Skip to main content
main-content
Top

Tip

Swipe om te navigeren naar een ander artikel

Gepubliceerd in: Quality of Life Research 9/2016

01-09-2016

Assessment of the psychometrics of a PROMIS item bank: self-efficacy for managing daily activities

Auteurs: Ickpyo Hong, Craig A. Velozo, Chih-Ying Li, Sergio Romero, Ann L. Gruber-Baldini, Lisa M. Shulman

Gepubliceerd in: Quality of Life Research | Uitgave 9/2016

Log in om toegang te krijgen
share
DELEN

Deel dit onderdeel of sectie (kopieer de link)

  • Optie A:
    Klik op de rechtermuisknop op de link en selecteer de optie “linkadres kopiëren”
  • Optie B:
    Deel de link per e-mail

Abstract

Purpose

The aim of this study is to investigate the psychometrics of the Patient-Reported Outcomes Measurement Information System self-efficacy for managing daily activities item bank.

Methods

The item pool was field tested on a sample of 1087 participants via internet (n = 250) and in-clinic (n = 837) surveys. All participants reported having at least one chronic health condition. The 35 item pool was investigated for dimensionality (confirmatory factor analyses, CFA and exploratory factor analysis, EFA), item-total correlations, local independence, precision, and differential item functioning (DIF) across gender, race, ethnicity, age groups, data collection modes, and neurological chronic conditions (McFadden Pseudo R 2 less than 10 %).

Results

The item pool met two of the four CFA fit criteria (CFI = 0.952 and SRMR = 0.07). EFA analysis found a dominant first factor (eigenvalue = 24.34) and the ratio of first to second eigenvalue was 12.4. The item pool demonstrated good item-total correlations (0.59–0.85) and acceptable internal consistency (Cronbach’s alpha = 0.97). The item pool maintained its precision (reliability over 0.90) across a wide range of theta (3.70), and there was no significant DIF.

