Development of physical and mental health summary scores from the patient-reported outcomes measurement information system (PROMIS) global items

Ron D Hays, Jakob B Bjorner, Dennis A Revicki, Karen L Spritzer, David Cella, Ron D Hays, Jakob B Bjorner, Dennis A Revicki, Karen L Spritzer, David Cella

Abstract

Background: The use of global health items permits an efficient way of gathering general perceptions of health. These items provide useful summary information about health and are predictive of health care utilization and subsequent mortality.

Methods: Analyses of 10 self-reported global health items obtained from an internet survey as part of the Patient-Reported Outcome Measurement Information System (PROMIS) project. We derived summary scores from the global health items. We estimated the associations of the summary scores with the EQ-5D index score and the PROMIS physical function, pain, fatigue, emotional distress, and social health domain scores.

Results: Exploratory and confirmatory factor analyses supported a two-factor model. Global physical health (GPH; 4 items on overall physical health, physical function, pain, and fatigue) and global mental health (GMH; 4 items on quality of life, mental health, satisfaction with social activities, and emotional problems) scales were created. The scales had internal consistency reliability coefficients of 0.81 and 0.86, respectively. GPH correlated more strongly with the EQ-5D than did GMH (r = 0.76 vs. 0.59). GPH correlated most strongly with pain impact (r = -0.75) whereas GMH correlated most strongly with depressive symptoms (r = -0.71).

Conclusions: Two dimensions representing physical and mental health underlie the global health items in PROMIS. These global health scales can be used to efficiently summarize physical and mental health in patient-reported outcome studies.

Figures

Fig. 1
Fig. 1
PROMIS data collection (n = 21,133)

