Change search
Link to record
Permanent link

Direct link
Alternative names
Publications (10 of 46) Show all publications
Santacroce, M. & Barclay, K. (2025). Birth order and upper-secondary school track choice in Sweden: A mechanism for birth order inequality in educational attainment. Social Science Research, 128, Article ID 103164.
Open this publication in new window or tab >>Birth order and upper-secondary school track choice in Sweden: A mechanism for birth order inequality in educational attainment
2025 (English)In: Social Science Research, ISSN 0049-089X, E-ISSN 1096-0317, Vol. 128, article id 103164Article in journal (Refereed) Published
Abstract [en]

Using Swedish register data, this study investigates the association between birth order and upper-secondary school track choice. A large body of research has shown that ordinal position within the sibling group matters for development trajectories and attainment processes. Researchers have also long been interested in the effects of secondary school tracking, showing that it can reinforce the effect of social origins. Using data for over 2 million pupils transitioning from compulsory to non-compulsory upper-secondary school from 1996 to 2019, and sibling fixed-effects, we find that later birth order is negatively associated with the probability of enrolling in university-preparatory academic tracks, known for having higher expected earnings and professional opportunities. These findings persist net of earlier educational performance, gender, parental education, or migration background. Later-born children are more likely to complete vocational programs. These findings shed light on some of the potential mechanisms driving the higher educational attainment, earnings, and employment stability of first- and earlier-born children, as they tend to complete secondary school tracks that provide greater future opportunities. The influence of birth order on completed years of education at age 30 diminishes by half when adjusting for track choices (i.e., secondary effects) and loses statistical significance when GPA (i.e., primary effects) is introduced as an additional control. While an unequivocal explanation for the origins of divergent tracking choices eludes us, existing literature suggests variation in parenting practices, child investments, and the familial environment contribute to these aspirational differences.

Keywords
Birth order, Register data, School tracking, Sibling fixed-effects, Within-family inequality
National Category
Economics
Identifiers
urn:nbn:se:su:diva-241863 (URN)10.1016/j.ssresearch.2025.103164 (DOI)001453166100001 ()2-s2.0-105000039674 (Scopus ID)
Available from: 2025-04-09 Created: 2025-04-09 Last updated: 2025-04-29Bibliographically approved
Susie Lee, D. & Barclay, K. (2025). More twins expected in low-income countries with later maternal ages at birth and population growth. Human Reproduction, 40(2), 372-381
Open this publication in new window or tab >>More twins expected in low-income countries with later maternal ages at birth and population growth
2025 (English)In: Human Reproduction, ISSN 0268-1161, E-ISSN 1460-2350, Vol. 40, no 2, p. 372-381Article in journal (Refereed) Published
Abstract [en]

STUDY QUESTION: How are the changing maternal age structure and population growth expected to shape future twinning rates in low-income countries? SUMMARY ANSWER: With maternal age at birth projected to shift toward older ages, twinning rates are also estimated to increase in most low-income countries by 2050 and even more by 2100. WHAT IS KNOWN ALREADY: Many of the sub-Saharan African and South Asian countries are undergoing, and projected to further experience, the shift of maternal age at birth to older ages. Advanced maternal age is a well-established predictor of multiple births at the individual level, but currently, it is unknown how the changes in maternal age distribution are associated with the changes in twinning rates at the population level in low-income countries. STUDY DESIGN, SIZE, DURATION: We first estimated age-specific twinning probability based on Demographic Health Surveys and World Fertility Surveys data. We then scaled up the age-specific twinning probability at the population level to estimate changes in the number of twin births in 2050 and 2100 attributable to the estimated shifts in maternal age toward older ages as projected by the UN World Population Prospects (WPP). PARTICIPANTS/MATERIALS, SETTING, METHODS: We analyzed ̴3.19 million births that occurred within 10 years before the interview. Majority of the births in our data took place between 1980 and 2015 across 39 countries, where the uptake of medically assisted reproduction (MAR) is known to have been low during the observation period. We estimated country fixed-effects models to obtain country-specific twinning rates and age-specific twinning probability. We applied these estimates to the future number of births projected by the UN WPP, to estimate the number of twin births in 2050 and 2100. MAIN RESULTS AND THE ROLE OF CHANCE: With maternal age at birth projected to shift toward older ages, twinning rates are also estimated to increase in most countries by 2050 compared to 2010 (increases from 0.3% to 63% depending on countries), and even more in all studied countries by 2100 (increases from 3.5% to 79%). Due to its large population size, India will continue to have among the largest share of twin births despite its estimated decline of twin births by 10.5% by 2100. Nigeria, due to its not only large and growing population size but also high twinning rate, is expected to contribute the second largest number of twin births. LIMITATIONS, REASONS FOR CAUTION: Although the accuracy in maternal recall of multiple births tends to be high, our use of data based on recalled births from the past nonetheless imply a potential bias in our estimation of twinning rates. WIDER IMPLICATIONS OF THE FINDINGS: The present study suggests that, even if the spread of MAR remains slow in many low-income countries, twinning rates and number of twin births are expected to grow as an increase in maternal age at birth and population growth continue. Our findings call for more public health attention and societal support to be paid to twins and their families in low-income countries, given that twins are at higher risk of developmental challenges and health disadvantages. 

