| Literature DB >> 30681716 |
Beth M McManus1, Zachary Richardson1, Margaret Schenkman2, Natalie Murphy2, Elaine H Morrato1.
Abstract
Importance: Federal per-child early intervention (EI) appropriations have declined, while accountability for improving children's development and function has increased. It is critical to understand high-value EI services and systems. Objective: To examine EI service timeliness and intensity, and the association between service intensity and outcomes. Design, Setting, and Participants: This secondary data analysis cohort study linked pediatric primary care electronic health records and EI program records from October 1, 2014, to September 30, 2016. Sample children from a large, urban safety-net health system and EI program who were younger than 35 months with a developmental disability or delay were examined. Data analysis was conducted from December 15, 2017, to May 15, 2018. Exposures: The study included measures of condition type and severity, race and ethnicity, family income, insurance type, sex, birth weight, and language. Main Outcomes and Measures: The timeliness of EI (days from referral to EI care plan), service intensity (hours per month) overall and for core EI services (physical, occupational, speech therapy, and developmental intervention), and change in function (measured on a 13-point scale). Adjusted quantile median regression estimated timeliness and intensity. Adjusted linear regression estimated change in function.Entities:
Mesh:
Year: 2019 PMID: 30681716 PMCID: PMC6484581 DOI: 10.1001/jamanetworkopen.2018.7529
Source DB: PubMed Journal: JAMA Netw Open ISSN: 2574-3805
Characteristics of 722 Low-Income Children With Developmental Disabilities and Delays Receiving Care From a Large Safety-Net Health System and EI Program
| Child Characteristics | Referred and Received EI Care Plan, No. (%) |
|---|---|
| Condition type | |
| Developmental delay | 633 (87.7) |
| Diagnosed condition | 89 (12.3) |
| Special health care needs group | |
| No special health care needs | 472 (70.6) |
| Mild | 68 (10.2) |
| Mild condition severity | 74 (11.1) |
| Severe | 55 (8.2) |
| Birth weight by category, kg | |
| <1.5 | 25 (3.5) |
| 1.5-2.5 | 61 (8.5) |
| >2.5 | 636 (88.1) |
| Child’s age, mo | |
| <12 | 447 (62.0) |
| 12-24 | 207 (28.7) |
| 25-35 | 68 (9.3) |
| Family annual income, $ | |
| <20 000 | 663 (91.8) |
| ≥20 000 | 59 (8.2) |
| Race/ethnicity | |
| White, non-Hispanic | 105 (14.5) |
| Black, non-Hispanic | 67 (9.3) |
| Hispanic | 532 (73.7) |
| Other, non-Hispanic | 18 (2.5) |
| Primary language | |
| English | 397 (55.0) |
| Other | 325 (45.0) |
| Female | 265 (36.7) |
| Entry Child Outcome Summary subscale scores, mean (SD) (n = 448) | |
| Positive social emotional skills | 4.6 (1.8) |
| Acquiring and using knowledge and skills | 3.7 (1.5) |
| Taking appropriate action to meet needs | 4.3 (1.7) |
Abbreviation: EI, early intervention.
Fifty-three children were missing special health care needs information, so the sample size was 669.
Each Child Outcome Summary subscale score was derived from health care professional clinical judgment, parent concerns, and developmental assessment results and measured on a 7-point scale, from 1, very early skills (ie, child does not use any immediate foundational skills related to this outcome) to 7, all skills expected (ie, there are no concerns about the child’s function in this area).
Early Intervention Service Use Characteristics Among 722 Low-Income Children Receiving Care From a Safety-Net Health System and EI Program
| Characteristic | Mean (SD) | Median (IQR) |
|---|---|---|
| Received EI care plan in ≤45 d, No. (%) | 305 (42.5) | |
| Time to receive EI care plan, d | 105.3 (153.0) | 56.0 (1.0-111.0) |
| Total per-child EI service intensity conditional on any use, h/mo (n = 525) | ||
| All services | 3.2 (7.7) | 2.7 (2.3-3.6) |
| Physical therapy | 3.4 (1.3) | 3.8 (2.5-4.3) |
| Occupational therapy | 2.9 (1.8) | 3.1 (1.90-4.28) |
| Speech and language pathology | 4.4 (8.8) | 4.2 (3.9-4.5) |
| Developmental intervention | 1.8 (1.4) | 1.0 (1.0-2.7) |
| Length of EI services, d (n = 640) | 153.5 (97.2) | 163.0 (107.0-182.0) |
Abbreviations: EI, early intervention; IQR, interquartile range.
