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17 - Longitudinal Research: A World to Explore

from Part III - Data Collection

Published online by Cambridge University Press:  25 May 2023

Austin Lee Nichols
Affiliation:
Central European University, Vienna
John Edlund
Affiliation:
Rochester Institute of Technology, New York
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Summary

This chapter describes some of the issues to be considered when dealing with longitudinal data. Longitudinal data can be defined as data gathered on a set of units over multiple time periods. Longitudinal data can be collected either prospectively or retrospectively, and data can be either qualitative or quantitative. Different ways of deriving repeated observations generate the three main types of longitudinal design: repeated cross-sectional surveys, panel surveys, and retrospective surveys. The world of longitudinal research is thus very heterogeneous. This chapter provides both a summary of advantages and disadvantages of each longitudinal design and some guidelines for authors and researchers.

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Publisher: Cambridge University Press
Print publication year: 2023

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References

Andreß, H-J. (2017). The need for and use of panel data. IZA World of Labor, 352. https://www.doi.org/10.15185/izawol.352Google Scholar
Blossfeld, H. P. & Rohwer, G. (2013). Techniques of Event History Modeling. New Approaches to Causal Analysis. Routledge.Google Scholar
Brücker, H., Kroh, M., Bartsch, S., Goebel, J., et al. (2014). The New IAB–SOEP Migration Sample: An Introduction into the Methodology and the Contents. SOEP Survey Papers 216: Series C. German Institute for Economic Research (DIW)/German Socio-Economic Panel (SOEP).Google Scholar
Brüderl, J., Castiglioni, L., Volker, L., Pforr, K., & Schmiedeberg, C. (2017). Collecting event history data with a panel survey: Combining an electronic event history calendar and dependent interviewing. Methods, Data, Analyses, 11(1), 4566.Google Scholar
Buck, N. & McFall, S. (2012). Understanding society: design overview. Longitudinal and Life Course Studies, 3(1), 517.Google Scholar
Buck, N., Ermisch, J., & Jenkins, S. (1995). Choosing a longitudinal survey design: the issues. Paper ESRC Research Centre on Micro-Social Change, University of Essex. Available at: www.iser.essex.ac.uk/files/occasional_papers/pdf/op96-1.pdf.Google Scholar
Busse, B. & Backeberg, L. (2015). Longitudinal research on children and young people in Europe and beyond. In Pollock, G., Ozan, J., Goswami, H., Rees, G., & Stasulane, A. (eds.), Measuring Youth Well-Being. How a Pan-European Longitudinal Survey Can Improve Policy (pp. 7189). Springer.Google Scholar
Caruana, E. J., Roman, M., Hernández-Sánchez, J., & Solli, P. (2015). Longitudinal studies. Journal of Thoracic Disease, 7(11), 537540.Google ScholarPubMed
Coe, R. D., Duncan, G. J., & Hill, M. S. (1982). Dynamic aspects of poverty and welfare use in the United States. Paper presented at the Conference on Problems of Poverty, Clark University, Worcester, MA, August.Google Scholar
Connelly, R. & Platt, L. (2014). Cohort profile: UK Millennium Cohort Study (MCS). International Journal of Epidemiology, 43(6), 17191725.Google Scholar
Dale, A. & Davies, R. B. (eds.) (1994). Analysing Social and Political Change. A Casebook of Methods. SAGE Publications.CrossRefGoogle Scholar
Davies, R. B. (1994). From cross-sectional to longitudinal analysis. In Dale, A. & Davies, R. B. (eds.), Analysing Social and Political Change. A Casebook of Methods (pp. 2040). SAGE Publications.Google Scholar
Devaney, C. & Rooney, C. (2018). The Feasibility of Conducting a Longitudinal Study on Children in Care or Children Leaving Care within the Irish Context. UNESCO Child and Family Research Centre, National University of Ireland.Google Scholar
Dex, S. (1995). The reliability of recall data: a literature review. Bulletin of Sociological Methodology/Bulletin de Méthodologie Sociologique, 49(1), 5889. https://www.doi.org/10.1177/075910639504900105CrossRefGoogle Scholar
Doll, R. (2001). Cohort studies: History of the method II. Retrospective cohort studies. Sozial und Präventivmedizin, 46, 152160.CrossRefGoogle ScholarPubMed
