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Education Outcomes of Children Born Late Preterm: A Retrospective Whole-Population Cohort Study

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Abstract

Background

Early life exposures can have an impact on a child’s developmental trajectory and children born late preterm (34–36 weeks gestational age) are increasingly recognized to have health and developmental setbacks that extend into childhood.

Objectives

The purpose of this study was to assess whether late preterm birth was associated with poorer developmental and educational outcomes in the early childhood period, after controlling for health and social factors.

Methods

We conducted a retrospective cohort study using administrative databases housed at the Manitoba Centre for Health Policy, including all children born late preterm (34–36 weeks gestational age (GA)) and at full-term (39–41 weeks GA) between 2000 and 2005 in urban Manitoba (N = 28,100). Logistic regression was used to examine the association between gestational age (GA) and outcomes, after adjusting for covariates.

Results

Adjusted analyses demonstrated that children born late preterm had a higher prevalence of attention deficit hyperactivity disorder (ADHD) (aOR = 1.25, 95% CI [1.03, 1.51]), were more likely to be vulnerable in the language and cognitive (aOR = 1.29, 95% CI [1.06, 1.57]), communication and general knowledge (aOR = 1.24, 95% CI [1.01, 1.53]), and physical health and well-being (aOR = 1.27, 95% CI [1.04, 1.53]) domains of development at kindergarten, and were more likely to repeat kindergarten or grade 1 (aOR = 1.52, 95% CI [1.03, 2.25]) compared to children born at term. They did not differ in receipt of special education funding, in social maturity or emotional development at kindergarten, and in reading and numeracy assessments in the third grade.

Conclusions

Given that the late preterm population makes up 75% of the preterm population, their poorer outcomes have implications at the population level. This study underscores the importance of recognizing the developmental vulnerability of this population and adequately accounting for the social differences between children born late preterm and at term.

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References

  • Ahlsson, F., Kaijser, M., Adami, J., Lundgren, M., & Palme, M. (2015). School performance after preterm birth. Epidemiology, 26(1), 106–111.

    Article  PubMed  Google Scholar 

  • Alwin, D. F. (2012). Integrating varieties of life course concepts. The Journals of Gerontology: Series B, 67(2), 206–220.

    Article  Google Scholar 

  • Amor, L. B., Chantal, S., & Bairam, A. (2012). Relationship between late preterm birth and expression of attention-deficit hyperactivity disorder in school-aged children: Clinical, neuropsychological, and neurobiochemical outcomes. Research and Reports in Neonatology, 2, 77–83.

    Article  Google Scholar 

  • Ask, H., Gustavson, K., Ystrom, E., Havdahl, K. A., Tesli, M., Askeland, R. B., & Reichborn-Kjennerud, T. (2018). Association of gestational age at birth with symptoms of attention-deficit/hyperactivity disorder in children. JAMA Pediatrics, 172(8), 749–756.

    Article  PubMed  PubMed Central  Google Scholar 

  • Austin, C. (2009). Using the standardized difference to compare the prevalence of a binary variable between two groups in observational sesearch. Communications in Statistics. Simulation and Computation, 38(6), 1228–1234.

    Article  Google Scholar 

  • Benchimol, E. I., Smeeth, L., Guttmann, A., Harron, K., Moher, D., Petersen, I., ... & RECORD Working Committee. (2015). The REporting of studies conducted using observational routinely-collected health data (RECORD) statement. PLoS Medicine, 12(10), e1001885.

    Article  PubMed  PubMed Central  Google Scholar 

  • Blencowe, H., Cousens, S., Chou, D., Oestergaard, M., Say, L., Moller, A. B., ... & Born Too Soon Preterm Birth Action Group. (2013). Born too soon: The global epidemiology of 15 million preterm births. Reproductive Health, 10 Suppl 1(SUPPL. 1), S2. https://doi.org/10.1186/1742-4755-10-S1-S2

    Article  PubMed  Google Scholar 

  • Brownell, M. D., Chartier, M., Au, W., MacWilliam, L., Schultz, J., Guenette, W., & Valdivia, J. (2015). The educational outcomes of children in care in Manitoba. Manitoba Centre for Health Policy, University of Manitoba Manitoba.

