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

Open Access 01-12-2018 | Review

Dimensionality of the Pittsburgh Sleep Quality Index: a systematic review

Authors: Md Dilshad Manzar, Ahmed S. BaHammam, Unaise Abdul Hameed, David Warren Spence, Seithikurippu R. Pandi-Perumal, Adam Moscovitch, David L. Streiner

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

Login to get access

Abstract

Background

The Pittsburgh Sleep Quality Index (PSQI) dimensionality is much debated, with the greatest number of reported factor structures. Therefore, this review appraised the methodologies of studies investigating the factor structure of the PSQI.

Material and methods

MEDLINE, PsycInfo, AJOL, BASE, Cochrane Library, Directory of Open Access Journals (Lund University), CINAHL, and Embase were searched systematically to include articles published till 23rd March, 2018. The articles with the objective of factor analysis of the PSQI (20 articles) or with a major section on the same subject (25 articles) were included. There was no limitation about participant characteristics. Descriptive analysis of articles for measures of the suitability of the data for factor analysis, details of the exploratory factor analysis (EFA) and details of the confirmatory factor analysis (CFA) was performed.

Results

The analysis used by the majority did not employ the simplest scheme for interpreting the observed data: the parsimony principle. Other shortcomings included under- or non-reporting of sample adequacy measures (11 out of 45 articles), non-use of EFA (20 out of 45 articles), use of EFA without relevant details, non-use of CFA (11 out of 45 articles), and use of CFA without relevant details. Overall, 31 out of 45 articles did not use either EFA or CFA.

Conclusion

We conclude that the various PSQI factor structures for standard sleep assessment in research and clinical settings may need further validation.

