Imperative to accelerate research aligning real-time clinical demand with mental health supply
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Demand for clinically effective web-based mental health tools and services far exceeds supply.
“Moreover, the demand for clinically effective web-based mental health tools and services far exceeds the supply [8,9].”
From Providing Self-Led Mental Health Support Through an Artificial Intelligence–Powered Chat Bot (Leora) to Meet the Demand of Mental Health Care (2023) · cites this paper as [9]
The Introduction (page unavailable) describes increased need for child mental health care alongside strain on the supply of services. It does not establish that demand for clinically effective web-based tools and services far exceeds their supply; its discussion concerns child mental health care more broadly. (LLM, conf=0.87)
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Cites
A Global Measure of Perceived Stress
Cohen, S., Kamarck, T., & Mermelstein, R. (1983) · Journal of Health and Social Behavior · doi:10.2307/2136404 · Cited by 32,807 · see citing works
Loades, M. E., Chatburn, E., Higson-Sweeney, N., Reynolds, S., Shafran, R., Brigden, A., Linney, C., McManus, M. N., Borwick, C., & Crawley, E. (2020) · Journal of the American Academy of Child & Adolescent Psychiatry · doi:10.1016/j.jaac.2020.05.009 · Cited by 2,906 · see citing works
Racine, N., McArthur, B. A., Cooke, J. E., Eirich, R., Zhu, J., & Madigan, S. (2021) · JAMA Pediatrics · doi:10.1001/jamapediatrics.2021.2482 · Cited by 2,805 · see citing works
Mental health effects of school closures during COVID-19
Lee, J. (2020) · The Lancet Child & Adolescent Health · doi:10.1016/s2352-4642(20)30109-7 · Cited by 1,882 · see citing works
Singh, S., Roy, D., Sinha, K., Parveen, S., Sharma, G., & Joshi, G. (2020) · Psychiatry Research · doi:10.1016/j.psychres.2020.113429 · Cited by 1,727 · see citing works
Well-being of parents and children during the COVID-19 pandemic: A national survey
Patrick, S. W., Henkhaus, L. E., Zickafoose, J. S., Lovell, K., Halvorson, A., Loch, S., Letterie, M., & Davis, M. M. (2020) · Pediatrics · doi:10.1542/peds.2020-016824 · Cited by 1,200 · see citing works
Vision assessment using the NIH Toolbox
Varma, R., McKean‐Cowdin, R., Vitale, S., Slotkin, J., & Hays, R. D. (2013) · Neurology · doi:10.1212/wnl.0b013e3182876e0a · Cited by 1,197 · see citing works
Danielson, M. L., Bitsko, R. H., Ghandour, R. M., Holbrook, J. R., Kogan, M. D., & Blumberg, S. J. (2018) · Journal of Clinical Child & Adolescent Psychology · doi:10.1080/15374416.2017.1417860 · Cited by 1,181 · see citing works
Coronavirus disease 2019 (COVID-19) and mental health for children and adolescents
Golberstein, E., Wen, H., & Miller, B. F. (2020) · JAMA Pediatrics · doi:10.1001/jamapediatrics.2020.1456 · Cited by 1,140 · see citing works
Adolescent psychiatric disorders during the COVID-19 pandemic and lockdown
Guessoum, S. B., Lachal, J., Radjack, R., Carretier, E., Minassian, S., Benoit, L., & Moro, M. R. (2020) · Psychiatry Research · doi:10.1016/j.psychres.2020.113264 · Cited by 1,025 · see citing works
