Abstract
Objectives
Access to Early Intervention (EI) services may improve cognitive and behavioral outcomes in very low birth weight infants, but few states have population-based data to evaluate EI outreach efforts. We analyzed Massachusetts (MA) infants born weighing <1,200 g to identify maternal and birth characteristics that predicted EI referral and timing of referral.
Methods
MA birth and hospital discharge records (Jan. 1998–Sept. 2000) were linked to EI referral records (Jan. 1998–Sept. 2003) via probabilistic and deterministic methods (88% linkage). Timing of EI referral among infants weighing <1,200 g was examined by infant and maternal characteristics using categorical (0–12 months, 12–36 months, or no referral) time comparisons in the crude analysis. Survival functions calculating median time to referral, and adjusted hazard ratios (HR) with 95% confidence intervals (CI) were calculated for continuous time comparisons of EI referral from birth to 36 months.
Results
Of 1,233 infants weighing <1,200 g, 93.2% were referred to EI. After risk adjustment, referral was more likely among multiple-birth infants (HR = 1.17, 95%CI 1.06–1.30) and less likely among infants <28 weeks (HR = 0.70; 95%CI 0.64–0.77) or with low Apgar scores (<5 at 5 min; HR = 0.75; 95%CI 0.62–0.92). EI referrals were lower for infants of black non-Hispanic mothers, and mothers without private insurance (HR = 0.85; 95%CI 0.74–0.98 and HR = 0.77; 95%CI 0.68–0.86, respectively).
Conclusions
In MA, most infants born <1,200 g are referred to EI, but disparities exist. Analysis of linked population-based health and developmental services can inform programs in order to reduce disparities and improve access for all high-risk infants.
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References
Hoyert, D. L., Matthews, T. J., Menacker, F., Strobino, D. M., & Guyer, B. (2006). Annual summary of vital statistics—2004. Pediatrics, 117, 168–183.
Wilson-Costello, D., Friedman, H., Minich, N., Siner, B., Taylor, G., Schluchter, M., & Hack, M. (2007). Improved neurodevelopmental outcomes for extremely low birth weight infants in 2000–2002. Pediatrics, 119, 37–45.
Lemons, J. A., Bauer, C. R., Oh, W., Korones, S. B., Papile, L. A., Stoll, B. J., Verter, J., Temprosa, M., Wright, L. L., Ehrenkranz, R. A., Fanaroff, A. A., Stark, A., Carlo, W., Tyson, J. E., Donovan, E. F., Shankaran, S., & Stevenson, D. K. (2001). Very low birth weight outcomes of the National Institute of Child Health and Human Development Neonatal Research Network, January 1995 through December 1996. NICHD Neonatal Research Network. Pediatrics, 107(1), e1.
O’Shea, M. T., Preisser, J. S., Klinepeter, K. L., & Dillard, R. G. (1998). Trends in mortality and cerebral palsy in a geographically based cohort of very low birth weight neonates between 1982–1994. Pediatrics, 101, 642–647.
Vohr, B. R., Wright, L. L., Dusick, A. M., Mele, L., Verter, J., Steichen, J. J., Simon, N. P., Wilson, D. C., Broyles, S., Bauer, C. R., Delaney-Black, V., Yolton, K. A., Fleisher, B. E., Papile, L., & Kaplan, M. D. (2000). Neurodevelopmental and functional outcomes of extremely low birth weight infants in the National Institute of Child Health and Human Development Neonatal Research Network, 1993–1994. Pediatrics, 105, 1216–1226.
Cooke, R. W. I., & Abernethy, J. L. (1999). Cranial magnetic imaging and school performance in very low birthweight infants in adolescence. Archives of Disease in Childhood. Fetal and Neonatal Edition, 81, F116–F121.
Stewart, A. L., Rifkin, L., & Amess, P. N., et al. (1999). Brain structure and neurocognitive and behavioral function in adolescents who were born very preterm. Lancet, 353, 1653–1657.