Trial registration

Not applicable because this was a review of existing literature.
Literature
1.
go back to reference Ohayon MM. Epidemiological overview of sleep disorders in the general population. Sleep Med Res. 2011;2:1–9.CrossRef Ohayon MM. Epidemiological overview of sleep disorders in the general population. Sleep Med Res. 2011;2:1–9.CrossRef
2.
go back to reference Attarian HP. Epidemiology of sleep disorders in women. In: Attarian HP, Viola-Saltzman M, editors. Sleep disorders in women: a guide to practical management. New York: Springer Science+Business Media; 2013.CrossRef Attarian HP. Epidemiology of sleep disorders in women. In: Attarian HP, Viola-Saltzman M, editors. Sleep disorders in women: a guide to practical management. New York: Springer Science+Business Media; 2013.CrossRef
3.
go back to reference de Souza Lopes C, Robaina JR, Rotenberg L. Epidemiology of insomnia: prevalence and risk factors. In: Sahoo S, editor. In Can’t sleep? Issues of being an insomniac: In Tech; Shanghai. 2012. p. 1–21. de Souza Lopes C, Robaina JR, Rotenberg L. Epidemiology of insomnia: prevalence and risk factors. In: Sahoo S, editor. In Can’t sleep? Issues of being an insomniac: In Tech; Shanghai. 2012. p. 1–21.
4.
go back to reference Mollayeva T, Thurairajah P, Burton K, Mollayeva S, Shapiro CM, Colantonio A. The Pittsburgh sleep quality index as a screening tool for sleep dysfunction in clinical and non-clinical samples: a systematic review and meta-analysis. Sleep Med Rev. 2016;25:52–73.CrossRefPubMed Mollayeva T, Thurairajah P, Burton K, Mollayeva S, Shapiro CM, Colantonio A. The Pittsburgh sleep quality index as a screening tool for sleep dysfunction in clinical and non-clinical samples: a systematic review and meta-analysis. Sleep Med Rev. 2016;25:52–73.CrossRefPubMed
5.
go back to reference Manzar MD, Moiz JA, Zannat W, Spence DW, Pandi-Perumal SR, Hussain ME. Validity of the Pittsburgh sleep quality index in Indian university students. Oman Med J. 2015;30:193–202.CrossRefPubMedPubMedCentral Manzar MD, Moiz JA, Zannat W, Spence DW, Pandi-Perumal SR, Hussain ME. Validity of the Pittsburgh sleep quality index in Indian university students. Oman Med J. 2015;30:193–202.CrossRefPubMedPubMedCentral
6.
go back to reference Udwadia ZF, Doshi AV, Lonkar SG, Singh CI. Prevalence of sleep-disordered breathing and sleep apnea in middle-aged urban Indian men. Am J Respir Crit Care Med. 2004;169:168–73.CrossRefPubMed Udwadia ZF, Doshi AV, Lonkar SG, Singh CI. Prevalence of sleep-disordered breathing and sleep apnea in middle-aged urban Indian men. Am J Respir Crit Care Med. 2004;169:168–73.CrossRefPubMed
7.
go back to reference Sweileh WM, Ali IA, Sawalha AF, Abu-Taha AS, Zyoud SH, Al-Jabi SW. Sleep habits and sleep problems among Palestinian students. Child Adolesc Psychiatry Ment Health. 2011;5:25.CrossRefPubMedPubMedCentral Sweileh WM, Ali IA, Sawalha AF, Abu-Taha AS, Zyoud SH, Al-Jabi SW. Sleep habits and sleep problems among Palestinian students. Child Adolesc Psychiatry Ment Health. 2011;5:25.CrossRefPubMedPubMedCentral
8.
go back to reference Leger D, Bayon V, Ohayon MM, Philip P, Ement P, Metlaine A, Chennaoui M, Faraut B. Insomnia and accidents: cross-sectional study (EQUINOX) on sleep-related home, work and car accidents in 5293 subjects with insomnia from 10 countries. J Sleep Res. 2014;23:143–52.CrossRefPubMed Leger D, Bayon V, Ohayon MM, Philip P, Ement P, Metlaine A, Chennaoui M, Faraut B. Insomnia and accidents: cross-sectional study (EQUINOX) on sleep-related home, work and car accidents in 5293 subjects with insomnia from 10 countries. J Sleep Res. 2014;23:143–52.CrossRefPubMed
9.
go back to reference Shekleton JA, Flynn-Evans EE, Miller B, Epstein LJ, Kirsch D, Brogna LA, Burke LM, Bremer E, Murray JM, Gehrman P, et al. Neurobehavioral performance impairment in insomnia: relationships with self-reported sleep and daytime functioning. Sleep. 2014;37:107–16.PubMedPubMedCentral Shekleton JA, Flynn-Evans EE, Miller B, Epstein LJ, Kirsch D, Brogna LA, Burke LM, Bremer E, Murray JM, Gehrman P, et al. Neurobehavioral performance impairment in insomnia: relationships with self-reported sleep and daytime functioning. Sleep. 2014;37:107–16.PubMedPubMedCentral
10.