Subsample (n = 525) of sample children who initiated EI services.
Adjusted Quantile Median Regression Models Estimating the Number of Days Between Early Intervention Referral and Receipt of an Early Intervention Care Plan
| Independent Variables | b (95% CI) |
|---|---|
| Condition type | |
| Diagnosed condition | 2.5 (−17.6 to 22.6) |
| Special health care needs group | |
| No special health care needs | [Reference] |
| Mild condition severity | −3.5 (−20.9 to 13.9) |
| Moderate condition severity | −1.5 (−23.3 to 20.3) |
| Greatest condition severity | −53.5 (−77.4 to −29.6) |
| Birth weight by category, kg | |
| <1.5 | [Reference] |
| 1.5-2.5 | 9.5 (−37.2 to 56.2) |
| >2.5 | −7.0 (−32.0 to 18.0) |
| Child’s age, mo | |
| <12 | [Reference] |
| 12-24 | −6.5 (−19.6 to 6.6) |
| 25-35 | −52.0 (−79.7 to −24.3) |
| Family income (annually), $ | |
| ≥20 000 | −2.5 (−17.1 to 12.1) |
| Race/ethnicity | |
| White, non-Hispanic | [Reference] |
| Black, non-Hispanic | 1.5 (−23.1 to 26.1) |
| Hispanic | 9.5 (−7.1 to 26.1) |
| Other, non-Hispanic | −42.5 (−65.5 to −19.5) |
| Primary language, English | 1.5 (−11.3 to 14.3) |
| Female child | 5.5 (−7.0 to 18.0) |
Results are based on a subsample of 663 children who had complete information for these variables.
P < .001.
Adjusted Quantile Median Regression Models Estimating Early Intervention Service Use Intensity Overall and for Each Core Early Intervention Service
| Independent Variables | Intensity, b (95% CI) | ||||
|---|---|---|---|---|---|
| Total | PT | OT | ST | DI | |
| No. of observations | 525 | 109 | 89 | 396 | 265 |
| Condition type | |||||
| Diagnosed condition | −0.6 (−1.3 to 0.1) | 0.2 (−0.6 to 1.1) | 0.1 (−0.6 to 0.9) | −0.5 (−1.6 to 0.5) | −0.4 (−0.9 to 0.1) |
| Special health care need group | |||||
| No special health care need | [Reference] | [Reference] | [Reference] | [Reference] | [Reference] |
| Mild condition severity | −0.4 (−1.3 to 0.6) | 0.9 (0.1 to 1.6) | −0.5 (−1.6 to 0.5) | −0.7 (−1.7 to 0.4) | 0.4 (−0.39 to 1.1) |
| Moderate condition severity | −0.2 (−0.8 to 0.5) | −0.8 (−1.8 to 0.1) | −0.5 (−1.6 to 0.5) | −0.3 (−1.2 to 0.6) | 0.9 (0.3 to 1.4) |
| Greatest condition severity | 0.01 (−0.6 to 0.6) | 0.1 (−0.9 to 1.0) | 0.8 (−0.2 to 1.9) | −0.3 (−1.6 to 1.0) | −0.2 (−0.8 to 0.3) |
| Birth weight by category, kg | |||||
| <1.5 | [Reference] | [Reference] | [Reference] | [Reference] | [Reference] |
| 1.5-2.5 | 0.1 (−0.6 to 0.7) | 0.4 (−0.8 to 1.5) | 0.7 (−0.8 to 2.1) | 0.5 (−0.6 to 1.6) | 0.3 (−0.4 to 1.0) |
