Measurement invariance of the 10-item resilience scale specific to cancer in Americans and Chinese: A propensity score–based multidimensional item response theory analysis

Journal article

Liang, M., Chen, P., Molassiotis, A., Jeon, S., Tang, Y., Hu, G., Zhu, Y., Sun, Z., Yu, Y., Knobf, T.M., Ye, Z. and Molasiotis, A. 2023. Measurement invariance of the 10-item resilience scale specific to cancer in Americans and Chinese: A propensity score–based multidimensional item response theory analysis. Asia-Pacific Journal of Oncology Nursing. 10 (1), pp. 1-8. https://doi.org/10.1016/j.apjon.2022.100171
AuthorsLiang, M., Chen, P., Molassiotis, A., Jeon, S., Tang, Y., Hu, G., Zhu, Y., Sun, Z., Yu, Y., Knobf, T.M., Ye, Z. and Molasiotis, A.
Abstract

Little is known about the measurement invariance (MI) of resilience instruments in cancer care. This study was designed to examine MI of 10-Item Resilience Scale (RS-SC-10) in Americans and Chinese with cancer using propensity score–based multidimensional item response theory (MIRT) analysis.
A sample of 924 patients were enrolled in the Be Resilient to Cancer trial involving 1 hospital in America and 3 hospitals in China. Data were collected from the RS-SC-10 and Hospital Anxiety and Depression Scale. Propensity score matching and MIRT were performed to evaluate Differential Item Function. Integrated Discrimination Improvement and Net Reclassification Improvement were used to indirectly estimate the MI through incremental prediction ability of MIRT-based score over total score. RS-SC-10 retained 10 items with monotonous thresholds and its original two-factor structure. Nonuniform Differential Item Function was recognized in Item 4 (P ​= ​0.0011, Δ%β1 ​= ​4.15%) and Item 8 (P ​= ​0.0017, Δ%β1 ​= ​5.99%). Net Reclassification Improvement ranged from 9.04% to 35.01%, and Integrated Discrimination Improvement ranged from 8.82% to 20.60%. Although partial MI has been identified between Americans and Chinese, RS-SC-10 remains a critical indicator to emotional distress in cancer care.

KeywordsMeasurement invariance; Resilience; RS-SC-10; Propensity score matching
Year2023
JournalAsia-Pacific Journal of Oncology Nursing
Journal citation10 (1), pp. 1-8
PublisherElsevier
ISSN2349-6673
Digital Object Identifier (DOI)https://doi.org/10.1016/j.apjon.2022.100171
Web address (URL)http://www.scopus.com/inward/record.url?eid=2-s2.0-85146040593&partnerID=MN8TOARS
https://www.sciencedirect.com/science/article/pii/S2347562522002293
Output statusPublished
Publication dates04 Jan 2023
Publication process dates
Accepted22 Nov 2022
Deposited01 Mar 2023
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https://repository.derby.ac.uk/item/9x68v/measurement-invariance-of-the-10-item-resilience-scale-specific-to-cancer-in-americans-and-chinese-a-propensity-score-based-multidimensional-item-response-theory-analysis

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