go back to reference Fortier-Brochu E, Beaulieu-Bonneau S, Ivers H, Morin CM. Insomnia and daytime cognitive performance: a meta-analysis. Sleep Med Rev. 2012;16:83–94.CrossRefPubMed Fortier-Brochu E, Beaulieu-Bonneau S, Ivers H, Morin CM. Insomnia and daytime cognitive performance: a meta-analysis. Sleep Med Rev. 2012;16:83–94.CrossRefPubMed
11.
go back to reference Guallar-Castillon P, Bayan-Bravo A, Leon-Munoz LM, Balboa-Castillo T, Lopez-Garcia E, Gutierrez-Fisac JL, Rodriguez-Artalejo F. The association of major patterns of physical activity, sedentary behavior and sleep with health-related quality of life: a cohort study. Prev Med. 2014;67:248–54.CrossRefPubMed Guallar-Castillon P, Bayan-Bravo A, Leon-Munoz LM, Balboa-Castillo T, Lopez-Garcia E, Gutierrez-Fisac JL, Rodriguez-Artalejo F. The association of major patterns of physical activity, sedentary behavior and sleep with health-related quality of life: a cohort study. Prev Med. 2014;67:248–54.CrossRefPubMed
12.
go back to reference Buysse DJ, Reynolds CF 3rd, Monk TH, Berman SR, Kupfer DJ. The Pittsburgh sleep quality index: a new instrument for psychiatric practice and research. Psychiatry Res. 1989;28:193–213.CrossRefPubMed Buysse DJ, Reynolds CF 3rd, Monk TH, Berman SR, Kupfer DJ. The Pittsburgh sleep quality index: a new instrument for psychiatric practice and research. Psychiatry Res. 1989;28:193–213.CrossRefPubMed
13.
go back to reference Bassetti C, Dijk D, Dogas Z, Levy P. The future of sleep research and sleep medicine in Europe: a need for academic multidisciplinary sleep Centres. In: European Sleep Research Society 1972–2012. 2012. Bassetti C, Dijk D, Dogas Z, Levy P. The future of sleep research and sleep medicine in Europe: a need for academic multidisciplinary sleep Centres. In: European Sleep Research Society 1972–2012. 2012.
14.
go back to reference Manzar MD, Zannat W, Hussain ME. Sleep and physiological systems: a functional perspective. Biol Rhythm Res. 2015;46:195–206.CrossRef Manzar MD, Zannat W, Hussain ME. Sleep and physiological systems: a functional perspective. Biol Rhythm Res. 2015;46:195–206.CrossRef
15.
go back to reference Manzar MD, Zannat W, Moiz JA, Spence DW, Pandi-Perumal SR, Bahammam AS. Factor scoring models of the Pittsburgh sleep quality index: a comparative confirmatory factor analysis. Biol Rhythm Res. 2016; 47:851-64. Manzar MD, Zannat W, Moiz JA, Spence DW, Pandi-Perumal SR, Bahammam AS. Factor scoring models of the Pittsburgh sleep quality index: a comparative confirmatory factor analysis. Biol Rhythm Res. 2016; 47:851-64.
16.
go back to reference Salahuddin M, Maru TT, Kumalo A, Pandi-Perumal SR, Bahammam AS, Manzar MD. Validation of the Pittsburgh sleep quality index in community dwelling Ethiopian adults. Health Qual Life Outcomes. 2017;15:58.CrossRefPubMedPubMedCentral Salahuddin M, Maru TT, Kumalo A, Pandi-Perumal SR, Bahammam AS, Manzar MD. Validation of the Pittsburgh sleep quality index in community dwelling Ethiopian adults. Health Qual Life Outcomes. 2017;15:58.CrossRefPubMedPubMedCentral
17.
go back to reference Manzar MD, Zannat W, Hussain ME, Pandi-Perumal SR, Bahammam AS, Barakat D, Ojike NI, Olaish A, Spence DW. Dimensionality of the Pittsburgh sleep quality index in the collegiate young adults. Spring. 2016;5:1550.CrossRef Manzar MD, Zannat W, Hussain ME, Pandi-Perumal SR, Bahammam AS, Barakat D, Ojike NI, Olaish A, Spence DW. Dimensionality of the Pittsburgh sleep quality index in the collegiate young adults. Spring. 2016;5:1550.CrossRef
18.
go back to reference Child D. The essentials of factor analysis. New York: Bloomsbury Academic; 2006. Child D. The essentials of factor analysis. New York: Bloomsbury Academic; 2006.
19.
go back to reference Harman HH. Modern factor analysis. Chicago: University of Chicago Press; 1976. Harman HH. Modern factor analysis. Chicago: University of Chicago Press; 1976.
20.
go back to reference Bartholomew DJ, Knott M, Moustaki I. Latent variable models and factor analysis: a unified approach. West Sussex: Wiley; 2011. Bartholomew DJ, Knott M, Moustaki I. Latent variable models and factor analysis: a unified approach. West Sussex: Wiley; 2011.
21.
go back to reference McDonald RP. Factor analysis and related methods. New York: Psychology press; 2014. McDonald RP. Factor analysis and related methods. New York: Psychology press; 2014.
22.
go back to reference Cole JC, Motivala SJ, Buysse DJ, Oxman MN, Levin MJ, Irwin MR. Validation of a 3-factor scoring model for the Pittsburgh sleep quality index in older adults. Sleep. 2006;29:112–6.CrossRefPubMed Cole JC, Motivala SJ, Buysse DJ, Oxman MN, Levin MJ, Irwin MR. Validation of a 3-factor scoring model for the Pittsburgh sleep quality index in older adults. Sleep. 2006;29:112–6.CrossRefPubMed