Conclusion

The findings indicated the item pool has sound psychometric properties and the test items are eligible for development of computerized adaptive testing and short forms.
Bijlagen
Alleen toegankelijk voor geautoriseerde gebruikers
Literatuur
2.
go back to reference Bodenheimer, T., Lorig, K., Holman, H., & Grumbach, K. (2002). Patient self-management of chronic disease in primary care. Journal of the American Medical Association, 288(19), 2469–2475. CrossRefPubMed Bodenheimer, T., Lorig, K., Holman, H., & Grumbach, K. (2002). Patient self-management of chronic disease in primary care. Journal of the American Medical Association, 288(19), 2469–2475. CrossRefPubMed
5.
go back to reference Gramstad, A., Iversen, E., & Engelsen, B. A. (2001). The impact of affectivity dispositions, self-efficacy and locus of control on psychosocial adjustment in patients with epilepsy. Epilepsy Research, 46(1), 53–61. CrossRefPubMed Gramstad, A., Iversen, E., & Engelsen, B. A. (2001). The impact of affectivity dispositions, self-efficacy and locus of control on psychosocial adjustment in patients with epilepsy. Epilepsy Research, 46(1), 53–61. CrossRefPubMed
6.
go back to reference Schwartz, C. E., Coulthard-Morris, L., Zeng, Q., & Retzlaff, P. (1996). Measuring self-efficacy in people with multiple sclerosis: A validation study. Archives of Physical Medicine and Rehabilitation, 77(4), 394–398. CrossRefPubMed Schwartz, C. E., Coulthard-Morris, L., Zeng, Q., & Retzlaff, P. (1996). Measuring self-efficacy in people with multiple sclerosis: A validation study. Archives of Physical Medicine and Rehabilitation, 77(4), 394–398. CrossRefPubMed
9.
go back to reference Edwards, R., Telfair, J., Cecil, H., & Lenoci, J. (2001). Self-efficacy as a predictor of adult adjustment to sickle cell disease: One-year outcomes. Psychosomatic Medicine, 63(5), 850–858. CrossRefPubMed Edwards, R., Telfair, J., Cecil, H., & Lenoci, J. (2001). Self-efficacy as a predictor of adult adjustment to sickle cell disease: One-year outcomes. Psychosomatic Medicine, 63(5), 850–858. CrossRefPubMed
10.
go back to reference Lorig, K., Chastain, R. L., Ung, E., Shoor, S., & Holman, H. R. (1989). Development and evaluation of a scale to measure perceived self-efficacy in people with arthritis. Arthritis and Rheumatism, 32(1), 37–44. CrossRefPubMed Lorig, K., Chastain, R. L., Ung, E., Shoor, S., & Holman, H. R. (1989). Development and evaluation of a scale to measure perceived self-efficacy in people with arthritis. Arthritis and Rheumatism, 32(1), 37–44. CrossRefPubMed
11.
go back to reference Lorig, K. R., Sobel, D. S., Ritter, P. L., Laurent, D., & Hobbs, M. (2001). Effect of a self-management program on patients with chronic disease. Effective Clinical Practice, 4(6), 256–262. PubMed Lorig, K. R., Sobel, D. S., Ritter, P. L., Laurent, D., & Hobbs, M. (2001). Effect of a self-management program on patients with chronic disease. Effective Clinical Practice, 4(6), 256–262. PubMed
12.
go back to reference Reeve, B. B., Hays, R. D., Bjorner, J. B., Cook, K. F., Crane, P. K., Teresi, J. A., 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. doi: 10.​1097/​01.​mlr.​0000250483.​85507.​04. CrossRefPubMed Reeve, B. B., Hays, R. D., Bjorner, J. B., Cook, K. F., Crane, P. K., Teresi, J. A., 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. doi: 10.​1097/​01.​mlr.​0000250483.​85507.​04. CrossRefPubMed
13.
go back to reference van der Linden, W. J., & Hambleton, R. K. (1997). Handbook of modern item response theory. New York: Springer. CrossRef van der Linden, W. J., & Hambleton, R. K. (1997). Handbook of modern item response theory. New York: Springer. CrossRef
17.
go back to reference IBM SPSS Statistics for Windows. (2013). (22.0 ed.). Armonk, NY: IBM Corp. IBM SPSS Statistics for Windows. (2013). (22.0 ed.). Armonk, NY: IBM Corp.
18.
go back to reference Hair, J. F., Anderson, R. E., Tatham, R. I., & Black, W. C. (1998). Multivariate data analysis with readings. Prentice Hall: NY. Hair, J. F., Anderson, R. E., Tatham, R. I., & Black, W. C. (1998). Multivariate data analysis with readings. Prentice Hall: NY.
20.
go back to reference McHorney, C. A., & Tarlov, A. R. (1995). Individual-patient monitoring in clinical practice: Are available health status surveys adequate? Quality of Life Research: An International Journal of Quality of Life Aspects of Treatment, Care and Rehabilitation, 4(4), 293–307. CrossRef McHorney, C. A., & Tarlov, A. R. (1995). Individual-patient monitoring in clinical practice: Are available health status surveys adequate? Quality of Life Research: An International Journal of Quality of Life Aspects of Treatment, Care and Rehabilitation, 4(4), 293–307. CrossRef
21.
go back to reference Muthén, L. K., & Muthén, B. O. (2012). Mplus (7.11th ed.). CA: Los Angeles. Muthén, L. K., & Muthén, B. O. (2012). Mplus (7.11th ed.). CA: Los Angeles.
22.
go back to reference Revicki, D. A., Cook, K. F., Amtmann, D., Harnam, N., Chen, W. H., & Keefe, F. J. (2014). Exploratory and confirmatory factor analysis of the PROMIS pain quality item bank. Quality of Life Research, 23(1), 245–255. doi: 10.​1007/​s11136-013-0467-9. CrossRefPubMed Revicki, D. A., Cook, K. F., Amtmann, D., Harnam, N., Chen, W. H., & Keefe, F. J. (2014). Exploratory and confirmatory factor analysis of the PROMIS pain quality item bank. Quality of Life Research, 23(1), 245–255. doi: 10.​1007/​s11136-013-0467-9. CrossRefPubMed