Xie, X., Xue, Q., Zhou, Y., Zhu, K., Liu, Q., Zhang, J., & Song, R. (2020) · JAMA Pediatrics · doi:10.1001/jamapediatrics.2020.1619 · Cited by 1,001 · see citing works
Whitney, D. G., & Peterson, M. D. (2019) · JAMA Pediatrics · doi:10.1001/jamapediatrics.2018.5399 · Cited by 770 · see citing works
Racial and Ethnic Health Disparities Related to COVID-19
Lopez, L., Hart, L. H., & Katz, M. H. (2021) · JAMA · doi:10.1001/jama.2020.26443 · Cited by 712 · see citing works
Yard, E., Radhakrishnan, L., Ballesteros, M. F., Sheppard, M., Gates, A., Stein, Z., Hartnett, K., Kite-Powell, A., Rodgers, L., Adjemian, J., et al. (2021) · MMWR. Morbidity and Mortality Weekly Report · doi:10.15585/mmwr.mm7024e1 · Cited by 624 · see citing works
Leeb, R. T., Bitsko, R. H., Radhakrishnan, L., Martinez, P., Njai, R., & Holland, K. M. (2020) · MMWR. Morbidity and Mortality Weekly Report · doi:10.15585/mmwr.mm6945a3 · Cited by 561 · see citing works
(2020) · doi:10.1542/peds.2020-007294 · Cited by 546 · see citing works
Suicide Ideation and Attempts in a Pediatric Emergency Department Before and During COVID-19
Hill, R. M., Rufino, K. A., Kurian, S. R., Saxena, J. E., Saxena, K., & Williams, L. L. (2020) · PEDIATRICS · doi:10.1542/peds.2020-029280 · Cited by 380 · see citing works
Five-Year Trends in US Children’s Health and Well-being, 2016-2020
Lebrun‐Harris, L. A., Ghandour, R. M., Kogan, M. D., & Warren, M. D. (2022) · Archives of Pediatrics and Adolescent Medicine · doi:10.1001/jamapediatrics.2022.0056 · Cited by 378 · see citing works
Increased Risk for Family Violence During the COVID-19 Pandemic
Humphreys, K. L., Myint, M. T., & Zeanah, C. H. (2020) · PEDIATRICS · doi:10.1542/peds.2020-0982 · Cited by 327 · see citing works
Suffering in silence: How COVID-19 school closures inhibit the reporting of child maltreatment
Baron, E. J., Goldstein, E. G., & Wallace, C. T. (2020) · Journal of Public Economics · doi:10.1016/j.jpubeco.2020.104258 · Cited by 316 · see citing works
Hillis, S. D., Unwin, H. J. T., Chen, Y., Cluver, L., Sherr, L., Goldman, P. S., Ratmann, O., Donnelly, C. A., Bhatt, S., Villaveces, A., et al. (2021) · The Lancet · doi:10.1016/s0140-6736(21)01253-8 · Cited by 299 · see citing works
COVID-19 and Health Equity—A New Kind of “Herd Immunity”
Williams, D. R., & Cooper, L. A. (2020) · JAMA · doi:10.1001/jama.2020.8051 · Cited by 285 · see citing works
Emotion assessment using the NIH Toolbox
Salsman, J. M., Butt, Z. A., Pilkonis, P. A., Cyranowski, J. M., Zill, N., Hendrie, H. C., Kupst, M. J., Kelly, M. A. R., Bode, R. K., Choi, S. W., et al. (2013) · Neurology · doi:10.1212/wnl.0b013e3182872e11 · Cited by 274 · see citing works
Racial and Ethnic Disparities in ADHD Diagnosis and Treatment
Coker, T., Elliott, M., Toomey, S., Schwebel, D., Cuccaro, P. M., Emery, S., Davies, S., Visser, S., & Schuster, M. (2016) · Pediatrics · doi:10.1542/peds.2016-0407 · Cited by 264 · see citing works
School Closure During the Coronavirus Disease 2019 (COVID-19) Pandemic
Esposito, S., & Principi, N. (2020) · Archives of Pediatrics and Adolescent Medicine · doi:10.1001/jamapediatrics.2020.1892 · Cited by 243 · see citing works
Pediatric Emergency Department Visits at US Children’s Hospitals During the COVID-19 Pandemic