    Google Scholar 

  • Brownell, M. D., Chartier, M. J., Nickel, N. C., Chateau, D., Martens, P. J., Sarkar, J., ... & PATHS Equity for Children Team. (2016). Unconditional prenatal income supplement and birth outcomes. Pediatrics, 137(6), e20152992.

    Article  PubMed  Google Scholar 

  • Brownell, M. D., Chartier, M., Santos, R., Au, W., Roos, N. P., & Girard, D. (2011). Evaluation of a newborn screen for predicting out-of-home placement. Child Maltreatment, 16(4), 239–249.

    Article  PubMed  Google Scholar 

  • Brownell, M., Chartier, M., Santos, R., Ekuma, O., Au, W., Sarkar, J., ... & Guenette, W. (2012). How are Manitoba's children doing? Manitoba Centre for Health Policy, University of Manitoba.

  • Chan, E., & Quigley, M. A. (2014). School performance at age 7 years in late preterm and early term birth: A cohort study. Archives of Disease in Childhood-Fetal and Neonatal Edition, 99(6), F451–F457.

    Article  PubMed  Google Scholar 

  • Chartier, M. J., Brownell, M. D., Isaac, M. R., Chateau, D., Nickel, N. C., Katz, A., ... & Taylor, C. (2017). Is the families first home visiting program effective in reducing child maltreatment and improving child development? Child Maltreatment, 22(2), 121–131.

    Article  PubMed  PubMed Central  Google Scholar 

  • Chawanpaiboon, S., Vogel, J. P., Moller, A. B., Lumbiganon, P., Petzold, M., Hogan, D., ... & Gülmezoglu, A. M. (2019). Global, regional, and national estimates of levels of preterm birth in 2014: A systematic review and modelling analysis. The Lancet Global Health, 7(1), e37–e46. https://doi.org/10.1016/S2214-109X(18)30451-0

  • Chyi, L. J., Lee, H. C., Hintz, S. R., Gould, J. B., & Sutcliffe, T. L. (2008). School outcomes of late preterm infants: Special needs and challenges for infants born at 32 to 36 weeks gestation. The Journal of Pediatrics, 153(1), 25–31.

    Article  PubMed  Google Scholar 

  • Crockett, L. K., Brownell, M. D., Heaman, M. I., Ruth, C. A., & Prior, H. J. (2017). Examining early childhood health outcomes of children born late preterm in urban Manitoba. Maternal and Child Health Journal, 21(12), 2141–2148. https://doi.org/10.1007/s10995-017-2329-5

    Article  PubMed  Google Scholar 

  • Engle, W. A., Tomashek, K. M., & Wallman, C. (2007). “Late-preterm” infants: A population at risk. Pediatrics, 120(6), 1390–1401.

    Article  PubMed  Google Scholar 

  • Fine, A., & Kotelchuck, M. (2010). Rethinking MCH: The life course model as an organizing framework. US Department of Health and Human Services, Health Resources and Services Administration, Maternal and Child Health Bureau, 1–20.

  • Fransoo, R. R., Roos, N. P., Martens, P. J., Heaman, M., Levin, B., & Chateau, D. (2008). How health status affects progress and performance in school. Canadian Journal of Public Health, 99(4), 344–349.

    Article  PubMed  PubMed Central  Google Scholar 

  • Frey, H. A., & Klebanoff, M. A. (2016). The epidemiology, etiology, and costs of preterm birth. Seminars in Fetal and Neonatal Medicine, 21(2), 68–73. https://doi.org/10.1016/j.siny.2015.12.011

    Article  PubMed  Google Scholar 

  • García Reymundo, M., Hurtado Suazo, J. A., Calvo Aguilar, M. J., Soriano Faura, F. J., Ginovart Galiana, G., Martín Peinador, Y., et al. (2019). Follow-up recommendations for the late preterm infant. Anales De Pediatría (english Edition), 90(5), 318.e311-318.e318. https://doi.org/10.1016/j.anpede.2019.01.007

    Article  Google Scholar 

  • Harris, M. N., Voigt, R. G., Barbaresi, W. J., Voge, G. A., Killian, J. M., Weaver, A. L., ... & Katusic, S. K. (2013). ADHD and learning disabilities in former late preterm infants: A population-based birth cohort. Pediatrics, 132(3), e630–e636.