Cooke, R. W. I. (1999). Trends in incidence of cranial ultrasound lesions and cerebral palsy in very low birthweight infants 1982–93. Archives of Disease in Childhood. Fetal and Neonatal Edition, 80, F115–F117.
Wilson-Costello, D., Friedman, H., Minich, N., Fanaroff, A. A., & Hack, M. (2005). Improved survival rates with increased neurodevelopmental disability for extremely low birth weight infants in the 1990s. Pediatrics, 115, 997–1003.
Hack, M., Taylor, G., & Klein, N., et al. (1994). School age outcome in children with birth weight under 750 g. The New England Journal of Medicine, 331, 753–759.
Whitfield, M. F., Eckstein, R. V., & Holsti, L. (1997). Extremely premature (≤800 g) school children: Multiple areas of hidden disability. Archives of Disease in Childhood, 77, F85–F90.
Botting, N., Powls, A., Cooke, R. W., & Marlow, N. (1997). Attention deficit hyperactivity disorders and other psychiatric outcomes in very low birthweight children at 12 years. Archives of General Psychiatry, 54, 847–856.
Stjernqvist, K., & Svenningsen, N. W. (1999). Ten year follow-up of children born before 29 gestational weeks: Health, cognitive development, behavior and school achievement. Acta Paediatrica, 88, 557–562.
Stevenson, D., Wright, L., & Lemons, J., et al. (2000). Very low birth weight outcomes of the National Institute of Child Health and Human Development Neonatal Research Network, January 1993 through December 1994. Pediatrics, 105, 1216–1226.
Lester, B. M., & Miller-Loncar, C. L. (2000). Biology versus environment in the extremely low-birth weight infant. Clinics in Perinatology, 27, 461–481.
Weisglas-Kuperus, N., Baerts, W., Smrkovsky, M., & Sauer, P. J. (1993). Effects of biologic and social factors on the cognitive development of very low birth weight children. Pediatrics, 92, 658–665.
Berlin, L. J., Brooks-Gunn, J., McCarton, C., & McCormick, M. C. (1998). The effectiveness of early intervention: Examining risk factors and pathways to enhanced development. Preventive Medicine, 27, 238–245.
Gardner, J. M., Walker, S. P., Powell, C. A., & Grantham-McGregor, S. (2003). A randomized controlled trial of a home-visiting intervention on cognition and behavior in term low birth weight infants. Journal of Pediatrics, 143, 634–639.
McCormick, M. C., Brooks-Gunn, J., & Burka, S. L., et al. (2006). Early intervention in low birth weight premature infants: Results at 18 years of age for the infant and health and development program. Pediatrics, 117, 771–780.
Melnyk, B. M., Feinstein, N. F., Alpert-Gillis, L., Fairbanks, E., Crean, H. F., Sinkin, R. A., Stone, P. W., Small, L., Tu, X., & Gross, S. J. (2006). Reducing premature infants’ length of stay and improving parents’ mental health outcomes with the creating opportunities for parent empowerment (COPE). Pediatrics, 118, e1414–e1427.
Reynolds, A. J., Temple, J. A., & Roberston, D. L., et al. (2001). Long term effects of an early childhood intervention on educational achievement and juvenile arrest. JAMA, 285, 2339–2346.
Meeks Gardner, J., Walker, S. P., Powell, C. A., & Grantham-McGregor, S. (2003). A randomized controlled trial of a home-visiting intervention on cognition and behavior in term low birth weight infants. Journal of Pediatrics, 143, 634–639.
U.S. Department of Education. (2000) Twenty-second annual report to Congress on the implementation of the individuals with disabilities education act. Washington, D.C.: U.S. Government Printing Office.
The Individuals with disabilities education act amendments, PL 105–17 (1997). (codified as 20 USC §1431–§1445).
Institute of Medicine, Committee on Understanding Premature Birth and Assuring Healthy Outcomes Board on Health Sciences Policy. (2006). Preterm Birth: Causes, consequences, and prevention. Washington D.C.: National Academy Press.
Shakelford, J. (2007). State and jurisdictional eligibility definitions for infants and toddlers with disabilities under IDEA. National Early Childhood Technical Assistance Center. Available at: http://www.nectac.org/. Accessed Feburary 1.
