Validity study of the K6 scale as a measure of moderate mental distress based on mental health treatment need and utilization

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 heal...

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Published inInternational journal of methods in psychiatric research Vol. 21; no. 2; pp. 88 - 97
Main Authors Prochaska, Judith J., Sung, Hai-Yen, Max, Wendy, Shi, Yanling, Ong, Michael
Format Journal Article
LanguageEnglish
Published Chichester, UK John Wiley & Sons, Ltd 01.06.2012
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Abstract 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. Copyright © 2012 John Wiley & Sons, Ltd.
AbstractList 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.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.
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.
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. Copyright © 2012 John Wiley & Sons, Ltd.
Author Prochaska, Judith J.
Max, Wendy
Shi, Yanling
Ong, Michael
Sung, Hai-Yen
AuthorAffiliation 1 Department of Psychiatry University of California San Francisco CA USA
2 Institute for Health & Aging, School of Nursing University of California San Francisco CA USA
3 Department of Medicine University of California Los Angeles CA USA
AuthorAffiliation_xml – name: 3 Department of Medicine University of California Los Angeles CA USA
– name: 1 Department of Psychiatry University of California San Francisco CA USA
– name: 2 Institute for Health & Aging, School of Nursing University of California San Francisco CA USA
Author_xml – sequence: 1
  givenname: Judith J.
  surname: Prochaska
  fullname: Prochaska, Judith J.
  email: jprochaska@ucsf.edu, jprochaska@ucsf.edu
  organization: Department of Psychiatry, University of California, CA, San Francisco, USA
– sequence: 2
  givenname: Hai-Yen
  surname: Sung
  fullname: Sung, Hai-Yen
  organization: Institute for Health & Aging, School of Nursing, University of California, CA, San Francisco, USA
– sequence: 3
  givenname: Wendy
  surname: Max
  fullname: Max, Wendy
  organization: Institute for Health & Aging, School of Nursing, University of California, CA, San Francisco, USA
– sequence: 4
  givenname: Yanling
  surname: Shi
  fullname: Shi, Yanling
  organization: Institute for Health & Aging, School of Nursing, University of California, CA, San Francisco, USA
– sequence: 5
  givenname: Michael
  surname: Ong
  fullname: Ong, Michael
  organization: Department of Medicine, University of California, CA, Los Angeles, USA
BackLink https://www.ncbi.nlm.nih.gov/pubmed/22351472$$D View this record in MEDLINE/PubMed
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References Zahran H.S., Kobau R., Moriarty D.G., Zack M.M., Giles W.H. (2004). Self-reported frequent mental distress among adults - United States, 1993-2001. Morbidity and Mortality Weekly Report, 53(41), 963-966.
Miles H., Johnson S., Amponsah-Afuwape S., Finch E., Leese M., Thornicroft G. (2003) Characteristics of subgroups of individuals with psychotic illness and a comorbid substance use disorder. Psychiatric Services, 54(4), 554-561.
USDHHS. (1999) Mental Health: A Report of the Surgeon General, Washington, DC, Department of Health and Human Services.
American Psychiatric Association. (1994) Diagnostic and Statistical Manual of Mental Disorders - Fourth Edition, Washington, DC, American Psychiatric Association.
Lasser K., Boyd J.W., Woolhandler S., Himmelstein D.U., McCormick D., Bor D.H. (2000) Smoking and mental illness: a population-based prevalence study. Journal of the American Medical Association, 284, 2606-2610, DOI: 10.1001/jama.284.20.2606
Brown E.R., Holtby S., Zahnd E., Abbott G.B. (2005) Community-based participatory research in the California Health Interview Survey. Preventing Chronic Disease, 2(4), A03.
Baillie A.J. (2005) Predictive gender and education bias in Kessler's psychological distress scale (K10). Social Psychiatry and Psychiatric Epidemiology, 40, 743-748, DOI: 10.1007/s00127-005-0935-9
Vedsted P., Fink P., Sorensen H.T., Olesen F. (2004) Physical, mental and social factors associated with frequent attendance in Danish general practice. A population-based cross-sectional study. Social Science & Medicine, 59, 813-823, DOI: 10.1016/j.socscimed.2003.11.027
SAS Institute Inc. (2009) SAS/STAT ® 9.2 User's Guide, second edition, Cary, NC, SAS Institute Inc.