Duncan, G. J. (2000). Using panel studies to understand household behavior and well-being. In Rose, D. (ed.), Researching Social and Economic Change. The Uses of Household Panel Studies (pp. 5475). Routledge.Google Scholar
Duncan, G. J., Coe, R. D., Corcoran, M. E., et al. (1984). Years of Poverty, Years of Plenty: The Changing Economic Fortunes of American Workers and Families. Institute for Social Research, University of Michigan.Google Scholar
Dziadkowiec, O., Durbin, J., Jayaraman Muralidharan, V., Novak, M., & Cornett, B. (2020). Improving the quality and design of retrospective clinical outcome studies that utilize electronic health records. HCA Healthcare Journal of Medicine, 1(3), article 4.Google Scholar
Elder, G. H., Jr. (1985) Perspectives on the life-course. In Elder, G. H (ed.) Lifecourse Dynamics. Trajectories and Transitions, 1968–1980 (pp. 2349). Cornell University Press.Google Scholar
Elder, G. H., Jr. & Giele, J. Z. (2009). The Craft of Life Course Research. The Guilford Press.Google Scholar
Farrall, S., Hunter, B., Sharpe, G., & Calverley, A. (2016). What ‘works’ when retracting sample members in a qualitative longitudinal study? International Journal of Social Research Methodology, 19(3), 287300.CrossRefGoogle Scholar
Farrington, D. P., Loeber, R., & Welsh, B. C. (2009). Longitudinal-experimental studies. In Piquero, A. R, & Weisburd, D. (eds.), Handbook of Quantitative Criminology (pp. 503518). Springer.Google Scholar
Finkel, S. E. (1995). Causal Analysis with Panel Data. SAGE Publications.Google Scholar
Firebaugh, G. (1997). Analyzing Repeated Surveys. SAGE Publications.CrossRefGoogle Scholar
Freed Taylor, M. (2000). Dissemination issues for panel studies: Metadata and documentation. In Rose, D. (ed.), Researching Social and Economic Change. The Uses of Household Panel Studies (pp. 146162). Routledge.Google Scholar
Fuller, W. A. (1987). Measurement Error Models. John Wiley & Sons.Google Scholar
Fumagalli, L., Laurie, H., & Lynn, P. (2012) Experiments with methods to reduce attrition in longitudinal surveys. Journal of the Royal Statistical Society. Series A, 176(2), 499519.CrossRefGoogle Scholar
Ghellini, G. & Trivellato, U. (1996) Indagini panel sul comportamento socio-economico di individui e famiglie: una selezionata rassegna di problemi ed esperienze. In Quintano, C. (ed.) Scritti di Statistica Economica 2. Rocco Curto Editore.Google Scholar
Giroux, É. (2011). The origins of the prospective cohort study: American cardiovascular epidemiology and the Framingham Heart Study. Revue d’histoire des sciences, 2(2), 297318.Google Scholar
Goebel, J., Grabka, M., Liebig, S., et al. (2019). The German Socio-Economic Panel (SOEP). Journal of Economics and Statistics (Jahrbuecher fuer Nationaloekonomie und Statistik), 239(2), 345360.Google Scholar
Hagenaars, J. A. (1990). Categorical Longitudinal Data; Log-Linear Panel, Trend, and Cohort Analysis. SAGE Publications.Google Scholar
Hakim, C. (1987). Research Design. Strategies and Choices in the Design of Social Research. Allen and Unwin.Google Scholar
Henderson, S. J., Holland, J., McGrellis, S., Sharpe, S., & Thomson, R. (2006). Inventing Adulthoods: A Biographical Approach to Youth Transitions. SAGE Publications.Google Scholar
Hermanowicz, J. C. (2013). The longitudinal qualitative interview. Qualitative Sociology, 36, 189208.Google Scholar
Janson, C-G. (1990). Retrospective data, undesirable behavior, and the longitudinal perspective. In Magnusson, D. & Bergman, L.R. (eds.), Data Quality in Longitudinal Research (pp. 100121). Cambridge University Press.Google Scholar
Kaelber, D. C., Liu, W., Ross, M., et al. (2016). Diagnosis and medication treatment of pediatric hypertension: A retrospective cohort study. Pediatrics, 138(6), e20162195. https://www.doi.org/10.1542/peds.2016-2195CrossRefGoogle ScholarPubMed
Kühne, S., Kroh, M., Liebig, S., & Zinn, S. (2020). The need for household panel surveys in times of crisis: The case of SOEP-CoV. Survey Research Methods, 14(2),195203.Google Scholar
Laurie, H. (2003). From PAPI to CAPI: Consequences for data quality on the British Household Panel Survey. Working Papers of the Institute for Social and Economic Research, paper 2003–14.Google Scholar
Laurie, H. (2013). Panel studies. Oxford Bibliographies in Sociology. https://www.doi.org/10.1093/obo/9780199756384-0108Google Scholar
