Sequence Analysis of How Disability Influenced Life Trajectories in a Past Population from the Nineteenth-Century Sundsvall Region, Sweden
DOI:
https://doi.org/10.51964/hlcs9340Keywords:
19th Century, Sweden, Centre for Demographic and Ageing Research (CEDAR), Demographic Data Base, Disability, Life trajectories, Life course, Sequence analysisAbstract
Historically, little is known about whether and to what extent disabled people found work and formed families. To fill this gap, this study analyses the life course trajectories of both disabled and non-disabled individuals, between the ages of 15 and 33, from the Sundsvall region in Sweden during the nineteenth century. Having access to micro-data that report disabilities in a population of 8,874 individuals from the parish registers digitised by the Demographic Data Base, Umeå University, we employ sequence analysis on a series of events that are expected to occur in life of young adults: getting a job, marrying and becoming a parent, while also taking into account out-migration and death. Through this method we obtain a holistic picture of the life course of disabled people. Main findings show that their trajectories did not include work or family to the same extent as those of non-disabled people. Secondary findings concerning migration and mortality indicate that the disabled rarely out-migrated from the region, and they suffered from premature deaths. To our knowledge this is the first study to employ sequence analysis on a substantially large number of cases to provide demographic evidence of how disability shaped human trajectories in the past during an extended period of life. Accordingly, we detail our motivation for this method, describe our analytical approach, and discuss the advantages and disadvantages associated with sequence analysis for our case study.
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References
Abbott, A. (1990). A primer on sequence methods. Organization Science, 1(4), 375-392. DOI: 10.1287/orsc.1.4.375
Abbott, A. (1995). Sequence analysis: new methods for old ideas. Annual Review of Sociology, 21, 93-113. DOI: 10.1146/annurev.so.21.080195.000521
Abbot, A. & Tsay, A. (2000). Sequence analysis and optimal matching methods in sociology review and prospect. Sociological Methods & Research, 29(1), 3-33. DOI: 10.1177/0049124100029001001
Aisenbrey, A. & 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(3), 420-462. DOI: 10.1177/00491241093557532
Alm Stenflo, G. (1994). Demographic Description of the Skellefteå and Sundsvall Regions during the 19th Century. Umeå: Demographic Data Base.
Alter, G. C. (1988). Family and the Female Life Course: The Women of Verviers, Belgium, 1849-1880. Madison, WI: University of Wisconsin.
Alter, G. C., Gutmann, M. P., Leonard, S. H. & Merchant, E. R. (2012). Introduction: longitudinal analysis of historical-demographic data. Journal of Interdisciplinary History, 42(4), 503-517. DOI: 10.1162/JINH_a_00302
Arvidsson, J., Widén, S. & Tideman, M. (2015). Post-school options for young adults with intellectual disabilities in Sweden. Research and Practice in Intellectual and Developmental Disabilities, 2(2), 180-193. DOI: 10.1080/23297018.2015.1028090
Axelsson, P. & Sköld, P. (Eds.). (2011). Indigenous Peoples and Demography: The Complex Relation between Identity and Statistics. New York, NY: Berghahn Books.
Barnes, C. & Mercer, G. (2005). Disability, work, and welfare: challenging the social exclusion of disabled people. Work, Employment and Society, 19(3), 527-545. DOI: 10.1177/0950017005055669
Bengtsson, S. (2012). Arbete för individen och samhället. In: K. Engwall & S. Larsson (Eds.), Utanförskapets historia - om funktionsnedsättning och funktionshinder. Lund: Studentlitteratur.
Bengtsson, T., Campbell, C. & Lee, J. Z. (Eds.). (2004). Life under Pressure. Mortality and Living Standards in Europe and Asia, 1700-1900. Cambridge, MA: The MIT Press.
Bergman, M. (2010). Constructing communities: The establishment and demographic development of sawmill communities in the Sundsvall district, 1850-1890 (Doctoral dissertation). Umeå, Umeå University.
BiSOS (1907). A. Befolknings-statistik. Statistiska Central-Byråns underdåniga berättelse för år 1900. Tredje afdelningen. Stockholm: SCB.
Borsay, A. (2005). Disability and Social Policy in Britain since 1750. Hampshire: Palgrave Macmillan.
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(4), 1013-1034. DOI: 10.1007/BF03213737
Courgeau, D. (2016). Do different approaches in social science lead to divergent or convergent models. In: G. Ritschard & M. Studer (Eds.), Proceedings of the International Conference on Sequence Analysis and Related Methods (LaCOSA II) (pp. 7-30). Lausanne, Université de Lausanne.
