Skip to main content
Top
Published in: AIDS Research and Therapy 1/2017

Open Access 01-12-2017 | Research

Validity assessment of the PROMIS fatigue domain among people living with HIV

Authors: L. E. Gibbons, R. Fredericksen, D. S. Batey, L. Dant, T. C. Edwards, K. H. Mayer, W. C. Mathews, L. S. Morales, M. J. Mugavero, F. M. Yang, E. Paez, M. M. Kitahata, D. L. Patrick, H. M. Crane, P. K. Crane, for the Centers for AIDS Research Network of Integrated Clinical Systems (CNICS)

Published in: AIDS Research and Therapy | Issue 1/2017

Login to get access

Abstract

Purpose

To evaluate psychometric characteristics and cross-sectional and longitudinal validity of the 7-item PROMIS® Fatigue Short Form and additional fatigue items among people living with HIV (PLWH) in a nationally distributed network of clinics collecting patient reported data at the time of routine clinical care.

Methods

Cross-sectional and longitudinal fatigue data were collected from September 2012 through April 2013 across clinics participating in the Centers for AIDS Research Network of Integrated Clinical Systems (CNICS). We analyzed data regarding psychometric characteristics including simulated computerized adaptive testing and differential item functioning, and regarding associations with clinical characteristics.

Results

We analyzed data from 1597 PLWH. Fatigue was common in this cohort. Scores from the PROMIS® Fatigue Short Form and from the item bank had acceptable psychometric characteristics and strong evidence for validity, but neither performed better than shorter instruments already integrated in CNICS.

