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02.01.2019

Differential item functioning of the PROMIS physical function, pain interference, and pain behavior item banks across patients with different musculoskeletal disorders and persons from the general population

verfasst von: Martine H. P. Crins, Caroline B. Terwee, Oguzhan Ogreden, Wouter Schuller, Paul Dekker, Gerard Flens, Daphne C. Rohrich, Leo D. Roorda

Erschienen in: Quality of Life Research | Ausgabe 5/2019

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Abstract

Purpose

To investigate the validity of comparisons across patients with different musculoskeletal disorders and persons from the general population by evaluating differential item functioning (DIF) for the PROMIS physical function (PROMIS-PF), pain interference (PROMIS-PI), and pain behavior (PROMIS-PB) item banks.

Methods

Patients with chronic pain, rheumatoid arthritis (RA), or osteoarthritis (OA); patients receiving physiotherapy (PT); and persons from the Dutch general population completed the full Dutch-Flemish PROMIS-PF (121-items), PROMIS-PI (40-items), or PROMIS-PB (39-items) banks. DIF was assessed with ordinal logistic regression models and McFadden’s pseudo R²-change of ≥ 2% as critical value. The impact of DIF on item scores and the T-scores per bank was examined by inspecting item characteristic curves (ICCs) and test characteristic curves (TCCs).

Results

2762 patients with chronic pain, 2029 with RA, 1247 with OA, 805 receiving PT, and 1310 healthy persons participated. For the PROMIS-PF, 25 out of 121 items were flagged for DIF, of which 10 items were flagged in multiple comparisons. For the PROMIS-PI, only 2 out of 40 items were flagged for DIF and for the PROMIS-PB, only 3 out of 39 items. Most DIF items had R² values just above the critical value of 2% and all showed uniform DIF. The ICCs and TCCs showed that the magnitude and impact of DIF on the item and T-scores were negligible.

Conclusions

This study supports the universal applicability of PROMIS across (patient) populations. Comparisons across patients with different musculoskeletal disorders and persons from the general population are valid, when applying the PROMIS-PF, PROMIS-PI, and PROMIS-PB banks.

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Cella, D., Gershon, R., Lai, J., & Choi, S. (2007). The future of outcomes measurement: Item banking, tailored short-forms, and computerized adaptive assessment. Quality of Life Research, 16(1), 133–141.CrossRefPubMed

Cella, D., Riley, W., Stone, A., Rothrock, N., Reeve, B., Yount, S., … Hays, R. (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. https://doi.org/10.1016/j.jclinepi.2010.04.011.CrossRefPubMedPubMedCentral

Fries, J. F., Bruce, B., Bjorner, J., & Rose, M. (2006). More relevant, precise, and efficient items for assessment of physical function and disability: Moving beyond the classic instruments. Annals of the Rheumatic Diseases, 65(Suppl 3), iii16–i21. https://doi.org/10.1136/ard.2006.059279.CrossRefPubMedPubMedCentral

Fries, J., Rose, M., & Krishnan, E. (2011). The PROMIS of better outcome assessment: Responsiveness, floor and ceiling effects, and internet administration. The Journal of Rheumatology, 38(8), 1759–1764. https://doi.org/10.3899/jrheum.110402.CrossRefPubMed

Fries, J. F., Krishnan, E., Rose, M., Lingala, B., & Bruce, B. (2011). Improved responsiveness and reduced sample size requirements of PROMIS physical function scales with item response theory. Arthritis Research & Therapy, 13(5), R147. https://doi.org/10.1186/ar3461.CrossRef

Oude Voshaar, M. A. H., ten Klooster, P. M., Glas, C. A. W., Vonkeman, H. E., Krishnan, E., & van de Laar, M. A. F. J. (2014). Relative Performance of Commonly Used Physical Function Questionnaires in rheumatoid arthritis and a patient-reported outcomes measurement information system computerized adaptive test. Arthritis & Rheumatology, 66(10), 2900–2908. https://doi.org/10.1002/art.38759.CrossRef

Reeve, B. B., Hays, R. D., Bjorner, J. B., Cook, K. F., Crane, P. K., Teresi, J. A., … Cella, D. (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), 22–31. https://doi.org/10.1097/01.mlr.0000250483.85507.04.CrossRef

Holland, P., & Wainer, H. (1993). Differential item functioning. Hillsdale, NJ: Lawrence Erlbaum Associates.

Embretson, S. E., & Reise, S. P. (2000). Item response theory for psychologists. Mahwah, NJ: Lawrence Erlbaum Associates.

10.

Rose, M., Bjorner, J. B., Gandek, B., Bruce, B., Fries, J. F., & Ware, J. E. (2014). The PROMIS Physical Function item bank was calibrated to a standardized metric and shown to improve measurement efficiency. Journal of Clinical Epidemiology, 67(5), 516–526. https://doi.org/10.1016/j.jclinepi.2013.10.024.CrossRefPubMedPubMedCentral

11.

