
==== Front
Health Aff Sch
Health Aff Sch
haschl
Health Affairs Scholar
2976-5390
Oxford University Press US

10.1093/haschl/qxae110
qxae110
Research Article
AcademicSubjects/MED00862
AcademicSubjects/SOC02360
haschl/pt_1505
Insurance acceptance and cash pay rates for psychotherapy in the US
https://orcid.org/0000-0002-4868-6078
Zhu Jane M Division of General Internal Medicine, Oregon Health and Science University, Portland, OR 97239, USA

https://orcid.org/0009-0008-1946-3490
Huntington Aine Center for Health Systems Effectiveness, Oregon Health and Science University, Portland, OR 97239, USA

https://orcid.org/0000-0003-0077-6047
Haeder Simon Department of Health Policy and Management, Texas A&M University School of Public Health, College Station, TX 77843, USA

https://orcid.org/0000-0001-9542-2801
Wolk Courtney Penn Center for Mental Health, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA

https://orcid.org/0000-0003-1280-3196
McConnell K John Center for Health Systems Effectiveness, Oregon Health and Science University, Portland, OR 97239, USA

Corresponding author: Division of General Internal Medicine, Oregon Health and Science University, 3181 SW Sam Jackson Park Road, Portland, OR 97239. Email: zhujan@ohsu.edu
Conflict of interest Dr. Zhu reports grants and/or contracts with the National Institute for Health Care Management Foundation, Agency for Healthcare Research and Quality, National Institute of Mental Health, and American Psychological Association as well as personal consulting fees from Cambia Health Solutions unrelated to this work. Dr. Haeder reports grants from the Robert Wood Johnson Foundation and Pennsylvania Department of Insurance as well as personal consulting fees from CERA LLP, GUERRA LLP and the Washington State Attorney General’s Office unrelated to this work. Dr. Wolk reports grants from NIMH and Agency for Healthcare Research and Quality as well as royalties from Oxford University Press and personal consulting fees from Massachusetts General Hospital unrelated to this work. Dr. McConnell reports grants from NIMH, Arnold Ventures, Commonwealth Fund, Robert Wood Johnson Foundation, and contracts with states of Washington and Oregon unrelated to this work.

9 2024
09 9 2024
09 9 2024
2 9 qxae11007 7 2024
26 8 2024
01 9 2024
05 9 2024
19 9 2024
© The Author(s) 2024. Published by Oxford University Press on behalf of Project HOPE - The People-To-People Health Foundation, Inc.
2024
https://creativecommons.org/licenses/by/4.0/ This is an Open Access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/), which permits unrestricted reuse, distribution, and reproduction in any medium, provided the original work is properly cited.

Abstract

Cost and insurance coverage remain important barriers to mental health care, including psychotherapy and mental health counseling services (“psychotherapy”). While data are scant, psychotherapy services are often delivered in private practice settings, where providers frequently do not take insurance and instead rely on direct pay. In this cross-sectional analysis, we use a large national online directory of 175 083 psychotherapy providers to describe characteristics of private practice psychotherapy providers who accept and do not accept insurance, and assess self-reported private pay rates. Overall, about one-third of private practice psychotherapists did not accept insurance, with insurance acceptance varying substantially across states. We also found significant session rate differentials, with Medicaid rates being on average 40% lower than reported cash pay rates, which averaged $143.26 a session. Taken together, low insurance acceptance across a broad swath of mental health provider types means that access to care is disproportionately reliant on patients’ ability to afford out-of-pocket payments—even when covered by insurance. While our findings are descriptive and may not be representative of all US psychotherapists, they add to scant existing knowledge about the cash pay market for an important mental health service that has experienced increased use and demand over time.

mental health
psychotherapy
counseling
access to care
cost
self-pay
private practice
insurance
NIMH 10.13039/100000025 K08MH123624
==== Body
pmcIntroduction

Psychotherapy and mental health counseling services (“psychotherapy”) constitute an important part of outpatient mental health services, both as an adjunct to medication and as a standalone treatment.1 Certain types of therapy, including cognitive behavioral therapies, are also considered part of evidence-based treatment for a number of physical health conditions.2 As with psychopharmacology services, demand for psychotherapy increased in the wake of the COVID-19 pandemic, driven in part by rising depression, anxiety, and stress-related disorders, particularly in younger populations.3–5 At the same time, structural changes in the delivery of mental health services have lowered historical barriers and stigma associated with mental health treatment. For example, statutes like the Mental Health Parity Act of 1996, the Mental Health Parity and Addiction Equity Act of 2008, and the Affordable Care Act's parity requirements have extended insurance coverage to mental health services. Moreover, telehealth use in mental health care has remained high through the pandemic,6,7 and nearly all mental health treatment facilities now offer telehealth services.8