23.
go back to reference Skouteris H, Wertheim EH, Germano C, Paxton SJ, Milgrom J. Assessing sleep during pregnancy: a study across two time points examining the Pittsburgh sleep quality index and associations with depressive symptoms. Womens Health Issues. 2009;19:45–51.CrossRefPubMed Skouteris H, Wertheim EH, Germano C, Paxton SJ, Milgrom J. Assessing sleep during pregnancy: a study across two time points examining the Pittsburgh sleep quality index and associations with depressive symptoms. Womens Health Issues. 2009;19:45–51.CrossRefPubMed
24.
go back to reference Magee CA, Caputi P, Iverson DC, Huang XF. An investigation of the dimensionality of the Pittsburgh sleep quality index in Australian adults. Sleep Biol Rhythms. 2008;6:222-27. Magee CA, Caputi P, Iverson DC, Huang XF. An investigation of the dimensionality of the Pittsburgh sleep quality index in Australian adults. Sleep Biol Rhythms. 2008;6:222-27.
25.
go back to reference Kotronoulas GC, Papadopoulou CN, Papapetrou A, Patiraki E. Psychometric evaluation and feasibility of the Greek Pittsburgh sleep quality index (GR-PSQI) in patients with cancer receiving chemotherapy. Support Care Cancer. 2011;19:1831–40.CrossRefPubMed Kotronoulas GC, Papadopoulou CN, Papapetrou A, Patiraki E. Psychometric evaluation and feasibility of the Greek Pittsburgh sleep quality index (GR-PSQI) in patients with cancer receiving chemotherapy. Support Care Cancer. 2011;19:1831–40.CrossRefPubMed
26.
go back to reference Jomeen J, Martin CR. Assessment and relationship of sleep quality to depression in early pregnancy. J Reprod Infant Psychol. 2007;25:87–99. Jomeen J, Martin CR. Assessment and relationship of sleep quality to depression in early pregnancy. J Reprod Infant Psychol. 2007;25:87–99.
27.
go back to reference Jimenez-Genchi A, Monteverde-Maldonado E, Nenclares-Portocarrero A, Esquivel-Adame G, de la Vega-Pacheco A. Reliability and factorial analysis of the Spanish version of the Pittsburg sleep quality index among psychiatric patients. Gac Med Mex. 2008;144:491–6.PubMed Jimenez-Genchi A, Monteverde-Maldonado E, Nenclares-Portocarrero A, Esquivel-Adame G, de la Vega-Pacheco A. Reliability and factorial analysis of the Spanish version of the Pittsburg sleep quality index among psychiatric patients. Gac Med Mex. 2008;144:491–6.PubMed
28.
go back to reference Buysse DJ, Hall ML, Strollo PJ, Kamarck TW, Owens J, Lee L, Reis SE, Matthews KA. Relationships between the Pittsburgh sleep quality index (PSQI), Epworth sleepiness scale (ESS), and clinical/polysomnographic measures in a community sample. J Clin Sleep Med. 2008;4:563–71.PubMedPubMedCentral Buysse DJ, Hall ML, Strollo PJ, Kamarck TW, Owens J, Lee L, Reis SE, Matthews KA. Relationships between the Pittsburgh sleep quality index (PSQI), Epworth sleepiness scale (ESS), and clinical/polysomnographic measures in a community sample. J Clin Sleep Med. 2008;4:563–71.PubMedPubMedCentral
29.
go back to reference Burkhalter H, Sereika SM, Engberg S, Wirz-Justice A, Steiger J, De Geest S. Structure validity of the Pittsburgh sleep quality index in renal transplant recipients: a confirmatory factor analysis. Sleep Biol Rhythms. 2010;8:274–81.CrossRef Burkhalter H, Sereika SM, Engberg S, Wirz-Justice A, Steiger J, De Geest S. Structure validity of the Pittsburgh sleep quality index in renal transplant recipients: a confirmatory factor analysis. Sleep Biol Rhythms. 2010;8:274–81.CrossRef
30.
go back to reference Babson KA, Blonigen DM, Boden MT, Drescher KD, Bonn-Miller MO. Sleep quality among U.S. military veterans with PTSD: a factor analysis and structural model of symptoms. J Trauma Stress. 2012;25:665–74.CrossRefPubMed Babson KA, Blonigen DM, Boden MT, Drescher KD, Bonn-Miller MO. Sleep quality among U.S. military veterans with PTSD: a factor analysis and structural model of symptoms. J Trauma Stress. 2012;25:665–74.CrossRefPubMed
31.
go back to reference Aloba OO, Adewuya AO, Ola BA, Mapayi BM. Validity of the Pittsburgh sleep quality index (PSQI) among Nigerian university students. Sleep Med. 2007;8:266–70.CrossRefPubMed Aloba OO, Adewuya AO, Ola BA, Mapayi BM. Validity of the Pittsburgh sleep quality index (PSQI) among Nigerian university students. Sleep Med. 2007;8:266–70.CrossRefPubMed