Hanley J.A., McNeil B.J. (1982) The meaning and use of the area under a receiver operating characteristic (ROC) curve. Radiology, 143(1), 29-36.
Furukawa T.A., Kessler R.C., Slade T., Andrews G. (2003) The performance of the K6 and K10 screening scales for psychological distress in the Australian National Survey of Mental Health and Well-Being. Psychological Medicine, 33(2), 357-362.
Katon W.J., Lin E., Russo J., Unutzer J. (2003) Increased medical costs of a population-based sample of depressed elderly patients. Archives of General Psychiatry, 60(9), 897-903.
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.Y., Lara C., Lee S., Mneimneh Z., Myer L., Oakley-Browne M., Posada-Villa J., Sagar R., Viana M.C., Zaslavsky A.M. (2010) Screening for serious mental illness in the general population with the K6 screening scale: results from the WHO World Mental Health (WMH) survey initiative. International Journal of Methods in Psychiatric Research, 19(Suppl 1), 4-22.
Rizzo L., Brick J.M., Park I. (2004) A minimally intrusive method for sampling persons in Random Digit Dialing Surveys. Public Opinion Quarterly, 68, 267-274, DOI: 10.1093/poq/nfh014
Sanchez-Villegas A., Ara I., Guillen-Grima F, Bes-Rastrollo M., Varo-Cenarruzabeitia J.J., Martínez-González M.A. (2008) Physical activity, sedentary index, and mental disorders in the SUN cohort study. Medicine & Science in Sports & Exercise, 40, 827-834, DOI: 10.1249/MSS.0b013e31816348b9
Centers for Disease Control. (2010) QuickStats: percentage of adults aged ≥ 18 years who experienced serious psychological distress during the preceding 30 days,* by sex and age group - National Health Interview Survey, 2009. Morbidity and Mortality Weekly Report, 59(49), 1621.
Indig D., Eyeson-Annan M., Copeland J., Conigrave K.M. (2007) The effects of alcohol consumption, psychological distress and smoking status on emergency department presentations in New South Wales, Australia. BMC Public Health, 7, 46, DOI: 10.1186/1471-2458-7-46
Kessler R.C., Barker P.R., Colpe L.J., Epstein J.F., Gfroerer J.C., Hiripi E., Howes M.J., Normand S.L., Manderscheid R.W., Walters E.E., Zaslavsky A.M. (2003) Screening for serious mental illness in the general population. Archives of General Psychiatry, 60(2), 184-189.
Murray C.J.L, Lopez A.D. (1996) The Global Burden of Disease, Geneva, World Health Organization, Harvard School of Public Health, World Bank.
World Health Organization. (2004) The World Health Report 2004: Changing History, Annex Table 3: Burden of Disease in DALYs by Cause, Sex, and Mortality Stratum in WHO Regions, Estimates for 2002, Geneva, World Health Organization.
Grant D.R., Kravitz-Wirtz N., Aguilar-Gaxiola S., Sribney W.M., Aydin M., Brown E.R. (2010) Mental Health Status and Use of Mental Health Services by California Adults, Los Angeles, CA, UCLA Center for Health Policy Research.
Kessler R.C., Andrews G., Colpe L.J., Hiripi E., Mroczek D.K., Normand S.L., Walters E.E., Zaslavsky A.M. (2002) Short screening scales to monitor population prevalences and trends in non-specific psychological distress. Psychological Medicine, 32, 959-976, DOI: 10.1017/S0033291702006074
Kessler R.C., Heeringa S., Lakoma M.D., Petukhova M., Rupp A.E., Schoenbaum M., Wang P.S., Zaslavsky A.M. (2008) Individual and societal effects of mental disorders on earnings in the United States: results from the national comorbidity survey replication. The American Journal of Psychiatry, 165, 703-711, DOI: 10.1176/appi.ajp.2008.08010126
Veldhuizen S., Cairney J., Kurdyak P., Streiner D.L. (2007) The sensitivity of the K6 as a screen for any disorder in community mental health surveys: a cautionary note. Canadian Journal of Psychiatry, 52(4), 256-259.
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References_xml – reference: American Psychiatric Association. (1994) Diagnostic and Statistical Manual of Mental Disorders - Fourth Edition, Washington, DC, American Psychiatric Association.