However, access gaps persist. In 2021, less than half of adults with a mental health condition received any mental health services,9 and unmet need among children and adolescents is a persistent concern.5,10,11 Cost and insurance coverage remain important barriers to mental health services generally, but may be even more relevant to psychotherapy for several reasons. First, while there is increasing coverage for psychotherapy, mental health provider shortages, high demand have resulted in long wait times, and an increased likelihood of seeking out-of-network care, which is associated with higher out-of-pocket costs.12–14 Second, psychotherapy often requires recurrent visits over a prolonged period, which can further exacerbate cost concerns and inequitable access. Finally, while data are scant, psychotherapy services are often delivered in private practice settings, where providers may not take insurance and instead rely on cash pay. One trade group estimate suggests that about 45% of licensed psychologists work in private practice.15 In the absence of empirical evidence, lay estimates in the media suggest that between 30% and 50% of these providers may not accept any form of insurance.16,17

A large share of recent literature on insurance acceptance has focused on psychiatrists.18–21 Less evidence exists for other segments of the mental health workforce, including psychologists, professional counselors, clinical social workers, and others licensed to practice psychotherapy. To fill this gap, we use a large novel dataset to describe the characteristics of those private practice psychotherapy providers who accept insurance and, crucially, those who do not. Because provider participation in some public insurance programs, like Medicaid, may be affected by market factors, including the private cash-pay market (hereafter referred to as cash pay), we also assessed cash pay rates compared to Medicaid rates across states. As administrative claims data do not contain information about cash pay rates, this analysis adds to limited existing knowledge about the private practice market for this important component of mental health care.

Methods

Data

Data for this study were collected through web-scraping of an application programming interface (API), a method that allows for automated retrieval of large datasets from online sources. Web-scraping involves programmatically extracting specific data elements from web pages or APIs, which are then structured into a format suitable for analysis. This approach is increasingly used in health services research to gather real-time data from publicly accessible online platforms, including social media, health information websites, and electronic health records systems.22 From September 2023 to December 2023, we web-scraped a total of 1.26 million provider listings for psychotherapy and counseling services from Psychology Today.23Psychology Today’s Therapy Directory is an online repository of mental health providers and treatment facilities and is the largest consumer-facing online directory of its kind.24 Mental health professionals pay a fixed monthly fee ($29.95) to participate in the directory, and listings are maintained and updated directly by members. Directory information includes addresses, contact information, degrees, licensing, specialty areas of treatment, insurance acceptance, and cash-pay session rates. Data were cleaned to remove duplicate, erroneous, or inactive listings. When data inconsistencies arose, provider listings were manually validated and checked against other web-based sources, including practice websites. Psychology Today has a separate database for psychiatrists, which we did not include in this analysis.

Directory listings in Psychology Today could either be organizations or individual providers. We identified 11 743 potential group practices in the Psychology Today data, with the remainder being individual psychotherapy and counseling providers. We used probabilistic record linkage algorithms to link exact (street address and zip code) and nonexact records (provider and organization names) to 2023 National Plan and Provider Enumeration System (NPPES) data to further identify individuals affiliated with group practices. A total of 7960 (4.5%) observations were subsequently excluded from our dataset, either because they matched only to organizations in NPPES (N = 2864) and we could not ascertain their provider composition or because they were unmatched (N = 5096). Our final analytic sample, current as of December 31, 2023, contained 175 083 individual psychotherapy and counseling providers across all 50 states and the District of Columbia (Appendix S1). Of note, due to the nature of the Psychology Today database and its membership, this sample (which we call “private practice” providers more broadly) centers on independent solo and small group practitioners who are responsible for financial and business decisions, including rate-setting, and excludes salaried agency psychotherapists in community mental health centers, substance abuse treatment centers, and nonprofit organizations.

