Validity study of the K6 scale as a measure of moderate mental distress based on mental health treatment need and utilization
Open accessAbstract
The widely-used Kessler K6 non-specific distress scale screens for severe mental illness defined as a K6 score ≥ 13, estimated to afflict about 6% of US adults. The K6, as currently used, fails to capture individuals struggling with more moderate mental distress that nonetheless warrants mental health intervention. The current study determined a cutoff criterion on the K6 scale indicative of moderate mental distress based on mental health treatment need and assessed the validity of this criterion by comparing participants with identified moderate and severe mental distress on relevant clinical, impairment, and risk behavior measures. Data were analyzed from 50,880 adult participants in the 2007 California Health Interview Survey. Receiver operating characteristic curve analysis identified K6 ≥ 5 as the optimal lower threshold cut-point indicative of moderate mental distress. Based on the K6, 8.6% of California adults had serious mental distress and another 27.9% had moderate mental distress. Correlates of moderate and serious mental distress were similar. Respondents with moderate mental distress had rates of mental health care utilization, impairment, substance use and other risks lower than respondents with serious mental distress and greater than respondents with none/low mental distress. The findings support expanded use and analysis of the K6 scale in quantifying and examining correlates of mental distress at a moderate, yet still clinically relevant, level.
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Psychological distress poses risk for subsequent mental disorders and causes marked impairment.
“Psychological distress poses risk for subsequent mental disorders and causes marked impairment. 13,14”
From Guided self-help to reduce psychological distress in South Sudanese female refugees in Uganda: A cluster randomised trial (2020) · cites this paper as [14]
The Discussion (page unavailable) reports that moderate mental distress affected work, household, social, and other functioning, supporting the impairment portion. The paper does not establish that distress increases the risk of subsequent mental disorders, and its findings on impairment do not establish causation. (LLM, conf=0.87)
Experimental — accuracy not yet measuredScoring 13 or higher on the K6 indicates a high likelihood of having a serious mental disorder causing functional limitations requiring treatment.
“scoring 13 or higher on the K6, which in studies done in other settings 14 indicates a high likelihood of having a serious mental disorder causing functional limitations requiring treatment”
From Guided self-help to reduce psychological distress in South Sudanese female refugees in Uganda: A cluster randomised trial (2020) · cites this paper as [14]
The Abstract defines the K6 cutoff of 13 as a screen for serious mental illness involving a DSM-IV disorder and significant impairment. It does not establish that a person scoring 13 or higher has a high likelihood of that diagnosis or necessarily requires treatment; the Discussion addresses treatment need chiefly when evaluating a lower cutoff for moderate distress. The cited passages have no page numbers in our copy. (LLM, conf=0.83)
Experimental — accuracy not yet measured
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Cites
The meaning and use of the area under a receiver operating characteristic (ROC) curve.
Hanley, J. A., & McNeil, B. J. (1982) · Radiology · doi:10.1148/radiology.143.1.7063747 · Cited by 21,856 · see citing works
KESSLER, R. C., ANDREWS, G., COLPE, L. J., HIRIPI, E., MROCZEK, D. K., NORMAND, S.-L. T., WALTERS, E. E., & ZASLAVSKY, A. M. (2002) · Psychological Medicine · doi:10.1017/s0033291702006074 · Cited by 10,327 · see citing works
Screening for serious mental illness in the general population
Kessler, R. C., Barker, P. R., Colpe, L. J., Epstein, J. F., Gfroerer, J. C., Hiripi, E., Howes, M. J., Normand, S.-L. T., Manderscheid, R. W., Walters, E. E., et al. (2003) · Archives of General Psychiatry · doi:10.1001/archpsyc.60.2.184 · Cited by 5,692 · see citing works
Mental Health: A Report of the Surgeon General
United States. Public Health Service. Office of the Surgeon General (1999) · PsycEXTRA Dataset · doi:10.1037/e636982009-001 · Cited by 3,105 · see citing works
Smoking and Mental Illness: A Population-Based Prevalence Study
Lasser, K., Boyd, J. W., Woolhandler, S., Himmelstein, D. U., McCormick, D., & Bor, D. H. (2000) · JAMA · doi:10.1001/jama.284.20.2606 · Cited by 2,508 · see citing works
FURUKAWA, T. A., KESSLER, R. C., SLADE, T., & ANDREWS, G. (2003) · Psychological Medicine · doi:10.1017/s0033291702006700 · Cited by 1,570 · see citing works
Kessler, R. C., Green, J. G., Gruber, M. J., Sampson, N. A., Bromet, E., Cuitan, M., Furukawa, T. A., Gureje, O., Hinkov, H., Hu, C., et al. (2010) · International Journal of Methods in Psychiatric Research · doi:10.1002/mpr.310 · Cited by 1,434 · see citing works
Mental health: A report of the surgeon general
Marrelli, T. M. (2000) · Home Care Provider · doi:10.1067/mhc.2000.108190 · Cited by 1,025 · see citing works
The global burden of disease in 1990: summary results, sensitivity analysis and future directions.
