IDEAS home Printed from https://ideas.repec.org/a/nat/nathum/v8y2024i2d10.1038_s41562-023-01763-x.html
   My bibliography  Save this article

Evidence from Finland and Sweden on the relationship between early-life diseases and lifetime childlessness in men and women

Author

Listed:
  • Aoxing Liu

    (University of Helsinki
    Broad Institute of MIT and Harvard
    Massachusetts General Hospital)

  • Evelina T. Akimova

    (University of Oxford)

  • Xuejie Ding

    (University of Oxford)

  • Sakari Jukarainen

    (University of Helsinki)

  • Pekka Vartiainen

    (University of Helsinki)

  • Tuomo Kiiskinen

    (University of Helsinki
    Finnish Institute for Health and Welfare)

  • Sara Koskelainen

    (University of Helsinki)

  • Aki S. Havulinna

    (University of Helsinki
    Finnish Institute for Health and Welfare)

  • Mika Gissler

    (Finnish Institute for Health and Welfare
    University of Turku
    Academic Primary Health Care Centre
    Karolinska Institutet)

  • Stefano Lombardi

    (VATT Institute for Economic Research)

  • Tove Fall

    (Uppsala University)

  • Melinda C. Mills

    (University of Oxford
    University of Groningen
    University Medical Centre Groningen)

  • Andrea Ganna

    (University of Helsinki
    Broad Institute of MIT and Harvard
    Massachusetts General Hospital)

Abstract

The percentage of people without children over their lifetime is approximately 25% in men and 20% in women. Individual diseases have been linked to childlessness, mostly in women, yet we lack a comprehensive picture of the effect of early-life diseases on lifetime childlessness. We examined all individuals born in 1956–1968 (men) and 1956–1973 (women) in Finland (n = 1,035,928) and Sweden (n = 1,509,092) to the completion of their reproductive lifespan in 2018. Leveraging nationwide registers, we associated sociodemographic and reproductive information with 414 diseases across 16 categories, using a population and matched-pair case–control design of siblings discordant for childlessness (71,524 full sisters and 77,622 full brothers). The strongest associations were mental–behavioural disorders (particularly among men), congenital anomalies and endocrine–nutritional–metabolic disorders (strongest among women). We identified new associations for inflammatory and autoimmune diseases. Associations were dependent on age at onset and mediated by singlehood and education. This evidence can be used to understand how disease contributes to involuntary childlessness.

Suggested Citation

  • Aoxing Liu & Evelina T. Akimova & Xuejie Ding & Sakari Jukarainen & Pekka Vartiainen & Tuomo Kiiskinen & Sara Koskelainen & Aki S. Havulinna & Mika Gissler & Stefano Lombardi & Tove Fall & Melinda C. , 2024. "Evidence from Finland and Sweden on the relationship between early-life diseases and lifetime childlessness in men and women," Nature Human Behaviour, Nature, vol. 8(2), pages 276-287, February.
  • Handle: RePEc:nat:nathum:v:8:y:2024:i:2:d:10.1038_s41562-023-01763-x
    DOI: 10.1038/s41562-023-01763-x
    as

    Download full text from publisher

    File URL: https://www.nature.com/articles/s41562-023-01763-x
    File Function: Abstract
    Download Restriction: Access to the full text of the articles in this series is restricted.