    Article  PubMed  PubMed Central  Google Scholar 

  • Healthy Child Manitoba. (2010). Families first program evaluation report: Evaluating the effectiveness of the families first home visiting program in improving the well-being of at-risk families with preschool children. Healthy Child Manitoba.

    Google Scholar 

  • Heaman, M. I., Gupton, A. L., & Moffatt, M. E. (2005). Prevalence and predictors of inadequate prenatal care: A comparison of aboriginal and non-aboriginal women in Manitoba. Journal of Obstetrics and Gynaecology Canada, 27(3), 237–246. https://doi.org/10.1016/s1701-2163(16)30516-3

    Article  PubMed  Google Scholar 

  • Heaman, M., Kingston, D., Helewa, M. E., Brownell, M., Derksen, S., Bogdanovic, B., ... & Bailly, A. (2012). Perinatal services and outcomes in Manitoba. Manitoba Centre for Health Policy.

  • Heaman, M. I., Martens, P. J., Brownell, M. D., Chartier, M. J., Thiessen, K. R., Derksen, S. A., & Helewa, M. E. (2018). Inequities in utilization of prenatal care: A population-based study in the Canadian province of Manitoba. BMC Pregnancy and Childbirth, 18(1), 430.

    Article  PubMed  PubMed Central  Google Scholar 

  • Heaman, M. I., Moffatt, M., Elliott, L., Sword, W., Helewa, M. E., Morris, H., ... & Cook, C. (2014). Barriers, motivators and facilitators related to prenatal care utilization among inner-city women in Winnipeg, Canada: A case–control study. BMC Pregnancy and Childbirth, 14(1), 227.

    Article  PubMed  PubMed Central  Google Scholar 

  • High, P. C., LaGasse, L., Becker, S., Ahlgren, I., & Gardner, A. (2000). Literacy promotion in primary care pediatrics: Can we make a difference? Pediatrics, 105(Supplement 3), 927–934.

    Article  CAS  PubMed  Google Scholar 

  • Hymel, S., LeMare, L., & McKee, W. (2011). The Early Development Instrument: An examination of convergent and discriminant validity. Social Indicators Research, 103(2), 267.

    Article  Google Scholar 

  • Janus, M., & Offord, D. R. (2007). Development and psychometric properties of the Early Development Instrument (EDI): A measure of children’s school readiness. Canadian Journal of Behavioural Science/revue Canadienne Des Sciences Du Comportement, 39(1), 1.

    Article  Google Scholar 

  • Janus, M., Reid-Westoby, C., Lee, C., Brownell, M., & Maguire, J. L. (2019). Association between severe unaddressed dental needs and developmental health at school entry in Canada: A cross-sectional study. BMC Pediatrics, 19, 481.

    Article  PubMed  PubMed Central  Google Scholar 

  • Jutte, D. P., Roos, L. L., & Brownell, M. D. (2011). Administrative record linkage as a tool for public health research. Annual Review of Public Health, 32, 91–108.

    Article  PubMed  Google Scholar 

  • Klass, P., Dreyer, B. P., & Mendelsohn, A. L. (2009). Reach out and read: Literacy promotion in pediatric primary care. Advances in Pediatrics, 56, 11–27. https://doi.org/10.1016/j.yapd.2009.08.009

    Article  PubMed  PubMed Central  Google Scholar 

  • Kramer, M. S., Platt, R. W., Wen, S. W., Joseph, K. S., Allen, A., Abrahamowicz, M., ... & Fetal/Infant Health Study Group of the Canadian Perinatal Surveillance System. (2001). A new and improved population-based Canadian reference for birth weight for gestational age. Pediatrics, 108(2), e35–e35.