Keywords
Demographic Health Surveys, maternal age structure, Southern Asia, sub-Saharan Africa, twinning rate, UN World Population Prospects
National Category
Public Health, Global Health and Social Medicine
Identifiers
urn:nbn:se:su:diva-239887 (URN)10.1093/humrep/deae276 (DOI)001383410300001 ()39724531 (PubMedID)2-s2.0-85217013734 (Scopus ID)
Available from: 2025-02-27 Created: 2025-02-27 Last updated: 2025-04-29Bibliographically approved
Barclay, K., Kolk, M. & Kravdal, O. (2024). Birth Spacing and Parents' Physical and Mental Health: An Analysis Using Individual and Sibling Fixed Effects. Demography, 61(2), 393-418
Open this publication in new window or tab >>Birth Spacing and Parents' Physical and Mental Health: An Analysis Using Individual and Sibling Fixed Effects
2024 (English)In: Demography, ISSN 0070-3370, E-ISSN 1533-7790, Vol. 61, no 2, p. 393-418Article in journal (Refereed) Published
Abstract [en]

An exten sive lit er a ture has exam ined the rela tion ship between birth spac ing and sub se quent health out comes for par ents, par tic u larly for moth ers. However, this research has drawn almost exclu sively on obser va tional research designs, and almost all stud ies have been lim ited to adjusting for observ able fac tors that could con found the rela tion ship between birth spac ing and health out comes. In this study, we use Nor we gian reg is ter data to exam ine the rela tion ship between birth spac ing and the num ber of gen eral prac ti tioner con sul ta tions for moth ers' and fathers' phys i cal and men tal health con cerns imme di ately after child birth (1-5 and 6-11 months after child birth), in the medium term (5-6 years after child bear ing), and in the long term (10-11 years after child bear ing). To exam ine short term health out comes, we esti mate indi vid ual fixed-effects mod els: we hold con stant fac tors that could influ ence par ents' birth spacing behav ior and their health, com par ing health out comes after differ ent births to the same par ent. We apply sib ling fixed effects in our anal y sis of medium- and long-term out comes, hold ing con stant moth ers' and fathers' fam ily back grounds. The results from our ana ly ses that do not apply indi vid ual or sib ling fixed effects are con sis tent with much of the pre vi ous lit er a ture: shorter and lon ger birth inter vals are asso ci ated with worse health out comes than birth inter vals of approx i ma tely 2-3 years. Estimates from indi vid ual fixed-effects mod els sug gest that par tic u larly short inter vals have a mod est neg a tive effect on mater nal men tal health in the short term, with more ambig u ous evi dence that par tic u larly short or long inter vals might mod estly influ ence short-, medium, and longterm phys i cal health out comes. Overall, these results are con sis tent with small to neg li gi ble effects of birth spac ing behav ior on (nonpreg nancyrelated) parental health outcomes.

Keywords
Birth inter vals, Physical health, Mental health, Parents, Fixed effects
National Category
Public Health, Global Health and Social Medicine
Identifiers
urn:nbn:se:su:diva-231255 (URN)10.1215/00703370-11204828 (DOI)001222183500004 ()38456775 (PubMedID)2-s2.0-85190175525 (Scopus ID)
Available from: 2024-06-20 Created: 2024-06-20 Last updated: 2025-02-20Bibliographically approved
Barclay, K. & Conley, D. (2024). The Influence of Extended Kin on Educational Achievement: An Examination of Cousin Order and Cousin Group Size. American Journal of Sociology, 129(6), 1618-1659
Open this publication in new window or tab >>The Influence of Extended Kin on Educational Achievement: An Examination of Cousin Order and Cousin Group Size
2024 (English)In: American Journal of Sociology, ISSN 0002-9602, E-ISSN 1537-5390, Vol. 129, no 6, p. 1618-1659Article in journal (Refereed) Published
Abstract [en]

