Skip to main content

Advertisement

Log in

Validation of the PROMIS® measures of self-efficacy for managing chronic conditions

  • Published:
Quality of Life Research Aims and scope Submit manuscript

Abstract

Purpose

The Patient-Reported Outcomes Measurement Information System® (PROMIS®) was designed to develop, validate, and standardize item banks to measure key domains of physical, mental, and social health in chronic conditions. This paper reports the calibration and validation testing of the PROMIS Self-Efficacy for Managing Chronic Conditions measures.

Methods

PROMIS Self-Efficacy for Managing Chronic Conditions item banks comprise five domains, Self-Efficacy for Managing: Daily Activities, Symptoms, Medications and Treatments, Emotions, and Social Interactions. Banks were calibrated in 1087 subjects from two data sources: 837 patients with chronic neurologic conditions (epilepsy, multiple sclerosis, neuropathy, Parkinson disease, and stroke) and 250 subjects from an online Internet sample of adults with general chronic conditions. Scores were compared with one legacy scale: Self-Efficacy for Managing Chronic Disease 6-Item scale (SEMCD6) and five PROMIS short forms: Global Health (Physical and Mental), Physical Function, Fatigue, Depression, and Anxiety.

Results

The sample was 57% female, mean age = 53.8 (SD = 14.7), 76% white, 21% African American, 6% Hispanic, and 76% with greater than high school education. Full-item banks were created for each domain. All measures had good internal consistency and correlated well with SEMCD6 (r  = 0.56–0.75). Significant correlations were seen between the Self-Efficacy measures and other PROMIS short forms (r  > 0.38).

Conclusions

The newly developed PROMIS Self-Efficacy for Managing Chronic Conditions measures include five domains of self-efficacy that were calibrated across diverse chronic conditions and show good internal consistency and cross-sectional validity.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Similar content being viewed by others

References

  1. Cella, D., 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.

    Article  PubMed  PubMed Central  Google Scholar 

  2. Bandura, A. (1989). Human agency in social cognitive theory. The American Psychologist, 44(9), 1175–1184.

    Article  CAS  PubMed  Google Scholar 

  3. Clark, N. M., & Dodge, J. A. (1999). Exploring self-efficacy as a predictor of disease management. Health Education & Behavior, 26(1), 72–89.

    Article  CAS  Google Scholar 

  4. Ashford, S., Edmunds, J., & French, D. P. (2010). What is the best way to change self-efficacy to promote lifestyle and recreational physical activity? A systematic review with meta-analysis. British Journal of Health Psychology, 15(Pt 2), 265–288.

    Article  PubMed  Google Scholar 

  5. Bodenheimer, T., et al. (2002). Patient self-management of chronic disease in primary care. JAMA, 288(19), 2469–2475.

    Article  PubMed  Google Scholar 

  6. Holman, H. R., & Lorig, K. (1992). Perceived self-efficacy in self-management of chronic disease, in Self-efficacy: thought control of action. New York: Hemishperes Publications.

    Google Scholar 

  7. Lorig, K. R., et al. (2001). Effect of a self-management program on patients with chronic disease. Effective Clinical Practice, 4(6), 256–262.

    CAS  PubMed  Google Scholar 

  8. Bandura, A., & Self-efficacy (1977). toward a unifying theory of behavioral change. Psychological Review, 84(2), 191–215.

    Article  CAS  PubMed  Google Scholar 

  9. Schwartz, C. E., et al. (1996). Measuring self-efficacy in people with multiple sclerosis: a validation study. Archives of Physical Medicine and Rehabilitation, 77(4), 394–398.

    Article  CAS  PubMed  Google Scholar 

  10. Wu, A. M., Tang, C. S., & Kwok, T. C. (2004). Self-efficacy, health locus of control, and psychological distress in elderly Chinese women with chronic illnesses. Aging & Mental Health, 8(1), 21–28.

    Article  CAS  Google Scholar 

  11. Chlebowy, D. O., & Garvin, B. J. (2006). Social support, self-efficacy, and outcome expectations: impact on self-care behaviors and glycemic control in Caucasian and African American adults with type 2 diabetes. The Diabetes Educator, 32(5), 777–786.

    Article  PubMed  Google Scholar 

  12. Lorig, K., et al. (1985). Outcomes of self-help education for patients with arthritis. Arthritis and Rheumatism, 28(6), 680–685.

    Article  CAS  PubMed  Google Scholar 

  13. Beckham, J. C., et al. (1997). Self-efficacy and adjustment in cancer patients: A preliminary report. Behavioral Medicine, 23(3), 138–142.

    Article  CAS  PubMed  Google Scholar 

  14. Denison, E., Asenlof, P., & Lindberg, P. (2004). Self-efficacy, fear avoidance, and pain intensity as predictors of disability in subacute and chronic musculoskeletal pain patients in primary health care. Pain, 111(3), 245–252.