  • Kramer, M. S., Seguin, L., Lydon, J., & Goulet, L. (2000). Socio-economic disparities in pregnancy outcome: Why do the poor fare so poorly? Paediatric and Perinatal Epidemiology, 14(3), 194–210.

    Article  CAS  PubMed  Google Scholar 

  • Kuh, D., Ben-Shlomo, Y., Lynch, J., Hallqvist, J., & Power, C. (2003). Life course epidemiology. Journal of Epidemiology and Community Health, 57(10), 778.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Linnet, K. M., Wisborg, K., Agerbo, E., Secher, N.-J., Thomsen, P. H., & Henriksen, T. B. (2006). Gestational age, birth weight, and the risk of hyperkinetic disorder. Archives of Disease in Childhood, 91(8), 655–660.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Lipkind, H. S., Slopen, M. E., Pfeiffer, M. R., & McVeigh, K. H. (2012). School-age outcomes of late preterm infants in New York City. American Journal of Obstetrics and Gynecology, 206(3), 222.e221-222.e226.

    Article  Google Scholar 

  • Loftin, R. W., Habli, M., Snyder, C. C., Cormier, C. M., Lewis, D. F., & DeFranco, E. A. (2010). Late preterm birth. Reviews in Obstetrics and Gynecology, 3(1), 10.

    PubMed  PubMed Central  Google Scholar 

  • Mendelsohn, A. L., Mogilner, L. N., Dreyer, B. P., Forman, J. A., Weinstein, S. C., Broderick, M., ... & Napier, C. (2001). The impact of a clinic-based literacy intervention on language development in inner-city preschool children. Pediatrics, 107(1), 130–134.

    Article  CAS  PubMed  Google Scholar 

  • Mishra, G. D., Cooper, R., & Kuh, D. (2010). A life course approach to reproductive health: Theory and methods. Maturitas, 65(2), 92–97.

    Article  PubMed  PubMed Central  Google Scholar 

  • Morse, S. B., Zheng, H., Tang, Y., & Roth, J. (2009). Early school-age outcomes of late preterm infants. Pediatrics, 123(4), e622–e629.

    Article  PubMed  Google Scholar 

  • Mustard, C. A., Derksen, S., Berthelot, J.-M., & Wolfson, M. (1999). Assessing ecologic proxies for household income: A comparison of household and neighbourhood level income measures in the study of population health status. Health & Place, 5(2), 157–171.

    Article  CAS  Google Scholar 

  • Nepomnyaschy, L., Hegyi, T., Ostfeld, B. M., & Reichman, N. E. (2012). Developmental outcomes of late-preterm infants at 2 and 4 years. Maternal and Child Health Journal, 16(8), 1612–1624.

    Article  PubMed  Google Scholar 

  • Petrou, S., & Khan, K. (2012). Economic costs associated with moderate and late preterm birth: Primary and secondary evidence. Paper presented at the Seminars in Fetal and Neonatal Medicine.

  • Petrou, S. (2019). Health economic aspects of late preterm and early term birth. Paper presented at the Seminars in Fetal and Neonatal Medicine.

  • Phillips, R. M., Goldstein, M., Hougland, K., Nandyal, R., Pizzica, A., Santa-Donato, A., ... & Yost, E. (2013). Multidisciplinary guidelines for the care of late preterm infants. The National Perinatal Association Journal of Perinatology, 33(S2), S5.

    Article  PubMed  PubMed Central  Google Scholar 

  • Potijk, M. R., Kerstjens, J. M., Bos, A. F., Reijneveld, S. A., & de Winter, A. F. (2013). Developmental delay in moderately preterm-born children with low socioeconomic status: Risks multiply. The Journal of Pediatrics, 163(5), 1289–1295.