DeLaroche, A. M., Rodean, J., Aronson, P. L., Fleegler, E. W., Florin, T. A., Goyal, M. K., Hirsch, A. W., Jain, S., Kornblith, A. E., Sills, M. R., et al. (2020) · PEDIATRICS · doi:10.1542/peds.2020-039628 · Cited by 230 · see citing works
COVID-19 and Adolescent Depression and Suicide Risk Screening Outcomes
Mayne, S. L., Hannan, C., Davis, M., Young, J. F., Kelly, M. K., Powell, M., Dalembert, G., McPeak, K. E., Jenssen, B. P., & Fiks, A. G. (2021) · PEDIATRICS · doi:10.1542/peds.2021-051507 · Cited by 205 · see citing works
Pelletier, J. H., Rakkar, J., Au, A. K., Fuhrman, D. Y., Clark, R. S. B., & Horvat, C. M. (2021) · JAMA Network Open · doi:10.1001/jamanetworkopen.2020.37227 · Cited by 185 · see citing works
Verlenden, J., Pampati, S., Rasberry, C. N., Liddon, N. C., Hertz, M. F., Kilmer, G., Viox, M. H., Lee, S., Cramer, N. K., Barrios, L. C., et al. (2021) · MMWR Morbidity and Mortality Weekly Report · doi:10.15585/mmwr.mm7011a1 · Cited by 179 · see citing works
Change in Youth Mental Health During the COVID-19 Pandemic in a Majority Hispanic/Latinx US Sample.
Penner, F., Ortiz, J. H., & Sharp, C. (2020) · Journal of the American Academy of Child and Adolescent Psychiatry · doi:10.1016/j.jaac.2020.12.027 · Cited by 172 · see citing works
Detecting and treating suicide ideation in all settings.
(2016) · PubMed · Cited by 143 · see citing works
Variability in ADHD Care in Community-Based Pediatrics
Epstein, J. N., Kelleher, K. J., Baum, R., Brinkman, W. B., Peugh, J., Gardner, W. P., Lichtenstein, P., & Langberg, J. M. (2014) · PEDIATRICS · doi:10.1542/peds.2014-1500 · Cited by 120 · see citing works
Berwick, D. M. (2020) · JAMA · doi:10.1001/jama.2020.6949 · Cited by 120 · see citing works
New Freedom Commission on Mental Health
Cunningham, D. L., & Mettrick, J. E. (2009) · Springer eBooks · doi:10.1007/978-0-387-71799-9_285 · Cited by 114 · see citing works
Shim, R. S., & Starks, S. M. (2021) · Psychiatric Services · doi:10.1176/appi.ps.202000725 · Cited by 106 · see citing works
Zima, B. T., Gay, J. C., Rodean, J., Doupnik, S. K., Rockhill, C., Davidson, A. P., & Hall, M. (2020) · Archives of Pediatrics and Adolescent Medicine · doi:10.1001/jamapediatrics.2020.0037 · Cited by 101 · see citing works
Self-citationConstantino, J. N., Şahin, M., Piven, J., Rodgers, R., & Tschida, J. (2020) · American Journal of Psychiatry · doi:10.1176/appi.ajp.2020.20060780 · Cited by 100 · see citing works
Estimates and projections of COVID-19 and parental death in the US
Kidman, R., Margolis, R., Smith-Greenaway, E., & Verdery, A. M. (2021) · JAMA Pediatrics · doi:10.1001/jamapediatrics.2021.0161 · Cited by 99 · see citing works
Pediatric Integrated Care Models: A Systematic Review
Burkhart, K. M., Asogwa, K., Muzaffar, N., & Gabriel, M. T. (2019) · Clinical Pediatrics · doi:10.1177/0009922819890004 · Cited by 97 · see citing works
Low-Income Children and Coronavirus Disease 2019 (COVID-19) in the US
Dooley, D. G., Bandealy, A., & Tschudy, M. M. (2020) · JAMA Pediatrics · doi:10.1001/jamapediatrics.2020.2065 · Cited by 87 · see citing works
Purtle, J., Nelson, K. L., Bruns, E. J., & Hoagwood, K. (2020) · Psychiatric Services · doi:10.1176/appi.ps.201900527 · Cited by 79 · see citing works