Despite growing interest in the potential influence of grandparents on grandchild status attainment, research has not addressed whether the ordinal position or number of grandchildren affects outcomes. The authors apply sibling and cousin fixed effects analyses to Swedish population data (cohorts born 1972–2003; 𝑁=2,326,309N=2,326,309), to examine how cousin order and cousin group size influence grade point average (GPA) percentile rank at the end of compulsory school. In sibling fixed effects analyses, second-born, fifth-born, and tenth or later–born maternal cousins achieve GPA ranked scores 0.66, 1.04, and 1.29 percentile points lower than firstborn cousins, respectively. Results for paternal cousins are weaker, suggesting greater influence from the mother’s extended family. In further analyses, the authors examine whether a twin birth to an aunt or uncle has any impact on GPA percentile rank. Instrumental variable analyses indicate that an increase in maternal cousin group size has a statistically significant negative effect on GPA rank at low parities; the effects of an increase in paternal cousin group size are less consistent.

National Category
Sociology (excluding Social Work, Social Psychology and Social Anthropology)
Identifiers
urn:nbn:se:su:diva-234770 (URN)10.1086/729812 (DOI)2-s2.0-85194830086 (Scopus ID)
Available from: 2024-10-21 Created: 2024-10-21 Last updated: 2024-10-22Bibliographically approved
Lee, D. S., Nitsche, N. & Barclay, K. (2023). Body mass index in early adulthood and transition to first birth: Racial/ethnic and sex differences in the United States NLSY79 Cohort. Population Studies, 77(2), 241-261
Open this publication in new window or tab >>Body mass index in early adulthood and transition to first birth: Racial/ethnic and sex differences in the United States NLSY79 Cohort
2023 (English)In: Population Studies, ISSN 0032-4728, E-ISSN 1477-4747, Vol. 77, no 2, p. 241-261Article in journal (Refereed) Published
Abstract [en]

Studies show that body mass index during early adulthood (‘early BMI’) predicts the transition to first birth, but early childbearers tend to be omitted from such studies. This sample selection distorts the prevalence of childlessness, and particularly the racial/ethnic heterogeneity therein, because first birth timing differs by race/ethnicity. We imputed pre-parenthood early BMI for a larger sample, including early childbearers, for the same United States NLSY79 data used in a previous study and simulated differences in the probability of childlessness at age 40+ using posterior distributions based on the Bayesian framework. Obesity was consistently associated with higher childlessness across racial/ethnic groups in both sexes, but only among obese women were first births delayed until after early adulthood. The overall lower childlessness among the underweight women appeared largely driven by Black women. Our findings on the intersectionality of race/ethnicity and sex in the BMI–childlessness pathways encourage research on the underlying mechanisms and on more recent cohorts across different societies. 

Keywords
ody mass index (BMI), childlessness, first birth, age at first birth, race/ethnicity, Blacks, Hispanics, Whites, United States, NLSY79
National Category
Social and Economic Geography
Identifiers
urn:nbn:se:su:diva-212421 (URN)10.1080/00324728.2022.2128396 (DOI)000871800700001 ()36281958 (PubMedID)2-s2.0-85141073627 (Scopus ID)
Available from: 2022-12-07 Created: 2022-12-07 Last updated: 2023-08-10Bibliographically approved
Keenan, K., Barclay, K. & Goisis, A. (2023). Health outcomes of only children across the life course: An investigation using Swedish register data. Population Studies, 77(1), 71-90
Open this publication in new window or tab >>Health outcomes of only children across the life course: An investigation using Swedish register data
2023 (English)In: Population Studies, ISSN 0032-4728, E-ISSN 1477-4747, Vol. 77, no 1, p. 71-90Article in journal (Refereed) Published
Abstract [en]

Only children (with no full biological siblings) are a growing subgroup in many high-income settings. Previous studies have largely focused on the short-term developmental outcomes of only children, but there is limited evidence on their health outcomes. Using Swedish population register data for cohorts born 1940–75, we compare the health of only children with that of children from multi-child sibling groups, taking into account birth order, family size, and presence of half-siblings. Only children showed lower height and fitness scores, were more likely to be overweight/obese in late adolescence, and experienced higher later-life mortality than those with one or two siblings. However, only children without half-siblings were consistently healthier than those with half-siblings, suggesting that parental disruption confers additional disadvantages. The health disadvantage was attenuated but not fully explained by adjustment for parental characteristics and after using within-family maternal cousin comparison designs.