    Article  PubMed  Google Scholar 

  • Premji, S. S., Becker, G., Bright, K., Currie, G., Dosani, A., Kau, S., ... & Taylor, S. N. (2019). The alternative facts about late preterm infants: You mean there are fake stories about me? In S. S. Premji (Ed.), Late preterm infants: A guide for nurses, midwives, clinicians and allied health professionals (pp. 147–152). Springer.

  • Premji, S. S., Currie, G., Reilly, S., Dosani, A., Oliver, L. M., Lodha, A. K., & Young, M. (2017). A qualitative study: Mothers of late preterm infants relate their experiences of community-based care. PLoS ONE, 12(3), e0174419.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Quigley, M. A., Poulsen, G., Boyle, E., Wolke, D., Field, D., Alfirevic, Z., & Kurinczuk, J. J. (2012). Early term and late preterm birth are associated with poorer school performance at age 5 years: A cohort study. Archives of Disease in Childhood-Fetal and Neonatal Edition, 97(3), F167–F173.

    Article  PubMed  Google Scholar 

  • Raju, T. N. (2017). The “late preterm” birth—Ten years later. Pediatrics, 139(3), e20163331.

    Article  PubMed  Google Scholar 

  • Raju, T. N., Higgins, R. D., Stark, A. R., & Leveno, K. J. (2006). Optimizing care and outcome for late-preterm (near-term) infants: A summary of the workshop sponsored by the National Institute of Child Health and Human Development. Pediatrics, 118(3), 1207–1214.

    Article  PubMed  Google Scholar 

  • Rogers, C. E., Lenze, S. N., & Luby, J. L. (2013). Late preterm birth, maternal depression, and risk of preschool psychiatric disorders. Journal of the American Academy of Child & Adolescent Psychiatry, 52(3), 309–318.

    Article  Google Scholar 

  • Roos, L. L., Soodeen, R. A., Bond, R., & Burchill, C. (2003). Working more productively: Tools for administrative data. Health Services Research, 38(5), 1339–1358.

    Article  PubMed  PubMed Central  Google Scholar 

  • Rowan-Legg, R., Clinton, J., Society, C. P., & Force, E. Y. T. (2011). Getting it right at 18 months: In support of an enhanced well-baby visit. Paediatrics & Child Health, 16(10), 647–650.

    Article  Google Scholar 

  • Rowland, A. S., Lesesne, C. A., & Abramowitz, A. J. (2002). The epidemiology of attention-deficit/hyperactivity disorder (ADHD): A public health view. Mental Retardation and Developmental Disabilities Research Reviews, 8(3), 162–170.

    Article  PubMed  Google Scholar 

  • Ruth, C. A., Roos, N., Hildes-Ripstein, E., & Brownell, M. (2012). The influence of gestational age and socioeconomic status on neonatal outcomes in late preterm and early term gestation: A population based study. BMC pregnancy and childbirth, 12(1), 1-8.

    Article  Google Scholar 

  • Santos, R., & Shaw, S. Y. (2012). The early development instrument (EDI) in Manitoba: Linking socioeconomic adversity and biological vulnerability at birth to children’s outcomes at age 5. Manitoba Centre for Health Policy, Department of Community Health Sciences.

    Google Scholar 

  • Shah, P. E., Kaciroti, N., Richards, B., & Lumeng, J. C. (2016b). Gestational age and kindergarten school readiness in a national sample of preterm infants. The Journal of Pediatrics, 178, 61–67.

    Article  PubMed  PubMed Central  Google Scholar 

  • Shah, P., Kaciroti, N., Richards, B., Oh, W., & Lumeng, J. C. (2016a). Developmental outcomes of late preterm infants from infancy to kindergarten. Pediatrics, 138(2), e20153496. https://doi.org/10.1542/peds.2015-3496

    Article  PubMed  PubMed Central  Google Scholar 

  • Shapiro-Mendoza, C. K., & Lackritz, E. M. (2012). Epidemiology of late and moderate preterm birth. Seminars in Fetal & Neonatal Medicine, 17(3), 120–125. https://doi.org/10.1016/j.siny.2012.01.007

    Article  Google Scholar 

  • Sharif, I., Rieber, S., Ozuah, P. O., & Reiber, S. (2002). Exposure to Reach Out and Read and vocabulary outcomes in inner city preschoolers. Journal of the National Medical Association, 94(3), 171.