De Veirman, S. (2015). Breaking the Silence: The Experiences of Deaf People in East Flanders, 1750-1950: A Life Course Approach. Ghent, Ghent University.
De Veirman, S., Haage, H. & Vikström, L. (2016). Deaf and unwanted? Marriage characteristics of deaf people in eighteenth- and nineteenth-century Belgium. A comparative and cross-regional perspective. Continuity and Change, 31, 241-273. DOI: 10.1017/S0268416016000230
Dribe, M. (2000). Leaving Home in a Peasant Society. Economic Fluctuations, Household Dynamics and Youth Migration in Southern Sweden, 1829-1866. Lund, Lund University.
Dribe, M., Manfredini, M. & Oris, M. (2014). The roads to reproduction: Comparing life course trajectories in preindustrial Eurasia. In: Lundh, C. & S. Kurosu (Eds.), Similarity in difference: Marriage in Europe and Asia, 1700-1900 (pp. 85-116). Cambridge, MA: The MIT Press.
Drugge, U. (1988). Om husförhörslängder som medicinsk urkund. Psykisk sjukdom och förståndshandikapp i en historisk källa. Umeå: Scriptum nr 8. Rapportserie utgiven av forskningsarkivet vid Umeå universitet.
Edvinsson, S. (1992). Den osunda staden: Sociala skillnader i dödlighet i 1800-talets Sundsvall (Doctoral dissertation). Umeå, Umeå University.
Edvinsson, S. & Broström, G. (2012). Old age, health, and social inequality: exploring the social patterns of mortality in 19th century Northern Sweden. Demographic Research, 26(23), 633-660. DOI: 10.4054/DemRes.2012.26.23
Edvinsson, S. & Lindkvist, M. (2011). Wealth and health in 19th century Sweden. A study of social differences in adult mortality in the Sundsvall Region. Explorations in Economic History, 48(3), 376-388. DOI: 10.1016/j.eeh.2011.05.007
Elder, G. H. Jr., Kirkpatrick Johnson, M. & Crosnoe, R. (2004). The Emergence and Development of Life Course Theory. In: J. T. Mortimer & M. J. Shanahan (Eds.), Handbook of the Life Course (pp. 3-19). New York: Springer.
Engberg, E. (2005). I fattiga omständigheter: Fattigvårdens former och understödstagare i Skellefteå socken under 1800-talet (Doctoral dissertation). Umeå, Umeå University.
Foucault, M. (1965). Madness and Civilization: A History of Insanity in the Age of Reason. New York: Pantheon books.
Förhammar, S. (1991). Från tärande till närande: Handikapputbildningens bakgrund och socialpolitiska funktion i 1800-talets Sverige. Stockholm: Almqvist & Wiksell.
Förhammar, S. & Nelson, M. C. (Eds.). (2004). Funktionshinder i ett historiskt perspektiv. Lund: Studentlitteratur.
Franklin, P. A. (1977). Impact of disability on the family structure. Social Security Bulletin, 40, 3-18.
Gabadinho, A., Ritschard, G., Müller, N. S. & Studer, M. (2011). Analyzing and visualizing state sequences in R with TraMineR. Journal of Statistical Software, 40(4), 1-37. DOI: 10.18637/jss.v040.i04
Gabadinho, A., Studer, M., Müller, N., Buergin, R. & Ritschard, G. (2015). Package “TraMineR” Trajectory Miner: a toolbox for exploring and rendering sequences. Retrieved from http://traminer.unige.ch
Gaunt, D. (1983). Familjeliv i Norden. Stockholm: Gidlunds förlag.
Giele, J. Z. & Elder Jr., G. H. (1998). Life Course Research. Development of a Field. In: J. Z. Giele & G. H. Elder Jr. (Eds.), Methods of Life Course Research. Qualitative and Quantitative Approaches (pp. 5-27). Thousand Oaks, CA: SAGE Publications Inc.
Haage, H. (2017). Disability in individual life and past society: life course perspectives of people with disabilities in the Sundsvall region of Sweden in the nineteenth century. (Doctoral dissertation). Umeå, Umeå University
Haage, H., Vikström, L. & Häggström Lundevaller, E. (2017). Disabled and excluded? Marital chances among disabled people in ninteenth-century northern Sweden. Essays in Economic and Business History. Vol. 35, No. 1, 207-238
Haage, H., Häggström Lundevaller, E. & Vikström, L. (2016). Gendered death risks among disabled individuals in Sweden: A case study of the 19th-century Sundsvall Region. Scandinavian Journal of History, 41(2), 160-184. DOI: 10.1080/03468755.2016.1155859
Hafström, G. (1972). Den svenska familjerättens historia. Lund: Studentlitteratur.
