Early intervention service intensity and change in children’s functional capabilities
Open accessAbstract
Objective To estimate correlates of early intervention (EI) service dosage and gains in children's functional capabilities from EI entry and discharge.Design Retrospective cohort study.Setting Secondary analyses of a subset of data (N=1005) collected from an EI administrative database on children discharged from a large, urban EI program between October 1, 2014 and September 30, 2016.Participants Children who were EI eligible due to developmental delay, had received an EI care plan and at least 1 billable EI service, and had outcomes data at EI entry and exit (N=1005). Measured child characteristics included age (49.0% 12-24mo; n=492), sex (36.0% female; n=362), number of developmental delays (76.1% had 1 developmental delay; n=765), and number of EI services received (78.5% received multiple; n=789).Intervention Not applicable.Main outcome measures Outcomes were EI service intensity (hours per month) and change in functional capabilities as measured via the state-mandated Child Outcomes Summary (COS). Adjusted quantile median regression estimated EI intensity. Adjusted linear regression estimated change in function for social-emotional, cognitive, and adaptive domains of the COS. Measures of children's developmental delay severity, age at EI entry, race and ethnicity, sex, and language.Results Children older than 24 months old experienced significantly higher EI service intensity (b=0.40; 95% confidence interval, 0.18-0.63). Child age and EI service intensity were significantly linked to gains in social and cognitive COS score changes from EI entry to exit.Conclusions Older children receive a higher intensity of EI services. EI service intensity and age were linked with positive changes in functional gains.
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
Early identification and intervention for the 1 in 6 children with DDs have been shown to improve outcomes.
“Early identification and intervention for the 1 in 6 children with DDs have been shown to improve outcomes.79–83”
From Evidence-Informed Milestones for Developmental Surveillance Tools (2022) · cites this paper as [81]
The Results (Change in Activity Competence, page unavailable) link greater early-intervention service intensity with gains in social-emotional and cognitive capabilities among children receiving services. The paper does not establish that early identification improves outcomes or state that 1 in 6 children have developmental disabilities; its reported relationship is an association, not proof of a causal effect. (LLM, conf=0.88)
Experimental — accuracy not yet measured
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
Cites
A framework for the study of access to medical care.
(1974) · PubMed Central · Cited by 2,419 · see citing works
Imms, C., Granlund, M., Wilson, P. H., Steenbergen, B., Rosenbaum, P., & Gordon, A. M. (2016) · Developmental Medicine & Child Neurology · doi:10.1111/dmcn.13237 · Cited by 647 · see citing works
Imms, C., Adair, B., Keen, D., Ullenhag, A., Rosenbaum, P., & Granlund, M. (2015) · Developmental Medicine & Child Neurology · doi:10.1111/dmcn.12932 · Cited by 411 · see citing works
Early Childhood Intervention: A Promise to Children and Families for Their Future
Bruder, M. B. (2010) · Exceptional Children · doi:10.1177/001440291007600306 · Cited by 354 · see citing works
The Developmental Systems Approach to Early Intervention
Guralnick, M. J. (2005) · Cited by 229 · see citing works
The impact of race on participation in part C early intervention services
Feinberg, E., Silverstein, M., Donahue, S., & Bliss, R. (2011) · Journal of Developmental & Behavioral Pediatrics · doi:10.1097/dbp.0b013e3182142fbd · Cited by 159 · see citing works
Adair, B., Ullenhag, A., Rosenbaum, P., Granlund, M., Keen, D., & Imms, C. (2018) · Developmental Medicine & Child Neurology · doi:10.1111/dmcn.13959 · Cited by 140 · see citing works
Measure of Processes of Care: a review of 20 years of research
Cunningham, B. J., & Rosenbaum, P. L. (2014) · Developmental Medicine & Child Neurology · doi:10.1111/dmcn.12347 · Cited by 127 · see citing works
Marino, E. D., Tremblay, S. M., Khetani, M. A., & Anaby, D. (2017) · Disability and health journal · doi:10.1016/j.dhjo.2017.05.005 · Cited by 105 · see citing works
Self-citationDumas, H. M., Fragala-Pinkham, M. A., Haley, S. M., Ni, P., Coster, W. J., Kramer, J. M., Kao, Y., Moed, R., & Ludlow, L. H. (2011) · Disability and Rehabilitation · doi:10.3109/09638288.2011.607217 · Cited by 102 · see citing works