Murray, C. J. L., López, A. D., & Jamison, D. T. (1994) · PubMed · Cited by 524 · see citing works
Increased Medical Costs of a Population-Based Sample of Depressed Elderly Patients
Katon, W. J., Lin, E. H. B., Russo, J. E., & Unützer, J. (2003) · Archives of General Psychiatry · doi:10.1001/archpsyc.60.9.897 · Cited by 500 · see citing works
Kessler, R. C., Heeringa, S., Lakoma, M. D., Petukhova, M., Rupp, A. E., Schoenbaum, M., Wang, P. S., & Zaslavsky, A. M. (2008) · American Journal of Psychiatry · doi:10.1176/appi.ajp.2008.08010126 · Cited by 486 · see citing works
Physical Activity, Sedentary Index, and Mental Disorders in the SUN Cohort Study
Sánchez‐Villegas, A., Ara, I., Guillén‐Grima, F., Bes‐Rastrollo, M., Cenarruzabeitia, J. J. V., & Martínez‐González, M. Á. (2008) · Medicine & Science in Sports & Exercise · doi:10.1249/mss.0b013e31816348b9 · Cited by 204 · see citing works
Miles, H. L., Johnson, S., Afuwape, S. A., Finch, E., Leese, M., & Thornicroft, G. (2003) · Psychiatric Services · doi:10.1176/appi.ps.54.4.554 · Cited by 110 · see citing works
Predictive gender and education bias in Kessler's psychological distress Scale (k10)
Baillie, A. (2005) · Social Psychiatry and Psychiatric Epidemiology · doi:10.1007/s00127-005-0935-9 · Cited by 90 · see citing works
A Minimally Intrusive Method for Sampling Persons in Random Digit Dial Surveys
Rizzo, L. (2004) · Public Opinion Quarterly · doi:10.1093/poq/nfh014 · Cited by 88 · see citing works
Self-reported frequent mental distress among adults--United States, 1993-2001.
Gerberding, J., Director, D. H. E., Snider, Popovic, T., Marks, J., Ward, J. W., Editor, Hewitt, S. M. A., Weatherwax, D. W., Malloy, S. M., et al. (2004) · MMWR. Morbidity and mortality weekly report · doi:10.1001/jama.292.20.2458 · Cited by 68 · see citing works
Vedsted, P., Fink, P., Sørensen, H. T., & Olesen, F. (2003) · Social Science & Medicine · doi:10.1016/j.socscimed.2003.11.027 · Cited by 61 · see citing works
Self-reported frequent mental distress among adults--United States, 1993-2001.
(2004) · PubMed · Cited by 57 · see citing works
Veldhuizen, S., Cairney, J., Kurdyak, P. A., & Streiner, D. L. (2007) · The Canadian Journal of Psychiatry · doi:10.1177/070674370705200408 · Cited by 55 · see citing works
Mental Health in the United States
Sheeley, W. F. (1961) · Psychosomatics · doi:10.1016/s0033-3182(61)72830-0 · Cited by 37 · see citing works
Community-based participatory research in the California Health Interview Survey.
Brown, E. R., Holtby, S., Zahnd, E. G., & Abbott, G. (2005) · Europe PMC (PubMed Central) · Cited by 29 · see citing works
Indig, D., Eyeson‐Annan, M., Copeland, J., & Conigrave, K. M. (2007) · BMC Public Health · doi:10.1186/1471-2458-7-46 · Cited by 19 · see citing works
Mental health status and use of mental health services by California adults.