    File URL: https://libkey.io/10.1038/s41562-023-01763-x?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Kathrin Morosow & Martin Kolk, 2020. "How Does Birth Order and Number of Siblings Affect Fertility? A Within-Family Comparison Using Swedish Register Data," European Journal of Population, Springer;European Association for Population Studies, vol. 36(2), pages 197-233, April.
    2. Olivier Thevenon, 2009. "Increased Women's Labour Force Participation in Europe: Progress in the Work-Life Balance or Polarization of Behaviours?," Post-Print hal-00439108, HAL.
    3. Maria Letizia Tanturri & Letizia Mencarini, 2008. "Childless or Childfree? Paths to Voluntary Childlessness in Italy," Population and Development Review, The Population Council, Inc., vol. 34(1), pages 51-77, March.
    4. Marika Jalovaara & Linus Andersson & Anneli Miettinen, 2022. "Parity disparity: Educational differences in Nordic fertility across parities and number of reproductive partners," Population Studies, Taylor & Francis Journals, vol. 76(1), pages 119-136, January.
    5. Iain Mathieson & Felix R. Day & Nicola Barban & Felix C. Tropf & David M. Brazel & Ahmad Vaez & Natalie Zuydam & Bárbara D. Bitarello & Eugene J. Gardner & Evelina T. Akimova & Ajuna Azad & Sven Bergm, 2023. "Genome-wide analysis identifies genetic effects on reproductive success and ongoing natural selection at the FADS locus," Nature Human Behaviour, Nature, vol. 7(5), pages 790-801, May.
    6. Nicoletta Balbo & Francesco C. Billari & Melinda Mills, 2013. "Fertility in Advanced Societies: A Review of Research," European Journal of Population, Springer;European Association for Population Studies, vol. 29(1), pages 1-38, February.
    7. Johan Surkyn & Ron Lesthaeghe, 2004. "Value Orientations and the Second Demographic Transition (SDT) in Northern, Western and Southern Europe: An Update," Demographic Research Special Collections, Max Planck Institute for Demographic Research, Rostock, Germany, vol. 3(3), pages 45-86.
    8. Mitja I. Kurki & Juha Karjalainen & Priit Palta & Timo P. Sipilä & Kati Kristiansson & Kati M. Donner & Mary P. Reeve & Hannele Laivuori & Mervi Aavikko & Mari A. Kaunisto & Anu Loukola & Elisa Lahtel, 2023. "Author Correction: FinnGen provides genetic insights from a well-phenotyped isolated population," Nature, Nature, vol. 615(7952), pages 19-19, March.
    9. Melinda C. Mills & Felix C. Tropf & David M. Brazel & Natalie Zuydam & Ahmad Vaez & Tune H. Pers & Harold Snieder & John R. B. Perry & Ken K. Ong & Marcel Hoed & Nicola Barban & Felix R. Day, 2021. "Identification of 371 genetic variants for age at first sex and birth linked to externalising behaviour," Nature Human Behaviour, Nature, vol. 5(12), pages 1717-1730, December.
    10. Melinda C. Mills & Felix C. Tropf & David M. Brazel & Natalie Zuydam & Ahmad Vaez & Tune H. Pers & Harold Snieder & John R. B. Perry & Ken K. Ong & Marcel Hoed & Nicola Barban & Felix R. Day, 2021. "Publisher Correction: Identification of 371 genetic variants for age at first sex and birth linked to externalising behavior," Nature Human Behaviour, Nature, vol. 5(8), pages 1111-1111, August.
    11. Mitja I. Kurki & Juha Karjalainen & Priit Palta & Timo P. Sipilä & Kati Kristiansson & Kati M. Donner & Mary P. Reeve & Hannele Laivuori & Mervi Aavikko & Mari A. Kaunisto & Anu Loukola & Elisa Lahtel, 2023. "FinnGen provides genetic insights from a well-phenotyped isolated population," Nature, Nature, vol. 613(7944), pages 508-518, January.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Johannes Huinink & Martin Kohli, 2014. "A life-course approach to fertility," Demographic Research, Max Planck Institute for Demographic Research, Rostock, Germany, vol. 30(45), pages 1293-1326.
    2. Ruoyu Tian & Tian Ge & Hyeokmoon Kweon & Daniel B. Rocha & Max Lam & Jimmy Z. Liu & Kritika Singh & Daniel F. Levey & Joel Gelernter & Murray B. Stein & Ellen A. Tsai & Hailiang Huang & Christopher F., 2024. "Whole-exome sequencing in UK Biobank reveals rare genetic architecture for depression," Nature Communications, Nature, vol. 15(1), pages 1-12, December.
    3. Rares Halbac-Cotoara-Zamfir & Gianluca Egidi & Rosanna Salvia & Luca Salvati & Adele Sateriano & Antonio Gimenez-Morera, 2021. "Recession, Local Fertility, and Urban Sustainability: Results of a Quasi-Experiment in Greece, 1991–2018," Sustainability, MDPI, vol. 13(3), pages 1-18, January.
    4. Linda Ottensmann & Rubina Tabassum & Sanni E. Ruotsalainen & Mathias J. Gerl & Christian Klose & Elisabeth Widén & Kai Simons & Samuli Ripatti & Matti Pirinen, 2023. "Genome-wide association analysis of plasma lipidome identifies 495 genetic associations," Nature Communications, Nature, vol. 14(1), pages 1-15, December.
