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Research ArticleOriginal Research

Difficulty Obtaining Behavioral Health Services for Children: A National Survey of Multiphysician Practices

Alyna T. Chien, JoAnna Leyenaar, Marisa Tomaino, Steven Woloshin, Lindsey Leininger, Erin R. Barnett, Jennifer L. McLaren and Ellen Meara
The Annals of Family Medicine January 2022, 20 (1) 42-50; DOI: https://doi.org/10.1370/afm.2759
Alyna T. Chien
1Division of General Pediatrics, Department of General Pediatrics, Boston Children’s Hospital, Boston, Massachusetts
2Department of Pediatrics, Harvard Medical School, Boston, Massachusetts
MD, MS
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  • For correspondence: alyna.chien@childrens.harvard.edu
JoAnna Leyenaar
3Department of Pediatrics, Dartmouth-Hitchcock Medical Center, Lebanon, New Hampshire
4The Dartmouth Institute for Health Policy & Clinical Practice, Lebanon, New Hampshire
MD, PhD, MPH
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Marisa Tomaino
4The Dartmouth Institute for Health Policy & Clinical Practice, Lebanon, New Hampshire
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Steven Woloshin
4The Dartmouth Institute for Health Policy & Clinical Practice, Lebanon, New Hampshire
5The Lisa Schwartz Foundation for Truth in Medicine, Norwich, Vermont
MD, MS
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Lindsey Leininger
4The Dartmouth Institute for Health Policy & Clinical Practice, Lebanon, New Hampshire
PhD
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Erin R. Barnett
4The Dartmouth Institute for Health Policy & Clinical Practice, Lebanon, New Hampshire
6Department of Psychiatry, Dartmouth-Hitchcock Medical Center, Lebanon, New Hampshire
PhD
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Jennifer L. McLaren
4The Dartmouth Institute for Health Policy & Clinical Practice, Lebanon, New Hampshire
6Department of Psychiatry, Dartmouth-Hitchcock Medical Center, Lebanon, New Hampshire
MD
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Ellen Meara
4The Dartmouth Institute for Health Policy & Clinical Practice, Lebanon, New Hampshire
7National Bureau of Economic Research, Cambridge, Massachusetts
8Harvard T.H. Chan School of Public Health, Boston, Massachusetts
PhD
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  • Figure 1.
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    Figure 1.

    Difficulty obtaining pediatric behavioral health services, by service type.

Tables

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    Table 1.