Child Abuse Awareness Month During the Coronavirus Disease 2019 Pandemic
Rosenthal, C. M., & Thompson, L. A. (2020) · Archives of Pediatrics and Adolescent Medicine · doi:10.1001/jamapediatrics.2020.1459 · Cited by 76 · see citing works
Zima, B. T., Bussing, R., Tang, L., Zhang, L., Ettner, S. L., Belin, T. R., & Wells, K. B. (2010) · Journal of the American Academy of Child & Adolescent Psychiatry · doi:10.1016/j.jaac.2010.08.012 · Cited by 72 · see citing works
Self-citationThe Behavioral Health System and Its Response to COVID-19: A Snapshot Perspective
Pinals, D. A., Hepburn, B. M., Parks, J., & Stephenson, A. H. (2020) · Psychiatric Services · doi:10.1176/appi.ps.202000264 · Cited by 68 · see citing works
Xiao, Y., Yip, P. S.-F., Pathak, J., & Mann, J. J. (2022) · JAMA Psychiatry · doi:10.1001/jamapsychiatry.2022.0818 · Cited by 63 · see citing works
Bernardini, F., Attademo, L., Rotter, M., & Compton, M. T. (2021) · Psychiatric Services · doi:10.1176/appi.ps.202000393 · Cited by 59 · see citing works
Davis, M., Rio, V., Farley, A. M., Bush, M. L., Beidas, R. S., & Young, J. F. (2020) · Psychiatric Services · doi:10.1176/appi.ps.202000207 · Cited by 36 · see citing works
Hamoda, H. M., Chiumento, A., Alonge, O., Hamdani, S. U., Saeed, K., Wissow, L., & Rahman, A. (2021) · Psychiatric Services · doi:10.1176/appi.ps.202000597 · Cited by 36 · see citing works
Assessing Child Abuse Hotline Inquiries in the Wake of COVID-19
Ortiz, R., Kishton, R. E., Šinko, L., Fingerman, M., Moreland, D., Wood, J. N., & Venkataramani, A. S. (2021) · Archives of Pediatrics and Adolescent Medicine · doi:10.1001/jamapediatrics.2021.0525 · Cited by 34 · see citing works
Child Opportunity Index and Changes in Pediatric Acute Care Utilization in the COVID-19 Pandemic
Fritz, C. Q., Fleegler, E. W., Souza, H. G. D., Richardson, T., Kaiser, S. V., Sills, M. R., Cooper, J. N., Parikh, K., Puls, H. T., DeLaroche, A. M., et al. (2022) · PEDIATRICS · doi:10.1542/peds.2021-053706 · Cited by 30 · see citing works
Zima, B. T., Edgcomb, J. B., Rodean, J., Cochran, S. D., Harle, C. A., Pathak, J., Tseng, C., & Bussing, R. (2022) · Psychiatric Services · doi:10.1176/appi.ps.202100582 · Cited by 30 · see citing works
Self-citationA Marshall Plan for Children’s Mental Health After COVID-19
Hoagwood, K., & Kelleher, K. J. (2020) · Psychiatric Services · doi:10.1176/appi.ps.202000258 · Cited by 25 · see citing works
Early brain and abdominal oxygenation in extremely low birth weight infants
Chock, V. Y., Smith, E., Tan, S., Ball, M. B., Das, A., Hintz, S. R., Kirpalani, H. M., Bell, E. F., Chalak, L. F., Carlo, W. A., et al. (2022) · Pediatric Research · doi:10.1038/s41390-022-02082-z · Cited by 23 · see citing works
Cummings, J. R., Wilk, A. S., & Connors, E. H. (2022) · Archives of Pediatrics and Adolescent Medicine · doi:10.1001/jamapediatrics.2022.0094 · Cited by 19 · see citing works
Marti, F., Pourat, N., Lee, C. W., & Zima, B. T. (2021) · Administration and Policy in Mental Health and Mental Health Services Research · doi:10.1007/s10488-021-01157-z · Cited by 16 · see citing works
Self-citationAchieving equity through science and integrity: dismantling race-based medicine
