Skip to main content
Top
Published in: Health and Quality of Life Outcomes 1/2018

Open Access 01-12-2018 | Research

Psychometric properties and measurement equivalence of the Multidimensional Fatigue Syndrome Inventory- Short Form (MFSI-SF) amongst breast cancer and lymphoma patients in Singapore

Authors: Alexandre Chan, Claire Lew, Xiao Jun Wang, Terence Ng, Jung-woo Chae, Hui Ling Yeo, Maung Shwe, Yan Xiang Gan

Published in: Health and Quality of Life Outcomes | Issue 1/2018

Login to get access

Abstract

Background

Currently, several fatigue measurement instruments are available to evaluate and measure cancer-related fatigue. Amongst them, Multidimensional Fatigue Syndrome Inventory-Short Form (MFSI-SF) is a self-reported instrument and a multidimensional scale that aims to capture the global, somatic, affective, cognitive and behavioural symptoms of fatigue. This study examines the psychometric properties and measurement equivalence of the English and Chinese versions of MFSI-SF in breast cancer and lymphoma patients in Singapore.

Methods

Patients were recruited from National Cancer Centre Singapore. Validity, reliability and responsiveness of MFSI-SF were evaluated in this study. Convergent validity was evaluated by correlating total and subscales of MFSI-SF to known related constructs in EORTC QLQ-C30. Known group validity was assessed based on patients’ cancer stage, pain, insomnia and depression symptoms. Reliability was evaluated by Cronbach’s α. Responsiveness analyses were performed with patients who have undergone at least one cycle of chemotherapy. Multiple regression was used to compare the total and subscale scores of MSFI-SF between the two language versions.

Results

Data from 246 (160 English and 86 Chinese version) breast cancer and lymphoma patients were included in the study. Moderate to high correlations were observed between correlated MFSI-SF subscales and EORTC QLQ-C30 domains (|r| = 0.524 to 0.774) except for a poor correlation (r = 0.394) observed between MFSI-SF vigour subscale and EORTC QLQ-C30 role functioning subscale. Total MFSI-SF scores could differentiate between patients with higher depression, pain and insomnia status. Internal consistency of MFSI-SF was also high (α = 0.749 to 0.944). Moderate correlation was observed between change in total MFSI-SF score and change in fatigue symptom scale score and global QoL score on EORTC QLQ-C30 (|r| = 0.478 and 0.404 respectively). Poor correlations were observed between change in scores of hypothesised subscales (|r| = 0.202 to 0.361) except for a moderate correlation between change in MFSI-SF emotional fatigue score and change in EORTC QLQ-C30 emotional functioning domain score. Measurement equivalence was established for all subscales and total MFSI-SF score except for the emotional and vigour subscales.

Conclusions

This study supports the use of MFSI-SF as a reasonably valid scale with good internal consistency for measuring fatigue levels in the Singapore cancer population.
Appendix
Available only for authorised users
Footnotes
1
ECOG Status is a functional scale developed by the Eastern Cooperative Oncology Group in 1982. It serves as a measure of how a disease impacts a patient’s daily living abilities and describes a patient’s level of functioning in terms of their ability to care for themselves, daily activity, and physical ability. 0 corresponds to a patient who is fully active and able to carry out performance without restriction to 5 which represents that the patient is dead [8].
 