    PubMed  PubMed Central  Google Scholar 

  • Smith, M., Roos, L. L., Burchill, C., Turner, K., Towns, D. G., Hong, S. P., ... & Nicol, J. (2019). Health services data: Managing the data warehouse: 25 years of experience at the Manitoba Centre for Health Policy. Health Services Evaluation, 19–45.

  • Talge, N. M., Holzman, C., Wang, J., Lucia, V., Gardiner, J., & Breslau, N. (2010). Late-preterm birth and its association with cognitive and socioemotional outcomes at 6 years of age. Pediatrics, 126(6), 1124–1131.

    Article  PubMed  Google Scholar 

  • Tripathi, T., & Dusing, S. (2015). Long-term neurodevelopmental outcomes of infants born late preterm: A systematic review. Research and Reports in Neonatology, 5, 91–111.

    Google Scholar 

  • Van Dijk, J. A. W., Anderko, L., & Stetzer, F. (2011). The impact of prenatal care coordination on birth outcomes. Journal of Obstetric, Gynecologic & Neonatal Nursing, 40(1), 98–108.

    Article  Google Scholar 

  • Williams, B. L., Dunlop, A. L., Kramer, M., Dever, B. V., Hogue, C., & Jain, L. (2013). Perinatal origins of first-grade academic failure: Role of prematurity and maternal factors. Pediatrics, 131(4), 693–700.

    Article  PubMed  Google Scholar 

  • Woythaler, M. (2019). Neurodevelopmental outcomes of the late preterm infant. Seminars in Fetal and Neonatal Medicine, 24(1), 54–59. https://doi.org/10.1016/j.siny.2018.10.002

    Article  PubMed  Google Scholar 

  • Woythaler, M., McCormick, M. C., Mao, W.-Y., & Smith, V. C. (2015). Late preterm infants and neurodevelopmental outcomes at kindergarten. Pediatrics, 136(3), 424–431.

    Article  PubMed  Google Scholar 

  • You, J., Shamsi, B. H., Hao, M.-C., Cao, C.-H., & Yang, W.-Y. (2019a). A study on the neurodevelopment outcomes of late preterm infants. BMC Neurology, 19(1), 108.

    Article  PubMed  PubMed Central  Google Scholar 

  • You, J., Yang, H.-J., Hao, M.-C., & Zheng, J.-J. (2019b). Late preterm infants’ social competence, motor development, and cognition. Frontiers in Psychiatry, 10, 69–69. https://doi.org/10.3389/fpsyt.2019.00069

    Article  PubMed  PubMed Central  Google Scholar 

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Funding

LKC acknowledges funding from a Western Regional Training Centre studentship funded by Canadian Institutes of Health Research (CIHR) and Manitoba Health, Seniors and Active Living. LKC also acknowledges funding from Research Manitoba, the Children’s Hospital Research Institute of Manitoba, and the Evelyn Shapiro Award for Health Services Research. MDB acknowledges the financial support of the Government of Manitoba through the Manitoba Centre for Health Policy Population-Based Child Health Research Award.

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Correspondence to L. K. Crockett.

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The authors acknowledge the Manitoba Centre for Health Policy for use of data contained in the Population Health Research Data Repository under project #2014017 (HIPC#2013/2014-48). Ethical approval was obtained by the University of Manitoba Health Research Ethics Board (#H2013:413). The results and conclusions are those of the authors and no official endorsement by the Manitoba Centre for Health Policy, Manitoba Health, Seniors and Active Living, or other data providers is intended or should be inferred.

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Crockett, L.K., Ruth, C.A., Heaman, M.I. et al. Education Outcomes of Children Born Late Preterm: A Retrospective Whole-Population Cohort Study. Matern Child Health J 26, 1126–1141 (2022). https://doi.org/10.1007/s10995-022-03403-8

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