Barfield, W. D., Clements, K. M., Lee, K. G., Kotelchuck, M., Wilber, N., & Wise, P. H. (2008) · Maternal and Child Health Journal · doi:10.1007/s10995-007-0227-y · Cited by 92 · see citing works
YOUNG CHILDREN'S PARTICIPATION IN EVERYDAY FAMILY AND COMMUNITY ACTIVITY
Dunst, C. J., Hamby, D. W., Trivette, C. M., Raab, M., & Bruder, M. B. (2002) · Psychological Reports · doi:10.2466/pr0.2002.91.3.875 · Cited by 81 · see citing works
Social Disparities in Early Intervention Service Use and Provider-Reported Outcomes
Khetani, M. A., Richardson, Z. S., & McManus, B. M. (2017) · Journal of Developmental & Behavioral Pediatrics · doi:10.1097/dbp.0000000000000474 · Cited by 63 · see citing works
Self-citationEvidence for the Effectiveness of Different Service Delivery Models in Early Intervention Services
Kingsley, K. L., & Mailloux, Z. (2013) · American Journal of Occupational Therapy · doi:10.5014/ajot.2013.006171 · Cited by 62 · see citing works
Perspectives on “Disease” and “Disability” in Child Health: The Case of Childhood Neurodisability
Miller, A. R., & Rosenbaum, P. (2016) · Frontiers in Public Health · doi:10.3389/fpubh.2016.00226 · Cited by 57 · see citing works
Early Intervention Outcomes for Toddlers With Autism Spectrum Disorder and Their Families
Noyes-Grosser, D. M., Elbaum, B. E., Wu, Y., Siegenthaler, K., Cavalari, R. N. S., Gillis, J. L., & Romanczyk, R. G. (2018) · Infants & Young Children · doi:10.1097/iyc.0000000000000121 · Cited by 56 · see citing works
Khetani, M. A., Graham, J. E., & Alvord, C. L. (2013) · Child Care Health and Development · doi:10.1111/cch.12045 · Cited by 54 · see citing works
Self-citationEnvironmental impact on young children's participation in home‐based activities
Albrecht, E., & Khetani, M. A. (2016) · Developmental Medicine & Child Neurology · doi:10.1111/dmcn.13360 · Cited by 52 · see citing works
Self-citationFactors related to early intervention Part C enrollment: A systematic review
Twardzik, E., Cotto-Negrón, C., & MacDonald, M. (2017) · Disability and Health Journal · doi:10.1016/j.dhjo.2017.01.009 · Cited by 48 · see citing works
McManus, B. M., Robert, S., Albanese, A., Sadek‐Badawi, M., & Palta, M. (2013) · BMC Pediatrics · doi:10.1186/1471-2431-13-106 · Cited by 32 · see citing works
Self-citationFactors Related to the Scope of Early Intervention Service Coordinator Practices
Bruder, M. B., & Dunst, C. J. (2008) · Infants & Young Children · doi:10.1097/01.iyc.0000324547.54693.18 · Cited by 32 · see citing works
Cerebral palsy in low-birthweight infants: Etiology and strategies for prevention
Nelson, K. B., & Grether, J. K. (1997) · Mental Retardation and Developmental Disabilities Research Reviews · doi:10.1002/(sici)1098-2779(1997)3:2 · Cited by 23 · see citing works
Technology-based functional assessment in early childhood intervention: a pilot study
Khetani, M. A., McManus, B. M., Arestad, K., Richardson, Z. S., Charlifue-Smith, R., Rosenberg, C. R., & Rigau, B. (2018) · Pilot and Feasibility Studies · doi:10.1186/s40814-018-0260-1 · Cited by 22 · see citing works
Self-citationRichardson, Z. S., Khetani, M. A., Scully, E. A., Dooling-Litfin, J. K., Murphy, N. J., & McManus, B. M. (2019) · Academic Pediatrics · doi:10.1016/j.acap.2019.02.004 · Cited by 21 · see citing works
Self-citationFisher, W. P., Elbaum, B. E., & Coulter, W. A. (2012) · PubMed · Cited by 8 · see citing works
Therapy Use for Children With Developmental Conditions: Analysis of Colorado Medicaid Data
McManus, B. M., Rapport, M. J., Richardson, Z. S., & Lindrooth, R. C. (2017) · Pediatric Physical Therapy · doi:10.1097/pep.0000000000000425 · Cited by 5 · see citing works
Self-citationGörög, Á., Balassi, E., & Váczi, T. (2017) · Historical Biology · doi:10.1080/08912963.2016.1278444 · Cited by 4 · see citing works
Milton, Y. M., & Roe, S. (2017) · Pure (Coventry University) · doi:10.1111/dmcn.13455
Flagged first, then by citations
Research works printed but not linked: 2
- [16]McManus BM, Richardson Z, Scully EA, Dooling-Litfin JK, Graham JE, Khetani MA. (2018). “ Early Intervention Colorado (EI-CO) participant characteristics, service use, and outcomes, Colorado, 2014–2016”. Ann Arbor, Michigan: Inter-university consortium for political and social research 10.3886/ICPSR37131.v1 · DOI
- [34]Noyes-Grosser D, Elbaum B. Measuring the impact of early intervention services on children and families: a model approach to family-centered program evaluation and quality improvement. Paper presented at: Third Conference of the International Society on Early Intervention; May 2–5, 2011; New York, NY http://depts.washington.edu/isei/conf_materials/2011_ISEI_Conference_Program.pdf. Accessed January 31, 2019.