– reference: Brown E.R., Holtby S., Zahnd E., Abbott G.B. (2005) Community-based participatory research in the California Health Interview Survey. Preventing Chronic Disease, 2(4), A03.
– reference: Zahran H.S., Kobau R., Moriarty D.G., Zack M.M., Giles W.H. (2004). Self-reported frequent mental distress among adults - United States, 1993-2001. Morbidity and Mortality Weekly Report, 53(41), 963-966.
– reference: Furukawa T.A., Kessler R.C., Slade T., Andrews G. (2003) The performance of the K6 and K10 screening scales for psychological distress in the Australian National Survey of Mental Health and Well-Being. Psychological Medicine, 33(2), 357-362.
– reference: Kessler R.C., Barker P.R., Colpe L.J., Epstein J.F., Gfroerer J.C., Hiripi E., Howes M.J., Normand S.L., Manderscheid R.W., Walters E.E., Zaslavsky A.M. (2003) Screening for serious mental illness in the general population. Archives of General Psychiatry, 60(2), 184-189.
– reference: World Health Organization. (2004) The World Health Report 2004: Changing History, Annex Table 3: Burden of Disease in DALYs by Cause, Sex, and Mortality Stratum in WHO Regions, Estimates for 2002, Geneva, World Health Organization.
– reference: Vedsted P., Fink P., Sorensen H.T., Olesen F. (2004) Physical, mental and social factors associated with frequent attendance in Danish general practice. A population-based cross-sectional study. Social Science & Medicine, 59, 813-823, DOI: 10.1016/j.socscimed.2003.11.027
– reference: Baillie A.J. (2005) Predictive gender and education bias in Kessler's psychological distress scale (K10). Social Psychiatry and Psychiatric Epidemiology, 40, 743-748, DOI: 10.1007/s00127-005-0935-9
– reference: Kessler R.C., Heeringa S., Lakoma M.D., Petukhova M., Rupp A.E., Schoenbaum M., Wang P.S., Zaslavsky A.M. (2008) Individual and societal effects of mental disorders on earnings in the United States: results from the national comorbidity survey replication. The American Journal of Psychiatry, 165, 703-711, DOI: 10.1176/appi.ajp.2008.08010126
– reference: Indig D., Eyeson-Annan M., Copeland J., Conigrave K.M. (2007) The effects of alcohol consumption, psychological distress and smoking status on emergency department presentations in New South Wales, Australia. BMC Public Health, 7, 46, DOI: 10.1186/1471-2458-7-46
– reference: Hanley J.A., McNeil B.J. (1982) The meaning and use of the area under a receiver operating characteristic (ROC) curve. Radiology, 143(1), 29-36.
– reference: Murray C.J.L, Lopez A.D. (1996) The Global Burden of Disease, Geneva, World Health Organization, Harvard School of Public Health, World Bank.
– reference: SAS Institute Inc. (2009) SAS/STAT ® 9.2 User's Guide, second edition, Cary, NC, SAS Institute Inc.
– reference: Centers for Disease Control. (2010) QuickStats: percentage of adults aged ≥ 18 years who experienced serious psychological distress during the preceding 30 days,* by sex and age group - National Health Interview Survey, 2009. Morbidity and Mortality Weekly Report, 59(49), 1621.
– reference: Veldhuizen S., Cairney J., Kurdyak P., Streiner D.L. (2007) The sensitivity of the K6 as a screen for any disorder in community mental health surveys: a cautionary note. Canadian Journal of Psychiatry, 52(4), 256-259.
– reference: Katon W.J., Lin E., Russo J., Unutzer J. (2003) Increased medical costs of a population-based sample of depressed elderly patients. Archives of General Psychiatry, 60(9), 897-903.
– reference: 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.Y., Lara C., Lee S., Mneimneh Z., Myer L., Oakley-Browne M., Posada-Villa J., Sagar R., Viana M.C., Zaslavsky A.M. (2010) Screening for serious mental illness in the general population with the K6 screening scale: results from the WHO World Mental Health (WMH) survey initiative. International Journal of Methods in Psychiatric Research, 19(Suppl 1), 4-22.