Literature
1.
go back to reference Seyidova-Khoshknabi D, Davis MP, Walsh D. Review article: a systematic review of cancer-related fatigue measurement questionnaires. Am J Hosp Palliat Care. 2011;28:119–29.CrossRefPubMed Seyidova-Khoshknabi D, Davis MP, Walsh D. Review article: a systematic review of cancer-related fatigue measurement questionnaires. Am J Hosp Palliat Care. 2011;28:119–29.CrossRefPubMed
3.
go back to reference Wu HS, McSweeney M. Cancer-related fatigue: “It’s so much more than just being tired”. Eur J Oncol Nurs. 2007;11:117–25.CrossRefPubMed Wu HS, McSweeney M. Cancer-related fatigue: “It’s so much more than just being tired”. Eur J Oncol Nurs. 2007;11:117–25.CrossRefPubMed
4.
go back to reference Stein KD, Martin SC, Hann DM, Jacobsen PB. A multidimensional measure of fatigue for use with cancer patients. Cancer Pract. 1998;6:143–52.CrossRefPubMed Stein KD, Martin SC, Hann DM, Jacobsen PB. A multidimensional measure of fatigue for use with cancer patients. Cancer Pract. 1998;6:143–52.CrossRefPubMed
5.
go back to reference Stein KD, Jacobsen PB, Blanchard CM, Thors C. Further validation of the multidimensional fatigue symptom inventory-short form. J Pain Symptom Manag. 2004;27:14–23.CrossRef Stein KD, Jacobsen PB, Blanchard CM, Thors C. Further validation of the multidimensional fatigue symptom inventory-short form. J Pain Symptom Manag. 2004;27:14–23.CrossRef
6.
go back to reference Pien LC, Chu H, Chen WC, Chang YS, Liao YM, Chen CH, Chou KR. Reliability and validity of a Chinese version of the multidimensional fatigue symptom inventory-short form (MFSI-SF-C). J Clin Nurs. 2011;20:2224–32.CrossRefPubMed Pien LC, Chu H, Chen WC, Chang YS, Liao YM, Chen CH, Chou KR. Reliability and validity of a Chinese version of the multidimensional fatigue symptom inventory-short form (MFSI-SF-C). J Clin Nurs. 2011;20:2224–32.CrossRefPubMed
7.
go back to reference Herdman M, Fox-Rushby J, Badia X. A model of equivalence in the cultural adaptation of HRQoL instruments: the universalist approach. Qual Life Res. 1998;7:323–35.CrossRefPubMed Herdman M, Fox-Rushby J, Badia X. A model of equivalence in the cultural adaptation of HRQoL instruments: the universalist approach. Qual Life Res. 1998;7:323–35.CrossRefPubMed
8.
go back to reference Oken MM, Creech RH, Tormey DC, Horton J, Davis TE, McFadden ET, Carbone PP. Toxicity and response criteria of the eastern cooperative oncology group. Am J Clin Oncol. 1982;5:649–56.CrossRefPubMed Oken MM, Creech RH, Tormey DC, Horton J, Davis TE, McFadden ET, Carbone PP. Toxicity and response criteria of the eastern cooperative oncology group. Am J Clin Oncol. 1982;5:649–56.CrossRefPubMed
9.
go back to reference Wild D, Grove A, Martin M, Eremenco S, McElroy S, Verjee-Lorenz A, Erikson P, Translation ITFf, Cultural A. Principles of good practice for the translation and cultural adaptation process for patient-reported outcomes (PRO) measures: report of the ISPOR task force for translation and cultural adaptation. Value Health. 2005;8:94–104.CrossRefPubMed Wild D, Grove A, Martin M, Eremenco S, McElroy S, Verjee-Lorenz A, Erikson P, Translation ITFf, Cultural A. Principles of good practice for the translation and cultural adaptation process for patient-reported outcomes (PRO) measures: report of the ISPOR task force for translation and cultural adaptation. Value Health. 2005;8:94–104.CrossRefPubMed
10.