Keywords
life course, health, mortality, family size, only child, sibling, family complexity, Sweden, register data
National Category
Sociology (excluding Social Work, Social Psychology and Social Anthropology)
Research subject
Demography
Identifiers
urn:nbn:se:su:diva-201675 (URN)10.1080/00324728.2021.2020886 (DOI)000749365000001 ()35102810 (PubMedID)2-s2.0-85123959515 (Scopus ID)
Available from: 2022-02-01 Created: 2022-02-01 Last updated: 2023-10-10Bibliographically approved
Baranowska-Rataj, A., Barclay, K., Costa-Font, J., Myrskylä, M. & Özcan, B. (2023). Preterm birth and educational disadvantage: Heterogeneous effects. Population Studies, 77(3), 459-474
Open this publication in new window or tab >>Preterm birth and educational disadvantage: Heterogeneous effects
Show others...
2023 (English)In: Population Studies, ISSN 0032-4728, E-ISSN 1477-4747, Vol. 77, no 3, p. 459-474Article in journal (Refereed) Published
Abstract [en]

Although preterm birth is the leading cause of perinatal morbidity and mortality in advanced economies, evidence about the consequences of prematurity in later life is limited. Using Swedish registers for cohorts born 1982-94 (N = 1,087,750), we examine the effects of preterm birth on school grades at age 16 using sibling fixed effects models. We further examine how school grades are affected by degree of prematurity and the compensating roles of family socio-economic resources and characteristics of school districts. Our results show that the negative effects of preterm birth are observed mostly among children born extremely preterm (<28 weeks); children born moderately preterm (32-<37 weeks) suffer no ill effects. We do not find any evidence for a moderating effect of parental socio-economic resources. Children born extremely preterm and in the top decile of school districts achieve as good grades as children born at full term in an average school district.

Keywords
premature births, gestational age, school districts, educational disadvantage, parental effects, sibling models, register-based research
National Category
Public Health, Global Health and Social Medicine
Identifiers
urn:nbn:se:su:diva-207270 (URN)10.1080/00324728.2022.2080247 (DOI)000807608800001 ()35670431 (PubMedID)2-s2.0-85131353882 (Scopus ID)
Available from: 2022-07-13 Created: 2022-07-13 Last updated: 2025-02-20Bibliographically approved
Bishop, L. & Barclay, K. (2022). Birth order and health events attributable to alcohol and narcotics in midlife: A 25-year follow-up of a national Swedish birth cohort and their siblings. SSM - Population Health, 19, Article ID 101219.
Open this publication in new window or tab >>Birth order and health events attributable to alcohol and narcotics in midlife: A 25-year follow-up of a national Swedish birth cohort and their siblings
2022 (English)In: SSM - Population Health, ISSN 2352-8273, Vol. 19, article id 101219Article in journal (Refereed) Published
Abstract [en]

Higher birth order is associated with increased risks of adverse health outcomes attributable to alcohol or narcotics in adolescence, but it remains unclear whether these observed birth order effects are also present in midlife. Drawing on a national Swedish cohort born in 1953 and their siblings, we estimate associations between birth order and alcohol- or narcotics-attributable hospitalization or death with a 25-year follow-up to assess whether birth order differences are observed during this life course period. Health events attributable to alcohol or narcotics use were identified using the Swedish National Patient and Cause of Death registers, respectively. Weapply Cox proportional hazards models to estimate average birth order differences in hazards for alcohol- or narcotics-attributable hospitalization or death between ages 30 and 55. We estimate birth order differences between families, and use two fixed-effects approaches to estimate birth order differences within families and within families of the same type. Bivariate results indicate increased hazards for both outcomes with higher birthorder; however, these results are no longer observed after adjustment for familial background characteristics in all models. Our results thereby show limited evidence for birth order differences in midlife. This study highlights that shared factors within the family of origin may be stronger predictors of adverse health outcomes attributable to substance use among siblings during this life course period. Future research should disentangle the contributions of the social environment within the family of origin for adverse health outcomes attributable to alcohol or narcotics among siblings.