– reference: Rizzo L., Brick J.M., Park I. (2004) A minimally intrusive method for sampling persons in Random Digit Dialing Surveys. Public Opinion Quarterly, 68, 267-274, DOI: 10.1093/poq/nfh014
– reference: USDHHS. (1999) Mental Health: A Report of the Surgeon General, Washington, DC, Department of Health and Human Services.
– reference: Lasser K., Boyd J.W., Woolhandler S., Himmelstein D.U., McCormick D., Bor D.H. (2000) Smoking and mental illness: a population-based prevalence study. Journal of the American Medical Association, 284, 2606-2610, DOI: 10.1001/jama.284.20.2606
– reference: Miles H., Johnson S., Amponsah-Afuwape S., Finch E., Leese M., Thornicroft G. (2003) Characteristics of subgroups of individuals with psychotic illness and a comorbid substance use disorder. Psychiatric Services, 54(4), 554-561.
– reference: Grant D.R., Kravitz-Wirtz N., Aguilar-Gaxiola S., Sribney W.M., Aydin M., Brown E.R. (2010) Mental Health Status and Use of Mental Health Services by California Adults, Los Angeles, CA, UCLA Center for Health Policy Research.
– reference: Kessler R.C., Andrews G., Colpe L.J., Hiripi E., Mroczek D.K., Normand S.L., Walters E.E., Zaslavsky A.M. (2002) Short screening scales to monitor population prevalences and trends in non-specific psychological distress. Psychological Medicine, 32, 959-976, DOI: 10.1017/S0033291702006074
– reference: Sanchez-Villegas A., Ara I., Guillen-Grima F, Bes-Rastrollo M., Varo-Cenarruzabeitia J.J., Martínez-González M.A. (2008) Physical activity, sedentary index, and mental disorders in the SUN cohort study. Medicine & Science in Sports & Exercise, 40, 827-834, DOI: 10.1249/MSS.0b013e31816348b9
– year: 2009
– volume: 60
  start-page: 184
  issue: 2
  year: 2003
  end-page: 189
  article-title: Screening for serious mental illness in the general population
  publication-title: Archives of General Psychiatry
– volume: 68
  start-page: 267
  year: 2004
  end-page: 274
  article-title: A minimally intrusive method for sampling persons in Random Digit Dialing Surveys
  publication-title: Public Opinion Quarterly
– volume: 54
  start-page: 554
  issue: 4
  year: 2003
  end-page: 561
  article-title: Characteristics of subgroups of individuals with psychotic illness and a comorbid substance use disorder
  publication-title: Psychiatric Services
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  article-title: The meaning and use of the area under a receiver operating characteristic (ROC) curve
  publication-title: Radiology
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  publication-title: Morbidity and Mortality Weekly Report
– year: 1996
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  article-title: The effects of alcohol consumption, psychological distress and smoking status on emergency department presentations in New South Wales, Australia
  publication-title: BMC Public Health
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  article-title: The performance of the K6 and K10 screening scales for psychological distress in the Australian National Survey of Mental Health and Well‐Being
  publication-title: Psychological Medicine
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  article-title: Predictive gender and education bias in Kessler's psychological distress scale (K10)
  publication-title: Social Psychiatry and Psychiatric Epidemiology
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  year: 2000
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  doi: 10.1176/appi.ajp.2008.08010126
– ident: e_1_2_7_11_1
  doi: 10.1148/radiology.143.1.7063747
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Snippet 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...
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...
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StartPage 88
SubjectTerms Adolescent
Adult
Age Factors
Aged
Female
Health Services Needs and Demand
Humans
Kessler
Male
Mental Disorders - diagnosis
Mental Disorders - epidemiology
Mental Disorders - therapy
mental distress
Mental Health
Middle Aged
psychiatric scale
Psychiatric Status Rating Scales - statistics & numerical data
Psychometrics
ROC Curve
Sensitivity and Specificity
Sex Factors
Substance-Related Disorders - epidemiology
Young Adult
Title Validity study of the K6 scale as a measure of moderate mental distress based on mental health treatment need and utilization
URI https://api.istex.fr/ark:/67375/WNG-Z5TTLQDV-0/fulltext.pdf
https://onlinelibrary.wiley.com/doi/abs/10.1002%2Fmpr.1349
https://www.ncbi.nlm.nih.gov/pubmed/22351472
https://www.proquest.com/docview/1019613670
https://pubmed.ncbi.nlm.nih.gov/PMC3370145
Volume 21
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