis for West Germany. Discussion Paper No. 4792, Centre for Economic Policy Research (CEPR), London (2004)
Blossfeld H.P.: Career opportunities in the Federal Republic of Germany: a dynamic approach to the study of life-course, cohort, and period effects. Eur. Sociol. Rev. 2, 208–225 (1986)
Blossfeld H.P., Rohwer G.: Techniques of Event History Modeling: New Approaches to Causal Analysis. Erlbaum, Mahwah (1995)
Bradburn N.M. et al.: Answering autobiographical questions: the impact of memory and inference on surveys. Science 236, 157–161 (1987)
Buchholz, S.: Men’s late careers and career exits in West Germany. Globalife Working Paper No. 63 (2004)
Buchholz, S., Grunow, D.: Globalisation and women’s employment in West Germany. Globalife Working Paper No. 47 (2003)
Callegaro, M.: Seam Effects changes due to modifications in question wording and data collection strategies. A comparison of conventional questionnaire and event history calendar seam effects in the PSID. Ph.D Dissertation. University of Nebraska, Lincoln (2007)
Dex, S.: The reliability of recall data: a literature review. ISER Working Paper, University of Essex, Colchester (1991)
DiPrete T.: Life course risks, mobility regimes, and mobility consequences: a comparison of Sweden, Germany, and the United States. Am. J. Sociol. 108, 267–309 (2002)
DiPrete T., de Graaf P., Luijkx R., Tahlin M., Blossfeld H.P.: Collectivist versus individualist mobility regimes? Structural change and job mobility in four countries. Am. J. Sociol. 103, 318–358 (1997)
DuMouchel W.H., Duncan G.J.: Using sample survey weights in multiple regression analyses of stratified samples. J. Am. Stat. Assoc. 78(383), 535–543 (1983)
Duncan G.J., Hill D.H.: An investigation of the extent and consequences of measurement error in labor-economic survey data. J. Labor Econ. 3, 508–532 (1985)
Eisenhower D.: Sources and bias reduction techniques. In: Biemer, P., Groves, R., Lyberg, L. (eds) Measurement Errors in Surveys, pp. 127–144. Wiley, New York (1991)
Elias, P.: Who forgot they were unemployed? ESRC Working Paper (1997)
Ernicke, B.: Datenaufbereitung aus dem Sozio-oeconomischen Panel:Erwerbsverlauf und Familiendaten. Bremen (1997)
Freedman D. et al.: The life history calendar: a technique for collecting retrospective data. Sociol. Methodol. 18, 37–68 (1988)
Hagenaars J.A.: Categorical Longitudinal Data: Log-Linear Panel Trend, and Cohort Analysis. Sage, Newbury Park (1990)
Haisken-DeNew, J.P., Frick, J.R.: Desktop Companion to the German Socio-Economic Panel (SOEP) – Version 8.0, Berlin. http://www.diw.de/deutsch/sop/service/dtc/dtc.pdf (2005)
Hauser R.M., Featherman D.L.: The Process of Stratification: Trends and Analyses. Academic Press, New York (1977)
Hoem J.M.: The issue of weights in panel surveys of individual behavior. In: Kasprzyk, D., Duncan, G., Kalton, G., Singh, M.P. (eds) Panel Surveys, Wiley, New York (1989)
Horowitz J.L., Manski C.F.: Censoring of outcomes and regressors due to survey nonresponse: identification and estimation using weights and imputations. J. Econom. 84, 37–58 (1998)
Hujer R., Schneider H.: The analysis of labor market mobility using panel data. Eur. Econ. Rev. 33, 530–536 (1989)
Jacobs S.C.: Reliability and recall of unemployment events using retrospective data. Work Employ. Soc. 16, 537–548 (2002)
Jürges H.: Retrospective error in SOEP calendar data: the case of unemployment. Schmollers Jahrbuch 125, 157–165 (2005)
Kalmijn M., Luijkx R.: Changes in women’s employment and occupational mobility in the Netherlands between 1955 and 2000. In: Blossfeld, H.P., Hofmeister, H. (eds) Globalization, Uncertainty, and Women’s Careers: An International Comparison, pp. 84–112. Edward Elgar, Cheltenham (2006)
König, W., Lüttinger, P., Müller, W.: A comparative analysis of the development and structure of educational systems. Methodological foundations and the construction of a comparative educational scale. CASMIN Working Paper No. 12 (1988)
Kraus, F., Steiner, V.: Modelling Heaping Effects in Unemployment Duration Models—With an Application to Retrospective Event Data in the German Socio-Economic Panel. Jahrbuecher fuer Nationaloekonomie und Statistiek, Stuttgart (1998)
Kroh, M., Spieß, M.: Documentation of sample sizes and panel attrition in the German Socio Economic Panel (SOEP) (1984 until 2005). DIW Data Documentation 15 (2006)
Linton M.: Transformations of memory in everyday life. In: Neisser, U. (eds) Memory Observed: Remembering in Natural Contexts, pp. 77–91. Freeman, San Francisco (1982)