    Article  PubMed  Google Scholar 

  15. Kuijer, R. G., & D.T.D. De Ridder (2003). Discrepancy in illness-related goals and quality of life in chronically ill patients: The role of self-efficacy. Psychology & Health, 18(3), 313–330.

    Article  Google Scholar 

  16. Riazi, A., Thompson, A. J., & Hobart, J. C. (2004). Self-efficacy predicts self-reported health status in multiple sclerosis. Multiple Sclerosis, 10(1), 61–66.

    Article  CAS  PubMed  Google Scholar 

  17. Hellstrom, K., et al. (2003). Self-efficacy in relation to impairments and activities of daily living disability in elderly patients with stroke: A prospective investigation. Journal of Rehabilitation Medicine, 35(5), 202–207.

    Article  PubMed  Google Scholar 

  18. Edwards, R., et al. (2001). Self-efficacy as a predictor of adult adjustment to sickle cell disease: One-year outcomes. Psychosomatic Medicine, 63(5), 850–858.

    Article  CAS  PubMed  Google Scholar 

  19. Holman, H., Mazonson, P., & Lorig, K. (1989). Health education for self-management has significant early and sustained benefits in chronic arthritis. Transactions of the Association of American Physicians, 102, 204–208.

    CAS  PubMed  Google Scholar 

  20. Lenker, S. L., Lorig, K., & Gallagher, D. (1984). Reasons for the lack of association between changes in health behavior and improved health status: An exploratory study. Patient Education and Counseling, 6(2), 69–72.

    Article  CAS  PubMed  Google Scholar 

  21. Lorig, K., et al. (1989). The beneficial outcomes of the arthritis self-management course are not adequately explained by behavior change. Arthritis and Rheumatism, 32(1), 91–95.

    Article  CAS  PubMed  Google Scholar 

  22. Howorka, K., et al. (2000). Empowering diabetes out-patients with structured education: Short-term and long-term effects of functional insulin treatment on perceived control over diabetes. Journal of Psychosomatic Research, 48(1), 37–44.

    Article  CAS  PubMed  Google Scholar 

  23. Rigby, S. A., Thornton, E. W., & Young, C. A. (2008). A randomized group intervention trial to enhance mood and self-efficacy in people with multiple sclerosis. British Journal of Health Psychology, 13(Pt 4), 619–631.

    Article  CAS  PubMed  Google Scholar 

  24. Lev, E. L., & Owen, S.V. (1996). A measure of self-care self-efficacy. Research in Nursing & Health, 19(5), 421–429.

    Article  CAS  Google Scholar 

  25. Fernandez, S., et al. (2008). Revision and validation of the medication adherence self-efficacy scale (MASES) in hypertensive African Americans. Journal of Behavioral Medicine, 31(6), 453–462.

    Article  PubMed  PubMed Central  Google Scholar 

  26. Rodgers, W. M., et al. (2008). Evidence for a multidimensional self-efficacy for exercise scale. Research Quarterly for Exercise and Sport, 79(2), 222–234.

    Article  CAS  PubMed  Google Scholar 

  27. Frei, A., et al. (2009). Self-efficacy instruments for patients with chronic diseases suffer from methodological limitations—A systematic review. Health and Quality of Life Outcomes, 7, 86.

    Article  PubMed  PubMed Central  Google Scholar 

  28. Lorig, K. S. A., Ritter, P., González, V. (1996). Outcome measures for health education and other health care interventions. Thousand Oaks: Sage Publications, Inc.

    Google Scholar 

  29. Lorig, K., Chastain, R. L., Ung, E., Shoors, S., & Holman, H. R. (1989). Development and evaluation of a scale to measure perceived self-efficacy in people with arthritis. Arthritis & Rhuematology, 32(1), 37–44.

    Article  CAS  Google Scholar 

  30. Reeve, B. B., et al. (2007). Psychometric evaluation and calibration of health-related quality of life item banks: Plans for the Patient-Reported Outcomes Measurement Information System (PROMIS). Medical Care, 45(5 Suppl 1), S22–S31.

    Article  PubMed  Google Scholar 

  31. DeWalt, D.A., Rothrock, N., Yount S., Stone, A., on behalf of the PROMIS Cooperative Group. (2007). Evaluation of item candidates—The PROMIS qualitative item review. Medical Care, 45, S12–S21.

    Article  PubMed  PubMed Central  Google Scholar 

  32. Sood, P., Romero, R., Velozo, C., Gruber-Baldini, A., Shulman L.(2015). Defining and prioritizing sub-domains of self-efficacy for managing chronic conditions: A web-based delphi technique. Archives of Physical Medicine and Rehabilitation, 96, 10, e4.