References

    1. {'text': '', 'ref_index': 1, 'ids': [{'type': 'DOI', 'value': '10.1146/annurev.publhealth.20.1.309', 'is_inner': False, 'url': 'https://doi.org/10.1146/annurev.publhealth.20.1.309'}, {'type': 'PubMed', 'value': '10352861', 'is_inner': True, 'url': 'http://pubmed.ncbi.nlm.nih.gov/10352861/'}]}
    2. McHorney, C. A. (1999). Health status assessment methods for adults: Past accomplishments and future challenges. Annual Review of Public Health,20, 309–335.
    1. {'text': '', 'ref_index': 1, 'ids': [{'type': 'DOI', 'value': '10.1200/JCO.2004.06.078', 'is_inner': False, 'url': 'https://doi.org/10.1200/jco.2004.06.078'}, {'type': 'PubMed', 'value': '14966096', 'is_inner': True, 'url': 'http://pubmed.ncbi.nlm.nih.gov/14966096/'}]}
    2. Velikova, G., Booth, L., Smith, A. B., Brown, P. M., Lynch, P., Brown, J. M., et al. (2004). Measuring quality of life in routine oncology practice improves communication and patient well-being: A randomized controlled trial. Journal of Clinical Oncology,22, 714–724.
    1. {'text': '', 'ref_index': 1, 'ids': [{'type': 'DOI', 'value': '10.2165/00019053-200017010-00002', 'is_inner': False, 'url': 'https://doi.org/10.2165/00019053-200017010-00002'}, {'type': 'PubMed', 'value': '10747763', 'is_inner': True, 'url': 'http://pubmed.ncbi.nlm.nih.gov/10747763/'}]}
    2. Coons, S. J., Rao, S., Keininger, D. L., & Hays, R. D. (2000). A comparative review of generic quality of life instruments. PharmacoEconomics,17, 13–35.
    1. None
    2. Nelson, E. C., Wasson, J. H., Johnson, D. J., & Hays, R. D. (1996). Dartmouth COOP functional health assessment charts: Brief measures for clinical practice. In B. Spilker (Ed.), Quality of life and pharmacoeconomics in clinical trials (2nd ed., pp. 161–168). New York: Lippincott-Raven Publishers.
    1. None
    2. Bjorner, J. B., Fayers, P. M., & Idler, E. L. (2005). Self-rated health. In P. M. Fayers & R. D. Hays (Eds.), Assessing quality of life (pp. 309–323). Oxford: Oxford University Press.
    1. {'text': '', 'ref_index': 1, 'ids': [{'type': 'DOI', 'value': '10.1097/01.mlr.0000258615.42478.55', 'is_inner': False, 'url': 'https://doi.org/10.1097/01.mlr.0000258615.42478.55'}, {'type': 'PMC', 'value': 'PMC2829758', 'is_inner': False, 'url': 'http://www.ncbi.nlm.nih.gov/pmc/articles/pmc2829758/'}, {'type': 'PubMed', 'value': '17443116', 'is_inner': True, 'url': 'http://pubmed.ncbi.nlm.nih.gov/17443116/'}]}
    2. Cella, D., Yount, S., Rothrock, N., Gershon, R., Cook, K., Reeve, B., et al. (2007). The Patient-Reported Outcomes Measurement Information System (PROMIS): Progress of an NIH roadmap cooperative group during its first two years. Medical Care,45(5), S3–S11.
    1. {'text': '', 'ref_index': 1, 'ids': [{'type': 'DOI', 'value': '10.1007/s11136-005-6010-x', 'is_inner': False, 'url': 'https://doi.org/10.1007/s11136-005-6010-x'}, {'type': 'PubMed', 'value': '16900276', 'is_inner': True, 'url': 'http://pubmed.ncbi.nlm.nih.gov/16900276/'}]}
    2. Lorenz, K. A., Cunningham, W. E., Spritzer, K. L., & Hays, R. D. (2006). Changes in symptoms and health-related quality of life in a nationally representative sample of adults in treatment for HIV. Quality of Life Research,15, 951–958.
    1. {'text': '', 'ref_index': 1, 'ids': [{'type': 'DOI', 'value': '10.1185/030079907X199637', 'is_inner': False, 'url': 'https://doi.org/10.1185/030079907x199637'}, {'type': 'PubMed', 'value': '17559750', 'is_inner': True, 'url': 'http://pubmed.ncbi.nlm.nih.gov/17559750/'}]}
    2. Norquist, J. M., Watson, D. J., Yu, Q., Paolini, J. F., McQuarrie, K., & Santanello, N. C. (2007). Validation of a questionnaire to assess niacin-induced cutaneous flushing. Current Medical Research and Opinion,23, 1549–1560.
    1. {'text': '', 'ref_index': 1, 'ids': [{'type': 'DOI', 'value': '10.1097/00005650-200503000-00003', 'is_inner': False, 'url': 'https://doi.org/10.1097/00005650-200503000-00003'}, {'type': 'PubMed', 'value': '15725977', 'is_inner': True, 'url': 'http://pubmed.ncbi.nlm.nih.gov/15725977/'}]}
    2. Shaw, J. W., Johnson, J. A., & Coons, S. J. (2005). U.S. valuation of the EQ-5D health states: Development and testing of the D1 model. Medical Care,43, 203–220.
    1. Liu, H., Cella, D., Gerhson, R., Shen, J., Morales, L. S., Riley, W., & Hays, R. D. (submitted). Representativeness of the PROMIS internet panel.