Variables

Our primary outcome was an indicator of any insurance acceptance, a self-reported measure. Providers were grouped into three categories based on highest self-reported titles and degrees: (1) psychologists and other PhDs; (2) Master’s-level therapists and counselors, including licensed clinical social workers, licensed professional counselors, and licensed marriage and family therapists; and (3) all other providers. Binary variables were created for several self-reported provider characteristics: if the provider accepted patients under 18 years of age; if the provider offered telehealth services; and if the provider practiced in a group, estimated by grouping on practice location and/or practice name. Rurality of provider practice location was determined using the 2006 and 2013 NCHS Urban-Rural classification scheme for counties, distinguishing categories 5 (micropolitan) and 6 (noncore).

To mitigate concerns about missingness for reported cash-pay session rates, which could affect the representativeness of our analytic sample, we assessed the extent to which data were missing at random or missing not at random. We visually examined patterns of missingness between missing values and observed values in all variables. We also performed a logistic regression to predict missing session rate data using all previously described variables as predictors. We found no association between the missing indicator and any observed variables.

Analysis

We used descriptive statistics to assess state- and county-level variation in insurance acceptance, provision of telehealth services, and session rates, and summarized sociodemographic and practice characteristics of those accepting and not accepting insurance.

Due to large sample sizes, we used standardized mean differences to compare means between providers accepting insurance and providers that did not accept insurance. We also compared self-reported session rates to state-based psychotherapy rates in Medicaid fee for service (FFS). Because a standard psychotherapy session is 50–55 min, we compared private pay session rates to Medicaid rates for a 45-min psychotherapy session (Current Procedural Terminology Code 90834). Notably, Medicaid fee schedules in most states do not distinguish differential rates by provider type (eg, billing psychologist vs. psychiatrist). Medicaid reimbursement rates were obtained from publicly available fee schedules and last updated as of October 2022. The methodology for obtaining these rates has been reported elsewhere.25 All statistical analyses were performed in R, version 4.3.1.

Limitations

Our study has important limitations. First, we use a publicly available directory of mental health providers, which is not representative of all private practice psychotherapy providers in the US. Our results thus may not be generalizable to all providers in private practice settings, or to those who practice in academic medical centers, community hospitals, and in government, educational, or business settings. More specifically, our data may exclude psychotherapy providers who are in high demand and do not need to advertise for clients through Psychology Today’s database. Therapists who did not publicly list their cash pay rates also might charge higher rates, which may bias our results. Second, as with any self-reported data, the measures here may be limited by nonresponse bias and subjectivity. Whether or not, for instance, self-reported acceptance of new patients translates to true patient accessibility cannot be verified without secret shopper studies or similar audits. Third, we could not identify acceptance of specific types of insurance, including Medicaid, Medicare, and commercial insurance. We also assessed cash pay rates against Medicaid fee-for-service rates for a comparable service, which may not reflect proprietary negotiated rates under Medicaid managed care. However, studies suggest that fee-for-service rates are often a floor for managed care rates, and overall, managed care rates have been found to be similar and sometimes identical to those paid by Medicaid fee-for-service.26,27 Finally, we did not have data on commercial prices, which could also influence insurance participation. Nevertheless, this data represent one of the largest provider directories for mental health providers in the country, has broad geographic coverage, is used exclusively by mental health consumers, and offers a window of visibility into cash pay rates otherwise unavailable in administrative claims data.

Results

A total of 175 083 psychotherapy and counseling providers were identified. Among these providers, 40.2% (n = 70,433) were affiliated with a group practice (Table 1). A large share of providers practiced in the South (33.3%), followed by the West (27.9%), Midwest (20.0%), and Northeast (18.7%); nearly, all providers practiced in metropolitan areas (96.0%). Master’s level counselors and therapists comprised the largest share of providers (76.5%), while psychologists and PhD trained providers comprised 15.6% of providers. The majority of providers (65.1%) reported accepting patients under 18 years of age and a quarter (25.0%) reported offering telehealth.

Table 1. Characteristics of psychotherapy and counseling providers, 2023.

	% (N)	
	N = 175 083	
Part of a group practice		
 Yes	40.2 (70 433)	
Region		
 Midwest	20.0 (35 057)	
 Northeast	18.7 (32 818)	
 South	33.3 (58 361)	
 West	27.9 (48 847)	
Rural Classification		
 Metro	96.0 (168 073)	
 Micro	3.0 (5325)	
 Rural	1.0 (1685)	
Provider category		
 Psychologists and PhDs	15.6 (27 385)	
 Master’s level providers	76.5 (133 902)	
 All other providers	7.9 (13 796)	
Accepts insurance		
 Yes	64.9 (113 661)	
Offers telehealth		
 Yes	25.0 (43 745)	
Sees patients under 18 years of age		
 Yes	65.1 (114 045)	
Individual out-of-pocket session cost (USD)		
 Mean (SD)	146.76 (46.00)	
 Missing	36.8 (64 346)	
Abbreviations: NCHS, National Center for Health Statistics (NCHS); PhD, Doctor of Philosophy or doctoral equivalent; SD, standard deviation; USD, United States dollar.