Conclusions

The PROMIS® Fatigue Item Bank is a valid approach to measuring fatigue in clinical care settings among PLWH, but in our analyses did not perform better than instruments associated with less respondent burden.
Appendix
Available only for authorised users
Literature
1.
go back to reference Jong E, Oudhoff LA, Epskamp C, et al. Predictors and treatment strategies of HIV-related fatigue in the combined antiretroviral therapy era. AIDS. 2010;24(10):1387–405.CrossRefPubMed Jong E, Oudhoff LA, Epskamp C, et al. Predictors and treatment strategies of HIV-related fatigue in the combined antiretroviral therapy era. AIDS. 2010;24(10):1387–405.CrossRefPubMed
2.
go back to reference Barroso J, Voss JG. Fatigue in HIV and AIDS: an analysis of evidence. J Assoc Nurses AIDS Care. 2013;24(1 Suppl):S5–14.CrossRefPubMed Barroso J, Voss JG. Fatigue in HIV and AIDS: an analysis of evidence. J Assoc Nurses AIDS Care. 2013;24(1 Suppl):S5–14.CrossRefPubMed
3.
go back to reference daCosta DiBonaventura M, Gupta S, Cho M, Mrus J. The association of HIV/AIDS treatment side effects with health status, work productivity, and resource use. AIDS Care. 2012;24(6):744–55.CrossRefPubMed daCosta DiBonaventura M, Gupta S, Cho M, Mrus J. The association of HIV/AIDS treatment side effects with health status, work productivity, and resource use. AIDS Care. 2012;24(6):744–55.CrossRefPubMed
4.
go back to reference Sowa NA, Bengtson A, Gaynes BN, Pence BW. Predictors of depression recovery in HIV-infected individuals managed through measurement-based care in infectious disease clinics. J Affect Disord. 2016;192:153–61.CrossRefPubMed Sowa NA, Bengtson A, Gaynes BN, Pence BW. Predictors of depression recovery in HIV-infected individuals managed through measurement-based care in infectious disease clinics. J Affect Disord. 2016;192:153–61.CrossRefPubMed
5.
go back to reference O’Brien KK, Solomon P, Bergin C, et al. Reliability and validity of a new HIV-specific questionnaire with adults living with HIV in Canada and Ireland: the HIV disability questionnaire (HDQ). Health Qual Life Outcomes. 2015;13:124.CrossRefPubMedPubMedCentral O’Brien KK, Solomon P, Bergin C, et al. Reliability and validity of a new HIV-specific questionnaire with adults living with HIV in Canada and Ireland: the HIV disability questionnaire (HDQ). Health Qual Life Outcomes. 2015;13:124.CrossRefPubMedPubMedCentral
6.
go back to reference Simmonds MJ, Novy D, Sandoval R. The differential influence of pain and fatigue on physical performance and health status in ambulatory patients with human immunodeficiency virus. Clin J Pain. 2005;21(3):200–6.CrossRefPubMed Simmonds MJ, Novy D, Sandoval R. The differential influence of pain and fatigue on physical performance and health status in ambulatory patients with human immunodeficiency virus. Clin J Pain. 2005;21(3):200–6.CrossRefPubMed
7.
go back to reference Al-Dakkak I, Patel S, McCann E, Gadkari A, Prajapati G, Maiese EM. The impact of specific HIV treatment-related adverse events on adherence to antiretroviral therapy: a systematic review and meta-analysis. AIDS Care. 2013;25(4):400–14.CrossRefPubMed Al-Dakkak I, Patel S, McCann E, Gadkari A, Prajapati G, Maiese EM. The impact of specific HIV treatment-related adverse events on adherence to antiretroviral therapy: a systematic review and meta-analysis. AIDS Care. 2013;25(4):400–14.CrossRefPubMed
8.
go back to reference Marconi VC, Wu B, Hampton J, et al. Early warning indicators for first-line virologic failure independent of adherence measures in a South African urban clinic. AIDS Patient Care STDS. 2013;27(12):657–68.CrossRefPubMedPubMedCentral Marconi VC, Wu B, Hampton J, et al. Early warning indicators for first-line virologic failure independent of adherence measures in a South African urban clinic. AIDS Patient Care STDS. 2013;27(12):657–68.CrossRefPubMedPubMedCentral
9.
