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International Journal of

                                                                          Population Studies





                                        RESEARCH ARTICLE
                                        Using discrete choice modeling to understand

                                        the drivers of reproductive delay in the
                                        United Kingdom



                                        Paula Sheppard*

                                        School of Anthropology and Museum Ethnography, University of Oxford, Oxford, United Kingdom



                                        Abstract

                                        The ideal family size in the UK is, on average, two children. However, there is a fertility
                                        gap, the difference between wanted and achieved family size, of around one in three
                                        children, which is largely caused by extended delays to reproduction. Standard
                                        quantitative methods used to identify what causes these delays have limitations,
                                        often relying on macro-level data which conveys little about individual needs, or
                                        applying longitudinal methods that produce outdated results because only once
                                        people have completed their reproductive years is it possible to infer which life-
                                        course factors led to later-age childbearing. This study is the first to overcome these
                                        challenges by applying a discrete choice experiment to reveal the barriers that people
            *Corresponding author:      are facing right now. This innovative methodology allows the estimation of the relative
            Paula Sheppard              importance of the barriers and the distance between them measured in months of
            (paula.sheppard@anthro.ox.ac.uk)  reproductive delay. Among other things, the results show that for men and women,
            Citation: Sheppard, P. (2025).   partner support was more important than finances or housing, although support
            Using discrete choice modeling   means  different  things  depending  on  the  level  of  education  with  more  educated
            to understand the drivers of
            reproductive delay in the United   women prioritizing hands-on fathers and household gender equality, whereas less-
            Kingdom. International Journal of   educated women strongly desired stable partnerships. Men favored partner readiness
            Population Studies, 11(3): 125-137.   and neighborhood quality. These, and the other findings shown here, provide detailed
            https://doi.org/10.36922/ijps.3600
                                        insight into the contemporary causes of delayed fertility in the UK.
            Received: May 7, 2024
            1st revised: May 15, 2024   Keywords: Fertility gap; Reproductive delay; Reproductive decision-making; Discrete
            2nd revised: August 14, 2024  choice; Gender equality; Family size
            Accepted: October 12, 2024
            Published online: November 6,
            2024                        1. Introduction
            Copyright: © 2024 Author(s).
            This is an Open-Access article   In the United Kingdom, fertility is low with only 1.6 births per woman on average in
            distributed under the terms of the   2020 (The World Bank, 2022), which is half a birth lower than the 2.1 needed to meet the
            Creative Commons Attribution   population replacement rate. Although people wish to have small families, there is also
            License, permitting distribution,
            and reproduction in any medium,   a gap between the family size people say they want, and the number of children many
            provided the original work is   then go on to have. This is known as the “fertility gap” and in the UK the gap measures
            properly cited.             around one-third of a child; people express a general preference for two-child families
            Publisher’s Note: AccScience   (Smallwood & Jeffries, 2003). The fertility gap is primarily driven by the postponement
            Publishing remains neutral with   of childbearing (Berrington, 2004; Morgan & Rackin, 2010); in 2020, the age at first
            regard to jurisdictional claims in
            published maps and institutional   birth was 29.1 years for women (Clark, 2022). The increase in rates of late parenthood is
            affiliations.               also striking; in 2016, 22.3% of births were to mothers over age 35 compared with just



            Volume 11 Issue 3 (2025)                       125                        https://doi.org/10.36922/ijps.3600
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