32.
go back to reference Otte JL, Rand KL, Carpenter JS, Russell KM, Champion VL. Factor analysis of the Pittsburgh sleep quality index in breast cancer survivors. J Pain Symptom Manag. 2013;45:620–7.CrossRef Otte JL, Rand KL, Carpenter JS, Russell KM, Champion VL. Factor analysis of the Pittsburgh sleep quality index in breast cancer survivors. J Pain Symptom Manag. 2013;45:620–7.CrossRef
33.
go back to reference Mariman A, Vogelaers D, Hanoulle I, Delesie L, Tobback E, Pevernagie D. Validation of the three-factor model of the PSQI in a large sample of chronic fatigue syndrome (CFS) patients. J Psychosom Res. 2012;72:111–3.CrossRefPubMed Mariman A, Vogelaers D, Hanoulle I, Delesie L, Tobback E, Pevernagie D. Validation of the three-factor model of the PSQI in a large sample of chronic fatigue syndrome (CFS) patients. J Psychosom Res. 2012;72:111–3.CrossRefPubMed
34.
go back to reference Chong AML, Cheung CK. Factor structure of a Cantonese-version Pittsburgh sleep quality index. Sleep Biol Rhythms. 2012;10:118–25.CrossRef Chong AML, Cheung CK. Factor structure of a Cantonese-version Pittsburgh sleep quality index. Sleep Biol Rhythms. 2012;10:118–25.CrossRef
35.
go back to reference Casement MD, Harrington KM, Miller MW, Resick PA. Associations between Pittsburgh sleep quality index factors and health outcomes in women with posttraumatic stress disorder. Sleep Med. 2012;13:752–8.CrossRefPubMedPubMedCentral Casement MD, Harrington KM, Miller MW, Resick PA. Associations between Pittsburgh sleep quality index factors and health outcomes in women with posttraumatic stress disorder. Sleep Med. 2012;13:752–8.CrossRefPubMedPubMedCentral
36.
go back to reference Tomfohr LM, Schweizer CA, Dimsdale JE, Loredo JS. Psychometric characteristics of the Pittsburgh sleep quality index in English speaking non-Hispanic whites and English and Spanish speaking Hispanics of Mexican descent. J Clin Sleep Med. 2013;9:61–6.PubMedPubMedCentral Tomfohr LM, Schweizer CA, Dimsdale JE, Loredo JS. Psychometric characteristics of the Pittsburgh sleep quality index in English speaking non-Hispanic whites and English and Spanish speaking Hispanics of Mexican descent. J Clin Sleep Med. 2013;9:61–6.PubMedPubMedCentral
37.
go back to reference Otte JL, Rand KL, Landis CA, Paudel ML, Newton KM, Woods N, Carpenter JS. Confirmatory factor analysis of the Pittsburgh sleep quality index in women with hot flashes. Menopause. 2015;22:1190–6.CrossRefPubMedPubMedCentral Otte JL, Rand KL, Landis CA, Paudel ML, Newton KM, Woods N, Carpenter JS. Confirmatory factor analysis of the Pittsburgh sleep quality index in women with hot flashes. Menopause. 2015;22:1190–6.CrossRefPubMedPubMedCentral
38.
go back to reference Nicassio PM, Ormseth SR, Custodio MK, Olmstead R, Weisman MH, Irwin MR. Confirmatory factor analysis of the Pittsburgh sleep quality index in rheumatoid arthritis patients. Behav Sleep Med. 2014;12:1–12.CrossRefPubMed Nicassio PM, Ormseth SR, Custodio MK, Olmstead R, Weisman MH, Irwin MR. Confirmatory factor analysis of the Pittsburgh sleep quality index in rheumatoid arthritis patients. Behav Sleep Med. 2014;12:1–12.CrossRefPubMed
39.
go back to reference Nazifi M, Mokarami H. Psychometric properties of the Persian translation of Pittsburgh sleep quality. Health Scope. 2014;3:e15547. Nazifi M, Mokarami H. Psychometric properties of the Persian translation of Pittsburgh sleep quality. Health Scope. 2014;3:e15547.
40.
go back to reference Lequerica A, Chiaravalloti N, Cantor J, Dijkers M, Wright J, Kolakowsky-Hayner SA, Bushnick T, Hammond F, Bell K. The factor structure of the Pittsburgh sleep quality index in persons with traumatic brain injury. A NIDRR TBI model systems module study. NeuroRehabilitation. 2014;35:485–92.PubMed Lequerica A, Chiaravalloti N, Cantor J, Dijkers M, Wright J, Kolakowsky-Hayner SA, Bushnick T, Hammond F, Bell K. The factor structure of the Pittsburgh sleep quality index in persons with traumatic brain injury. A NIDRR TBI model systems module study. NeuroRehabilitation. 2014;35:485–92.PubMed
41.
go back to reference Koh HW, Lim RB, Chia KS, Lim WY. The Pittsburgh sleep quality index in a multi-ethnic Asian population contains a three-factor structure. Sleep Breath. 2015;19:1147–54.CrossRefPubMed Koh HW, Lim RB, Chia KS, Lim WY. The Pittsburgh sleep quality index in a multi-ethnic Asian population contains a three-factor structure. Sleep Breath. 2015;19:1147–54.CrossRefPubMed