go back to reference Fredericksen RJ, Edwards TC, Merlin JS, et al. Patient and provider priorities for self-reported domains of HIV clinical care. AIDS Care. 2015;27(10):1255–64.CrossRefPubMedPubMedCentral Fredericksen RJ, Edwards TC, Merlin JS, et al. Patient and provider priorities for self-reported domains of HIV clinical care. AIDS Care. 2015;27(10):1255–64.CrossRefPubMedPubMedCentral
10.
go back to reference Barroso J, Leserman J, Harmon JL, Hammill B, Pence BW. Fatigue in HIV-infected people: a three-year observational study. J Pain Symptom Manag. 2015;50(1):69–79.CrossRef Barroso J, Leserman J, Harmon JL, Hammill B, Pence BW. Fatigue in HIV-infected people: a three-year observational study. J Pain Symptom Manag. 2015;50(1):69–79.CrossRef
11.
go back to reference Barroso J, Lynn MR. Psychometric properties of the HIV-related fatigue scale. J Assoc Nurses AIDS Care. 2002;13(1):66–75.CrossRefPubMed Barroso J, Lynn MR. Psychometric properties of the HIV-related fatigue scale. J Assoc Nurses AIDS Care. 2002;13(1):66–75.CrossRefPubMed
12.
go back to reference Pence BW, Barroso J, Leserman J, Harmon JL, Salahuddin N. Measuring fatigue in people living with HIV/AIDS: psychometric characteristics of the HIV-related fatigue scale. AIDS Care. 2008;20(7):829–37.CrossRefPubMed Pence BW, Barroso J, Leserman J, Harmon JL, Salahuddin N. Measuring fatigue in people living with HIV/AIDS: psychometric characteristics of the HIV-related fatigue scale. AIDS Care. 2008;20(7):829–37.CrossRefPubMed
13.
go back to reference Justice AC, Holmes W, Gifford AL, et al. Development and validation of a self-completed HIV Symptom Index. J Clin Epidemiol. 2001;54(Suppl 1):S77–90.CrossRefPubMed Justice AC, Holmes W, Gifford AL, et al. Development and validation of a self-completed HIV Symptom Index. J Clin Epidemiol. 2001;54(Suppl 1):S77–90.CrossRefPubMed
14.
go back to reference Lai JS, Cella D, Choi S, et al. How item banks and their application can influence measurement practice in rehabilitation medicine: a PROMIS fatigue item bank example. Arch Phys Med Rehabil. 2011;92(10 Suppl):S20–7.CrossRefPubMedPubMedCentral Lai JS, Cella D, Choi S, et al. How item banks and their application can influence measurement practice in rehabilitation medicine: a PROMIS fatigue item bank example. Arch Phys Med Rehabil. 2011;92(10 Suppl):S20–7.CrossRefPubMedPubMedCentral
15.
go back to reference Cella D, Lai JS, Jensen SE, et al. Clinical validity of the PROMIS fatigue item bank across diverse clinical samples. J Clin Epidemiol. 2016;73:128–34.CrossRefPubMed Cella D, Lai JS, Jensen SE, et al. Clinical validity of the PROMIS fatigue item bank across diverse clinical samples. J Clin Epidemiol. 2016;73:128–34.CrossRefPubMed
16.
go back to reference Junghaenel DU, Christodoulou C, Lai JS, Stone AA. Demographic correlates of fatigue in the US general population: results from the patient-reported outcomes measurement information system (PROMIS) initiative. J Psychosom Res. 2011;71(3):117–23.CrossRefPubMedPubMedCentral Junghaenel DU, Christodoulou C, Lai JS, Stone AA. Demographic correlates of fatigue in the US general population: results from the patient-reported outcomes measurement information system (PROMIS) initiative. J Psychosom Res. 2011;71(3):117–23.CrossRefPubMedPubMedCentral
17.
go back to reference Kitahata MM, Rodriguez B, Haubrich R, et al. Cohort profile: the centers for AIDS research network of integrated clinical systems. Int J Epidemiol. 2008;37(5):948–55.CrossRefPubMedPubMedCentral Kitahata MM, Rodriguez B, Haubrich R, et al. Cohort profile: the centers for AIDS research network of integrated clinical systems. Int J Epidemiol. 2008;37(5):948–55.CrossRefPubMedPubMedCentral
18.
go back to reference Crane HM, Lober W, Webster E, et al. Routine collection of patient-reported outcomes in an HIV clinic setting: the first 100 patients. Curr HIV Res. 2007;5(1):109–18.CrossRefPubMed Crane HM, Lober W, Webster E, et al. Routine collection of patient-reported outcomes in an HIV clinic setting: the first 100 patients. Curr HIV Res. 2007;5(1):109–18.CrossRefPubMed