Hajnal, J. (1965). European Marriage Patterns in Perspective. In: D. V. Glass & D. E. C. Eversley (Eds.), Population in History: Essays in Historical Demography. London: Edward Arnold Publishers Ltd.
Hajnal, J. (1982). Two kinds of preindustrial household formation system. Population and Development Review, 8(3), 449-494. DOI: 10.2307/1972376
Harnesk, B. (1990). Legofolk. Stockholm: Almqvist & Wiksell International.
Harris, G., Gálvez, L. & Machado, H. (2016). Gender and Well-being in Europe: Historical and Contemporary Perspectives. Abingdon, UK: Routledge.
Helgesson, V. (1978). Kontroll av underklassen: Försvarslöshetsfrågan 1825-53. In: I. Hammarström (Ed.), Ideologi och socialpolitik i 1800-talets Sverige, Fyra studier. Uppsala: Studia Historica Upsalensia.
Hutchison, I. (2007). A History of Disability in Nineteenth Century Scotland. New York: The Edwin Mellen Press.
Jacobsson, M. (2000). Att blifva sin egen: Ungdomars väg in i vuxenlivet i 1700- och 1800-talens övre Norrland (Doctoral dissertation). Umeå, Umeå University.
Janssens, A. (1993). Family and Social Change: The Household as a Process in an Industrializing Community. Cambridge: Cambridge University Press.
Janssens, A. (2014). Labouring Lives: Women, work and the demographic transition in the Netherlands 1880-1960. Bern: Peter Lang Publishing Group.
Kok, J. (2007). Principles and prospects of the life course paradigm. Annales de Démographie Historique, 1(113), 203-230. DOI: 10.3917/adh.113.0203
Kolk, M. (2011). Deliberate birth spacing in nineteenth century Northern Sweden. European Journal of Population, 27(3), 337-359. DOI: 10.1007/s10680-011-9228-z
Longmore, P. K. & Umansky, L. (Eds.). (2001). The New Disability History: American Perspectives. New York: New York University Press.
Lundh, C. (1997). The World of Hajnal Revisited. Marriage Patterns in Sweden 1650-1990. Lund Papers in Economic History (No. 60).
Lundh, C. (1999). Servant migration in Sweden in the early nineteenth century. Journal of Family History, 24(1), 53-73. DOI: 10.1177/036319909902400104
Lundh, C. (2003). Life Cycle Servants in Nineteenth Century Sweden - Norms and Practice. Lund Papers in Economic History (No. 84).
Lundh, C. & Kurosu, S. (2014). Similarity in difference: Marriage in Europe and Asia, 1700-1900. Cambridge, MA: The MIT Press.
Mayer, K. U. & Brandon Tuma, N. (1990). Life Course Research and Event History Analysis: An Overview. In: K. U. Mayer & N. Brandon Tuma (Eds.), Event History Analysis in Life Course Research (pp. 3-20). Madison, WI: The University of Wisconsin Press.
McQuillan, K. (1989). Economic structure, and age at marriage: Some evidence from Alsace. Journal of Family History, 14(4), 331-346. DOI: 10.1177/036319908901400403
Moring, B. (2003). Nordic family patterns and the north-west European household system. Continuity and Change, 18(1), 77-109. DOI: 10.1017/S0268416003004508
National Board of Health and Welfare. (2009). Att följa levnadsförhållande för personer med funktionshinder. (Report, Stockholm).
Nilsdotter Jeub, U. (1993). Parish Records: 19th Century Ecclesiastical Registers. Umeå, Umeå University: Information from the Demographic Data Base.
Olsson, C. G. (2010). Omsorg & Kontroll. En handikapphistorisk studie 1750-1930. Umeå, Umeå University.
Olsson, I. (1999). Att leva som lytt: Handikappades livsvillkor i 1800-talets Linköping. Linköping, Linköping Universitet.
Oris, M. & Ritschard, G. (2014). Sequence Analysis and Transition to Adulthood: An Exploration of the Access to Reproduction in Nineteenth-Century East Belgium. In: P. Blanchard, F. Bühlmann, & J.-A. Gauthiers (Eds.), Advances in Sequence Analysis: Theory, Methods, Applications, Vol. 2 (pp. 151-167). Berlin: Springer-Verlag. DOI: 10.1007/978-3-319-04969-4_8
Petersson, B. (1983). Den farliga underklassen: Studier i fattigdom och brottslighet i 1800-talets Sverige. Umeå, Umeå universitet.