42.
go back to reference Ho RT, Fong TC. Factor structure of the Chinese version of the Pittsburgh sleep quality index in breast cancer patients. Sleep Med. 2014;15:565–9.CrossRefPubMed Ho RT, Fong TC. Factor structure of the Chinese version of the Pittsburgh sleep quality index in breast cancer patients. Sleep Med. 2014;15:565–9.CrossRefPubMed
43.
go back to reference Hita-Contreras F, Martinez-Lopez E, Latorre-Roman PA, Garrido F, Santos MA, Martinez-Amat A. Reliability and validity of the Spanish version of the Pittsburgh sleep quality index (PSQI) in patients with fibromyalgia. Rheumatol Int. 2014;34:929–36.CrossRefPubMed Hita-Contreras F, Martinez-Lopez E, Latorre-Roman PA, Garrido F, Santos MA, Martinez-Amat A. Reliability and validity of the Spanish version of the Pittsburgh sleep quality index (PSQI) in patients with fibromyalgia. Rheumatol Int. 2014;34:929–36.CrossRefPubMed
44.
go back to reference Gelaye B, Lohsoonthorn V, Lertmeharit S, Pensuksan WC, Sanchez SE, Lemma S, Berhane Y, Zhu X, Velez JC, Barbosa C, et al. Construct validity and factor structure of the Pittsburgh sleep quality index and Epworth sleepiness scale in a multi-national study of African, south east Asian and south American college students. PLoS One. 2014;9:e116383.CrossRefPubMedPubMedCentral Gelaye B, Lohsoonthorn V, Lertmeharit S, Pensuksan WC, Sanchez SE, Lemma S, Berhane Y, Zhu X, Velez JC, Barbosa C, et al. Construct validity and factor structure of the Pittsburgh sleep quality index and Epworth sleepiness scale in a multi-national study of African, south east Asian and south American college students. PLoS One. 2014;9:e116383.CrossRefPubMedPubMedCentral
45.
go back to reference Zhong QY, Gelaye B, Sanchez SE, Williams MA. Psychometric properties of the Pittsburgh sleep quality index (PSQI) in a cohort of Peruvian pregnant women. J Clin Sleep Med. 2015;11:869–77.PubMedPubMedCentral Zhong QY, Gelaye B, Sanchez SE, Williams MA. Psychometric properties of the Pittsburgh sleep quality index (PSQI) in a cohort of Peruvian pregnant women. J Clin Sleep Med. 2015;11:869–77.PubMedPubMedCentral
46.
go back to reference Rener-Sitar K, John MT, Bandyopadhyay D, Howell MJ, Schiffman EL. Exploration of dimensionality and psychometric properties of the Pittsburgh sleep quality index in cases with temporomandibular disorders. Health Qual Life Outcomes. 2014;12:10.CrossRefPubMedPubMedCentral Rener-Sitar K, John MT, Bandyopadhyay D, Howell MJ, Schiffman EL. Exploration of dimensionality and psychometric properties of the Pittsburgh sleep quality index in cases with temporomandibular disorders. Health Qual Life Outcomes. 2014;12:10.CrossRefPubMedPubMedCentral
47.
go back to reference Browne MW, Cudeck R. Alternative ways of assessing model fit. Sociol Methods Res. 1992;21:230-58. Browne MW, Cudeck R. Alternative ways of assessing model fit. Sociol Methods Res. 1992;21:230-58.
48.
go back to reference Yunus RM, Wazid SW, Hairi NN, Choo WY, Hairi FM, Sooryanarayana R, Ahmad SN, Razak IA, Peramalah D, Aziz SA. Association between elder abuse and poor sleep: a cross-sectional study among rural older Malaysians. PLoS One. 2017;12:e0180222.CrossRefPubMedPubMedCentral Yunus RM, Wazid SW, Hairi NN, Choo WY, Hairi FM, Sooryanarayana R, Ahmad SN, Razak IA, Peramalah D, Aziz SA. Association between elder abuse and poor sleep: a cross-sectional study among rural older Malaysians. PLoS One. 2017;12:e0180222.CrossRefPubMedPubMedCentral
49.
go back to reference Fontes F, Gonçalves M, Maia S, Pereira S, Severo M, Lunet N. Reliability and validity of the Pittsburgh sleep quality index in breast cancer patients. Support Care Cancer. 2017;25:3059–66.CrossRefPubMed Fontes F, Gonçalves M, Maia S, Pereira S, Severo M, Lunet N. Reliability and validity of the Pittsburgh sleep quality index in breast cancer patients. Support Care Cancer. 2017;25:3059–66.CrossRefPubMed
50.
go back to reference Zheng B, Li M, Wang K, Lv J. Analysis of the reliability and validity of the Chinese version of Pittsburgh sleep quality index among medical college students. Beijing Da Xue Xue Bao Yi Xue Ban. 2016;48:424–8.PubMed Zheng B, Li M, Wang K, Lv J. Analysis of the reliability and validity of the Chinese version of Pittsburgh sleep quality index among medical college students. Beijing Da Xue Xue Bao Yi Xue Ban. 2016;48:424–8.PubMed