Grant, D., Kravitz‐Wirtz, N., Aguilar‐Gaxiola, S., Sribney, W. M., Aydin, M. H., & Brown, E. R. (2010) · PubMed · Cited by 8 · see citing works
Flagged first, then by citations
Research works printed but not linked: 1
- SAS Institute Inc SAS/STAT ® 9.2 User's Guide 2009 SAS Institute Inc. Cary, NC Second Edition
Cited by
Sorted by citations
Sibley, C. G., Greaves, L. M., Satherley, N., Wilson, M., Overall, N. C., Lee, C. H. J., Milojev, P., Bulbulia, J. A., Osborne, D., Milfont, T. L., et al. (2020) · American Psychologist · doi:10.1037/amp0000662 · Cited by 809 · see citing works
Consequences of Routine Work-Schedule Instability for Worker Health and Well-Being
Schneider, D., & Harknett, K. (2019) · American Sociological Review · doi:10.1177/0003122418823184 · Cited by 502 · see citing works
Gonzales, G., Przedworski, J. M., & Henning‐Smith, C. (2016) · JAMA Internal Medicine · doi:10.1001/jamainternmed.2016.3432 · Cited by 420 · see citing works
Mental distress among U.S. adults during the COVID-19 pandemic
Twenge, J. M., & Joiner, T. E. (2020) · Journal of Clinical Psychology · doi:10.1002/jclp.23064 · Cited by 330 · see citing works
"I Hear You, I Feel You": Encouraging Deep Self-disclosure through a Chatbot
Lee, Y.-C., Yamashita, N., Huang, Y., & Fu, W. (2020) · Proceedings of the 2020 CHI Conference on Human Factors in Computing Systems · doi:10.1145/3313831.3376175 · Cited by 339 · see citing works
Coombs, N. C., Meriwether, W. E., Caringi, J., & Newcomer, S. R. (2021) · SSM - Population Health · doi:10.1016/j.ssmph.2021.100847 · Cited by 333 · see citing works
Sanghera, J., Pattani, N., Hashmi, Y., Varley, K. F., Cheruvu, M. S., Bradley, A., & Burke, J. R. (2020) · Journal of Occupational Health · doi:10.1002/1348-9585.12175 · Cited by 274 · see citing works
Parents’ Adverse Childhood Experiences and Their Children’s Behavioral Health Problems
Schickedanz, A. B., Halfon, N., Sastry, N., & Chung, P. J. (2018) · PEDIATRICS · doi:10.1542/peds.2018-0023 · Cited by 268 · see citing works
Tol, W. A., Leku, M. R., Lakin, D. P., Carswell, K., Augustinavicius, J., Adaku, A., Au, T. M., Brown, F. L., Bryant, R. A., Garcia-Moreno, C., et al. (2020) · The Lancet Global Health · doi:10.1016/s2214-109x(19)30504-2 · Cited by 249 · see citing works
“34 We applied the standard cutoff for moderate levels of psychological distress (≥5) 14 with internal consistency (Cronbach α) of 0·65.”
BackgroundMethodMunasinghe, S., Sperandei, S., Freebairn, L., Conroy, E., Jani, H., Marjanovic, S., & Page, A. (2020) · Journal of Adolescent Health · doi:10.1016/j.jadohealth.2020.08.008 · Cited by 223 · see citing works
Yáñez, J. A., Afshar Jahanshahi, A., Alvarez-Risco, A., Li, J., & Zhang, S. X. (2020) · The American Journal of Tropical Medicine and Hygiene · doi:10.4269/ajtmh.20-0800 · Cited by 200 · see citing works
Hammer, J. H., Parent, M. C., & Spiker, D. A. (2018) · Journal of Counseling Psychology · doi:10.1037/cou0000248 · Cited by 207 · see citing works
The effects of air pollution on individual psychological distress
Sass, V., Kravitz‐Wirtz, N., Karceski, S. M., Hajat, A., Crowder, K. D., & Takeuchi, D. T. (2017) · Health & Place · doi:10.1016/j.healthplace.2017.09.006 · Cited by 201 · see citing works
Lee, Y., Yamashita, N., & Huang, Y. (2020) · Proceedings of the ACM on Human-Computer Interaction · doi:10.1145/3392836 · Cited by 195 · see citing works
Yamamoto, T., Uchiumi, C., Suzuki, N., Yoshimoto, J., & Murillo‐Rodríguez, E. (2020) · International Journal of Environmental Research and Public Health · doi:10.3390/ijerph17249382 · Cited by 201 · see citing works
Does self-stigma reduce the probability of seeking mental health information?
Lannin, D. G., Vogel, D. L., Brenner, R. E., Abraham, W. T., & Heath, P. J. (2015) · Journal of Counseling Psychology · doi:10.1037/cou0000108 · Cited by 188 · see citing works
Air Pollution and Mental Health: Evidence from China
Chen, S., Oliva, P., & Zhang, P. (2018) · National Bureau of Economic Research · doi:10.3386/w24686 · Cited by 181 · see citing works
Bigelow, R. T., Semenov, Y. R., du Lac, S., Hoffman, H. J., & Agrawal, Y. (2015) · Journal of Neurology Neurosurgery & Psychiatry · doi:10.1136/jnnp-2015-310319 · Cited by 177 · see citing works
Kim, J. E., & Zane, N. W. S. (2015) · Cultural Diversity & Ethnic Minority Psychology · doi:10.1037/cdp0000056 · Cited by 168 · see citing works
Poverty dynamics and parental mental health: Determinants of childhood mental health in the UK
Fitzsimons, E., Goodman, A. T., Kelly, E. A., & Smith, J. P. (2016) · Social Science & Medicine · doi:10.1016/j.socscimed.2016.12.040 · Cited by 153 · see citing works
Furuyashiki, A., Tabuchi, K., Norikoshi, K., Kobayashi, T., & Oriyama, S. (2019) · Environmental Health and Preventive Medicine · doi:10.1186/s12199-019-0800-1 · Cited by 149 · see citing works
The influence of psychological symptoms on mental health literacy of college students.