Lavrakas, P. J. (2008). Encyclopedia of Survey Research Methods. SAGE Publications.Google Scholar
Leisering, L. & Walker, R. (1998). Preface. In Leisering, L. & Walker, R. (eds.), The Dynamics of Modern Society (pp. xxvii). The Policy Press.Google Scholar
Lepkowski, J. M. & Couper, M. P. (2002). Nonresponse in the second wave of longitudinal household surveys. In Groves, R. M., Dillman, D. A., Eltinge, J. L., & Little, R. J. A. (eds.). Survey Nonresponse (pp. 259272). John Wiley & Sons.Google Scholar
Linton, M. (1982). Transformations of memory in everyday life. In Neisser, U (ed.), Memory Observed. Remembering in Natural Contexts. W. H. Freeman.Google Scholar
Lynn, P. (ed.) (2009). Methodology of Longitudinal Surveys. John Wiley & Sons,Google Scholar
Longhi, S. & Nandi, A. (2015). A Practical Guide to Using Panel Data. SAGE Publications.CrossRefGoogle Scholar
Magnusson, D. & Bergman, L. R. (eds.) (1990). Data Quality in Longitudinal Research. Cambridge University Press.Google Scholar
Magnusson, D., Bergman, L. R., Rudinger, G., & Torestad, B. (eds.) (1991). Problems and Methods in Longitudinal Research: Stability and Change. Cambridge University Press.CrossRefGoogle Scholar
Mayer, K. U. (2015). The German life history study: An introduction. European Sociological Review, 31(2), 137143.CrossRefGoogle Scholar
McManus, S. (2020). Using repeated cross-sectional surveys to measure trends in rates of self-harm. Sage Research Methods Cases: Medicine and Health. https://www.doi.org/10.4135/9781529733679CrossRefGoogle Scholar
Menard, S. (2002). Longitudinal Research, 2nd ed. SAGE Publications.CrossRefGoogle Scholar
Morrow, V. & Crivello, G. (2015). What is the value of qualitative longitudinal research with children and young people for international development? International Journal of Social Research Methodology, 18(3), 267280.Google Scholar
Neale, B. (2019). What Is Qualitative Longitudinal Research? Bloomsbury Academic.Google Scholar
Nesselroade, J. R., & Baltes, P. B. (1979). Longitudinal Research in the Study of Behavior and Development. Academic Press.Google Scholar
Pfeffer, F. T., Fomby, P., & Insolera, N. (2020). The longitudinal revolution: Sociological research at the 50-year milestone of the Panel Study of Income Dynamics. Annual Review of Sociology, 46(1), 83108.CrossRefGoogle ScholarPubMed
Platt, L., Knies, G., Luthra, R., Nandi, A., & Benzeval, M. (2020). Understanding society at 10 years. European Sociological Review, 36(6), 976988.CrossRefGoogle Scholar
Ployhart, R. E. & Ward, A.-K. (2011). The “quick start guide” for conducting and publishing longitudinal research. Journal of Business and Psychology, 26(4), 413422.CrossRefGoogle Scholar
Power, C. & Elliott, J (2006). Cohort profile: 1958 British birth cohort (National Child Development Study). International Journal of Epidemiology, 35(1), 3441.Google Scholar
Rafferty, A., Walthery, P., & King-Heşe, S. (2015). Analysing Change Over Time: Repeated Cross-Sectional and Longitudinal Survey Data. UK Data Service, University of Essex and University of Manchester.Google Scholar
Rajulton, F. (2001). The fundamentals of longitudinal research: An overview special issue on longitudinal methodology. Canadian Studies in Population, 28(2), 169185.Google Scholar
Rajulton, F. & Ravanera, Z. R. (2000). Theoretical and analytical aspects of longitudinal research. PSC Discussion Papers Series, 14(5), article 1. https://ir.lib.uwo.ca/pscpapers/vol14/iss5/1.Google Scholar
Rose, D. (ed.). (2000). Researching Social and Economic Change: The Uses of Household Panel Studies. Routledge.Google Scholar
Ruspini, E. (2002). Introduction to Longitudinal Research. Routledge.Google Scholar
Ruspini, E. (2008). Longitudinal research. An emergent method in the social sciences. In Hesse-Biber, S. N. & Leavy, P. (eds.), Handbook of Emergent Methods (pp. 437460). The Guilford Press.Google Scholar
Ryder, N. B. (1965). The cohort as a concept in the study of social change. American Sociological Review, 30(6), 843861.Google Scholar
Samet, J. M. & Muñoz, A. (1998). Evolution of the cohort study. Epidemiologic Reviews, 20(1), 114.Google Scholar
Sarigiani, P. A. & Spierling, T. (2011). Sleeper effect of divorce. In Goldstein, S. & Naglieri, J. A. (eds.), Encyclopedia of Child Behavior and Development. Springer. https://doi.org/10.1007/978-0-387-79061-9_2666Google Scholar