Cited by
Sorted by citations
Evidence-Informed Milestones for Developmental Surveillance Tools
Zubler, J. M., Wiggins, L. D., Macias, M. M., Whitaker, T. M., Shaw, J. S., Squires, J. K., Pajek, J. A., Wolf, R. B., Slaughter, K. S., Broughton, A. S., et al. (2022) · Pediatrics · doi:10.1542/peds.2021-052138 · Cited by 224 · see citing works
McManus, B. M., Richardson, Z. S., Schenkman, M. L., Murphy, N. J., Everhart, R. M., Hambidge, S. J., & Morrato, E. H. (2020) · BMC Pediatrics · doi:10.1186/s12887-020-1965-x · Cited by 70 · see citing works
Self-citationFactors Associated with Early Intervention Intensity for Children Who Are Deaf or Hard of Hearing
Meinzen‐Derr, J. K., Tabangin, M. E., Altaye, M., Ehrhardt, J., & Wiley, S. (2022) · Children · doi:10.3390/children9020224 · Cited by 38 · see citing works
Early rehabilitation interventions for global developmental delay in children: a narrative review
Liu, S., Zhu, M., Yi, C.-A., & Zeng, D. (2025) · Frontiers in Pediatrics · doi:10.3389/fped.2025.1576324 · Cited by 21 · see citing works
Early intervention service intensity and young children’s home participation
Khetani, M. A., McManus, B. M., Albrecht, E., Kaelin, V., Dooling-Litfin, J. K., & Scully, E. A. (2020) · BMC Pediatrics · doi:10.1186/s12887-020-02182-x · Cited by 20 · see citing works
Self-citationEffect of Family Navigation on Participation in Part C Early Intervention
Feinberg, E., Stransky, M. L., Augustyn, M. C., Broder‐Fingert, S., Bennett, A. E., Weitzman, C. C., Kuhn, J., Chu, A., Cabral, H., Fenick, A. M., et al. (2023) · Academic Pediatrics · doi:10.1016/j.acap.2023.03.013 · Cited by 19 · see citing works
Huang, H., Hsieh, Y., Chang, C.-H., Tsai, W.-Y., Huang, C.-K., & Chen, C. (2022) · Disability and Rehabilitation · doi:10.1080/09638288.2022.2063418 · Cited by 14 · see citing works
Chavez, A. E., Troxel, M., Sheldrick, R. C., Eisenhower, A., Brunt, S., & Carter, A. S. (2023) · Early Childhood Research Quarterly · doi:10.1016/j.ecresq.2023.10.009 · Cited by 7 · see citing works
Chien, C., Lai, C. Y. Y., Lin, C., & Graham, F. P. (2021) · Frontiers in Pediatrics · doi:10.3389/fped.2021.720885 · Cited by 8 · see citing works
Loo, K. K., Yang, S.-J., & Cheng, J. C. (2024) · The Journal of Pediatrics · doi:10.1016/j.jpeds.2024.114434 · Cited by 6 · see citing works
Kuo, C.-Y., Chang, H. C., Su, E. C., Huang, Y., Tsai, M., & Tseng, S. (2025) · Pediatrics & Neonatology · doi:10.1016/j.pedneo.2025.01.015 · Cited by 5 · see citing works
Jemes-Campaña, I.-C., Galisteo, R. P. R., Gálvez-Ruíz, P., Labajos-Manzanares, M.-T., & Moreno-Morales, N. (2021) · Children · doi:10.3390/children8080716 · Cited by 4 · see citing works
Murphy, N. J., Magnusson, D., & Ollerenshaw, L. (2022) · Maternal and Child Health Journal · doi:10.1007/s10995-022-03500-8 · Cited by 3 · see citing works
Self-citationKoushiou, M., Trakoshis, S., Michael, N., Constantinidou, F., Dimitropoulou, P., Klimentopoulou, A., & Jossif, A. P. (2023) · Global Pediatrics · doi:10.1016/j.gpeds.2023.100045 · Cited by 1 · see citing works