Kim, J. E., Saw, A., & Zane, N. W. S. (2015) · American Journal of Orthopsychiatry · doi:10.1037/ort0000074 · Cited by 152 · see citing works
Mojtabai, R., & Jorm, A. F. (2015) · Journal of Affective Disorders · doi:10.1016/j.jad.2014.12.039 · Cited by 138 · see citing works
Venkataramani, A. S., Shah, S. J., O’Brien, R., Kawachi, I. I., & Tsai, A. C. (2017) · The Lancet Public Health · doi:10.1016/s2468-2667(17)30047-6 · Cited by 143 · see citing works
Perceived Neighborhood Safety, Social Cohesion, and Psychological Health of Older Adults
Choi, Y. J., & Matz-Costa, C. J. (2017) · The Gerontologist · doi:10.1093/geront/gnw187 · Cited by 128 · see citing works
Discrimination hurts: The effect of discrimination on the development of chronic pain
Brown, T. T., Partanen, J., Chuong, L., Villaverde, V., Griffin, A. C., & Mendelson, A. (2018) · Social Science & Medicine · doi:10.1016/j.socscimed.2018.03.015 · Cited by 128 · see citing works
Kaul, S., Avila, J. C., Mutambudzi, M. S., Russell, H. V., Kirchhoff, A. C., & Schwartz, C. L. (2016) · Cancer · doi:10.1002/cncr.30417 · Cited by 127 · see citing works
Kang, Y., Guo, W., Xu, H. Y., Chen, Y.-H., Li, X., Tan, Z.-P., Li, N., Gesang, Z.-R., Wang, Y., Liu, C., et al. (2015) · Comprehensive Psychiatry · doi:10.1016/j.comppsych.2015.08.011 · Cited by 126 · see citing works
MSM and Drug Use: A Latent Class Analysis of Drug Use and Related Sexual Risk Behaviors
McCarty-Caplan, D., Jantz, I., & Swartz, J. A. (2013) · AIDS and Behavior · doi:10.1007/s10461-013-0622-x · Cited by 125 · see citing works
Depression and psychological distress in US adults with atopic dermatitis
Cheng, B. T., & Silverberg, J. I. (2019) · Annals of Allergy Asthma & Immunology · doi:10.1016/j.anai.2019.06.002 · Cited by 123 · see citing works
Acevedo, G. A., Ellison, C. G., & Xu, X.-H. (2014) · Society and Mental Health · doi:10.1177/2156869313520558 · Cited by 70 · see citing works
Are all risks equal? Early experiences of poverty-related risk and children’s functioning.
Roy, A. L., & Raver, C. C. (2014) · Journal of Family Psychology · doi:10.1037/a0036683 · Cited by 114 · see citing works
Housing stress and mental health of migrant populations in urban China
Li, J., & Liu, Z. (2018) · Cities · doi:10.1016/j.cities.2018.04.006 · Cited by 113 · see citing works
Bigelow, R. T., Reed, N. S., Brewster, K., Huang, A., Rebok, G. W., Rutherford, B. R., & Lin, F. R. (2020) · JAMA Network Open · doi:10.1001/jamanetworkopen.2020.10986 · Cited by 104 · see citing works
Ahmed, F., Zhao, F., & Faraz, N. A. (2020) · Frontiers in Psychology · doi:10.3389/fpsyg.2020.01898 · Cited by 104 · see citing works
Schenck-Fontaine, A., & Panico, L. (2019) · Demography · doi:10.1007/s13524-019-00833-y · Cited by 101 · see citing works
Jokela, M., & Laakasuo, M. (2023) · Journal of Psychiatric Research · doi:10.1016/j.jpsychires.2023.05.034 · Cited by 101 · see citing works
Lelutiu‐Weinberger, C., English, D., & Sandanapitchai, P. (2020) · Behavioral Medicine · doi:10.1080/08964289.2020.1725414 · Cited by 98 · see citing works
The effects of temperature on mental health: evidence from China
Hua, Y., Qiu, Y., & Tan, X. (2022) · Journal of Population Economics · doi:10.1007/s00148-022-00932-y · Cited by 98 · see citing works
Herman, D. R., Afulani, P. A., Coleman‐Jensen, A., & Harrison, G. G. (2015) · American Journal of Public Health · doi:10.2105/ajph.2015.302712 · Cited by 98 · see citing works
Afek, A., Ben-Avraham, R., Davidov, A., Cohen, N., Yehuda, A. B., Gilboa, Y., & Nahum, M. (2021) · Frontiers in Psychiatry · doi:10.3389/fpsyt.2020.608588 · Cited by 99 · see citing works
