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Gepubliceerd in: Quality of Life Research 5/2017

04-11-2016

Expanding a common metric for depression reporting: linking two scales to PROMIS® depression

Auteurs: Aaron J. Kaat, Michael E. Newcomb, Daniel T. Ryan, Brian Mustanski

Gepubliceerd in: Quality of Life Research | Uitgave 5/2017

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Abstract

Purpose

Depression is a significant mental health concern. There are numerous depression questionnaires, several of which can be scored onto the Patient Reported Outcomes Measurement Information System (PROMIS®) Depression metric. This study expands the unified metric by linking depression subscales from the Adult Self-Report (ASR) and the Brief Symptom Inventory (BSI) to it.

Methods

An online sample of 2009 men who have sex with men (MSM) was recruited. Item factor analysis was used to evaluate the dimensionality of the aggregated measures and confirm the statistical assumptions for linking. Then, linking was conducted using equipercentile and item response theory (IRT) methods. Equipercentile linking considered varying degrees of post-smoothing. IRT-based linking used fixed-anchor calibration and separate calibration with Stocking-Lord linking constants.

Results

All three scales were broadly unidimensional. This MSM sample had slightly higher average depression scores than the general population (mean = 54.4, SD = 9.6). Both linking methods provided robust, largely comparable results. Subgroup invariance held for age, race, and HIV status. Given the broad comparability across methods, the crosswalk between raw sum scores and the unified T-score metric used fixed-anchor IRT-based methods.