go back to reference Aaronson NK, Ahmedzai S, Bergman B, Bullinger M, Cull A, Duez NJ, Filiberti A, Flechtner H, Fleishman SB, de Haes JC, et al. The European Organization for Research and Treatment of cancer QLQ-C30: a quality-of-life instrument for use in international clinical trials in oncology. J Natl Cancer Inst. 1993;85:365–76.CrossRefPubMed Aaronson NK, Ahmedzai S, Bergman B, Bullinger M, Cull A, Duez NJ, Filiberti A, Flechtner H, Fleishman SB, de Haes JC, et al. The European Organization for Research and Treatment of cancer QLQ-C30: a quality-of-life instrument for use in international clinical trials in oncology. J Natl Cancer Inst. 1993;85:365–76.CrossRefPubMed
11.
go back to reference Luo N, Fones CS, Lim SE, Xie F, Thumboo J, Li SC. The European Organization for Research and Treatment of cancer quality of life questionnaire (EORTC QLQ-c30): validation of English version in Singapore. Qual Life Res. 2005;14:1181–6.CrossRefPubMed Luo N, Fones CS, Lim SE, Xie F, Thumboo J, Li SC. The European Organization for Research and Treatment of cancer quality of life questionnaire (EORTC QLQ-c30): validation of English version in Singapore. Qual Life Res. 2005;14:1181–6.CrossRefPubMed
12.
go back to reference Tan ML, Idris DB, Teo LW, Loh SY, Seow GC, Chia YY, Tin AS. Validation of EORTC QLQ-C30 and QLQ-BR23 questionnaires in the measurement of quality of life of breast cancer patients in Singapore. Asia Pac J Oncol Nurs. 2014;1:22–32.CrossRefPubMedPubMedCentral Tan ML, Idris DB, Teo LW, Loh SY, Seow GC, Chia YY, Tin AS. Validation of EORTC QLQ-C30 and QLQ-BR23 questionnaires in the measurement of quality of life of breast cancer patients in Singapore. Asia Pac J Oncol Nurs. 2014;1:22–32.CrossRefPubMedPubMedCentral
13.
go back to reference Cheung YB, Thumboo J, Goh C, Khoo KS, Che W, Wee J. The equivalence and difference between the English and Chinese versions of two major, cancer-specific, health-related quality-of-life questionnaires. Cancer. 2004;101:2874–80.CrossRefPubMed Cheung YB, Thumboo J, Goh C, Khoo KS, Che W, Wee J. The equivalence and difference between the English and Chinese versions of two major, cancer-specific, health-related quality-of-life questionnaires. Cancer. 2004;101:2874–80.CrossRefPubMed
14.
go back to reference Niezgoda HE, Pater JL. A validation study of the domains of the core EORTC quality of life questionnaire. Qual Life Res. 1993;2:319–25.CrossRefPubMed Niezgoda HE, Pater JL. A validation study of the domains of the core EORTC quality of life questionnaire. Qual Life Res. 1993;2:319–25.CrossRefPubMed
15.
go back to reference Chie WC, Yang CH, Hsu C, Yang PC. Quality of life of lung cancer patients: validation of the Taiwan Chinese version of the EORTC QLQ-C30 and QLQ-LC13. Qual Life Res. 2004;13:257–62.CrossRefPubMed Chie WC, Yang CH, Hsu C, Yang PC. Quality of life of lung cancer patients: validation of the Taiwan Chinese version of the EORTC QLQ-C30 and QLQ-LC13. Qual Life Res. 2004;13:257–62.CrossRefPubMed
16.
go back to reference Chie WC, Hong RL, Lai CC, Ting LL, Hsu MM. Quality of life in patients of nasopharyngeal carcinoma: validation of the Taiwan Chinese version of the EORTC QLQ-C30 and the EORTC QLQ-H&N35. Qual Life Res. 2003;12:93–8.CrossRefPubMed Chie WC, Hong RL, Lai CC, Ting LL, Hsu MM. Quality of life in patients of nasopharyngeal carcinoma: validation of the Taiwan Chinese version of the EORTC QLQ-C30 and the EORTC QLQ-H&N35. Qual Life Res. 2003;12:93–8.CrossRefPubMed
17.