From authors’ analysis of online provider directory data and NCHS data. Group practices estimated by location name or address. Rural, metro, and microstatus based on provider’s primary practice address, categorized according to the 2013 and 2006 NCHS Urban–Rural Classification Scheme for Counties.

Overall, nearly two-thirds (64.9%) of these providers accepted any insurance (Table 2). Providers who were affiliated with group practices (42.2% vs. 36.6%, SMD = 0.113) were more likely than their counterparts to accept any insurance. Master’s level counselors were more likely to accept insurance compared to psychologists (SMD = 0.148). Providers who accepted insurance also reported lower session costs ($141.06 vs. $155.90) compared to those who did not accept insurance (SMD = 0.315).

Table 2. Comparison of psychotherapy and counseling providers, by insurance acceptance.

Accepts insurance	No	Yes	SMD	
	(N = 61 422)	(N = 113 661)		
	% (N)	% (N)		
Part of a group practice			0.113	
 Yes	36.6 (22 508)	42.2 (47 925)		
Rural classification			0.077	
 Metro	97.0 (59 551)	95.5 (108 522)		
 Micro	2.3 (1428)	3.4 (3897)		
 Rural	0.7 (443)	1.1 (1242)		
Provider category			0.148	
 Psychologists and PhDs	19.1 (11 706)	13.8 (15 679)		
 Master’s level providers	74.0 (45 478)	77.8 (88 424)		
 All other providers	6.9 (4238)	8.4 (9558)		
Offers telehealth			0.036	
 Yes	24.0 (14 732)	25.5 (29 013)		
Accepts patients under 18 years of age			0.079	
 Yes	62.7 (38 512)	66.5 (75 533)		
Individual session private pay cost (USD)			0.315	
 Mean (SD)	155.90 (53.56)	141.06 (39.52)		
Abbreviations: NCHS, National Center for Health Statistics (NCHS); PhD, Doctor of Philosophy or doctoral equivalent; SD, standard deviation; SMD, standardized mean difference; USD = United States dollar.

From authors’ analysis of online provider directory data and NCHS data. Absolute values of >0.1 are suggestive of significant differences. Group practices estimated by location name or address. Rural, metro, and micro status based on provider’s primary practice address, categorized according to the 2013 and 2006 NCHS Urban-Rural Classification Scheme for Counties.

Insurance acceptance among private practice psychotherapists and counselors varied substantially across states (Figure 1). States with the highest rates of insurance acceptance included North Dakota (90.5%, SD 10.8%), Nebraska (87.1%, SD 22.2%), and Illinois (86.3%, SD 22.0%). In comparison, the District of Columbia (considered a county equivalent) had a mean insurance acceptance rate of 41.0%, followed by Tennessee (51.5%, SD 35.3%) and California (55.4%, SD 24.6%). Session rates differed significantly by insurance status for each provider type (Appendix S2). For example, among psychologists and other PhD-level counselors and therapists, mean session rates for those accepting insurance was $167.69 (SD $48.52), compared to $195.91 (SD $61.52) among those not accepting insurance (P < .001). Rate differentials among other provider groups were less pronounced.

Figure 1. County-level mean fraction of insurance acceptance among private practice psychotherapy and counseling providers, by state. From authors’ analysis of online provider directory data and 5-year ACS data. The X-axis shows the mean county-level fraction of any insurance acceptance among providers. County location was derived from provider’s primary practice address. Insurance acceptance was self-reported.

Finally, cash pay rates were near-universally higher than Medicaid fee-for-service rates across states (Figure 2). Cash pay rates for a typical session averaged $143.26, compared to $82.77 in Medicaid. Excluding Tennessee, which does not publish Medicaid fee schedules, the mean difference between cash pay and Medicaid rates was $60.81, or -42.4%. The largest rate differentials between cash pay and Medicaid rates were in Pennsylvania ($146.88 vs. $39.00, a difference of 73.4%), California ($172.71 vs. $67.16, a difference of 61.1%), and New York ($176.61 vs. $76.45, a difference of 56.6%). In only one state, Nebraska, was the Medicaid FFS reimbursement rate ($187.96) higher than the reported mean cash pay session rates ($140.34).