Conclusions

PROMIS provides a unified, interpretable metric for depression reporting. The results of this study allow the depression subscales from the ASR and BSI to be rescored onto the unified metric with reasonable caution. This will benefit epidemiological projects aggregating data across various measures or time points.
Literatuur
1.
go back to reference Kessler, R. C., Berglund, P., & Demler, O. (2003). The epidemiology of major depressive disorder: Results from the national comorbidity survey replication (NCS-R). JAMA, 289(23), 3095–3105.CrossRefPubMed Kessler, R. C., Berglund, P., & Demler, O. (2003). The epidemiology of major depressive disorder: Results from the national comorbidity survey replication (NCS-R). JAMA, 289(23), 3095–3105.CrossRefPubMed
2.
go back to reference Cella, D., Riley, W., Stone, A., Rothrock, N., Reeve, B., Yount, S., et al. (2010). The Patient Reported Outcomes Measurement Information System (PROMIS) developed and tested its first wave of adult self-reported health outcome item banks: 2005–2008. Journal of Clinical Epidemiology, 63(11), 1179–1194.CrossRefPubMedPubMedCentral Cella, D., Riley, W., Stone, A., Rothrock, N., Reeve, B., Yount, S., et al. (2010). The Patient Reported Outcomes Measurement Information System (PROMIS) developed and tested its first wave of adult self-reported health outcome item banks: 2005–2008. Journal of Clinical Epidemiology, 63(11), 1179–1194.CrossRefPubMedPubMedCentral
3.
go back to reference DeWalt, D. A., Rothrock, N., Yount, S., Stone, A. A., & PROMIS Cooperative Group. (2007). Evaluation of item candidates: The PROMIS qualitative item review. Medical Care, 45(5 Suppl 1), S12–S21.CrossRefPubMedPubMedCentral DeWalt, D. A., Rothrock, N., Yount, S., Stone, A. A., & PROMIS Cooperative Group. (2007). Evaluation of item candidates: The PROMIS qualitative item review. Medical Care, 45(5 Suppl 1), S12–S21.CrossRefPubMedPubMedCentral
4.
go back to reference Fries, J. F., Bruce, B., & Cella, D. (2005). The promise of PROMIS: Using item response theory to improve assessment of patient-reported outcomes. Clinical and Experimental Rheumatology, 23(5 Suppl 39), S53–S57.PubMed Fries, J. F., Bruce, B., & Cella, D. (2005). The promise of PROMIS: Using item response theory to improve assessment of patient-reported outcomes. Clinical and Experimental Rheumatology, 23(5 Suppl 39), S53–S57.PubMed
5.
go back to reference Pilkonis, P. A., Choi, S. W., Reise, S. P., Stover, A. M., Riley, W. T., & Cella, D. (2011). Item banks for measuring emotional distress from the Patient Reported Outcomes Measurement Information System (PROMIS): Depression, anxiety, and anger. Assessment, 18(3), 263–283.CrossRefPubMedPubMedCentral Pilkonis, P. A., Choi, S. W., Reise, S. P., Stover, A. M., Riley, W. T., & Cella, D. (2011). Item banks for measuring emotional distress from the Patient Reported Outcomes Measurement Information System (PROMIS): Depression, anxiety, and anger. Assessment, 18(3), 263–283.CrossRefPubMedPubMedCentral
6.
go back to reference American Psychiatric Association. (2013). Diagnostic and statistical manual of mental disorders (5th ed.). Washington, DC: American Psychiatric Association.CrossRef American Psychiatric Association. (2013). Diagnostic and statistical manual of mental disorders (5th ed.). Washington, DC: American Psychiatric Association.CrossRef
7.
go back to reference Liu, H., Cella, D., Gershon, R., Shen, J., Morales, L. S., Riley, W., et al. (2010). Representativeness of the PROMIS internet panel. Journal of Clinical Epidemiology, 63(11), 1169–1178.CrossRefPubMedPubMedCentral Liu, H., Cella, D., Gershon, R., Shen, J., Morales, L. S., Riley, W., et al. (2010). Representativeness of the PROMIS internet panel. Journal of Clinical Epidemiology, 63(11), 1169–1178.CrossRefPubMedPubMedCentral
8.
go back to reference Gibbons, L. E., Feldman, B. J., Crane, H. M., Mugavero, M., Willig, J. H., Patrick, D., et al. (2011). Migrating from a legacy fixed-format measure to CAT administration: Calibrating the PHQ-9 to the PROMIS depression measures. Quality of Life Research, 20(9), 1349–1357.CrossRefPubMedPubMedCentral Gibbons, L. E., Feldman, B. J., Crane, H. M., Mugavero, M., Willig, J. H., Patrick, D., et al. (2011). Migrating from a legacy fixed-format measure to CAT administration: Calibrating the PHQ-9 to the PROMIS depression measures. Quality of Life Research, 20(9), 1349–1357.CrossRefPubMedPubMedCentral
9.