19.
go back to reference Fredericksen RJ, Crane PK, Tufano J, et al. Integrating a web-based patient assessent into primary care for HIV-infected adults. J AIDS HIV Res. 2012;4(2):47–55.CrossRefPubMedPubMedCentral Fredericksen RJ, Crane PK, Tufano J, et al. Integrating a web-based patient assessent into primary care for HIV-infected adults. J AIDS HIV Res. 2012;4(2):47–55.CrossRefPubMedPubMedCentral
20.
go back to reference Lawrence ST, Willig JH, Crane HM, et al. Routine, self-administered, touch-screen, computer-based suicidal ideation assessment linked to automated response team notification in an HIV primary care setting. Clin Infect Dis. 2010;50(8):1165–73.CrossRefPubMedPubMedCentral Lawrence ST, Willig JH, Crane HM, et al. Routine, self-administered, touch-screen, computer-based suicidal ideation assessment linked to automated response team notification in an HIV primary care setting. Clin Infect Dis. 2010;50(8):1165–73.CrossRefPubMedPubMedCentral
21.
go back to reference Spitzer RL, Kroenke K, Williams JB. Validation and utility of a self-report version of PRIME-MD: the PHQ primary care study. Primary care evaluation of mental disorders. Patient health questionnaire. JAMA. 1999;282(18):1737–44.CrossRefPubMed Spitzer RL, Kroenke K, Williams JB. Validation and utility of a self-report version of PRIME-MD: the PHQ primary care study. Primary care evaluation of mental disorders. Patient health questionnaire. JAMA. 1999;282(18):1737–44.CrossRefPubMed
23.
go back to reference Newcombe DA, Humeniuk RE, Ali R. Validation of the World Health Organization alcohol, smoking and substance involvement screening test (ASSIST): report of results from the Australian site. Drug Alcohol Rev. 2005;24(3):217–26.CrossRefPubMed Newcombe DA, Humeniuk RE, Ali R. Validation of the World Health Organization alcohol, smoking and substance involvement screening test (ASSIST): report of results from the Australian site. Drug Alcohol Rev. 2005;24(3):217–26.CrossRefPubMed
24.
go back to reference WHO Assist Working Group. The alcohol, smoking and substance involvement screening test (ASSIST): development, reliability and feasibility. Addiction. 2002;97(9):1183–94.CrossRef WHO Assist Working Group. The alcohol, smoking and substance involvement screening test (ASSIST): development, reliability and feasibility. Addiction. 2002;97(9):1183–94.CrossRef
25.
go back to reference Edwards TC, Fredericksen RJ, Crane HM, et al. Content validity of Patient-Reported Outcomes Measurement Information System (PROMIS) items in the context of HIV clinical care. Qual Life Res. 2016;25(2):293–302.CrossRefPubMed Edwards TC, Fredericksen RJ, Crane HM, et al. Content validity of Patient-Reported Outcomes Measurement Information System (PROMIS) items in the context of HIV clinical care. Qual Life Res. 2016;25(2):293–302.CrossRefPubMed
26.
27.
go back to reference Garcia SF, Cella D, Clauser SB, et al. Standardizing patient-reported outcomes assessment in cancer clinical trials: a patient-reported outcomes measurement information system initiative. J Clin Oncol. 2007;25(32):5106–12.CrossRefPubMed Garcia SF, Cella D, Clauser SB, et al. Standardizing patient-reported outcomes assessment in cancer clinical trials: a patient-reported outcomes measurement information system initiative. J Clin Oncol. 2007;25(32):5106–12.CrossRefPubMed
28.
go back to reference Stata statistical software: release 14. [computer program]. College Station: StataCorp LP; 2015. Stata statistical software: release 14. [computer program]. College Station: StataCorp LP; 2015.
29.
go back to reference Mplus: statistical analysis with latent variables [computer program]. Version 7.11. Los Angeles: Muthén & Muthén; 1998–2013. Mplus: statistical analysis with latent variables [computer program]. Version 7.11. Los Angeles: Muthén & Muthén; 1998–2013.
30.