Figure 2. Cash pay session rates among psychotherapy and counseling providers, compared to Medicaid fee-for-service rates, by state. From authors’ analysis of online provider directory data and publicly available Medicaid fee-for-service fee schedules. Medicaid rates shown here are based on a 45 min psychotherapy session (CPT 90834) as of October 2022. Of note, in many states there is no distinction in the fee schedule between different provider types. Medicaid fee-for-service rates for Florida and Mississippi were newly collected using 2022 historical rates. Tennessee does not publish fee schedules and was excluded from calculations of mean differential rates.

Discussion

In this cross-sectional analysis, we found that, on average, about one-third of private practice psychotherapists did not accept insurance, operating solely in a private cash-pay market. Insurance acceptance also varied substantially across states. Our results, while offering new data on a broad swath of non-physician mental health providers, are largely consistent with other studies that have focused on psychiatrists’ acceptance of insurance. Studies estimate that between 25% and 45% of psychiatrists do not accept any insurance,18,28 a higher share than in other physician specialties. The share of psychiatrists accepting public insurance is estimated to be even lower, with the proportion of psychiatrists accepting Medicaid insurance decreasing from 48% to 35% between 2011 and 2015.19 Taken together, low insurance acceptance contributes to narrow mental health provider networks across health insurance markets and geographies,29,30 and even among those with health insurance coverage, contributes to out-of-network care,12,31,32 increased cost-sharing,14 and delays in care.32,33

It has been posited that low rates of insurance acceptance among mental health providers, particularly within public insurance programs like Medicaid,34,35 is driven at least partially by low reimbursement rates.36–40 A 2015 American Psychological Association survey of psychologists found that low reimbursement was the primary deterrent for this provider group to accept insurance.41 To this end, we found evidence of significant rate differentials between providers accepting insurance and those not accepting any insurance, with particularly notable rate differentials compared to Medicaid fee-for-service. On average, Medicaid rates were ∼40% lower, and as much as 73% lower, than cash pay rates, suggesting a significant financial opportunity cost for providers to accept Medicaid insurance. Our estimates, given data limitations, likely underestimate true cash-pay prices, which signals an even higher gap. Given the outsized role that Medicaid plays in covering individuals with mental health conditions, these rate disparities may serve as a built-in disincentive for providers to treat certain populations despite their disproportionate need. Moreover, a documented shortage of mental health providers, compounded by geographic maldistribution, affords providers the market power to stay outside of insurance networks and to command higher prices in the face of increased service demand. While we were unable to examine rate differentials compared to commercial rates, others have found widening gaps in-network and out-of-network costs, both in terms of prices paid by insurers and cost-sharing for patients.13 Thus, private pay rates continue to be higher than what insurance participation could otherwise afford.

Prior research has shown that patients, particularly women and younger age groups,42 have demonstrated a consistent preference for psychotherapy over pharmacologic treatment for common mental health concerns, including depression and anxiety.43 This may explain, in part, why, despite increasing out-of-pocket costs, utilization of psychotherapy has increased, with higher numbers of visits over time among those with any psychotherapy use.13 Nicole Benson and Zirui Song found that in 2017, commercially insured adults receiving in-network psychotherapy had an average 9.4 visits in a single year, while children receiving psychotherapy had 8.4 visits.13 A recent study similarly found that one in five outpatient mental health specialist visits for children and adolescents was self-pay, with psychologists and social workers most likely to see this population on a self-pay basis.44 Given that cash pay rates averaged above $150 per session in our analysis, these services may only be affordable to limited sectors of the population, exacerbating inequities in access to mental health care that tends to affect lower-income and racial and ethnic minoritized communities disproportionately.45,46

Recognizing this burden, state, and federal policymakers have implemented efforts to encourage greater mental health provider participation in insurance networks, particularly public insurance programs like Medicaid and Medicare.47 For example, a majority of Medicaid programs now offer individual and group therapy as a covered service, although there remains variation in required copayments and service limits across states.48 A number of states, including Oregon, North Carolina, and Virginia, have also engaged in large-scale efforts to improve workforce recruitment and retention, including through reimbursement increases across behavioral health provider types.49 The centers for medicare and medicaid services has also introduced payment increases for psychotherapy and counseling services in the outpatient setting in order to increase insurance acceptance in Medicare.50 While it is yet unclear whether these efforts will yield new provider participation in insurance markets, or will sustain providers already serving insured populations, these ongoing policies should be closely monitored and evaluated, with specific attention to their effects on access to the psychotherapy workforce.