Prevalence of mental disorders and mental health service use in Japan
Nishi, D., Ishikawa, H., & Kawakami, N. (2019) · Psychiatry and Clinical Neurosciences · doi:10.1111/pcn.12894 · Cited by 94 · see citing works
Clinical use of the Kessler psychological distress scales with culturally diverse groups
Stolk, Y., Kaplan, I., & Szwarc, J. (2014) · International Journal of Methods in Psychiatric Research · doi:10.1002/mpr.1426 · Cited by 92 · see citing works
The Relationship Between Education and Pain Among Adults Aged 30–49 in the United States
Zajacova, A., Rogers, R. G., Grodsky, E., & Grol-Prokopczyk, H. (2020) · Journal of Pain · doi:10.1016/j.jpain.2020.03.005 · Cited by 92 · see citing works
Physical, Mental, and Financial Stress Impacts of COVID-19 on Early Childhood Educators
Swigonski, N. L., James, B., Wynns, W., & Casavan, K. (2021) · Early Childhood Education Journal · doi:10.1007/s10643-021-01223-z · Cited by 96 · see citing works
Umucu, E., Fortuna, K. L., Jung, H., Białuńska, A., Lee, B., Mangadu, T., Storm, M., Ergün, G., Mozer, D. A., & Brooks, J. (2021) · Rehabilitation Counseling Bulletin · doi:10.1177/00343552211043261 · Cited by 89 · see citing works
Information, awareness, and mental health: Evidence from air pollution disclosure in China
Xie, T., Yuan, Y., & Zhang, H. (2023) · Journal of Environmental Economics and Management · doi:10.1016/j.jeem.2023.102827 · Cited by 87 · see citing works
Food Insecurity and Health Outcomes Among Older Adults: The Role of Cost-Related Medication Underuse
Afulani, P. A., Herman, D. R., Coleman‐Jensen, A., & Harrison, G. G. (2015) · Journal of Nutrition in Gerontology and Geriatrics · doi:10.1080/21551197.2015.1054575 · Cited by 86 · see citing works
Single parent households and increased child asthma morbidity
Moncrief, T., Beck, A. F., Simmons, J. M., Huang, B., & Kahn, R. S. (2013) · Journal of Asthma · doi:10.3109/02770903.2013.873806 · Cited by 85 · see citing works
Factors of parental COVID-19 vaccine hesitancy: A cross sectional study in Japan
Horiuchi, S., Sakamoto, H., Abe, S. K., Shinohara, R., Kushima, M., Otawa, S., Yui, H., Akiyama, Y., Ooka, T., Kojima, R., et al. (2021) · PLoS ONE · doi:10.1371/journal.pone.0261121 · Cited by 85 · see citing works
Cost‐related medication nonadherence among adolescent and young adult cancer survivors
Kaul, S., Avila, J. C., Mehta, H. B., Rodriguez, A. M., Kuo, Y., & Kirchhoff, A. C. (2017) · Cancer · doi:10.1002/cncr.30648 · Cited by 83 · see citing works
Loneliness, ageism, and mental health: The buffering role of resilience in seniors
Ribeiro-Gonçalves, J. A., Costa, P. A., & Leal, I. M. P. (2022) · International Journal of Clinical and Health Psychology · doi:10.1016/j.ijchp.2022.100339 · Cited by 85 · see citing works
Health and Mental Health Effects of Local Immigration Enforcement
Wang, J. S., & Kaushal, N. (2018) · International Migration Review · doi:10.1177/0197918318791978 · Cited by 80 · see citing works
Lederer, A. M., & Hoban, M. T. (2022) · Journal of American College Health · doi:10.1080/07448481.2020.1834401 · Cited by 81 · see citing works
Guo, W., Tao, Y., Li, X., Xia, L., Meng, Y., Yang, X., Wang, H., Zhang, Y., Tang, W., Wang, Q., et al. (2020) · Journal of Medical Internet Research · doi:10.2196/17560 · Cited by 79 · see citing works
Ford, M., & Håkansson, A. (2020) · PLoS ONE · doi:10.1371/journal.pone.0227644 · Cited by 78 · see citing works
The effect of California’s paid family leave policy on parent health: a quasi-experimental study.