go back to reference Osoba D, Zee B, Pater J, Warr D, Kaizer L, Latreille J. Psychometric properties and responsiveness of the EORTC quality of life questionnaire (QLQ-C30) in patients with breast, ovarian and lung cancer. Qual Life Res. 1994;3:353–64.CrossRefPubMed Osoba D, Zee B, Pater J, Warr D, Kaizer L, Latreille J. Psychometric properties and responsiveness of the EORTC quality of life questionnaire (QLQ-C30) in patients with breast, ovarian and lung cancer. Qual Life Res. 1994;3:353–64.CrossRefPubMed
18.
go back to reference Montazeri A, Harirchi I, Vahdani M, Khaleghi F, Jarvandi S, Ebrahimi M, Haji-Mahmoodi M. The European Organization for Research and Treatment of cancer quality of life questionnaire (EORTC QLQ-C30): translation and validation study of the Iranian version. Support Care Cancer. 1999;7:400–6.CrossRefPubMed Montazeri A, Harirchi I, Vahdani M, Khaleghi F, Jarvandi S, Ebrahimi M, Haji-Mahmoodi M. The European Organization for Research and Treatment of cancer quality of life questionnaire (EORTC QLQ-C30): translation and validation study of the Iranian version. Support Care Cancer. 1999;7:400–6.CrossRefPubMed
19.
go back to reference Brogden HE. On the interpretation of the correlation coefficient as a measure of predictive efficiency. J Educ Psychol. 1946;37:65–76.CrossRefPubMed Brogden HE. On the interpretation of the correlation coefficient as a measure of predictive efficiency. J Educ Psychol. 1946;37:65–76.CrossRefPubMed
20.
go back to reference Roscoe JA, Kaufman ME, Matteson-Rusby SE, Palesh OG, Ryan JL, Kohli S, Perlis ML, Morrow GR. Cancer-related fatigue and sleep disorders. Oncologist. 2007;12(Suppl 1):35–42.CrossRefPubMed Roscoe JA, Kaufman ME, Matteson-Rusby SE, Palesh OG, Ryan JL, Kohli S, Perlis ML, Morrow GR. Cancer-related fatigue and sleep disorders. Oncologist. 2007;12(Suppl 1):35–42.CrossRefPubMed
21.
go back to reference Theobald DE. Cancer pain, fatigue, distress, and insomnia in cancer patients. Clin Cornerstone. 2004;6(Suppl 1D):S15–21.CrossRefPubMed Theobald DE. Cancer pain, fatigue, distress, and insomnia in cancer patients. Clin Cornerstone. 2004;6(Suppl 1D):S15–21.CrossRefPubMed
22.
go back to reference Oh HS, Seo WS. Systematic review and meta-analysis of the correlates of cancer-related fatigue. Worldviews Evid-Based Nurs. 2011;8:191–201.CrossRefPubMed Oh HS, Seo WS. Systematic review and meta-analysis of the correlates of cancer-related fatigue. Worldviews Evid-Based Nurs. 2011;8:191–201.CrossRefPubMed
23.
go back to reference Gupta D, Lis CG, Grutsch JF. The relationship between cancer-related fatigue and patient satisfaction with quality of life in cancer. J Pain Symptom Manag. 2007;34:40–7.CrossRef Gupta D, Lis CG, Grutsch JF. The relationship between cancer-related fatigue and patient satisfaction with quality of life in cancer. J Pain Symptom Manag. 2007;34:40–7.CrossRef
24.
go back to reference Curt GA, Breitbart W, Cella D, Groopman JE, Horning SJ, Itri LM, Johnson DH, Miaskowski C, Scherr SL, Portenoy RK, Vogelzang NJ. Impact of cancer-related fatigue on the lives of patients: new findings from the fatigue coalition. Oncologist. 2000;5:353–60.CrossRefPubMed Curt GA, Breitbart W, Cella D, Groopman JE, Horning SJ, Itri LM, Johnson DH, Miaskowski C, Scherr SL, Portenoy RK, Vogelzang NJ. Impact of cancer-related fatigue on the lives of patients: new findings from the fatigue coalition. Oncologist. 2000;5:353–60.CrossRefPubMed
25.
go back to reference Banthia R, Malcarne VL, Ko CM, Varni JW, Sadler GR. Fatigued breast cancer survivors: the role of sleep quality, depressed mood, stage and age. Psychol Health. 2009;24:965–80.CrossRefPubMedPubMedCentral Banthia R, Malcarne VL, Ko CM, Varni JW, Sadler GR. Fatigued breast cancer survivors: the role of sleep quality, depressed mood, stage and age. Psychol Health. 2009;24:965–80.CrossRefPubMedPubMedCentral