Amtmann, D., Cook, K. F., Jensen, M. P., Chen, W.-H., Choi, S., Revicki, D., … Lai, J.-S. (2010). Development of a PROMIS item bank to measure pain interference. Pain, 150(1), 173–182. https://doi.org/10.1016/j.pain.2010.04.025.CrossRefPubMedPubMedCentral

12.

Revicki, D. A., Chen, W.-H., Harnam, N., Cook, K. F., Amtmann, D., Callahan, L. F., … Keefe, F. J. (2009). Development and psychometric analysis of the PROMIS pain behavior item bank. Pain, 146(1–2), 158–169. https://doi.org/10.1016/j.pain.2009.07.029.CrossRefPubMedPubMedCentral

13.

Crins, M. H. P., Roorda, L. D., Smits, N., de Vet, H. C. W., Westhovens, R., Cella, D., … Terwee, C. B. (2016). Calibration of the Dutch-Flemish PROMIS Pain Behavior item bank in patients with chronic pain. European Journal of Pain, 20(2), 284–296. https://doi.org/10.1002/ejp.727.CrossRefPubMed

14.

Crins, M. H. P., Roorda, L. D., Smits, N., de Vet, H. C. W., Westhovens, R., Cella, D., … Terwee, C. B. (2015). Calibration and validation of the Dutch-Flemish PROMIS pain interference item bank in patients with chronic pain. PLoS ONE, 10(7), 1–18. https://doi.org/10.1371/journal.pone.0134094.CrossRef

15.

Oude Voshaar, M. A. H., ten Klooster, P. M., Glas, C. A. W., Vonkeman, H. E., Taal, E., Krishnan, E., … van de Laar, M. A. F. J. (2014). Calibration of the PROMIS physical function item bank in Dutch patients with rheumatoid arthritis. PLoS ONE, 9(3), e92367. https://doi.org/10.1371/journal.pone.0092367.CrossRefPubMedPubMedCentral

16.

Crins, M. H. P., Terwee, C. B., Klausch, T., Smits, N., de Vet, H. C. W., Westhovens, R., … Roorda, L. D. (2017). The Dutch-Flemish PROMIS physical function item bank exhibited strong psychometric properties in patients with chronic pain. Journal of Clinical Epidemiology, 87, 47–58. https://doi.org/10.1016/j.jclinepi.2017.03.011.CrossRefPubMed

17.

Crins, M., Wees, van der, P., Klausch, T., Dulmen, van, S., Roorda, L., & Terwee, C. (2018). Psychometric properties of the PROMIS physical function item bank in patients receiving physical therapy. PLoS ONE, 13(2), 1–14. https://doi.org/10.1371/journal.pone.0192187.CrossRef

18.

Paz, S. H., Spritzer, K. L., Reise, S. P., & Hays, R. D. (2017). Differential item functioning of the patient-reported outcomes information system (PROMIS®) pain interference item bank by language (Spanish versus English). Quality of Life Research, 26(6), 1451–1462. https://doi.org/10.1007/s11136-017-1499-3.CrossRefPubMedPubMedCentral

19.

Crins, M., Terwee, C., Westhovens, R., Schaardenburg van, D., Smits, N., Joly, J., … Roorda, L. (2018). First validation of the full PROMIS pain interference and pain behavior item banks in patients with rheumatoid arthritis. Arthritis Care & Research (submitted for publication).

20.

Schuller, W., Terwee, C., Klausch, T., Roorda, L., Rohrich, D., Ostelo, R., … de Vet, H. (2018). Validation of the Dutch-Flemish PROMIS pain behavior item bank in patients with musculoskeletal complaints. PLoS ONE (submitted for publication).

21.

Schuller, W., Terwee, C., Klausch, T., Roorda, L., Rohrich, D., Ostelo, R., … de Vet, H. (2018). Validation of the Dutch-Flemish PROMIS pain interference item bank in patients with musculoskeletal complaints. Spine. https://doi.org/10.1097/BRS.0000000000002847.CrossRef

22.

Hung, M., Clegg, D. O., Greene, T., & Saltzman, C. L. (2011). Evaluation of the PROMIS physical function item bank in orthopaedic patients. Journal of Orthopaedic Research, 29(6), 947–953. https://doi.org/10.1002/jor.21308.CrossRefPubMed

23.

Paz, S. H., Spritzer, K. L., Morales, L. S., & Hays, R. D. (2013). Evaluation of the Patient-Reported Outcomes Information System (PROMIS(®)) Spanish-language physical functioning items. Quality of Life Research, 22(7), 1819–1830. https://doi.org/10.1007/s11136-012-0292-6.CrossRefPubMed

24.