go back to reference Reeve BB, Hays RD, Bjorner JB, et al. Psychometric evaluation and calibration of health-related quality of life item banks: plans for the Patient-Reported Outcomes Measurement Information System (PROMIS). Med Care. 2007;45(5 Suppl 1):S22–31.CrossRefPubMed Reeve BB, Hays RD, Bjorner JB, et al. Psychometric evaluation and calibration of health-related quality of life item banks: plans for the Patient-Reported Outcomes Measurement Information System (PROMIS). Med Care. 2007;45(5 Suppl 1):S22–31.CrossRefPubMed
31.
go back to reference Choi SW. Firestar: computerized adaptive testing simulation program for polytomous item response theory models. Appl Psych Meas. 2009;33(8):644–5.CrossRef Choi SW. Firestar: computerized adaptive testing simulation program for polytomous item response theory models. Appl Psych Meas. 2009;33(8):644–5.CrossRef
32.
go back to reference Crane PK, Gibbons LE, Jolley L, van Belle G. Differential item functioning analysis with ordinal logistic regression techniques: DIFdetect and difwithpar. Med Care. 2006;44(11 Suppl 3):S115–23.CrossRefPubMed Crane PK, Gibbons LE, Jolley L, van Belle G. Differential item functioning analysis with ordinal logistic regression techniques: DIFdetect and difwithpar. Med Care. 2006;44(11 Suppl 3):S115–23.CrossRefPubMed
33.
go back to reference Wu AW, Jacobson KL, Frick KD, et al. Validity and responsiveness of the euroqol as a measure of health- related quality of life in people enrolled in an AIDS clinical trial. Qual Life Res. 2002;11(3):273–82.CrossRefPubMed Wu AW, Jacobson KL, Frick KD, et al. Validity and responsiveness of the euroqol as a measure of health- related quality of life in people enrolled in an AIDS clinical trial. Qual Life Res. 2002;11(3):273–82.CrossRefPubMed
34.
go back to reference Johnson JA, Coons SJ. Comparison of the EQ-5D and SF-12 in an adult US sample. Qual Life Res. 1998;7(2):155–66.CrossRefPubMed Johnson JA, Coons SJ. Comparison of the EQ-5D and SF-12 in an adult US sample. Qual Life Res. 1998;7(2):155–66.CrossRefPubMed
35.
go back to reference Johnson JA, Coons SJ, Ergo A, Szava-Kovats G. Valuation of EuroQOL (EQ-5D) health states in an adult US sample. Pharmacoeconomics. 1998;13(4):421–33.CrossRefPubMed Johnson JA, Coons SJ, Ergo A, Szava-Kovats G. Valuation of EuroQOL (EQ-5D) health states in an adult US sample. Pharmacoeconomics. 1998;13(4):421–33.CrossRefPubMed
36.
go back to reference Harding R, Clucas C, Lampe FC, et al. What factors are associated with patient self-reported health status among HIV outpatients? A multi-centre UK study of biomedical and psychosocial factors. AIDS Care. 2012;24(8):963–71.CrossRefPubMed Harding R, Clucas C, Lampe FC, et al. What factors are associated with patient self-reported health status among HIV outpatients? A multi-centre UK study of biomedical and psychosocial factors. AIDS Care. 2012;24(8):963–71.CrossRefPubMed
37.
go back to reference Chesney MA, Ickovics JR, Chambers DB, et al. Self-reported adherence to antiretroviral medications among participants in HIV clinical trials: the AACTG adherence instruments. Patient Care Committee & Adherence Working Group of the Outcomes Committee of the Adult AIDS Clinical Trials Group (AACTG). AIDS Care. 2000;12(3):255–66.CrossRefPubMed Chesney MA, Ickovics JR, Chambers DB, et al. Self-reported adherence to antiretroviral medications among participants in HIV clinical trials: the AACTG adherence instruments. Patient Care Committee & Adherence Working Group of the Outcomes Committee of the Adult AIDS Clinical Trials Group (AACTG). AIDS Care. 2000;12(3):255–66.CrossRefPubMed
38.
go back to reference Lu M, Safren SA, Skolnik PR, et al. Optimal recall period and response task for self-reported HIV medication adherence. AIDS Behav. 2008;12(1):86–94.CrossRefPubMed Lu M, Safren SA, Skolnik PR, et al. Optimal recall period and response task for self-reported HIV medication adherence. AIDS Behav. 2008;12(1):86–94.CrossRefPubMed
39.