    5. Ozvan Bocher & Cristen J. Willer & Eleftheria Zeggini, 2023. "Unravelling the genetic architecture of human complex traits through whole genome sequencing," Nature Communications, Nature, vol. 14(1), pages 1-4, December.
    6. Jolene Tan, 2022. "Heterogeneity among the never married in a low-fertility context," Demographic Research, Max Planck Institute for Demographic Research, Rostock, Germany, vol. 47(24), pages 727-776.
    7. Zhang, Yan & Fletcher, Jason & Lu, Qiongshi & Song, Jie, 2023. "Gender differences in the association between parity and cognitive function: Evidence from the UK biobank," Social Science & Medicine, Elsevier, vol. 320(C).
    8. Anders Mälarstig & Felix Grassmann & Leo Dahl & Marios Dimitriou & Dianna McLeod & Marike Gabrielson & Karl Smith-Byrne & Cecilia E. Thomas & Tzu-Hsuan Huang & Simon K. G. Forsberg & Per Eriksson & Mi, 2023. "Evaluation of circulating plasma proteins in breast cancer using Mendelian randomisation," Nature Communications, Nature, vol. 14(1), pages 1-9, December.
    9. Petra Buhr & Johannes Huinink, 2017. "Why Childless Men and Women Give Up on Having Children," European Journal of Population, Springer;European Association for Population Studies, vol. 33(4), pages 585-606, October.
    10. Lara Patrício Tavares, 2016. "Who Delays Childbearing? The Associations Between Time to First Birth, Personality Traits and Education," European Journal of Population, Springer;European Association for Population Studies, vol. 32(4), pages 575-597, October.
    11. Tuomo Hartonen & Bradley Jermy & Hanna Sõnajalg & Pekka Vartiainen & Kristi Krebs & Andrius Vabalas & Tuija Leino & Hanna Nohynek & Jonas Sivelä & Reedik Mägi & Mark Daly & Hanna M. Ollila & Lili Mila, 2023. "Nationwide health, socio-economic and genetic predictors of COVID-19 vaccination status in Finland," Nature Human Behaviour, Nature, vol. 7(7), pages 1069-1083, July.
    12. Jasmin Wertz & Terrie E. Moffitt & Louise Arseneault & J. C. Barnes & Michel Boivin & David L. Corcoran & Andrea Danese & Robert J. Hancox & HonaLee Harrington & Renate M. Houts & Stephanie Langevin &, 2023. "Genetic associations with parental investment from conception to wealth inheritance in six cohorts," Nature Human Behaviour, Nature, vol. 7(8), pages 1388-1401, August.
    13. William R. Reay & Dylan J. Kiltschewskij & Maria A. Biase & Zachary F. Gerring & Kousik Kundu & Praveen Surendran & Laura A. Greco & Erin D. Clarke & Clare E. Collins & Alison M. Mondul & Demetrius Al, 2024. "Genetic influences on circulating retinol and its relationship to human health," Nature Communications, Nature, vol. 15(1), pages 1-20, December.
    14. Marcantonio Caltabiano & Chiara Ludovica Comolli & Alessandro Rosina, 2017. "The effect of the Great Recession on permanent childlessness in Italy," Demographic Research, Max Planck Institute for Demographic Research, Rostock, Germany, vol. 37(20), pages 635-668.
    15. Victor Antunes Leocádio & Ana Paula Verona & Adriana Miranda-Ribeiro, 2022. "Contributions of Sociodemographic Changes to the Increase in Permanent Childlessness in Brazil: A Cohort Decomposition Analysis," Population Research and Policy Review, Springer;Southern Demographic Association (SDA), vol. 41(5), pages 1951-1973, October.
    16. Hui Chen & Zeyang Wang & Lihai Gong & Qixuan Wang & Wenyan Chen & Jia Wang & Xuelian Ma & Ruofan Ding & Xing Li & Xudong Zou & Mireya Plass & Cheng Lian & Ting Ni & Gong-Hong Wei & Wei Li & Lin Deng &, 2024. "A distinct class of pan-cancer susceptibility genes revealed by an alternative polyadenylation transcriptome-wide association study," Nature Communications, Nature, vol. 15(1), pages 1-16, December.
    17. Marcantonio Caltabiano, 2016. "A turning point in Italian fertility," Journal of Population Research, Springer, vol. 33(4), pages 379-397, December.
    18. Jiwoo Lee & Sakari Jukarainen & Antti Karvanen & Padraig Dixon & Neil M. Davies & George Davey Smith & Pradeep Natarajan & Andrea Ganna, 2023. "Quantifying the causal impact of biological risk factors on healthcare costs," Nature Communications, Nature, vol. 14(1), pages 1-11, December.
    19. Jesús Rodrigo-Comino & Gianluca Egidi & Adele Sateriano & Stefano Poponi & Enrico Maria Mosconi & Antonio Gimenez Morera, 2021. "Suburban Fertility and Metropolitan Cycles: Insights from European Cities," Sustainability, MDPI, vol. 13(4), pages 1-14, February.
    20. Margarita Chudnovskaya, 2019. "Trends in Childlessness Among Highly Educated Men in Sweden," European Journal of Population, Springer;European Association for Population Studies, vol. 35(5), pages 939-958, December.

    More about this item

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:nat:nathum:v:8:y:2024:i:2:d:10.1038_s41562-023-01763-x. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.nature.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.