51.
go back to reference Khosravifar S, Bandi MG, Alavi K, Javadi PHS. Evaluation of the psychometric properties of the Persian version of the Pittsburgh sleep quality index in depressed patients. Electron Physician. 2015;7:1644.CrossRefPubMedPubMedCentral Khosravifar S, Bandi MG, Alavi K, Javadi PHS. Evaluation of the psychometric properties of the Persian version of the Pittsburgh sleep quality index in depressed patients. Electron Physician. 2015;7:1644.CrossRefPubMedPubMedCentral
52.
go back to reference Passos MH, Silva HA, Pitangui AC, Oliveira VM, Lima AS, Araújo RC. Reliability and validity of the Brazilian version of the Pittsburgh sleep quality index in adolescents. J Pediatr. 2017;93:200–6.CrossRef Passos MH, Silva HA, Pitangui AC, Oliveira VM, Lima AS, Araújo RC. Reliability and validity of the Brazilian version of the Pittsburgh sleep quality index in adolescents. J Pediatr. 2017;93:200–6.CrossRef
53.
go back to reference Becker NB, de Neves Jesus S. Adaptation of a 3-factor model for the Pittsburgh sleep quality index in Portuguese older adults. Psychiatry Res. 2017;251:298–303.CrossRefPubMed Becker NB, de Neves Jesus S. Adaptation of a 3-factor model for the Pittsburgh sleep quality index in Portuguese older adults. Psychiatry Res. 2017;251:298–303.CrossRefPubMed
54.
go back to reference Hancock P, Larner AJ. Diagnostic utility of the Pittsburgh sleep quality index in memory clinics. Int J Geriatr Psychiatry. 2009;24:1237–41.CrossRefPubMed Hancock P, Larner AJ. Diagnostic utility of the Pittsburgh sleep quality index in memory clinics. Int J Geriatr Psychiatry. 2009;24:1237–41.CrossRefPubMed
55.
go back to reference Yurcheshen ME, Guttuso T Jr, McDermott M, Holloway RG, Perlis M. Effects of gabapentin on sleep in menopausal women with hot flashes as measured by a Pittsburgh sleep quality index factor scoring model. J Women’s Health (Larchmt). 2009;18:1355–60.CrossRef Yurcheshen ME, Guttuso T Jr, McDermott M, Holloway RG, Perlis M. Effects of gabapentin on sleep in menopausal women with hot flashes as measured by a Pittsburgh sleep quality index factor scoring model. J Women’s Health (Larchmt). 2009;18:1355–60.CrossRef
56.
go back to reference Curcio G, Tempesta D, Scarlata S, Marzano C, Moroni F, Rossini PM, Ferrara M, De Gennaro L. Validity of the Italian version of the Pittsburgh sleep quality index (PSQI). Neurol Sci. 2013;34:511–9.CrossRefPubMed Curcio G, Tempesta D, Scarlata S, Marzano C, Moroni F, Rossini PM, Ferrara M, De Gennaro L. Validity of the Italian version of the Pittsburgh sleep quality index (PSQI). Neurol Sci. 2013;34:511–9.CrossRefPubMed
57.
go back to reference João KADR, Becker NB, de Neves Jesus S, Martins RIS. Validation of the Portuguese version of the Pittsburgh sleep quality index (PSQI-PT). Psychiatry Res. 2017;247:225–9.CrossRef João KADR, Becker NB, de Neves Jesus S, Martins RIS. Validation of the Portuguese version of the Pittsburgh sleep quality index (PSQI-PT). Psychiatry Res. 2017;247:225–9.CrossRef
58.
go back to reference Qiu C, Gelaye B, Zhong Q-Y, Enquobahrie DA, Frederick IO, Williams MA. Construct validity and factor structure of the Pittsburgh sleep quality index among pregnant women in a Pacific-northwest cohort. Sleep Breath. 2016;20:293–301.CrossRefPubMedPubMedCentral Qiu C, Gelaye B, Zhong Q-Y, Enquobahrie DA, Frederick IO, Williams MA. Construct validity and factor structure of the Pittsburgh sleep quality index among pregnant women in a Pacific-northwest cohort. Sleep Breath. 2016;20:293–301.CrossRefPubMedPubMedCentral
59.
go back to reference de la Vega R, Tomé-Pires C, Solé E, Racine M, Castarlenas E, Jensen MP, Miró J. The Pittsburgh sleep quality index: validity and factor structure in young people. Psychol Assess. 2015;27:e22.CrossRefPubMed de la Vega R, Tomé-Pires C, Solé E, Racine M, Castarlenas E, Jensen MP, Miró J. The Pittsburgh sleep quality index: validity and factor structure in young people. Psychol Assess. 2015;27:e22.CrossRefPubMed
60.
61.
go back to reference Benhayon D, Youk A, McCarthy FN, Davis S, Keljo DJ, Bousvaros A, Fairclough D, Kupfer D, Buysse DJ, Szigethy EM. Characterization of relationships between sleep, inflammation, and psychiatric dysfunction in depressed youth with Crohn’s disease. J Pediatr Gastroenterol Nutr. 2013;57:335.CrossRefPubMedPubMedCentral Benhayon D, Youk A, McCarthy FN, Davis S, Keljo DJ, Bousvaros A, Fairclough D, Kupfer D, Buysse DJ, Szigethy EM. Characterization of relationships between sleep, inflammation, and psychiatric dysfunction in depressed youth with Crohn’s disease. J Pediatr Gastroenterol Nutr. 2013;57:335.CrossRefPubMedPubMedCentral