go back to reference Walsh JC, Mandalia S, Gazzard BG. Responses to a 1 month self-report on adherence to antiretroviral therapy are consistent with electronic data and virological treatment outcome. AIDS. 2002;16(2):269–77.CrossRefPubMed Walsh JC, Mandalia S, Gazzard BG. Responses to a 1 month self-report on adherence to antiretroviral therapy are consistent with electronic data and virological treatment outcome. AIDS. 2002;16(2):269–77.CrossRefPubMed
40.
go back to reference Kalichman SC, Cain D, Fuhrel A, Eaton L, Di Fonzo K, Ertl T. Assessing medication adherence self-efficacy among low-literacy patients: development of a pictographic visual analogue scale. Health Educ Res. 2005;20(1):24–35.CrossRefPubMed Kalichman SC, Cain D, Fuhrel A, Eaton L, Di Fonzo K, Ertl T. Assessing medication adherence self-efficacy among low-literacy patients: development of a pictographic visual analogue scale. Health Educ Res. 2005;20(1):24–35.CrossRefPubMed
41.
go back to reference Giordano TP, Guzman D, Clark R, Charlebois ED, Bangsberg DR. Measuring adherence to antiretroviral therapy in a diverse population using a visual analogue scale. HIV Clin Trials. 2004;5(2):74–9.CrossRefPubMed Giordano TP, Guzman D, Clark R, Charlebois ED, Bangsberg DR. Measuring adherence to antiretroviral therapy in a diverse population using a visual analogue scale. HIV Clin Trials. 2004;5(2):74–9.CrossRefPubMed
42.
go back to reference Feldman BJ, Fredericksen RJ, Crane PK, et al. Evaluation of the single-item self-rating adherence scale for use in routine clinical care of people living with HIV. AIDS Behav. 2012;17(1):307–18.CrossRef Feldman BJ, Fredericksen RJ, Crane PK, et al. Evaluation of the single-item self-rating adherence scale for use in routine clinical care of people living with HIV. AIDS Behav. 2012;17(1):307–18.CrossRef
43.
go back to reference O’Brien KK, Davis AM, Strike C, Young NL, Bayoumi AM. Putting episodic disability into context: a qualitative study exploring factors that influence disability experienced by adults living with HIV/AIDS. J Int AIDS Soc. 2009;12:5.CrossRefPubMed O’Brien KK, Davis AM, Strike C, Young NL, Bayoumi AM. Putting episodic disability into context: a qualitative study exploring factors that influence disability experienced by adults living with HIV/AIDS. J Int AIDS Soc. 2009;12:5.CrossRefPubMed
44.
go back to reference McDonald RP. Test theory: a unified treatment. Mahwah: Lawrence Erlbaum; 1999. McDonald RP. Test theory: a unified treatment. Mahwah: Lawrence Erlbaum; 1999.
45.
go back to reference Mungas D, Reed BR. Application of item response theory for development of a global functioning measure of dementia with linear measurement properties. Stat Med. 2000;19(11–12):1631–44.CrossRefPubMed Mungas D, Reed BR. Application of item response theory for development of a global functioning measure of dementia with linear measurement properties. Stat Med. 2000;19(11–12):1631–44.CrossRefPubMed
46.
go back to reference Cook KF, Jensen SE, Schalet BD, et al. PROMIS measures of pain, fatigue, negative affect, physical function and social function demonstrate clinical validity across a range of chronic conditions. J Clin Epidemiol. 2016;73:89.CrossRefPubMedPubMedCentral Cook KF, Jensen SE, Schalet BD, et al. PROMIS measures of pain, fatigue, negative affect, physical function and social function demonstrate clinical validity across a range of chronic conditions. J Clin Epidemiol. 2016;73:89.CrossRefPubMedPubMedCentral
Metadata
Title
Validity assessment of the PROMIS fatigue domain among people living with HIV
Authors
L. E. Gibbons
R. Fredericksen
D. S. Batey
L. Dant
T. C. Edwards
K. H. Mayer
W. C. Mathews
L. S. Morales
M. J. Mugavero
F. M. Yang
E. Paez
M. M. Kitahata
D. L. Patrick
H. M. Crane
P. K. Crane
for the Centers for AIDS Research Network of Integrated Clinical Systems (CNICS)
Publication date
01-12-2017
Publisher
BioMed Central
Published in
AIDS Research and Therapy / Issue 1/2017
Electronic ISSN: 1742-6405
DOI
https://doi.org/10.1186/s12981-017-0146-y

Other articles of this Issue 1/2017

AIDS Research and Therapy 1/2017 Go to the issue