Lee, B. C., Modrek, S., White, J. S., Batra, A., Collin, D. F., & Hamad, R. (2020) · Social Science & Medicine · doi:10.1016/j.socscimed.2020.112915 · Cited by 73 · see citing works
Tol, W. A., Augustinavicius, J., Carswell, K., Brown, F. L., Adaku, A., Leku, M. R., García-Moreno, C., Ventevogel, P., White, R. G., & van Ommeren, M. (2018) · Global Mental Health · doi:10.1017/gmh.2018.14 · Cited by 69 · see citing works
“A person who scored five or above (moderate psychological distress) on the K6 was considered eligible for inclusion in the study (Prochaska et al., 2012).”
BackgroundTiming of diagnosis, depression and self-harm in adolescents with autism spectrum disorder
Hosozawa, M., Sacker, A., & Cable, N. (2020) · Autism · doi:10.1177/1362361320945540 · Cited by 72 · see citing works
The burden of generalized anxiety disorder in Canada
Pelletier, L., O’Donnell, S. C., McRae, L., & Grenier, J. (2017) · Health Promotion and Chronic Disease Prevention in Canada · doi:10.24095/hpcdp.37.2.04 · Cited by 71 · see citing works
Lifetime and perceived stress, social support, loneliness, and health in autistic adults.
Moseley, R. L., Turner-Cobb, J. M., Spahr, C. M., Shields, G. S., & Slavich, G. M. (2021) · Health Psychology · doi:10.1037/hea0001108 · Cited by 71 · see citing works
Epilepsy care during the COVID‐19 pandemic
Cross, J. H., Kwon, C., Asadi‐Pooya, A. A., Balagura, G., Gómez‐Iglesias, P., Guekht, A. B., Hall, J., Ikeda, A., Kishk, N. A., Murphy, P., et al. (2021) · Epilepsia · doi:10.1111/epi.17045 · Cited by 71 · see citing works
Martinez, S. A., Beebe, L. A., Thompson, D. M., Wagener, T. L., Terrell, D. R., & Campbell, J. E. (2018) · PLoS ONE · doi:10.1371/journal.pone.0192451 · Cited by 71 · see citing works
Mental Health in Engineering Education: Identifying Population and Intersectional Variation
Danowitz, A., & Beddoes, K. (2022) · IEEE Transactions on Education · doi:10.1109/te.2022.3182626 · Cited by 69 · see citing works
Pediatric Palliative Care Parents’ Distress, Financial Difficulty, and Child Symptoms
Boyden, J. Y., Hill, D. L., Nye, R. T., Bona, K. O., Johnston, E. E., Hinds, P. S., Friebert, S. E., Kang, T. I., Hays, R., Hall, M., et al. (2021) · Journal of Pain and Symptom Management · doi:10.1016/j.jpainsymman.2021.08.004 · Cited by 66 · see citing works
Rhee, T. G., Evans, R., McAlpine, D. D., & Johnson, P. J. (2016) · Journal of Primary Care & Community Health · doi:10.1177/2150131916671229 · Cited by 66 · see citing works
Nishi, D., Susukida, R., Usuda, K., Mojtabai, R., & Yamanouchi, Y. (2018) · Journal of Affective Disorders · doi:10.1016/j.jad.2018.07.016 · Cited by 67 · see citing works
Factors associated with persistently high-cost health care utilization for musculoskeletal pain
Lentz, T. A., Harman, J. S., Marlow, N. M., Beneciuk, J. M., Fillingim, R. B., & George, S. Z. (2019) · PLoS ONE · doi:10.1371/journal.pone.0225125 · Cited by 63 · see citing works
Intergenerational Associations between Parents’ and Children’s Adverse Childhood Experience Scores
Schickedanz, A. B., Escarce, J. J., Halfon, N., Sastry, N., & Chung, P. J. (2021) · Children · doi:10.3390/children8090747 · Cited by 69 · see citing works
Delgado-Serrano, M. D. M., Melichová, K., Fadden, I. M., & Cruz-Piedrahita, C. (2024) · Land Use Policy · doi:10.1016/j.landusepol.2024.107087 · Cited by 63 · see citing works
Exploring Social Media Rumination: Associations With Bullying, Cyberbullying, and Distress
Parris, L. N., Lannin, D. G., Hynes, K., & Yazedjian, A. (2020) · Journal of Interpersonal Violence · doi:10.1177/0886260520946826 · Cited by 62 · see citing works
Lawrence, D. M., & Williams, J. M. (2015) · Nicotine & Tobacco Research · doi:10.1093/ntr/ntv272 · Cited by 60 · see citing works