go back to reference Kroenke, K., Spitzer, R. L., & Williams, J. B. W. (2001). The PHQ-9 validity of a brief depression severity measure. Journal of General Internal Medicine, 16(9), 606–613.CrossRefPubMedPubMedCentral Kroenke, K., Spitzer, R. L., & Williams, J. B. W. (2001). The PHQ-9 validity of a brief depression severity measure. Journal of General Internal Medicine, 16(9), 606–613.CrossRefPubMedPubMedCentral
10.
go back to reference Choi, S. W., Schalet, B., Cook, K. F., & Cella, D. (2014). Establishing a common metric for depressive symptoms: Linking the BDI-II, CES-D, and PHQ-9 to PROMIS depression. Psychological Assessment, 26(2), 513–527.CrossRefPubMed Choi, S. W., Schalet, B., Cook, K. F., & Cella, D. (2014). Establishing a common metric for depressive symptoms: Linking the BDI-II, CES-D, and PHQ-9 to PROMIS depression. Psychological Assessment, 26(2), 513–527.CrossRefPubMed
11.
go back to reference Beck, A. T., Steer, R. A., & Brown, G. K. (1996). Manual for the Beck Depression Inventory—II. San Antonio, TX: Psychological Corporation. Beck, A. T., Steer, R. A., & Brown, G. K. (1996). Manual for the Beck Depression Inventory—II. San Antonio, TX: Psychological Corporation.
12.
go back to reference Radloff, L. S. (1977). The CES-D scale: A self-report depression scale for research in the general population. Applied Psychological Measurement, 1(3), 385–401.CrossRef Radloff, L. S. (1977). The CES-D scale: A self-report depression scale for research in the general population. Applied Psychological Measurement, 1(3), 385–401.CrossRef
13.
go back to reference Reeve, B.B., Thissen, D., DeWalt, D.A., Huang, I. C., Liu, Y., Magnus, B., et al. (2016). Linkage between the PROMIS® pediatric and adult emotional distress measures. Quality of Life Research, 25(4), 823–833.CrossRefPubMed Reeve, B.B., Thissen, D., DeWalt, D.A., Huang, I. C., Liu, Y., Magnus, B., et al. (2016). Linkage between the PROMIS® pediatric and adult emotional distress measures. Quality of Life Research, 25(4), 823–833.CrossRefPubMed
14.
go back to reference Olino, T. M., Yu, L., McMakin, D. L., Forbes, E. E., Seeley, J. R., Lewinsohn, P. M., et al. (2013). Comparisons across depression assessment instruments in adolescence and young adulthood: An item response theory study using two linking methods. Journal of Abnormal Child Psychology, 41(8), 1267–1277.CrossRefPubMedPubMedCentral Olino, T. M., Yu, L., McMakin, D. L., Forbes, E. E., Seeley, J. R., Lewinsohn, P. M., et al. (2013). Comparisons across depression assessment instruments in adolescence and young adulthood: An item response theory study using two linking methods. Journal of Abnormal Child Psychology, 41(8), 1267–1277.CrossRefPubMedPubMedCentral
15.
go back to reference Beck, A. T., Ward, C. H., Mendelson, M., Mock, J., & Erbaugh, J. (1961). An inventory for measuring depression. Archives of General Psychiatry, 4, 561–571.CrossRefPubMed Beck, A. T., Ward, C. H., Mendelson, M., Mock, J., & Erbaugh, J. (1961). An inventory for measuring depression. Archives of General Psychiatry, 4, 561–571.CrossRefPubMed
16.
go back to reference Wahl, I., Löwe, B., Bjorner, J. B., Fischer, F., Langs, G., Voderholzer, U., et al. (2014). Standardization of depression measurement: A common metric was developed for 11 self-report depression measures. Journal of Clinical Epidemiology, 67(1), 73–86.CrossRefPubMed Wahl, I., Löwe, B., Bjorner, J. B., Fischer, F., Langs, G., Voderholzer, U., et al. (2014). Standardization of depression measurement: A common metric was developed for 11 self-report depression measures. Journal of Clinical Epidemiology, 67(1), 73–86.CrossRefPubMed
17.
go back to reference Rescorla, L. A., & Achenbach, T. M. (2004). The Achenbach System of Empirically Based Assessment (ASEBA) for Ages 18 to 90 Years. In M. E. Maruish (Ed.), The use of psychological testing for treatment planning and outcomes assessment (3rd ed., pp. 115–152). Mahwah, NJ: Lawrence Erlbaum Associates. Rescorla, L. A., & Achenbach, T. M. (2004). The Achenbach System of Empirically Based Assessment (ASEBA) for Ages 18 to 90 Years. In M. E. Maruish (Ed.), The use of psychological testing for treatment planning and outcomes assessment (3rd ed., pp. 115–152). Mahwah, NJ: Lawrence Erlbaum Associates.
18.
go back to reference Derogatis, L. R. (1993). The Brief Symptom Inventory: Administration, scoring & procedures manual. Minneapolis, MN: National Computer Systems. Derogatis, L. R. (1993). The Brief Symptom Inventory: Administration, scoring & procedures manual. Minneapolis, MN: National Computer Systems.
19.
