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Identifying interaction effects using random fertility shocks

Author

Listed:
  • Rannveig Hart

    (Statistisk sentralbyrå (Statistics Norway))

  • Sara Cools

    (Institutt for samfunnsforskning (Institute for Social Research))

Abstract

Background: Fertility interaction effects in social networks increasingly attracts the interest of demographers. While these theories propose a causal mechanism, they are rarely put to test in a plausibly causal statistical design. Objective: We aim to differentiate network effects from selection by using an instrumental variable (IV) approach to achieve exogenous variation in fertility. We use interaction effects between siblings as an empirical example. Methods: We draw data from Norwegian administrative registers (N ∼ 170,000 men and women). We use twin births and children’s sex composition as random fertility shocks (IVs), generating exogenous variation in third births. Results: In our full study sample, we find no significant effects on ego’s fertility of random shocks to the propensity to have three children. Subgroup analysis by sex and parity indicates positive effects for firstborn women when the sibling’s birth is intended (as captured by the same-sex instrument). We find no evidence that similarity strengthens interaction effects. Conclusions: The study contributes to the literature by testing long-standing hypotheses of fertility interaction effects in a plausibly causal design. With the exception of firstborn women, we find no evidence of interaction effects of a sibling’s third birth. Contribution: The study contributes to the literature by testing long-standing hypotheses of fertility contagion for the first time in a plausibly causal design. With the exception of first born women, we find no evidence of contagion effects.

Suggested Citation

  • Rannveig Hart & Sara Cools, 2019. "Identifying interaction effects using random fertility shocks," Demographic Research, Max Planck Institute for Demographic Research, Rostock, Germany, vol. 40(10), pages 261-278.
  • Handle: RePEc:dem:demres:v:40:y:2019:i:10
    DOI: 10.4054/DemRes.2019.40.10
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    References listed on IDEAS

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    Cited by:

    1. Janna Bergsvik & Sara Cools & Rannveig K. Hart, 2023. "Explaining Residential Clustering of Large Families," European Journal of Population, Springer;European Association for Population Studies, vol. 39(1), pages 1-28, December.
    2. Öberg, Stefan, 2018. "Instrumental variables based on twin births are by definition not valid (v.3.0)," SocArXiv zux9s, Center for Open Science.
    3. Janna Bergsvik & Sara Cools & Rannveig K. Hart, 2020. "Explaining residential clustering of fertility," Discussion Papers 939, Statistics Norway, Research Department.
    4. Öberg, Stefan, 2021. "The casual effect of fertility: The multiple problems with instrumental variables for the number of children in families," SocArXiv peuvz, Center for Open Science.
    5. Breen, Richard & Ermisch, John, 2021. "Instrumental Variable Estimation in Demographic Studies: The LATE interpretation of the IV estimator with heterogenous effects," SocArXiv vx9m7, Center for Open Science.

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    More about this item

    Keywords

    fertility; social network; instrumental variables; social contagion;
    All these keywords.

    JEL classification:

    • J1 - Labor and Demographic Economics - - Demographic Economics
    • Z0 - Other Special Topics - - General

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