    Article  Google Scholar 

  33. Rothrock, N. E., et al. (2010). Relative to the general US population, chronic diseases are associated with poorer health-related quality of life as measured by the Patient-Reported Outcomes Measurement Information System (PROMIS). Journal of Clinical Epidemiology, 63(11), 1195–1204.

    Article  PubMed  PubMed Central  Google Scholar 

  34. Hong, I., et al. (2016) Assessment of the psychometrics of a PROMIS item bank: Self-efficacy for managing daily activities. Quality of Life Research. 25(9), 2221–2232.

    Article  PubMed  Google Scholar 

  35. Muthén, L. K., & Muthén, B. O. ( 2012) Mplus. Los Angeles: Muthén & Muthén.

  36. Revicki, D. A., et al. (2014). Exploratory and confirmatory factor analysis of the PROMIS pain quality item bank. Quality of Life Research, 23(1), 245–255.

    Article  PubMed  Google Scholar 

  37. Cai, L., Thissen, D., & S.H.C. du Toit (2011). IRTPRO for Windows. Lincolnwood: Scientific Software International.

    Google Scholar 

  38. Bonita, R., & Beaglehole, R. (1988). Recovery of motor function after stroke. Stroke, 19(12), 1497–1500.

    Article  CAS  PubMed  Google Scholar 

  39. Collin, C., et al. (1988). The Barthel ADL Index: a reliability study. International Disability Studies, 10(2), 61–63.

    Article  CAS  PubMed  Google Scholar 

  40. Mahoney, F. I., & Barthel, D. W. (1965). Functional evaluation: The Barthel Index. Maryland State Medical Journal, 14, 61–65.

    CAS  PubMed  Google Scholar 

  41. Wade, D. T., & Collin, C. (1988). The Barthel ADL Index: A standard measure of physical disability? International Disability Studies, 10(2), 64–67.

    Article  CAS  PubMed  Google Scholar 

  42. Melchior, M. A., et al. (2013). Intermediate outcomes of a chronic disease self-management program for spanish-speaking older adults in South Florida, 2008–2010. Preventing Chronic Disease, 10, E146.

    Article  PubMed  PubMed Central  Google Scholar 

  43. Carstensen, L. L., Isaacowitz, D. M., & Charles, S. T. (1999). Taking time seriously. A theory of socioemotional selectivity. The American Psychologist, 54(3), 165–181.

    Article  CAS  PubMed  Google Scholar 

  44. Gruber-Baldini, A., Velozo, C., Romero, S., Barr, E., Armstrong, M., & Shulman, L. (2014). PROMIS physical and mental health measures across 5 neurologic disorders, platform, American neurologic association annual meeting. Annals of Neurology, 76, S36.

    Google Scholar 

  45. Bjorner, J. B., et al. (2014). Difference in method of administration did not significantly impact item response: an IRT-based analysis from the Patient-Reported Outcomes Measurement Information System (PROMIS) initiative. Quality of Life Research, 23(1), 217–227.

    Article  PubMed  Google Scholar 

Download references

Acknowledgements

The study was funded by the National Institutes of Health, Grant 1U01AR057967-01, “Development and Validation of a Self-Efficacy Item Bank,” awarded to Lisa Shulman (Principal Investigator) and Ann Gruber-Baldini, Sergio Romero, and Craig Velozo (Co-Investigators). The results and conclusions presented in this paper are those of the authors and are independent from the funding source. The scales and item banks described in this paper are freely available at http://www.healthmeasures.net/explore-measurement-systems/promis. The authors would like to thank other members of the research team for their efforts, including Karen Anderson, MD, Barbara Resnick, RN, PhD, Melissa Armstrong, MD, Erik Barr, MS, Latasha Shoffner, BA, Katrina Schrader, BA, Rena Atayeva, BA, Yoo Jin Rhee, BA, Chih-Ying Li, Ickpyo Hong, and Maria Okafor, PhD.

Author information

Authors and Affiliations

Authors

Corresponding authors

Correspondence to Ann L. Gruber-Baldini or Lisa M. Shulman.

Ethics declarations

Conflict of interest

The authors declare that they have no conflict of interest.

Ethics/IRB approvals

Informed consent was obtained from all individual participants included in the study. This study was approved by the Institutional review boards (IRB) of the University of Maryland (#HP-000432550), the Medical University of South Carolina (#Pro00033397), and the University of Florida (#261–2010). All procedures performed in studies involving human participants were in accordance with the ethical standards of the institutional and/or national research committee and with the 1964 Helsinki declaration and its later amendments or comparable ethical standards.

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Gruber-Baldini, A.L., Velozo, C., Romero, S. et al. Validation of the PROMIS® measures of self-efficacy for managing chronic conditions. Qual Life Res 26, 1915–1924 (2017). https://doi.org/10.1007/s11136-017-1527-3

Download citation

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s11136-017-1527-3

Keywords

Navigation