Conclusion

Using 2023 online provider directory data, we find that about one-third of private practice psychotherapists and counselors accepted no insurance, and that insurance acceptance varied substantially across states. We also find significant reimbursement rate differentials, with Medicaid rates 40% lower than reported private pay rates. Taken together, low insurance acceptance across a broad swath of mental health provider types means that access to care is disproportionately dependent on patients’ ability to afford out-of-pocket payments—even when covered by insurance. While our findings are descriptive and rely on a database that may not represent all US private practice psychotherapists, they add to scant existing knowledge about private pay rates for an important mental health service that has experienced increased use and demand over time.

Supplementary Material

qxae110_Supplementary_Data

Acknowledgments

The authors acknowledge Alexander Hines, MS, for his assistance with parts of data collection.

Supplementary material

Supplementary material is available at Health Affairs Scholar online.

Funding

Dr. Zhu was supported by NIMH (K08MH123624).
==== Refs
References

1 Ijaz S , DaviesP, WilliamsCJ, KesslerD, LewisG, WilesN. Psychological therapies for treatment-resistant depression in adults. Cochrane Database Syst Rev. 2018;5 (5 ):CD010558.
2 David D , CristeaI, HofmannSG. Why cognitive behavioral therapy is the current gold standard of psychotherapy. Front Psychiatry. 2018;9 :4.29434552
3 Goodwin RD , DierkerLC, WuM, GaleaS, HovenCW, WeinbergerAH. Trends in U.S. depression prevalence from 2015 to 2020: The widening treatment gap. Am J Prev Med. 2022;63 (5 ):726–733.36272761
4 Lee B . National, state-level, and county-level prevalence estimates of adults aged ≥18 years self-reporting a lifetime diagnosis of depression—United States, 2020. MMWR Morb Mortal Wkly Rep. 2023;72 (24 ): 644 - 650. https://www.cdc.gov/mmwr/volumes/72/wr/mm7224a1.htm 37318995
5 Panchal N . Recent Trends in Mental Health and Substance Use Concerns Among Adolescents. KFF; 2024. https://www.kff.org/mental-health/issue-brief/recent-trends-in-mental-health-and-substance-use-concerns-among-adolescents/.
6 Zhu JM , MyersR, McConnellKJ, LevanderX, LinSC. Trends in outpatient mental health services use before and during the COVID-19 pandemic: Study examines trends in outpatient mental health service using before and during the COVID-19 pandemic. Health Aff (Millwood) 2022;41 (4 ):573–580.35377763
7 Lo J , RaeM, AminK, CoxC, PanchalN, MillerBF. Telehealth Has Played an Outsized Role Meeting Mental Health Needs During the COVID-19 Pandemic. KFF; 2022. https://www.kff.org/mental-health/issue-brief/telehealth-has-played-an-outsized-role-meeting-mental-health-needs-during-the-covid-19-pandemic/
8 McBain RK , SchulerMS, QureshiN, et al Expansion of telehealth availability for mental health care after state-level policy changes from 2019 to 2022. JAMA Netw Open 2023;6 (6 ):e2318045.37310741
9 SAMHSA . Key Substance Use and Mental Health Indicators in the United States: Results from the 2021 National Survey on Drug Use and Health. Center for Behavioral Health Statistics and Quality: Substance Abuse and Mental Health Services Administration . SAMHSA; 2022. https://www.samhsa.gov/data/report/2021-nsduh-annual-national-report
10 Wachino V , FrankRG, HumphreysK, O’BrienJ. The Kids Are Not All Right: The Urgent Need to Expand Effective Behavioral Health Services for Children and Youth. Brookings . 2021. https://www.brookings.edu/articles/the-kids-are-not-all-right-the-urgent-need-to-expand-effective-behavioral-health-services-for-children-and-youth/