Discrimination and Subsequent Mental Health, Substance Use, and Well-being in Young Adults
Lei, Y. Y., Shah, V. V., Biely, C., JACKSON, N. J., Dudovitz, R., Barnert, E. S., Hotez, E., Guerrero, A. D., Bui, A. L., Sastry, N., et al. (2021) · PEDIATRICS · doi:10.1542/peds.2021-051378 · Cited by 59 · see citing works
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Dodd, H. F., Nesbit, R. J., & FitzGibbon, L. (2022) · Child Psychiatry & Human Development · doi:10.1007/s10578-022-01363-2 · Cited by 59 · see citing works
Wright, C. J., Wilson, S., Hammer, J. H., Hargis, L., Miller, M. E., & Usher, E. L. (2023) · Journal of Engineering Education · doi:10.1002/jee.20551 · Cited by 59 · see citing works
Financial worry and psychological distress among cancer survivors in the United States, 2013—2018
Dee, E. C., Nipp, R. D., Muralidhar, V., Yu, Z., Butler, S. S., Mahal, B. A. V., Nguyen, P. L., & Sanford, N. N. (2021) · Supportive Care in Cancer · doi:10.1007/s00520-021-06084-1 · Cited by 58 · see citing works
Kim, J. E., & Tsoh, J. Y. (2016) · Preventing Chronic Disease · doi:10.5888/pcd13.150458 · Cited by 58 · see citing works
Kumagai, N. (2017) · Health Economics Review · doi:10.1186/s13561-017-0151-9 · Cited by 58 · see citing works
Levels of Psychological Distress of Canadian University Student-Athletes
Sullivan, P., Blacker, M., Murphy, J., & Cairney, J. (2019) · Canadian Journal of Higher Education · doi:10.47678/cjhe.v49i1.188192 · Cited by 57 · see citing works
Nguyen, K. H., Padilla, M., Villaveces, A., Patel, P., Atuchukwu, V., Onotu, D., Apondi, R., Aluzimbi, G., Chipimo, P. J., Kancheya, N. G., et al. (2019) · Child Abuse & Neglect · doi:10.1016/j.chiabu.2019.104074 · Cited by 57 · see citing works
Mental distress among U.S. adults during the COVID-19 pandemic
Twenge, J., & Joiner, T. (2020) · doi:10.31234/osf.io/wc8ud · Cited by 330 · see citing works
California's paid family leave law improves maternal psychological health
Doran, E., Bartel, A. P., Ruhm, C. J., & Waldfogel, J. (2020) · Social Science & Medicine · doi:10.1016/j.socscimed.2020.113003 · Cited by 56 · see citing works
Niekerk, R. L. V., & van Gent, M. M. (2021) · South African Journal of Psychiatry · doi:10.4102/sajpsychiatry.v27i0.1589 · Cited by 56 · see citing works
Air Pollution and Mental Health: Evidence from China
Chen, S., Oliva, P., & Zhang, P. (2024) · AEA Papers and Proceedings · doi:10.1257/pandp.20241062 · Cited by 56 · see citing works
Mougharbel, F., Chaput, J., Sampasa‐Kanyinga, H., Hamilton, H. A., Colman, I., Leatherdale, S. T., & Goldfield, G. S. (2023) · Frontiers in Public Health · doi:10.3389/fpubh.2023.1190390 · Cited by 64 · see citing works
Udupa, N. S., Twenge, J. M., McAllister, C., & Joiner, T. E. (2023) · Journal of Mood and Anxiety Disorders · doi:10.1016/j.xjmad.2023.100013 · Cited by 55 · see citing works
Yamamoto, T., Uchiumi, C., Suzuki, N., Yoshimoto, J., & Murillo‐Rodríguez, E. (2020) · medRxiv · doi:10.1101/2020.07.17.20156125 · Cited by 55 · see citing works
Hunt, C., Gibson, G. C., Horst, A. V., Cleveland, K. A., Wawrosch, C., Granot, M., Kuhn, T. A., Woolverton, C. J., & Hughes, J. W. (2021) · Psychology of Sexual Orientation and Gender Diversity · doi:10.1037/sgd0000461 · Cited by 54 · see citing works
Wen, M., Shi, L., Zhang, D. “., Li, Y., Chen, Z., Chen, B., Chen, L., Zhang, L., Li, H., Li, J., et al. (2023) · BMC Public Health · doi:10.1186/s12889-023-15912-4 · Cited by 54 · see citing works
Chiu, M., Amartey, A., Wang, X., Vigod, S., & Kurdyak, P. (2020) · Canadian Medical Association Journal · doi:10.1503/cmaj.190603 · Cited by 53 · see citing works
Hockey, M., Rocks, T., Ruusunen, A. A., Jacka, F. N., Huang, W., Liao, B., Aune, D., Wang, Y., Nie, J., & O'Neil, A. E. (2021) · Social Psychiatry and Psychiatric Epidemiology · doi:10.1007/s00127-021-02116-7 · Cited by 54 · see citing works