26.
go back to reference de Jong N, Courtens AM, Abu-Saad HH, Schouten HC. Fatigue in patients with breast cancer receiving adjuvant chemotherapy: a review of the literature. Cancer Nurs. 2002;25:283–97. quiz 298-289CrossRefPubMed de Jong N, Courtens AM, Abu-Saad HH, Schouten HC. Fatigue in patients with breast cancer receiving adjuvant chemotherapy: a review of the literature. Cancer Nurs. 2002;25:283–97. quiz 298-289CrossRefPubMed
27.
go back to reference Ahlberg K, Ekman T, Gaston-Johansson F, Mock V. Assessment and management of cancer-related fatigue in adults. Lancet. 2003;362:640–50.CrossRefPubMed Ahlberg K, Ekman T, Gaston-Johansson F, Mock V. Assessment and management of cancer-related fatigue in adults. Lancet. 2003;362:640–50.CrossRefPubMed
29.
30.
go back to reference Mokkink LB, Terwee CB, Patrick DL, Alonso J, Stratford PW, Knol DL, Bouter LM, de Vet HCW. The COSMIN study reached international consensus on taxonomy, terminology, and definitions of measurement properties for health-related patient-reported outcomes. J Clin Epidemiol. 2010;63:737–45.CrossRefPubMed Mokkink LB, Terwee CB, Patrick DL, Alonso J, Stratford PW, Knol DL, Bouter LM, de Vet HCW. The COSMIN study reached international consensus on taxonomy, terminology, and definitions of measurement properties for health-related patient-reported outcomes. J Clin Epidemiol. 2010;63:737–45.CrossRefPubMed
31.
go back to reference Miller M, Maguire R, Kearney N. Patterns of fatigue during a course of chemotherapy: results from a multi-centre study. Eur J Oncol Nurs. 2007;11:126–32.CrossRefPubMed Miller M, Maguire R, Kearney N. Patterns of fatigue during a course of chemotherapy: results from a multi-centre study. Eur J Oncol Nurs. 2007;11:126–32.CrossRefPubMed
32.
go back to reference Irvine D, Vincent L, Graydon JE, Bubela N, Thompson L. The prevalence and correlates of fatigue in patients receiving treatment with chemotherapy and radiotherapy. A comparison with the fatigue experienced by healthy individuals. Cancer Nurs. 1994;17:367–78.CrossRefPubMed Irvine D, Vincent L, Graydon JE, Bubela N, Thompson L. The prevalence and correlates of fatigue in patients receiving treatment with chemotherapy and radiotherapy. A comparison with the fatigue experienced by healthy individuals. Cancer Nurs. 1994;17:367–78.CrossRefPubMed
33.
go back to reference Uwer L, Rotonda C, Guillemin F, Miny J, Kaminsky MC, Mercier M, Tournier-Rangeard L, Leonard I, Montcuquet P, Rauch P, Conroy T. Responsiveness of EORTC QLQ-C30, QLQ-CR38 and FACT-C quality of life questionnaires in patients with colorectal cancer. Health Qual Life Outcomes. 2011;9:70.CrossRefPubMedPubMedCentral Uwer L, Rotonda C, Guillemin F, Miny J, Kaminsky MC, Mercier M, Tournier-Rangeard L, Leonard I, Montcuquet P, Rauch P, Conroy T. Responsiveness of EORTC QLQ-C30, QLQ-CR38 and FACT-C quality of life questionnaires in patients with colorectal cancer. Health Qual Life Outcomes. 2011;9:70.CrossRefPubMedPubMedCentral
35.
go back to reference Chadwick D. Monotherapy comparative trials: equivalence and differences in clinical trials. Epilepsy Res. 2001;45:101–3. discussion 105-107CrossRefPubMed Chadwick D. Monotherapy comparative trials: equivalence and differences in clinical trials. Epilepsy Res. 2001;45:101–3. discussion 105-107CrossRefPubMed
36.