11 Lopes L , KirzingerA, SparksG, StokesM, BrodiM. KFF/CNN Mental Health in America Survey–Findings-10015. KFF; 2022. https://www.kff.org/report-section/kff-cnn-mental-health-in-america-survey-findings/
12 Kyanko KA , CurryLA, BuschSH. Out-of-network provider use more likely in mental health than general health care among privately insured. Med Care. 2013;51 (8 ):699–705.23774509
13 Benson NM , SongZ. Prices and cost-sharing in-network vs. out-of-network for behavioral health, 2007-2017. Health Aff Proj Hope. 2020;39 (7 ):1210–1218.
14 Xu WY , SongC, LiY, RetchinSM. Cost-sharing disparities for out-of-network care for adults with behavioral health conditions. JAMA Netw Open. 2019;2 (11 ):e1914554.31693122
15 Stamm K , LinL, ChristidisP. Psychologists across the career span: Where do they practice? APA. 2017 ; 48 ( 10 ). https://www.apa.org/monitor/2017/11/datapoint
16 Khazan O. It’s Hard to Get Therapy Unless You’re White. The Atlantic. 2016. https://www.theatlantic.com/health/archive/2016/06/the-struggle-of-seeking-therapy-while-poor/484970/
17 Petersen A. Why it’s so hard to find a therapist who takes insurance [Internet]. Wall Str J. 2021. https://www.wsj.com/articles/why-its-so-hard-to-find-a-therapist-who-takes-insurance-11633442400
18 Bishop TF , PressMJ, KeyhaniS, PincusHA. Acceptance of insurance by psychiatrists and the implications for access to mental health care. JAMA Psychiatry. 2014;71 (2 ):176–181.24337499
19 Wen H , WilkAS, DrussBG, CummingsJR. Medicaid acceptance by psychiatrists before and after medicaid expansion. JAMA Psychiatry. 2019;76 (9 ):981.31166578
20 Benson NM , MyongC, NewhouseJP, FungV, HsuJ. Psychiatrist participation in private health insurance markets: Paucity in the land of plenty. Psychiatr Serv. 2020;71 (12 ):1232–1238.32811283
21 Bishop TF , SeirupJK, PincusHA, RossJS. Population of US practicing psychiatrists declined, 2003–13, which may help explain poor access to mental health care. Health Aff. 2016;35 (7 ):1271–1277.
22 Sinnenberg L , ButtenheimAM, PadrezK, ManchenoC, UngarL, MerchantRM. Twitter as a tool for health research: A systematic review. Am J Public Health. 2017;107 (1 ):e1–8.
23 Find a therapist, psychologist, counselor. Psychol Today. 2024. https://www.psychologytoday.com/us/therapists
24 Caron C. Mental Health Providers Are Busier Than Ever. Here’s How to Find One . NY Times. 2022. https://www.nytimes.com/2022/03/29/well/mind/therapist-mental-health-provider.html
25 Zhu JM , RenfroS, WatsonK, DeshmukhA, McConnellKJ. Medicaid reimbursement for psychiatric services: Comparisons across states and with medicare. Health Aff Proj Hope. 2023;42 (4 ):556–565.
26 United States Government Accountability Office . Medicaid Payment: Comparisons of Selected Services for Fee-for-Service, Managed Care, and Private Insurance. GAO; 2014. http://www.gao.gov/assets/670/664782.pdf
27 SAMHSA . Behavioral Health Spending & Use Accounts 2006-2015. SAMHSA; 2019. https://store.samhsa.gov/sites/default/files/d7/priv/bhsua-2006-2015-508.pdf
28 Carlo AD , BasuA, UnützerJ, JordanN. Acceptance of insurance by psychiatrists and other physicians, 2007–2016. Psychiatr Serv. 2023;appi.ps.202100669.
29 Zhu JM , MeiselbachMK, DrakeC, PolskyD. Psychiatrist networks in medicare advantage plans are substantially narrower than in medicaid and ACA Markets. Health Aff Proj Hope. 2023;42 (7 ):909–918.
30 Zhu JM , ZhangY, PolskyD. Networks in ACA marketplaces are narrower for mental health care than for primary care. Health Aff Proj Hope. 2017;36 (9 ):1624–1631.
31 Busch SH , KyankoKA. Incorrect provider directories associated with out-of-network mental health care and outpatient surprise bills|health affairs. Health Aff Proj Hope. 2020;39 (6 ):975–983.
32 Busch SH , KyankoK. Assessment of perceptions of mental health vs medical health plan networks among US adults with private insurance. JAMA Netw Open. 2021;4 (10 ):e2130770.34677592