    Practice Attributes by Ownership Structure

    Ownership Structurea
    IndependentMedical GroupbSimpleb SystemComplexb SystemP Valuec
    Sample attributes
    Practices, n366.0246.0223.0575.0NA
    Percent of sample  26.0  17.4  15.8  40.8NA
    Unique systems, n        NA158.0130.0145.0NA
    Total no. of physicians, mean (SD)        NA123.6 (241.8)462.7 (498.8)3,734.9 (4,947.3)<.001
    Total no. of hospitals, mean (SD)        NA  NA4.0 (6.4)33.2 (39.4)<.001
    Practice attributes
    Practice size based on number of clinicians in practice, mean (SD)
        Physicians plus other cliniciansd  9.1 (8.3)15.3 (19.9)13.0 (20.8)19.9 (142.2)<.001
        Physicians onlyc  6.0 (6.4)11.1 (15.6)  9.7 (17.3)17.0 (134.2)<.001
    Practices with pediatric-trained primary care physicians, %
        All pediatric-trained primary care92.595.393.693.3  .754
        Family medicine practitioners89.693.592.491.1  .592
        OB-GYN physicians10.225.615.415.5  .007
        Med-Peds physicians  2.3  5.9  7.6  8.9  .002
    Practices with physicians with potential to provide pediatric behavioral health advice, % with ≥1
        General psychiatristc  1.9  6.0  8.3  5.0  .007
        Child psychiatristc  1.4  1.7  0.9  1.2  .899
        General pediatricianc16.029.323.021.4  .043
        Specialist pediatricianc,e  6.611.5  6.1  8.8  .401
    Percentage of annual practice revenue by source, mean (SD)
        Commercial39.4 (22.2)42.1 (23.8)36.2 (20.6)44.4 (18.2)  .001
        Medicaidc20.2 (20.3)19.9 (21.9)24.0 (20.8)17.8 (15.4)  .072
        Self-pay and other13.3 (14.2)10.4 (9.3)10.1 (9.3)  9.3 (9.0)  .048
        Medicare27.1 (15.2)27.7 (16.9)29.7 (14.6)28.6 (12.3)  .544
    Practice oriented toward socioeconomically vulnerable populations, %
        Share of revenue from Medicaid in top quartile across practicesc27.322.330.816.0  .006
        Federally qualified health centerc22.627.418.011.1  .001
        Rural zip codec26.713.935.115.1<.001
    Practice currently participates in a delivery system or payment reform initiative, %
        Primary care improvement programs43.666.659.457.0<.001
        Pay for performance52.775.763.868.1<.001
        Capitated commercial contracts31.653.847.349.3<.001
        Commercial ACO contract31.948.542.856.8<.001
        CMS Comprehensive Primary Care+c,f  5.114.114.112.6  .005
        Medicaid ACO contractc27.339.337.845.2<.001
    Practice location by United States census region, %g
        Northeast19.617.425.611.6  .016
        Midwest18.921.936.439.5<.001
        South33.319.121.323.3  .009
        West28.241.616.825.6  .015
    • ACO = accountable care organization; CMS = Centers for Medicare and Medicaid Services; Med-Peds = Medicine-Pediatrics; NA = not applicable; OB-GYN = obstetrics-gynecology.

    • ↵aOwnership structures: independent practices do not have any ownership relationships beyond the practice itself. Systems include medical group practices owned by an organization that owns other practices but no hospital, simple system practices owned by an organization that owns other practices and ≥1 hospital, and complex system practices owned by an organization that itself owns a medical group or another system (ie, a system within a system).

    • ↵bDenotes independent variables included in models estimating adjusted predictors of difficulty obtaining care for children with behavioral health disorders (see Table 2). These comprise pre-determined independent variables (and model specifications) that were based on our hypotheses regarding practice ownership structure, Medicaid ACO participation, and a parsimonious set of controls in these descriptive cross-sectional models. Other practice attributes in Table 1 are offered for descriptive context only.

    • ↵cDesign-based Wald c for categorical variables; F-statistic for continuous variables.

    • ↵dOther clinicians could be any of the following: physician assistants, nurse practitioners, clinical nurse specialists, clinical social workers, counselors, marriage and family therapists, or psychologists but were most frequently physician assistants or nurse practitioners with further specification about the role they might be playing clinically.

    • ↵eIncludes pediatric specialists who also prescribe psychotropic medications (eg, developmental-behavioral pediatricians, pediatric neurologists, neurodevelopmental pediatricians).

    • ↵fVia CMS Comprehensive Primary Care Plus participation lists. Note that these practices overlap with practices reporting participation in primary care improvement programs.

    • ↵gInstead of controlling for census region in models used to obtain adjusted estimates, we controlled for state in which the practice is located.

    • View popup
    Table 2.

    Adjusted Percentage-Point Difference Compared With Referent in Difficulty Obtaining Pediatric Behavioral Health Advice and Services