go back to reference Cheung YT, Lim SR, Shwe M, Tan YP, Chan A. Psychometric properties and measurement equivalence of the English and Chinese versions of the functional assessment of cancer therapy-cognitive in Asian patients with breast cancer. Value Health. 2013;16:1001–13.CrossRefPubMed Cheung YT, Lim SR, Shwe M, Tan YP, Chan A. Psychometric properties and measurement equivalence of the English and Chinese versions of the functional assessment of cancer therapy-cognitive in Asian patients with breast cancer. Value Health. 2013;16:1001–13.CrossRefPubMed
37.
go back to reference Donovan KA, Stein KD, Lee M, Leach CR, Ilozumba O, Jacobsen PB. Systematic review of the multidimensional fatigue symptom inventory-short form. Support Care Cancer. 2015;23:191–212.CrossRefPubMed Donovan KA, Stein KD, Lee M, Leach CR, Ilozumba O, Jacobsen PB. Systematic review of the multidimensional fatigue symptom inventory-short form. Support Care Cancer. 2015;23:191–212.CrossRefPubMed
38.
go back to reference Corless IB, Nicholas PK, Nokes KM. Issues in cross-cultural quality-of-life research. J Nurs Scholarsh. 2001;33:15–20.CrossRefPubMed Corless IB, Nicholas PK, Nokes KM. Issues in cross-cultural quality-of-life research. J Nurs Scholarsh. 2001;33:15–20.CrossRefPubMed
39.
go back to reference Skevington SM. Advancing cross-cultural research on quality of life: observations drawn from the WHOQOL development. World Health Organisation quality of life assessment. Qual Life Res. 2002;11:135–44.CrossRefPubMed Skevington SM. Advancing cross-cultural research on quality of life: observations drawn from the WHOQOL development. World Health Organisation quality of life assessment. Qual Life Res. 2002;11:135–44.CrossRefPubMed
40.
go back to reference Fayers PM, Hand DJ. Factor analysis, causal indicators and quality of life. Qual Life Res. 1997;6:139–50.PubMed Fayers PM, Hand DJ. Factor analysis, causal indicators and quality of life. Qual Life Res. 1997;6:139–50.PubMed
41.
go back to reference Mokkink LB, Terwee CB, Patrick DL, Alonso J, Stratford PW, Knol DL, Bouter LM, de Vet HCW. The COSMIN checklist for assessing the methodological quality of studies on measurement properties of health status measurement instruments: an international Delphi study. Qual Life Res. 2010;19:539–49.CrossRefPubMedPubMedCentral Mokkink LB, Terwee CB, Patrick DL, Alonso J, Stratford PW, Knol DL, Bouter LM, de Vet HCW. The COSMIN checklist for assessing the methodological quality of studies on measurement properties of health status measurement instruments: an international Delphi study. Qual Life Res. 2010;19:539–49.CrossRefPubMedPubMedCentral
42.
go back to reference Cappelleri JC, Jason Lundy J, Hays RD. Overview of classical test theory and item response theory for the quantitative assessment of items in developing patient-reported outcomes measures. Clin Ther. 2014;36:648–62.CrossRefPubMedPubMedCentral Cappelleri JC, Jason Lundy J, Hays RD. Overview of classical test theory and item response theory for the quantitative assessment of items in developing patient-reported outcomes measures. Clin Ther. 2014;36:648–62.CrossRefPubMedPubMedCentral
Metadata
Title
Psychometric properties and measurement equivalence of the Multidimensional Fatigue Syndrome Inventory- Short Form (MFSI-SF) amongst breast cancer and lymphoma patients in Singapore
Authors
Alexandre Chan
Claire Lew
Xiao Jun Wang
Terence Ng
Jung-woo Chae
Hui Ling Yeo
Maung Shwe
Yan Xiang Gan
Publication date
01-12-2018
Publisher
BioMed Central
Published in
Health and Quality of Life Outcomes / Issue 1/2018
Electronic ISSN: 1477-7525
DOI
https://doi.org/10.1186/s12955-018-0846-6

Other articles of this Issue 1/2018

Health and Quality of Life Outcomes 1/2018 Go to the issue