Keywords
Alcohol, Birth order, Hospitalization, Midlife, Narcotics, Sweden
National Category
Public Health, Global Health and Social Medicine
Research subject
Public Health Sciences; Demography
Identifiers
urn:nbn:se:su:diva-208592 (URN)10.1016/j.ssmph.2022.101219 (DOI)000914515900010 ()2-s2.0-85137036942 (Scopus ID)
Available from: 2022-09-01 Created: 2022-09-01 Last updated: 2025-02-20Bibliographically approved
Barclay, K. & Smith, K. R. (2022). Birth Spacing and Health and Socioeconomic Outcomes Across the Life Course: Evidence From the Utah Population Database . Demography, 59(3), 1117-1142
Open this publication in new window or tab >>Birth Spacing and Health and Socioeconomic Outcomes Across the Life Course: Evidence From the Utah Population Database 
2022 (English)In: Demography, ISSN 0070-3370, E-ISSN 1533-7790, Vol. 59, no 3, p. 1117-1142Article in journal (Refereed) Published
Abstract [en]

The relationship between birth interval length and child outcomes has received increased attention in recent years, but few studies have examined offspring outcomes across the life course in North America. We use data from the Utah Population Database to examine the relationship between birth intervals and short- and long-term outcomes: preterm birth, low birth weight (LBW), infant mortality, college degree attainment, occupational status, and adult mortality. Using linear regression, linear probability models, and survival analysis, we compare results from models with and without sibling comparisons. Children born after a birth interval of 9–12 months have a higher probability of LBW, preterm birth, and infant mortality both with and without sibling comparisons; longer intervals are associated with a lower probability of these outcomes. Short intervals before the birth of the next youngest sibling are also associated with LBW, preterm birth, and infant mortality both with and without sibling comparisons. This pattern raises concerns that the sibling comparison models do not fully adjust for within-family factors predicting both spacing and perinatal outcomes. In sibling comparison analyses considering long-term outcomes, not even the very shortest birth intervals are negatively associated with educational or occupational outcomes or with long-term mortality. These findings suggest that extremely short birth intervals may increase the probability of poor perinatal outcomes but that any such disadvantages disappear over the extended life course. 

Keywords
Birth spacing, Sibling fixed effects, Perinatal health, Mortality, Socioeconomic attainment
National Category
Sociology (excluding Social Work, Social Psychology and Social Anthropology)
Research subject
Demography
Identifiers
urn:nbn:se:su:diva-207381 (URN)10.1215/00703370-10015020 (DOI)35608559 (PubMedID)2-s2.0-85131701134 (Scopus ID)
Available from: 2022-07-14 Created: 2022-07-14 Last updated: 2024-02-09Bibliographically approved
Barclay, K. & Hällsten, M. (2022). Does the impact of parental death vary by parental socioeconomic status? A study of children's educational and occupational attainment. Journal of Marriage and Family, 84(1), 141-164
Open this publication in new window or tab >>Does the impact of parental death vary by parental socioeconomic status? A study of children's educational and occupational attainment
2022 (English)In: Journal of Marriage and Family, ISSN 0022-2445, E-ISSN 1741-3737, Vol. 84, no 1, p. 141-164Article in journal (Refereed) Published
Abstract [en]

Objective: We examine whether parental death differentially affects educational and occupational attainment by the socioeconomic status of the parent who dies and the socioeconomic status of the surviving parent and extended kin.

Background: An extensive literature has explored the main effect of parental death on offspring attainment, but few studies have examined socioeconomic differentials in the impact of parental death. Understanding the potential role of socioeconomic resources in compensating for disadvantage is important for understanding whether parental death, and disadvantageous events more generally, have an equalizing or exacerbating effect on socioeconomic differences in offspring socioeconomic attainment.

Method: Using Swedish population register data on cohorts born 1973—1982 we examine grade point average at age 16, the transition from lower to upper-secondary education, the transition to tertiary education, overall educational attainment, and occupational status by age 30. We match families using antemortem parental socioeconomic trajectories. We also employ sibling fixed effects models.

Results: We observe inconsistent results in our between-family regression analyses adjusting for observables. In sibling fixed effects models, we see zero results for moderation by parents’ occupations.

Conclusion: We find little clear or convincing evidence that there are socioeconomic differentials in the impact of parental death in Sweden.​

Implications: The Swedish welfare state may reduce socioeconomic differentials in the impact of parental death. However, the lack of socioeconomic variation may also be influenced by factors such as compensatory agency.

Keywords
death, education, grandparents, inequalities, parent education, social class
National Category
Sociology (excluding Social Work, Social Psychology and Social Anthropology)
Research subject
Sociology; Sociological Demography
Identifiers
urn:nbn:se:su:diva-194813 (URN)10.1111/jomf.12786 (DOI)000669612900001 ()2-s2.0-85109084558 (Scopus ID)
Funder
Swedish Research Council, 2015-01715Riksbankens Jubileumsfond
Available from: 2021-07-07 Created: 2021-07-07 Last updated: 2023-10-09Bibliographically approved
Organisations
Identifiers
ORCID iD: ORCID iD iconorcid.org/0000-0002-5142-8467

Search in DiVA

Show all publications