Schonlau, M., Watson, N., & Kroh, M. (2011). Household survey panels: How much do following rules affect sample size? Survey Research Methods, 5(2), 5361.Google Scholar
Schröder, M. (2011). Retrospective Data Collection in the Survey of Health, Ageing and Retirement in Europe. SHARELIFE Methodology. Mannheim Research Institute for the Economics of Aging (MEA).Google Scholar
Smeeding, T. M. (2018). The PSID in research and policy. Annals of the American Academy of Political and Social Science, 680(1), 2947. https://doi.org/10.1177/0002716218798802CrossRefGoogle ScholarPubMed
Sontag, L. (1971). The history of longitudinal research: Implications for the future. Child Development, 42(4), 9871002.CrossRefGoogle ScholarPubMed
Sudman, S. & Bradburn, N.A. (1982). Asking Questions. Jossey-Bass Publishers.Google Scholar
Taris, T. W. (2000). A Primer in Longitudinal Data Analysis. SAGE Publications.CrossRefGoogle Scholar
Terman, L. M. et al. (1925). Genetic Studies of Genius. Volume I. Mental and Physical Traits of a Thousand Gifted Children. Stanford University Press.Google Scholar
Terman, L. M. et al. (1929). Genetic Studies of Genius. Volume II. [Authored by C. M. Cox] The Early Mental Traits of Three Hundred Geniuses. Stanford University Press.Google Scholar
Terman, L. M. et al. (1930). Genetic Studies of Genius. Volume III. [Authored by B. S. Burks, D. W. Jensen, & L. M. Terman] The Promise of Youth: Follow-Up Studies of a Thousand Gifted Children. Stanford University Press.Google Scholar
Thomson, R. & Holland, J. (2003). Hindsight, foresight and insight: The challenges of longitudinal qualitative research. International Journal of Social Research Methodology, 6(2), 233244.Google Scholar
Thomson, R. & McLeod, J. (2015). New frontiers in qualitative longitudinal research: An agenda for research. International Journal of Social Research Methodology, 18(3), 243250.CrossRefGoogle Scholar
Tsao, C. W. & Vasan, R. S. (2015). Cohort profile: The Framingham Heart Study (FHS): overview of milestones in cardiovascular epidemiology. International Journal of Epidemiology, 44(6), 18001813.Google Scholar
van der Kamp, L. J. T. & Bijleveld, C. C. J. H. (1998). Methodological issues in longitudinal research. In Bijleveld, C. C. J. H. & van der Kamp, L. J. Th (eds.), Longitudinal Data Analysis. Designs, Models and Methods (pp. 145). SAGE Publications.Google Scholar
Venkatesh, A. & Vitalari, N. (1991). Longitudinal surveys in information systems research: An examination of issues, methods, and applications. In Kraemer, K. L. (ed.), The Information Systems Research Challenge: Survey Research Methods (pp. 115144). Harvard Business School Press.Google Scholar
Voelkle, M. C. & Adolf, J. (2015). History of longitudinal statistical analyses. In Pachana, N. (ed.), Encyclopedia of Geropsychology. Springer. https://doi.org/10.1007/978-981-287-080-3_135-1Google Scholar
Vogl, S., Zartler, U., Schmidt, E-M., & Rieder, I. (2018). Developing an analytical framework for multiple perspective. Qualitative longitudinal interviews (MPQLI). International Journal of Social Research Methodology, 21(2), 177190.CrossRefGoogle Scholar
Wall, W. D. & Williams, H. L. (1970). Longitudinal Studies and the Social Sciences. Heinemann.Google Scholar
Wallerstein, J. S., Lewis, J. M., & Blakeslee, S. (2000). The Unexpected Legacy of Divorce: A 25 Year Landmark Study. Hyperion.Google Scholar
Winiarska, A. (2017). Qualitative longitudinal research: Application, potentials and challenges in the context of migration research, Centre of Migration Research (CMR) Working Paper 103/161, Warsaw: University of Warsaw. Available at: www.econstor.eu/bitstream/10419/180968/1/1018535470.pdf.Google Scholar
World Health Organization (1999). European longitudinal study of pregnancy and childhood (ELSPAC): Report on a WHO meeting, Bristol, 13–18 September 1999. WHO Regional Office for Europe. Available at: https://apps.who.int/iris/handle/10665/108279.Google Scholar
Ziniel, S. (2008). Telescoping. In Lavrakas, P. J. (ed.), Encyclopedia of Survey Research Methods,: SAGE Publications. Available at: https://methods.sagepub.com/reference/encyclopedia-of-survey-research-methods/n579.xml?fromsearch=true.Google Scholar

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