Kaelin, V. C., Rizk, S., Chen, Y., Dooling-Litfin, J. K., Papautsky, E. L., Leland, N. E., Murphy, N. J., McManus, B. M., Lage, C. R., Villegas, V. C., et al. (2026) · Advances in Rehabilitation Science and Practice · doi:10.1177/27536351261445239 · Cited by 1 · see citing works
Self-citationGuevara, J. P. (2024) · Journal of Pediatric Advance Research · doi:10.46889/jpar.2024.3101 · Cited by 1 · see citing works
ФАКТОРИ НАВКОЛИШНЬОГО СЕРЕДОВИЩА В РАМКАХ СОЦІАЛЬНОЇ МОДЕЛІ РОЗУМІННЯ ОСОБЛИВИХ ПОТРЕБ
Литовченко, С. (2022) · Особлива дитина навчання і виховання · doi:10.33189/ectu.v108i4.120
Follow-Up and Follow-Through after Discharge and Early Intervention Services
Hintz, S. R., Lakshmanan, A., Litt, J. S., & Mcmanus, B. (2026) · Cambridge University Press eBooks · doi:10.1017/9781009418034.054
Self-citationDusing, S. C., Burnsed, J. C., Spence, C., Molinini, R. M., Brown, S. E., Harper, A. D., Hendricks‐Muñoz, K. D., Stevenson, R. D., Thacker, L. R., Kane, A. E., et al. (2026) · The Journal of Pediatrics · doi:10.1016/j.jpeds.2026.115266
Yang, H.-W., Kim, S., Wang, J., Kim, C. K., Gregori, E. V., & Aragon, V. (2026) · Journal of Early Intervention · doi:10.1177/10538151261469652
- Authors
- Richardson, Z. S., Scully, E. A., Dooling-Litfin, J. K., Murphy, N. J., Rigau, B., Khetani, M. A., & McManus, B. M.
- Affiliations
- University of Colorado Denver (US)
- Rocky Mountain Human Services (US)
- University of Illinois Chicago (US)
- Corresponding author
- Khetani, Mary A.
- Venue
- Archives of Physical Medicine and Rehabilitation
- Publisher
- Elsevier BV
- Published
- 2020-05
- Volume
- 101
- Issue
- 5
- Pages
- 815-821
- ISSN
- 0003-9993 (ISSN-L)
- PMC
- PMC7183419
- OpenAlex
- W2991193083
- Cited by
- 20
- References
- 27
- Citations by year
- 2026: 4 · 2025: 2 · 2024: 2 · 2023: 3 · 2022: 5 · 2021: 2 · 2020: 2
- FWCI
- 6.08
- Type
- journal article
- Language
- en
- Open access
- green
- www.ncbi.nlm.nih.gov
- Locations
- Archives of Physical Medicine and Rehabilitation (publishedVersion)
- PubMed (publishedVersion)
- PubMed Central (acceptedVersion)
- Funders
- National Institutes of Health (K12 HD05593, 1R03HD084909-01A1, P2CHD065702)
- Topics
- Social Sciences › Education › Early Childhood Education and Development
- Social Sciences › Psychology › Clinical Psychology › Family and Disability Support Research
- Health Sciences › Medicine › Pediatrics, Perinatology and Child Health › Infant Development and Preterm Care
- Keywords
- early intervention, service intensity, functional outcome, developmental delay, social-emotional development, cognitive development, adaptive behavior, child age, intervention dosage, children with disabilities
- MeSH terms
- Age Factors, Developmental Disabilities, Child, Preschool, Cognition, Female, Humans, Infant, Male, Occupational Therapy, Patient Care Planning, Retrospective Studies, Speech Therapy, Cohort Studies, Outcome Assessment, Health Care, Early Intervention, Educational, Physical Therapy Modalities, Social Skills
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review