23.
go back to reference Cai, L., Thissen, D., & du Toit, S. H. C. (2011). IRTPRO for Windows (2.1st ed.). Lincolnwood, IL: Scientific Software International. Cai, L., Thissen, D., & du Toit, S. H. C. (2011). IRTPRO for Windows (2.1st ed.). Lincolnwood, IL: Scientific Software International.
24.
go back to reference Orlando, M., & Thissen, D. (2000). Likelihood-based item-fit indices for dichotomous item response theory models. Applied Psychological Measurement, 24(1), 50–64. CrossRef Orlando, M., & Thissen, D. (2000). Likelihood-based item-fit indices for dichotomous item response theory models. Applied Psychological Measurement, 24(1), 50–64. CrossRef
25.
go back to reference Orlando, M., & Thissen, D. (2003). Further investigation of the performance of S − χ 2: An item fit index for use with dichotomous item response theory models. Applied Psychological Measurement, 27(4), 289–298. doi: 10.​1177/​0146621603027004​004. CrossRef Orlando, M., & Thissen, D. (2003). Further investigation of the performance of S − χ 2: An item fit index for use with dichotomous item response theory models. Applied Psychological Measurement, 27(4), 289–298. doi: 10.​1177/​0146621603027004​004. CrossRef
26.
go back to reference Dodd, B., Koch, W., & De Ayala, R. (1989). Operational characteristics of adaptive testing procedures using the graded response model. Applied Psychological Measurement, 13(2), 129–143. CrossRef Dodd, B., Koch, W., & De Ayala, R. (1989). Operational characteristics of adaptive testing procedures using the graded response model. Applied Psychological Measurement, 13(2), 129–143. CrossRef
27.
go back to reference Choi, S. W., Gibbons, L. E., & Crane, P. K. (2011). Lordif: An R Package for detecting differential item functioning using iterative hybrid ordinal logistic regression/item response theory and Monte Carlo simulations. Journal of Statistical Software, 39(8), 1–30. CrossRefPubMedPubMedCentral Choi, S. W., Gibbons, L. E., & Crane, P. K. (2011). Lordif: An R Package for detecting differential item functioning using iterative hybrid ordinal logistic regression/item response theory and Monte Carlo simulations. Journal of Statistical Software, 39(8), 1–30. CrossRefPubMedPubMedCentral
29.
go back to reference Irwin, D. E., Stucky, B., Langer, M. M., Thissen, D., DeWitt, E. M., Lai, J.-S., et al. (2010). An item response analysis of the pediatric PROMIS anxiety and depressive symptoms scales. Quality of Life Research: An International Journal of Quality of Life Aspects of Treatment, Care and Rehabilitation, 19(4), 595–607. doi: 10.​1007/​s11136-010-9619-3. CrossRef Irwin, D. E., Stucky, B., Langer, M. M., Thissen, D., DeWitt, E. M., Lai, J.-S., et al. (2010). An item response analysis of the pediatric PROMIS anxiety and depressive symptoms scales. Quality of Life Research: An International Journal of Quality of Life Aspects of Treatment, Care and Rehabilitation, 19(4), 595–607. doi: 10.​1007/​s11136-010-9619-3. CrossRef
30.
go back to reference Lai, J.-S., Cella, D., Choi, S., Junghaenel, D. U., Christodoulou, C., Gershon, R., et al. (2011). How item banks and their application can influence measurement practice in rehabilitation medicine: A PROMIS fatigue item bank example. Archives of Physical Medicine and Rehabilitation, 92(10), S20–S27. CrossRefPubMedPubMedCentral Lai, J.-S., Cella, D., Choi, S., Junghaenel, D. U., Christodoulou, C., Gershon, R., et al. (2011). How item banks and their application can influence measurement practice in rehabilitation medicine: A PROMIS fatigue item bank example. Archives of Physical Medicine and Rehabilitation, 92(10), S20–S27. CrossRefPubMedPubMedCentral
31.
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. doi: 10.​1177/​1073191111411667​. 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. doi: 10.​1177/​1073191111411667​. CrossRefPubMedPubMedCentral
32.
go back to reference Hays, R. D., Morales, L. S., & Reise, S. P. (2000). Item response theory and health outcomes measurement in the 21st century. Medical Care, 38(9 Suppl), 28–42. Hays, R. D., Morales, L. S., & Reise, S. P. (2000). Item response theory and health outcomes measurement in the 21st century. Medical Care, 38(9 Suppl), 28–42.
33.
go back to reference Rose, M., Bjorner, J. B., Becker, J., Fries, J. F., & Ware, J. E. (2008). Evaluation of a preliminary physical function item bank supported the expected advantages of the Patient-Reported Outcomes Measurement Information System (PROMIS). Journal of Clinical Epidemiology, 61(1), 17–33. doi: 10.​1016/​j.​jclinepi.​2006.​06.​025. CrossRefPubMed Rose, M., Bjorner, J. B., Becker, J., Fries, J. F., & Ware, J. E. (2008). Evaluation of a preliminary physical function item bank supported the expected advantages of the Patient-Reported Outcomes Measurement Information System (PROMIS). Journal of Clinical Epidemiology, 61(1), 17–33. doi: 10.​1016/​j.​jclinepi.​2006.​06.​025. CrossRefPubMed
34.
Metagegevens
Titel
Assessment of the psychometrics of a PROMIS item bank: self-efficacy for managing daily activities
Auteurs
Ickpyo Hong
Craig A. Velozo
Chih-Ying Li
Sergio Romero
Ann L. Gruber-Baldini
Lisa M. Shulman
Publicatiedatum
01-09-2016
Uitgeverij
Springer International Publishing
Gepubliceerd in
Quality of Life Research / Uitgave 9/2016
Print ISSN: 0962-9343
Elektronisch ISSN: 1573-2649
DOI
https://doi.org/10.1007/s11136-016-1270-1