Reher, D. (1998). Family ties in Western Europe: persistent contrasts. Population and Development Review, 24, 203-34. Stable URL: http://www.jstor.org/stable/2807972
Ritschard, G. & Oris, M. (2005). Life course data in demography and social sciences: Statistical and data-mining approaches. In: R. Levy, P. Ghisletta, J.-M. le Goff et al. (Eds.), Towards an Interdisciplinary Perspective on the Life Course. Advances in Life Course Research Vol. 10 (pp. 289-320). Amsterdam: Elsevier.
Ritschard, G., Gabadinho, A., Mülller, N. S. & Studer, M. (2008). Mining event histories: A social science perspective. International Journal of Data Mining, Modelling and Management, 1(1), 68-90. DOI: 10.1504/IJDMMM.2008.022538
Rogers, J. & Nelson, M. C. (2003). “Lapps, Finns, Gypsies, Jews and Idiots”: Modernity and the use of statistical categories in Sweden. Annales de Démographie Historique, 1(105), 61-79. DOI: 10.3917/adh.105.79
Ruof, M. C. (2004). Vulnerability, vulnerable populations, and policy. Kennedy Institute of Ethics Journal, 14, 411-425. DOI: 10.1353/ken.2004.0044
Sainsbury, S. & Lloyd-Evans, P. (1986). Deaf Worlds: A Study of Integration, Segregation, and Disability. London: Hutchinson.
Schumacher, R., Matthijs, K. & Moreels, S. (2013). Migration and reproduction in an urbanizing context: Family life courses in 19th century Antwerp and Geneva. Revue Quetelet, 1(1), 51-72. DOI: 10.14428/rqj2013.01.01.03
Schur, L., Kruse, D. & Blanck, P. (2013). People with Disabilities: Sidelined or Mainstreamed? Cambridge: Cambridge University Press.
Shi, L. & Stevens, G. D. (2010). Vulnerable Populations in the United States. San Francisco, CA: John Wiley & Sons.
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, 179(2), 481-511. DOI: 10.1111/rssa.12125
Svensson, I., Lundholm, E., De Luna, X. & Malmberg, G. (2015). Family life course and the timing of women’s retirement - A sequence analysis approach. Population, Space and Place, 21(8), 856-871. DOI: 10.1002/psp.1950
Van de Putte, B. & Miles, A. (2005). A social classification scheme for historical occupational data. Historical Methods: A Journal of Quantitative and Interdisciplinary History, 38(2), 61-94. DOI: 10.3200/HMTS.38.2.61-94
van Leeuwen, M., Maas, I. & Miles, A. (2002). HISCO: Historical International Standard Classification of Occupations. Leuven: Leuven University Press.
van Leeuwen, M. & Maas, I. (2011). HISCLASS: A Historical International Social Class Scheme. Leuven: Leuven University Press.
Vikström, L. (2011). Identifying dissonant and complementary data on women through the triangulation of historical sources. International Journal of Social Research Methodology, 13(2), 211-221. DOI: 10.1080/13645579.2010.482257
Vikström, L. (2010). Identifying dissonant and complementary data on women through the triangulation of historical sources. International Journal of Social Research Methodology, 13, 211-21. DOI: 10.1080/13645579.2010.482257
Vikström, L. (2006). Vulnerability among paupers: Determinants of individuals receiving poor relief in nineteenth-century northern Sweden. The History of the Family, 11(4), 223-239. DOI: 10.1016/j.hisfam.2006.12.004
Vikström, L. (2003). Gendered routes and courses: The socio-spatial mobility of migrants to nineteenth-century Sundsvall, Sweden. Umeå, Umeå University.
Vikström, P., Brändström, A., & Edvinsson, S. (2006). Longitudinal databases: Sources for analyzing the life course. History and Computing, 14, 109-128. DOI: 10.3366/hac.2002.14.1-2.109
Vikström, L., Marklund, E., & Sandström, G. (2016). Demographic outcomes during colonisation: Migration and Mortality among indigenous and non-indigenous populations in nineteenth-century Sweden. Journal of Migration History, 2, 148-177. DOI: 10.1163/23519924-00201006
Westberg, A., Engberg, E. & Edvinsson, S. (2016). A unique source for innovative longitudinal research: The POPLINK database. Historical Life Course Studies, 3, 20-31. Stable URL: 10622/23526343-2016-0003
Whittle, J. (2005). Servants in rural England c. 1450-1650: Hired Work as Means of accumulating Wealth and Skills before Marriage. In: M. Ågren & A. L. Erickson (Eds.), The Marital Economy in Scandinavia and Britain 1400-1900 (pp. 89-107). Aldershot: Ashgate.
Winberg, C. (1977). Folkökning och proletarisering: Kring den sociala strukturomvandlingen på Sveriges landsbygd under den agrara revolutionen (Doctoral dissertation). Göteborg, Göteborgs Universitet.