| >2.5 | 0.9 (−0.04 to 1.8) | 0.7 (−0.2 to 1.5) | −0.3 (−1.3 to 0.8) | 1.1 (−0.3 to 2.4) | 0.7 (0.1 to 1.3) |
| Child’s age, mo | |||||
| <12 | [Reference] | [Reference] | [Reference] | [Reference] | [Reference] |
| 12-24 | −0.2 (−1.2 to 0.9) | 0.4 (−0.2 to 1.0) | 0.6 (−0.2 to 1.3) | −0.6 (−2.2 to 0.9) | 0.5 (0.1 to 1.0) |
| 25-35 | −0.4 (−1.44 to 0.7) | −0.8 (−1.6 to 0.03) | −1.0 (−1.9 to −0.03) | −0.1 (−1.8 to 1.5) | −0.2 (−0.9 to 0.5) |
| Family income (annually), $ | |||||
| ≥20 000 | −0.3 (−0.8 to 0.3) | −0.6 (−1.5 to 0.3) | 1.9 (0.9 to 3.0) | −0.2 (−0.9 to 0.6) | −0.1 (−0.6 to 0.5) |
| Race/Ethnicity | |||||
| White, non-Hispanic | [Reference] | [Reference] | [Reference] | [Reference] | [Reference] |
| Black, non-Hispanic | 0.03 (−0.4 to 0.5) | −1.0 (−2.4 to 0.4) | 1.2 (−0.1 to 2.4) | 0.2 (−0.5 to 1.0) | 0.1 (−0.6 to 0.7) |
| Hispanic | 0.9 (−0.9 to 2.7) | −0.1 (−0.8 to 0.6) | −0.1 (−1.0 to 0.8) | 1.1 (−1.4 to 3.6) | 0.04 (−0.4 to 0.5) |
| Other, non-Hispanic | 0.7 (−0.3 to 1.8) | −0.02 (−0.9 to 0.9) | −1.6 (−2.6 to −0.7) | 0.3 (−1.3 to 1.8) | 0.7 (−0.3 to 1.7) |
| Primary language, English | 0.7 (−1.1 to 2.5) | −0.4 (−0.9 to 0.1) | 0.1 (−0.8 to 0.9) | 1.0 (−1.6 to 3.7) | −0.04 (−0.4 to 0.3) |
| Female child | 0.9 (−0.7 to 2.6) | 0.2 (−0.4 to 0.7) | −0.2 (−0.8 to 0.5) | 1.2 (−1.1 to 3.5) | −0.3 (−0.7 to 0.04) |
Abbreviations: DI, developmental intervention; OT, occupational therapy; PT, physical therapy; ST, speech therapy.
P < .05.
P < .01.
P < .001.
Adjusted Linear Regression Estimating the Association Between Each Child Outcomes Summary Function Subscale and Early Intervention Service Intensity Overall and for Each Core Early Intervention Service
| Independent Variables | Difference (95% CI) | ||
|---|---|---|---|
| Positive Social-Emotional Skills | Acquiring and Using Knowledge and Skills | Taking Appropriate Action to Meet Needs | |
| Log-transformed intensity type | |||
| Total intensity | 3.0 (1.5-5.9) | 3.3 (1.8-6.1) | 3.1 (1.5-6.5) |
| Physical therapy intensity | 1.1 (0.8-1.5) | 1.2 (0.9-1.6) | 1.3 (0.9-1.9) |
| Occupational therapy intensity | 1.1 (0.9-1.3) | 1.1 (0.8-1.4) | 1.2 (0.9-1.6) |
| Speech and language pathology intensity | 1.0 (0.9-1.1) | 1.0 (0.9-1.2) | 0.9 (0.7-1.0) |
| Developmental intervention intensity | 1.6 (1.2-2.1) | 1.4 (1.0-1.9) | 1.2 (0.9-1.6) |
Results are based on a sample of 448 children who had complete functional outcomes data.
P < .01.
P < .001.
P < .05.