go back to reference Mustanski, B. S., Garofalo, R., & Emerson, E. M. (2010). Mental health disorders, psychological distress, and suicidality in a diverse sample of lesbian, gay, bisexual, and transgender youths. American Journal of Public Health, 100(12), 2426–2432.CrossRefPubMedPubMedCentral Mustanski, B. S., Garofalo, R., & Emerson, E. M. (2010). Mental health disorders, psychological distress, and suicidality in a diverse sample of lesbian, gay, bisexual, and transgender youths. American Journal of Public Health, 100(12), 2426–2432.CrossRefPubMedPubMedCentral
20.
go back to reference Garofalo, R., Hotton, A. L., Kuhns, L. M., Gratzer, B., & Mustanski, B. (2016). Incidence of HIV infection and sexually transmitted infections and related risk factors among very young men who have sex with men. Journal of Acquired Immune Deficiency Syndromes, 72(1), 79–86.CrossRefPubMed Garofalo, R., Hotton, A. L., Kuhns, L. M., Gratzer, B., & Mustanski, B. (2016). Incidence of HIV infection and sexually transmitted infections and related risk factors among very young men who have sex with men. Journal of Acquired Immune Deficiency Syndromes, 72(1), 79–86.CrossRefPubMed
21.
go back to reference Puckett, J. A., Newcomb, M. E., Garofalo, R., & Mustanski, B. (2016). The impact of victimization and neuroticism on mental health in young men who have sex with men: Internalized homophobia as an underlying mechanism. Sexuality Research and Social Policy, 13(193), 1–9. Puckett, J. A., Newcomb, M. E., Garofalo, R., & Mustanski, B. (2016). The impact of victimization and neuroticism on mental health in young men who have sex with men: Internalized homophobia as an underlying mechanism. Sexuality Research and Social Policy, 13(193), 1–9.
22.
go back to reference Mustanski, B., Garofalo, R., Herrick, A., & Donenberg, G. (2007). Psychosocial health problems increase risk for HIV among urban young men who have sex with men: Preliminary evidence of a syndemic in need of attention. Annals of Behavioral Medicine, 34(1), 37–45.CrossRefPubMedPubMedCentral Mustanski, B., Garofalo, R., Herrick, A., & Donenberg, G. (2007). Psychosocial health problems increase risk for HIV among urban young men who have sex with men: Preliminary evidence of a syndemic in need of attention. Annals of Behavioral Medicine, 34(1), 37–45.CrossRefPubMedPubMedCentral
23.
go back to reference Dowshen, N., Binns, H. J., & Garofalo, R. (2009). Experiences of HIV-related stigma among young men who have sex with men. AIDS Patient Care and STDs, 23(5), 371–376.CrossRefPubMedPubMedCentral Dowshen, N., Binns, H. J., & Garofalo, R. (2009). Experiences of HIV-related stigma among young men who have sex with men. AIDS Patient Care and STDs, 23(5), 371–376.CrossRefPubMedPubMedCentral
24.
go back to reference Kolen, M. J., & Brennan, R. L. (2014). Test equating, scaling, and linking: Methods and practices (3rd ed.). New York, NY: Springer.CrossRef Kolen, M. J., & Brennan, R. L. (2014). Test equating, scaling, and linking: Methods and practices (3rd ed.). New York, NY: Springer.CrossRef
25.
go back to reference Stocking, M. L., & Lord, F. M. (1983). Developing a common metric in item response theory. Applied Psychological Measurement, 7(2), 201–210.CrossRef Stocking, M. L., & Lord, F. M. (1983). Developing a common metric in item response theory. Applied Psychological Measurement, 7(2), 201–210.CrossRef
26.
go back to reference Samejima, F. (2010). The general graded response model. In M. L. Nering & R. Ostini (Eds.), Handbook of polytomous item response theory models (pp. 77–107). New York, NY: Routledge. Samejima, F. (2010). The general graded response model. In M. L. Nering & R. Ostini (Eds.), Handbook of polytomous item response theory models (pp. 77–107). New York, NY: Routledge.
27.
go back to reference Dorans, N. J., & Holland, P. W. (2000). Population invariance and the equatability of tests: Basic theory and the linear case. Journal of Educational Measurement, 37(4), 281–306.CrossRef Dorans, N. J., & Holland, P. W. (2000). Population invariance and the equatability of tests: Basic theory and the linear case. Journal of Educational Measurement, 37(4), 281–306.CrossRef
28.
30.
go back to reference Cai, L. (2010). A two-tier full-information item factor analysis model with applications. Psychometrika, 75(4), 581–612.CrossRef Cai, L. (2010). A two-tier full-information item factor analysis model with applications. Psychometrika, 75(4), 581–612.CrossRef
31.
go back to reference Browne, M. W., Cudeck, R., Tateneni, K., & Mels, G. (2010). CEFA: Comprehensive exploratory factor analysis. Columbus, OH: Ohio State University. Browne, M. W., Cudeck, R., Tateneni, K., & Mels, G. (2010). CEFA: Comprehensive exploratory factor analysis. Columbus, OH: Ohio State University.