Wesseling, J., Boers, M., Viergever, M. A., Hilberdink, W. K. H. A., Lafeber, F. P. J. G., Dekker, J., & Bijlsma, J. W. J. (2016). Cohort Profile: Cohort Hip and Cohort Knee (CHECK) study. International Journal of Epidemiology, 45(1), 36–44. https://doi.org/10.1093/ije/dyu177.CrossRefPubMed

25.

Wesseling, J., Dekker, J., Van Den Berg, W. B., Bierma-Zeinstra, S. M. A., Boers, M., Cats, H. A., … Bijlsma, J. W. J. (2009). CHECK (Cohort Hip and Cohort Knee): Similarities and differences with the osteoarthritis initiative. Annals of the Rheumatic Diseases, 68(9), 1413–1419. https://doi.org/10.1136/ard.2008.096164.CrossRefPubMed

26.

Terwee, C. B., Roorda, L. D., de Vet, H. C. W., Dekker, J., Westhovens, R., van Leeuwen, J., … Boers, M. (2014). Dutch-Flemish translation of 17 item banks from the Patient-Reported Outcomes Measurement Information System (PROMIS). Quality of Life Research, 23(6), 1733–1741. https://doi.org/10.1007/s11136-013-0611-6.CrossRefPubMed

27.

PROMIS. (2017). PROMIS pain interference scoring manual. Retrieved November 29, 2017, from http://www.healthmeasures.net/images/PROMIS/manuals/PROMIS_Pain_Interference_Scoring_Manual_02232017.pdf.

28.

PROMIS. (2015). PROMIS pain behavior scoring manual. Retrieved November 29, 2017, from http://www.healthmeasures.net/images/promis/manuals/PROMIS_Pain_Behavior_Scoring_Manual.pdf.

29.

Cook, K. F., Keefe, F., Jensen, M. P., Roddey, T. S., Callahan, L. F., Revicki, D., … Amtmann, D. (2013). Development and validation of a new self-report measure of pain behaviors. Pain, 154(12), 2867–2876. https://doi.org/10.1016/j.pain.2013.08.024.CrossRefPubMed

30.

Crane, P. K., Gibbons, L. E., Jolley, L., & van Belle, G. (2006). Differential item functioning analysis with ordinal logistic regression techniques: DIFdetect and difwithpar. Medical Care, 44(11 Suppl 3), S115–S123. https://doi.org/10.1097/01.mlr.0000245183.28384.ed.CrossRefPubMed

31.

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

32.

Choi, S. W., Gibbons, L. E., & Crane, P. K. (2016). Logistic ordinal regression differential item functioning using IRT, version 0.3-3. Retrieved December 14, 2016, from https://cran.r-project.org/web/packages/lordif/lordif.pdf.

33.

Scott, N. W., Fayers, P. M., Aaronson, N. K., Bottomley, A., de Graeff, A., Groenvold, M., … Sprangers, M. A. G. (2010). Differential item functioning (DIF) analyses of health-related quality of life instruments using logistic regression. Health and Quality of Life Outcomes, 8, 1–9. https://doi.org/10.1186/1477-7525-8-81.CrossRef

34.

PROMIS. (2014). Minimum requirements for the release of PROMIS instruments after translation and recommendations for further psychometric evaluation. Retrieved June 2, 2018, from http://www.healthmeasures.net/images/PROMIS/Standards_for_release_of_PROMIS_instruments_after_translation_v8.pdf.

35.

Cohen, J. (1988). Statistical power analysis for the behavioral sciences (2nd ed.). Hillsdale, NJ: Lawrence Earlbaum Associates. https://doi.org/10.1016/C2013-0-10517-X.CrossRef

36.

Hung, M., Hon, S. D., Franklin, J. D., Kendall, R. W., Lawrence, B. D., Neese, A., … Brodke, D. S. (2014). Psychometric properties of the promis physical function item bank in patients with spinal disorders. Spine, 39(2), 158–163. https://doi.org/10.1097/BRS.0000000000000097.CrossRefPubMed

37.

Paz, S. H., Spritzer, K. L., Morales, L. S., & Hays, R. D. (2013). Age-related differential item functioning for the Patient-Reported Outcomes Information System (PROMIS®) physical functioning items. Primary Health Care: Open Access. https://doi.org/10.4172/2167-1079.1000131.CrossRef

Titel: Differential item functioning of the PROMIS physical function, pain interference, and pain behavior item banks across patients with different musculoskeletal disorders and persons from the general population
verfasst von: Martine H. P. Crins
Caroline B. Terwee
Oguzhan Ogreden
Wouter Schuller
Paul Dekker
Gerard Flens
Daphne C. Rohrich
Leo D. Roorda
Publikationsdatum: 02.01.2019
Verlag: Springer International Publishing
Erschienen in: Quality of Life Research / Ausgabe 5/2019
Print ISSN: 0962-9343
Elektronische ISSN: 1573-2649
DOI: https://doi.org/10.1007/s11136-018-2087-x

Springer Medizin

Abstract

Purpose

Methods

Results

Conclusions

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