Lynn, P., et al.: A review of methodological research pertinent to longitudinal survey design and data collection. ISER Working Paper, University of Essex, Colchester (2005)
Marsh L.C., Cormier D.R.: Spline Regression Models. Sage, Thousand Oaks (2002)
Mathiowetz N.A., Duncan G.J.: Out of work, out of mind: response errors in retrospective reports of unemployment. J. Bus. Econ. Stat. 6, 221–229 (1988)
Mayer K.U.: Retrospective longitudinal research: the German life history study. In: Menard, S. Handbook of Longitudinal Research: Design, Measurement and Analysis, Elsevier, San Diego (2007)
Mayer K.U., Carroll G.R.: Jobs and classes: structural constraints on career mobility. Eur. Sociol. Rev. 3, 14–38 (1987)
Mertens, A.: Job Stability Trends and Labor Market (re-)Entry in West Germany 1984–1997. Humboldt-University Berlin, Sonderforschungsberiech 373 Discussion Paper 60–1999 (1999)
Muffels R., Luijkx R.: Labour market mobility and employment security in Europe: ‘trade-off’ or ‘flexicurity’?. Work Employ. Soc. 22(2), 221–242 (2008)
Müller W. et al.: Class and education in industrial nations. Int. J. Sociol. 19, 3–39 (1989)
Paull G.: Biases in the Reporting of Labour Market Dynamics. The Institute for Fiscal Studies, London (2002)
Powers E.A. et al.: Congruence between panel and recall data in longitudinal research. Public Opin. Q. 42, 380–389 (1978)
Pyy-Martikainen, M., Rendtel, U.: The effects of panel attrition on the analysis of unemployment spells. CHINTEX (2003)
Reimer, M.: Collecting Event History Data About Work Careers Retrospectively: Mistakes that Occur and Ways to Prevent Them. Kognition und Kommunikation dei der Laengsschnittdatenerhebung. Max-Planck-Institut für Bildungsforschung, Berlin (2004)
Reimer, M.: Autobiografisches Gedächtnis und retrospektive Datenerhebung: die Rekonstruktion und Validität von Lebensverläufen. Studien und Berichte No. 70. Max-Planck-Institut für Bildungsforschung, Berlin (2005)
Reimer, M., Künster, R.: Linking Job Episodes from Retrospective Surveys and Social Security Data: Specific Challenges, Feasibility and Quality of Outcome. Ausbildungs- und Berufsverlaeufe der Geburtskohorten 1964 und 1971 in Westdeutschland. Max-Planck-Institut für Bildungsforschung, Berlin (2004)
Rendtel U.: Über den Einfluß der Panelselektivität auf Längsschnittanalysen. Vierteljahreshefte zur Wirtschaftsforschung 58, 45–61 (1989)
Rosenfeld R.A.: Job mobility and career processes. Annu. Rev. Sociol. 18, 39–61 (1992)
Rubin D.C., Baddeley A.D.: Telescoping is not time compression—a model of the dating of autobiographical events. Mem. Cognit. 17, 653–661 (1989)
Scott J., Alwin D.: Retrospective versus prospective measurement of life histories in longitudinal research. In: Giele, G.H., Elder, J.Z. (eds) Methods of Life Course Research: Qualitative and Quantitative Approaches, Sage, Thousand Oaks (1998)
Sicherman N., Galor O.: A theory of career mobility. J. Polit. Econ. 98, 169–192 (1990)
Singer J.D., Willett J.B.: Applied Longitudinal Data Analysis: Modeling Change and Event Occurrence. Oxford University Press, New York (2003)
Solga H.: Longitudinal surveys and the study of occupational mobility: panel and retrospective design in comparison. Qual. Quant. 35, 291–309 (2001)
Steele F. et al.: A general multilevel multistate competing risks model for event history data, with an application to a study of contraceptive use dynamics. Stat. Model. 4, 145–159 (2004)
Sudman S., Bradburn N.M.: Effects of time and memory factors on response in surveys. J. Am. Stat. Assoc. 68, 805–815 (1973)
Taris T.: A Primer in Longitudinal Data Analysis. Sage, London (2000)
Thompson C.P. et al.: Autobiographical Memory. Erlbaum, Mahwah (1996)
Tuma N.B., Hannan M.T.: Social Dynamics: Models and Methods. Academic Press, San Diego (1984)
Uunk W. et al.: Job mobility in the former East and West Germany: the effects of state-socialism and labor market composition. Eur. Sociol. Rev. 21, 393–408 (2005)
Vandecasteele L., Debels A.: Attrition in panel data: the effectiveness of weighting. Eur. Sociol. Rev. 23, 81–97 (2007)
Wagenaar W.A.: My memory: a study of autobiographical memory over six years. Cognit. Psychol. 18, 225–252 (1986)
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Manzoni, A., Luijkx, R. & Muffels, R. Explaining differences in labour market transitions between panel and life-course data in West-Germany. Qual Quant 45, 241–261 (2011). https://doi.org/10.1007/s11135-009-9292-1
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DOI: https://doi.org/10.1007/s11135-009-9292-1