Wright, J. L., Freed, G. L., Hendricks‐Muñoz, K. D., Jarvis, J. N., Maldonado, Y., Raphael, J. L., Schnadower, D., Sims, B., Bogue, C. W., Leonard, M. B., et al. (2022) · Pediatric Research · doi:10.1038/s41390-022-02041-8 · Cited by 16 · see citing works
Self-citationChild Maltreatment Prevention in the Era of Coronavirus Disease 2019
Greeley, C. S. (2020) · Archives of Pediatrics and Adolescent Medicine · doi:10.1001/jamapediatrics.2020.2776 · Cited by 12 · see citing works
Coronavirus Disease 2019 and Effects of School Closure for Children and Their Families
Graves, J. M., Mackelprang, J. L., & Abshire, D. A. (2020) · Archives of Pediatrics and Adolescent Medicine · doi:10.1001/jamapediatrics.2020.3589 · Cited by 10 · see citing works
Maternal occupational exposure to chemicals and child cognitive function
Ish, J. L., Symanski, E., Gimeno, D., Casas, M., Delclos, G. L., Guxens, M., Ibarluzea, J. M., Íñiguez, C., Lertxundi, A., Rebagliato, M., et al. (2022) · Pediatric Research · doi:10.1038/s41390-022-02089-6 · Cited by 8 · see citing works
Omega-3 fatty acids and autonomic function in adolescents with anorexia: A randomized trial
Harrison, T. M., Brown, R., Bonny, A. E., Manos, B. E., & Bravender, T. D. (2022) · Pediatric Research · doi:10.1038/s41390-022-02058-z · Cited by 8 · see citing works
Yu, Y. H., Ma, Q., & Groth, S. W. (2022) · Pediatric Research · doi:10.1038/s41390-022-02084-x · Cited by 6 · see citing works
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“Moreover, the demand for clinically effective web-based mental health tools and services far exceeds the supply [8,9].”
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- Authors
- Zima, B. T., Devaskar, S. U., on behalf of the Pediatric Policy COUNCIL, Shah, S., Patel, M., Raphael, J., Pursley, D., Keller, D., Cheng, T., Javier, J., & Lee, L.
- Affiliations
- University of California, Los Angeles (US)
- Corresponding author
- Zima, Bonnie T.
- ORCID
- Venue
- Pediatric Research
- Published
- 2022-09-14
- Volume
- 92
- Issue
- 4
- Pages
- 917-920
- ISSN
- 0031-3998 (ISSN-L)
- 1530-0447
- PMC
- PMC9472179
- OpenAlex
- W4295579024
- Cited by
- 5
- References
- 61
- Citations by year
- 2024: 3 · 2023: 2
- FWCI
- 1.18
- Type
- journal article
- Language
- en
- Open access
- bronze
- doi.org
- Licence
- Locations
- Pediatric Research (publishedVersion)
- PubMed Central (publishedVersion)
- PubMed (publishedVersion)
- Topics
- Social Sciences › Psychology › Social Psychology › Mental Health Treatment and Access
- Health Sciences › Medicine › Public Health, Environmental and Occupational Health › Health and Medical Research Impacts
- Social Sciences › Psychology › Clinical Psychology › Child and Adolescent Psychosocial and Emotional Development
- Keywords
- child and adolescent mental health, mental health research priorities, research acceleration, mental health treatment gap, child and adolescent depression, childhood anxiety, COVID-19 pandemic mental health, school closures, telemedicine, mental health professionals
- MeSH terms
- Health Services Needs and Demand, Mental Health
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