33 Burman A , HaederSF, XuWY. Provider directory inaccuracy and timely access for mental health care. Am J Manag Care. 2023;29 (2 ):96–102.36811984
34 Donohue JM , GoetzJL, SongZ. Who gets mental health care? The role of burden and cash-paying markets. JAMA Health Forum. 2024;5 (3 ):e240210.38517427
35 Zhu JM , EisenbergM. Administrative frictions and the mental health workforce. JAMA Health Forum. 2024;5 (3 ):e240207.38517421
36 NBER . Increased Medicaid Reimbursement Rates Expand Access to Care. NBER; 2022. https://www.nber.org/bh-20193/increased-medicaid-reimbursement-rates-expand-access-care
37 Davenport S , MelekSP, PerlmanD. Addiction and mental health vs. physical health: Analyzing disparities in network use and provider reimbursement rates. Milliman Research Report. Accessed August 1, 2024. https://www.milliman.com/-/media/millima. 2017.
38 Mark TL , OlesiukW, AliMM, ShermanLJ, MutterR, TeichJL. Differential reimbursement of psychiatric services by psychiatrists and other medical providers. Psychiatr Serv. 2017;69 (3 ):281–285.29191138
39 Mark TL , ParishW, ZarkinGA, WeberE. Comparison of medicaid reimbursements for psychiatrists and primary care physicians. Psychiatr Serv. 2020;71 (9 ):947–950.32703119
40 Mark TL , OlesiukW, AliMM, ShermanLJ, MutterR, TeichJL. Differential reimbursement of psychiatric services by psychiatrists and other medical providers. Psychiatr Serv. 2018;69 (3 ):281–285.29191138
41 Hamp A , StammK, LinL, ChristidisP. APA survey of psychology health service providers. APA. 2015. Accessed August 1, 2024. https://www.apa.org/workforce/publications/15-health-service-providers/
42 Johansen ME , SickerK. Psychotherapy and psychiatry visits in the United States: A Study of MEPS, 2017-2019. J Am Board Fam Med. 2022;jabfm.2022.AP.210503.36096657
43 McHugh RK , WhittonSW, PeckhamAD, WelgeJA, OttoMW. Patient preference for psychological vs pharmacologic treatment of psychiatric disorders: A meta-analytic review. J Clin Psychiatry. 2013;74 (6 ):595–602.23842011
44 Overhage LN , BensonNM, FloresMW, CookBL. Self-pay outpatient mental health care for children and adolescents, by socioeconomic status. Psychiatr Serv. 2024;appips20230524.
45 McGuire TG , MirandaJ. Racial and ethnic disparities in mental health care: Evidence and policy implications. Health Aff Proj Hope. 2008;27 (2 ):393–403.
46 Panchal N , HillL, ArtigaS, HamelL. Racial and Ethnic Disparities in Mental Health Care: Findings from the KFF Survey of Racism, Discrimination and Health. KFF; 2024. https://www.kff.org/racial-equity-and-health-policy/issue-brief/racial-and-ethnic-disparities-in-mental-health-care-findings-from-the-kff-survey-of-racism-discrimination-and-health/? utm_campaign=KFF-Racial-Equity-Health-Policy&utm_medium=email&_hsmi=308448080&utm_content=308448080&utm_source=hs_email
47 Polsky D , GodwinA, PereraU, eds. Expanding Behavioral Health Care Workforce Participation in Medicare, Medicaid, and Marketplace Plans. National Academies Press; 2024. https://nap.nationalacademies.org/catalog/27759
48 KFF . Medicaid Behavioral Health Services: Individual Therapy. KFF; 2024. https://www.kff.org/medicaid/state-indicator/medicaid-behavioral-health-services-individual-therapy/
49 Saunders H , GuthM, EckartG. A Look at Strategies to Address Behavioral Health Workforce Shortages: Findings from a Survey of State Medicaid Programs. KFF; 2023. https://www.kff.org/medicaid/issue-brief/a-look-at-strategies-to-address-behavioral-health-workforce-shortages-findings-from-a-survey-of-state-medicaid-programs/
50 Seshamani M , JacobsD. Important New Changes to Improve Access to Behavioral Health in Medicare. CMS; 2024. https://www.cms.gov/blog/important-new-changes-improve-access-behavioral-health-medicare-0