Scarborough, A. A., Spiker, D., & Mallik, S., et al. (2004). A national look at children and families entering early intervention. Exceptional Children, 70, 469–483.
Buysse, V., Bernier, K. Y., & McWilliam, R. A. (2002). A statewide profile of early intervention services using the part C data system. Journal of Early Intervention, 25, 15–26.
Massachusetts Early Intervention Program, Bureau of Family and Community Health, Massachusetts Department of Public Health. Available at: http://www.mass.gov/dph/fch/ei.htm. Accessed February 1, 2007.
Lazar, J., Kotelchuck, M., Nannini, A., & Barger, M. (2006). Identifying multiple gestation groups using state-level birth and fetal death certificate data. Matern Child Health Journal, 10, 225–228.
DeClerq, E., Barger, M., Cabral, H. J., Evans, S. R., Kotelchuck, M., Simon, C., Weiss, J., Heffner, L. J. (2007). Maternal outcomes associated with planned primary cesareans compared to planned vaginal births. Obstetrics and gynecology, 109, 669–677.
Clements, K. M., Barfield, W. D., Kotelchuck, M., Lee, K. G., & Wilber, N. (2006). Birth characteristics associated with early intervention referral, evaluation for eligibility, and program eligibility in the first year of life. Maternal and Child Health Journal, 10(5), 433–441.
Kotelchuck, M. (1994). The adequacy of prenatal care utilization index: Its US distribution and association with low birthweight. American Journal of Public Health, 84, 1486–1489.
Lin, D. Y., & Wei, L. J. (1989). The robust inference for the Cox proportional hazards model. Journal of the American Statistical Association, 84, 1074–1078.
Van Dyck, PC, Kogan, M. D., McPherson, M. G., Weissman, G. R., & Newacheck, P. W. (2004). Prevalence of characteristics of children with special health care needs. Archives of Pediatrics & Adolescent Medicine, 158, 884–890.
Newacheck, P. W., Hughes, D. C., & Stoddard, J. J. (1996). Children’s access to primary care: differences by race, income, and insurance status. Pediatrics, 97, 26–32.
Newacheck, P. W., Stoddard, J. J., & McManus, M. (1993). Ethnocultural variations in the prevalence and impact of childhood chronic conditions. Pediatrics, 91, 1031–1038.
Leventhal, T., Brooks-Gunn, J., McCormick, M. C., & McCarton, C. M. (2000). Patterns of service use in preschool children: Correlates, consequences and the role of early intervention. Child Development, 71, 802–819.
Bailey, D. B., Hebbeler, K., Spiker, D., Scarborough, A., Mallik, S., & Nelson, L. (2005). Thirty-six-month outcomes of families of children who have disabilities and participated in early intervention. Pediatrics, 116, 1346–1352.
Institute of Medicine, Committee on Understanding and Eliminating Racial and Ethnic Disparities in Health Care. (2002). Unequal treatment: Confronting racial and ethnic disparities in healthcare. Washington D.C.: National Academy Press.
Acknowledgements
The PELL data system is supported by the Centers for Disease Control grants # S1887-21/23 and S3485-23/23. Additional funding for Early Intervention program evaluation was provided by US Department of Education Early Intervention grant # 45139021. Presented in part at the Pediatric Academic Societies and American Academy of Pediatrics Joint Meeting, May 8, 2004, San Francisco, California and Maternal Child Health Epidemiology Conference, December 9, 2004, Atlanta, Georgia.
We thank Sally Fogerty, Howard Cabral, Jane Lazar, Ron Benham, and the MA EI program staff for their helpful comments in the preparation of this manuscript.
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Barfield, W.D., Clements, K.M., Lee, K.G. et al. Using Linked Data to Assess Patterns of Early Intervention (EI) Referral among Very Low Birth Weight Infants. Matern Child Health J 12, 24–33 (2008). https://doi.org/10.1007/s10995-007-0227-y
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DOI: https://doi.org/10.1007/s10995-007-0227-y