32.
go back to reference Bernaards, C. A., & Jennrich, R. I. (2005). Gradient projection algorithms and software for arbitrary rotation criteria in factor analysis. Educational and Psychological Measurement, 65(5), 676–696.CrossRef Bernaards, C. A., & Jennrich, R. I. (2005). Gradient projection algorithms and software for arbitrary rotation criteria in factor analysis. Educational and Psychological Measurement, 65(5), 676–696.CrossRef
33.
go back to reference Jennrich, R. I., & Bentler, P. M. (2012). Exploratory bi-factor analysis: The oblique case. Psychometrika, 77(3), 442–454.CrossRefPubMed Jennrich, R. I., & Bentler, P. M. (2012). Exploratory bi-factor analysis: The oblique case. Psychometrika, 77(3), 442–454.CrossRefPubMed
34.
go back to reference Houts, C. R., & Cai, L. (2015). flexMIRT ® : Flexible multilevel multidimensional item analysis and test scoring (version 3.0). Chapel Hill, NC: Vector Psychometric Group. Houts, C. R., & Cai, L. (2015). flexMIRT ® : Flexible multilevel multidimensional item analysis and test scoring (version 3.0). Chapel Hill, NC: Vector Psychometric Group.
35.
go back to reference Browne, M. W., & Cudeck, R. (1992). Alternative ways of addressing model fit. Sociological Methods and Research, 21, 230–258.CrossRef Browne, M. W., & Cudeck, R. (1992). Alternative ways of addressing model fit. Sociological Methods and Research, 21, 230–258.CrossRef
36.
go back to reference Hu, L., & Bentler, P. M. (1998). Fit indices in covariance structure modeling: Sensitivity to underparameterization model misspecification. Psychological Methods, 3, 424–453.CrossRef Hu, L., & Bentler, P. M. (1998). Fit indices in covariance structure modeling: Sensitivity to underparameterization model misspecification. Psychological Methods, 3, 424–453.CrossRef
37.
go back to reference Cook, K. F., Kallen, M. A., & Amtmann, D. (2009). Having a fit: Impact of number of items and distribution of data on traditional criteria for assessing IRT’s unidimensionality assumption. Quality of Life Research, 18(4), 447–460.CrossRefPubMedPubMedCentral Cook, K. F., Kallen, M. A., & Amtmann, D. (2009). Having a fit: Impact of number of items and distribution of data on traditional criteria for assessing IRT’s unidimensionality assumption. Quality of Life Research, 18(4), 447–460.CrossRefPubMedPubMedCentral
38.
go back to reference Stucky, B. D., Thissen, D. M., & Edelen, M. O. (2012). Using logistic approximations of marginal trace lines to develop short assessments. Applied Psychological Measurement, 37(1), 41–57.CrossRef Stucky, B. D., Thissen, D. M., & Edelen, M. O. (2012). Using logistic approximations of marginal trace lines to develop short assessments. Applied Psychological Measurement, 37(1), 41–57.CrossRef
39.
go back to reference Edelen, M., Stucky, B., & Chandra, A. (2015). Quantifying ‘problematic’ DIF within an IRT framework: Application to a cancer stigma index. Quality of Life Research, 24(1), 95–103.CrossRefPubMed Edelen, M., Stucky, B., & Chandra, A. (2015). Quantifying ‘problematic’ DIF within an IRT framework: Application to a cancer stigma index. Quality of Life Research, 24(1), 95–103.CrossRefPubMed
40.
go back to reference Orlando, M., Sherbourne, C. D., & Thissen, D. (2000). Summed-score linking using item response theory: Application to depression measurement. Psychological Assessment, 12(3), 354–359.CrossRefPubMed Orlando, M., Sherbourne, C. D., & Thissen, D. (2000). Summed-score linking using item response theory: Application to depression measurement. Psychological Assessment, 12(3), 354–359.CrossRefPubMed
41.
go back to reference Thissen, D., Pommerich, M., Billeaud, K., & Williams, V. S. L. (1995). Item response theory for scores on tests including polytomous items with ordered responses. Applied Psychological Measurement, 19(1), 39–49.CrossRef Thissen, D., Pommerich, M., Billeaud, K., & Williams, V. S. L. (1995). Item response theory for scores on tests including polytomous items with ordered responses. Applied Psychological Measurement, 19(1), 39–49.CrossRef
Metagegevens
Titel
Expanding a common metric for depression reporting: linking two scales to PROMIS® depression
Auteurs
Aaron J. Kaat
Michael E. Newcomb
Daniel T. Ryan
Brian Mustanski
Publicatiedatum
04-11-2016
Uitgeverij
Springer International Publishing
Gepubliceerd in
Quality of Life Research / Uitgave 5/2017
Print ISSN: 0962-9343
Elektronisch ISSN: 1573-2649
DOI
https://doi.org/10.1007/s11136-016-1450-z

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