    Percentage-Point Differences in Difficulty Obtaining
    Medication AdviceEvidence-Based PsychotherapyFamily Based Treatment
    Coefficient (SE)P ValueCoefficient (SE)P ValueCoefficient (SE)P Value
    Practice ownership structure, independent as referenta
        Medical group10.1 (6.6).1286.0 (4.9).22112.3 (6.2).049
        Simple system5.5 (6.4).3896.9 (5.6).2196.3 (6.9).361
        Complex system13.4 (8.3).1073.3 (3.8).38713.0 (7.9).099
    Practice size, very small (<4) as referentb
        Small (4-9)1.1 (4.8).8170.6 (4.7).8982.4 (4.5).590
        Medium (10-19)3.1 (4.4).480–3.0 (4.2).476–0.4 (4.1).932
        Large (>20)–0.2 (6.1).975–6.5 (6.3).304–3.6 (5.7).525
    Practice has behavioral health expertise
        General psychiatrist–2.1 (7.1).7683.6 (7.6).6429.1 (7.4).219
        Child psychiatrist–12.3 (12.9).3406.9 (12.6).586–3.5 (7.8).653
        General pediatrician1.1 (4.3).7961.8 (5.5).7457.4 (5.1).143
        Specialist pediatrician0.4 (8.3).9643.7 (5.8).5271.3 (5.3).805
    Practice oriented toward socially vulnerable populations
        Federally qualified health center0.01 (8.1).999–5.0 (7.4).501–6.5 (7.1).356
        Share of revenue from Medicaid in top quartile across practices–3.1 (4.2).466–8.4 (4.0).036–4.5 (4.1).270
        Rural zip code15.2 (5).00211.7 (4).0059.3 (4).021
    Practice participation in delivery and payment reforms expected to influence pediatric behavioral health care
        CMS Comprehensive Primary Care+–8.5 (9.5).371–6.3 (9.9).524–6.9 (9.6).471
        Medicaid ACO–8.8 (3.8).021–9.5 (3.4).006–5.5 (3.4).107
        Constant79.4 (14.1)<.00189.0 (11.8)<.00197.4 (12.1)<.001
    NNN
    Practices      1,410          1,410          1,410
    Systems      944          944          944
    • ACO = accountable care organization; CMS = Centers for Medicare and Medicaid Services.

    • ↵aOwnership structures: independent practices do not have any ownership relationships beyond the practice itself. Systems include medical group practices owned by an organization that owns other practices but no hospital, simple system practices owned by an organization that owns other practices and ≥1 hospital, and complex system practices owned by an organization that itself owns a medical group or another system (ie, a system within a system).

    • ↵bPractice size defined according to number of physicians.

Additional Files

  • Figures
  • Tables
  • Supplemental materials in PDF file below

    Supplemental Appendix 1. Survey Sample and Item Non-Response 

    Supplemental Figure 1a. NSHOS practice survey question used to define multiphysician primary care and multispecialty practices that serve children. 

    Supplemental  Figure 1b. Consort Diagram 

    Supplemental  Table 1c. Item Non-Response 

    Supplemental Appendix 2. Variable Definitions and Sources 

    Supplemental Table 2a. Variable definitions and sources 

    Supplemental Appendix 3: Supporting tables to Figure 1 in main manuscript. 

    Supplemental Table 3a: Distribution of Outcome Variable Responses 

    Supplemental Table 3b: Supporting table to the Figure 3a 

    Supplemental Table 3c: Adjusted odds-ratios from logistic regression models, compared with referent in difficulty obtaining pediatric behavioral health advice and services 

    • Chien.pdf -

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The Annals of Family Medicine: 20 (1)
The Annals of Family Medicine: 20 (1)
Vol. 20, Issue 1
1 Jan 2022
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Difficulty Obtaining Behavioral Health Services for Children: A National Survey of Multiphysician Practices
Alyna T. Chien, JoAnna Leyenaar, Marisa Tomaino, Steven Woloshin, Lindsey Leininger, Erin R. Barnett, Jennifer L. McLaren, Ellen Meara
The Annals of Family Medicine Jan 2022, 20 (1) 42-50; DOI: 10.1370/afm.2759

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Difficulty Obtaining Behavioral Health Services for Children: A National Survey of Multiphysician Practices
Alyna T. Chien, JoAnna Leyenaar, Marisa Tomaino, Steven Woloshin, Lindsey Leininger, Erin R. Barnett, Jennifer L. McLaren, Ellen Meara
The Annals of Family Medicine Jan 2022, 20 (1) 42-50; DOI: 10.1370/afm.2759
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