    1. None
    2. Muthén, L. K., & Muthén, B. O. (1998). Mplus user’s guide (version 5.1). Los Angeles, CA: Muthén & Muthén.
    1. {'text': '', 'ref_index': 1, 'ids': [{'type': 'DOI', 'value': '10.1177/014662169401800304', 'is_inner': False, 'url': 'https://doi.org/10.1177/014662169401800304'}]}
    2. Samejima, F. (1994). Estimation of reliability coefficients using the test information function and its modifications. Applied Psychological Measurement,18, 229–244.
    1. None
    2. Thissen, D., Chen, W.-H., & Bock, R. D. (2003). Multilog (version 7.0). Lincolnwood, IL: Scientific Software International.
    1. {'text': '', 'ref_index': 1, 'ids': [{'type': 'DOI', 'value': '10.1177/0163278705275334', 'is_inner': False, 'url': 'https://doi.org/10.1177/0163278705275334'}, {'type': 'PubMed', 'value': '15851769', 'is_inner': True, 'url': 'http://pubmed.ncbi.nlm.nih.gov/15851769/'}]}
    2. Cella, D., Chang, C.-H., Wright, B., Von Roenn, J., & Skeel, R. (2005). Defining higher order dimensions of self-reported health: Further evidence for a two-dimensional structure. Evaluation & the Health Professions,28(2), 122–141.
    1. {'text': '', 'ref_index': 1, 'ids': [{'type': 'DOI', 'value': '10.1016/j.jclinepi.2006.07.001', 'is_inner': False, 'url': 'https://doi.org/10.1016/j.jclinepi.2006.07.001'}, {'type': 'PubMed', 'value': '17161756', 'is_inner': True, 'url': 'http://pubmed.ncbi.nlm.nih.gov/17161756/'}]}
    2. Chang, C.-H., Wright, B., Cella, D., & Hays, R. (2007). The SF-36 physical and mental health factors were confirmed in cancer and HIV/AIDS patients. Journal of Clinical Epidemiology,60, 68–72.
    1. {'text': '', 'ref_index': 1, 'ids': [{'type': 'DOI', 'value': '10.1037/1040-3590.2.1.22', 'is_inner': False, 'url': 'https://doi.org/10.1037/1040-3590.2.1.22'}]}
    2. Hays, R. D., & Stewart, A. L. (1990). The structure of self-reported health in chronic disease patients. Psychological Assessment,2, 22–30.
    1. {'text': '', 'ref_index': 1, 'ids': [{'type': 'DOI', 'value': '10.1186/1477-7525-5-54', 'is_inner': False, 'url': 'https://doi.org/10.1186/1477-7525-5-54'}, {'type': 'PMC', 'value': 'PMC2065865', 'is_inner': False, 'url': 'http://www.ncbi.nlm.nih.gov/pmc/articles/pmc2065865/'}, {'type': 'PubMed', 'value': '17825096', 'is_inner': True, 'url': 'http://pubmed.ncbi.nlm.nih.gov/17825096/'}]}
    2. Farivar, S. S., Cunningham, W. E., & Hays, R. D. (2007). Correlated physical and mental health summary scores for the SF-36 and SF-12 health survey, V. 1. Health and Quality of Life Outcomes,5, 54.
    1. {'text': '', 'ref_index': 1, 'ids': [{'type': 'DOI', 'value': '10.1097/00005650-199802000-00003', 'is_inner': False, 'url': 'https://doi.org/10.1097/00005650-199802000-00003'}, {'type': 'PubMed', 'value': '9475468', 'is_inner': True, 'url': 'http://pubmed.ncbi.nlm.nih.gov/9475468/'}]}
    2. Revicki, D. A., Sorensen, S., & Wu, A. W. (1998). Reliability and validity of physical and mental health summary scores from the Medical Outcomes Study HIV health survey. Medical Care,36, 126–137.
    1. None
    2. Ware, J. E., Kosinski, M., & Keller, S. D. (1994). SF-36 physical and mental health summary scales: A user’s manual. Boston, MA: The Health Institute.
    1. {'text': '', 'ref_index': 1, 'ids': [{'type': 'DOI', 'value': '10.1097/00005650-199603000-00003', 'is_inner': False, 'url': 'https://doi.org/10.1097/00005650-199603000-00003'}, {'type': 'PubMed', 'value': '8628042', 'is_inner': True, 'url': 'http://pubmed.ncbi.nlm.nih.gov/8628042/'}]}
    2. Ware, J. E., Jr., Kosinski, M., & Keller, S. D. (1996). A 12-item short-form health survey. Medical Care,34, 220–233.
    1. None
    2. Ware, J. E., Jr., Kosinski, M., Dewey, J. E., & Gandek, B. (2001). How to score and interpret single-item health status measures: A manual for users of the SF-8 health survey (with a supplement on the SF-6 health survey). Lincoln, RI: QualityMetric Incorporated.
    1. Revicki, D., Kawata, A. K., Harnam, N., Chen, W-H., Hays, R. D., & Cella, D. (2009). Predicting EuroQol (EQ-5D) scores from the patient-reported outcomes measurement information system (PROMIS) global items and domain item banks in a United States sample. Quality of Life Research. doi:10.1007/s11136-009-9489-8.

Source: PubMed

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