Mental health and social isolation under repeated mild lockdowns in Japan
Yamamoto, T., Uchiumi, C., Suzuki, N., Sugaya, N., Murillo‐Rodríguez, E., Machado, S. E. D. C., Imperatori, C., & Budde, H. (2022) · Scientific Reports · doi:10.1038/s41598-022-12420-0 · Cited by 54 · see citing works
Rhee, T. G., & Harris, I. M. (2016) · Headache The Journal of Head and Face Pain · doi:10.1111/head.12986 · Cited by 53 · see citing works
Tanji, F., Tomata, Y., Zhang, S., Otsuka, T., & Tsuji, I. (2018) · Preventive Medicine · doi:10.1016/j.ypmed.2018.09.007 · Cited by 53 · see citing works
Matthews, T. A., Robbins, W. A., Preisig, M., von Känel, R., & Li, J. (2021) · Journal of Psychosomatic Research · doi:10.1016/j.jpsychores.2021.110541 · Cited by 53 · see citing works
Weinberger, A. H., Pacek, L. R., Sheffer, C. E., Budney, A. J., Lee, J., & Goodwin, R. D. (2019) · Drug and Alcohol Dependence · doi:10.1016/j.drugalcdep.2019.01.010 · Cited by 50 · see citing works
Linton, S. L., Leifheit, K. M., McGinty, E. E., Barry, C. L., & Pollack, C. E. (2021) · JAMA Network Open · doi:10.1001/jamanetworkopen.2021.27772 · Cited by 52 · see citing works
Gainsbury, S., Swanton, T. B., Burgess, M. T., & Blaszczynski, A. P. (2020) · Journal of Addiction Medicine · doi:10.1097/adm.0000000000000793 · Cited by 52 · see citing works
Ervin, J., Taouk, Y., Alfonzo, L. F., Peasgood, T., & King, T. L. (2022) · EClinicalMedicine · doi:10.1016/j.eclinm.2022.101711 · Cited by 53 · see citing works
Psychological Distress and Pain Reporting in Australian Coal Miners
Carlisle, K. N., & Parker, A. W. (2014) · Safety and Health at Work · doi:10.1016/j.shaw.2014.07.005 · Cited by 52 · see citing works
- Authors
- Prochaska, J. J., Sung, H., Max, W., Shi, Y., & Ong, M.
- Affiliations
- University of California, San Francisco (US)
- University of California, Los Angeles (US)
- Venue
- International Journal of Methods in Psychiatric Research
- Publisher
- Wiley
- Published
- 2012-02-20
- Volume
- 21
- Issue
- 2
- Pages
- 88-97
- ISSN
- 1049-8931 (ISSN-L)
- 1557-0657
- PMC
- PMC3370145
- OpenAlex
- W1722711020
- Cited by
- 942
- References
- 23
- Citations by year
- 2026: 93 · 2025: 119 · 2024: 131 · 2023: 110 · 2022: 110 · 2021: 106 · 2020: 89 · 2019: 53 · 2018: 41 · 2017: 28 · 2016: 22 · 2015: 19 · 2014: 15 · 2013: 4 · 2012: 2
- FWCI
- 19.11
- Type
- journal article
- Language
- en
- Open access
- green
- www.ncbi.nlm.nih.gov
- Locations
- International Journal of Methods in Psychiatric Research (publishedVersion)
- Europe PMC (PubMed Central) (publishedVersion)
- PubMed Central (publishedVersion)
- PubMed (publishedVersion)
- Funders
- National Institutes of Health
- National Institute of Mental Health (R01MH083684, P30MH082760)
- National Institute on Drug Abuse (K23DA018691, P50DA009253)
- National Cancer Institute (U54CA153499)
- Topics
- Social Sciences › Psychology › Social Psychology › Mental Health Treatment and Access
- Social Sciences › Psychology › Experimental and Cognitive Psychology › Anxiety, Depression, Psychometrics, Treatment, Cognitive Processes
- Social Sciences › Decision Sciences › Management Science and Operations Research › Psychometric Methodologies and Testing
- Keywords
- mental health service utilization, functional disability, substance use, risk-taking, California Health Interview Survey
- MeSH terms
- Adolescent, Adult, Age Factors, Aged, Mental Disorders, Female, Health Services Needs and Demand, Humans, Male, Mental Health, Middle Aged, Psychiatric Status Rating Scales, Psychometrics, ROC Curve, Sensitivity and Specificity, Sex Factors, Substance-Related Disorders, Young Adult
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