62.
go back to reference DeGutis J, Chiu C, Thai M, Esterman M, Milberg W, McGlinchey R. Trauma sequelae are uniquely associated with components of self-reported sleep dysfunction in OEF/OIF/OND veterans. Behav Sleep Med. 2018;16:38–63.CrossRefPubMed DeGutis J, Chiu C, Thai M, Esterman M, Milberg W, McGlinchey R. Trauma sequelae are uniquely associated with components of self-reported sleep dysfunction in OEF/OIF/OND veterans. Behav Sleep Med. 2018;16:38–63.CrossRefPubMed
63.
go back to reference Chen P-Y, Jan Y-W, Yang C-M. Are the insomnia severity index and Pittsburgh sleep quality index valid outcome measures for cognitive behavioral therapy for insomnia? Inquiry from the perspective of response shifts and longitudinal measurement invariance in their Chinese versions. Sleep Med. 2017;35:35–40.CrossRefPubMed Chen P-Y, Jan Y-W, Yang C-M. Are the insomnia severity index and Pittsburgh sleep quality index valid outcome measures for cognitive behavioral therapy for insomnia? Inquiry from the perspective of response shifts and longitudinal measurement invariance in their Chinese versions. Sleep Med. 2017;35:35–40.CrossRefPubMed
64.
go back to reference Zhu B, Xie M, Park CG, Kapella MC. Adaptation of the Pittsburgh sleep quality index in Chinese adults with type 2 diabetes. J Chin Med Assoc. 2018;81:242–7.CrossRefPubMed Zhu B, Xie M, Park CG, Kapella MC. Adaptation of the Pittsburgh sleep quality index in Chinese adults with type 2 diabetes. J Chin Med Assoc. 2018;81:242–7.CrossRefPubMed
65.
go back to reference Morris JL, Rohay J, Chasens ER. Sex differences in the psychometric properties of the Pittsburgh sleep quality index. J Women’s Health. 2017;27:278-82. Morris JL, Rohay J, Chasens ER. Sex differences in the psychometric properties of the Pittsburgh sleep quality index. J Women’s Health. 2017;27:278-82.
66.
go back to reference Dudysova D, Malá I, Mlada K, Saifutdinova E, Koprivova J, Sos P. Structural and construct validity of the Czech version of the Pittsburgh sleep quality index in chronic insomnia. Neuro Endocrinol Lett. 2017;38:67–73.PubMed Dudysova D, Malá I, Mlada K, Saifutdinova E, Koprivova J, Sos P. Structural and construct validity of the Czech version of the Pittsburgh sleep quality index in chronic insomnia. Neuro Endocrinol Lett. 2017;38:67–73.PubMed
67.
go back to reference Anandakumar D, Dayabandara M, Ratnatunga S, Hanwella R, de Silva V. Validation of the Sinhala version of the Pittsburgh sleep quality index. Ceylon Med J. 2016;61;22-25. Anandakumar D, Dayabandara M, Ratnatunga S, Hanwella R, de Silva V. Validation of the Sinhala version of the Pittsburgh sleep quality index. Ceylon Med J. 2016;61;22-25.
68.
go back to reference Albright JJ, Park HM. Confirmatory factor analysis using Amos, LISREL, Mplus, SAS/STAT CALIS. Bloomington: Indiana University; 2009. Albright JJ, Park HM. Confirmatory factor analysis using Amos, LISREL, Mplus, SAS/STAT CALIS. Bloomington: Indiana University; 2009.
69.
go back to reference Cattell RB. The scree test for the number of factors. Multivar Behav Res. 1966;1:245–76.CrossRef Cattell RB. The scree test for the number of factors. Multivar Behav Res. 1966;1:245–76.CrossRef
70.
go back to reference O’connor BP. SPSS and SAS programs for determining the number of components using parallel analysis and Velicer’s MAP test. Behav Res Methods Instrum Comput. 2000;32:396–402.CrossRefPubMed O’connor BP. SPSS and SAS programs for determining the number of components using parallel analysis and Velicer’s MAP test. Behav Res Methods Instrum Comput. 2000;32:396–402.CrossRefPubMed
71.
go back to reference Horn JL. A rationale and test for the number of factors in factor analysis. Psychometrika. 1965;30:179–85.CrossRefPubMed Horn JL. A rationale and test for the number of factors in factor analysis. Psychometrika. 1965;30:179–85.CrossRefPubMed
72.
go back to reference Williams B, Onsman A, Brown T. Exploratory factor analysis: a five-step guide for novices. J Emerg Prim Health Care. 2010;8:990399. Williams B, Onsman A, Brown T. Exploratory factor analysis: a five-step guide for novices. J Emerg Prim Health Care. 2010;8:990399.
73.
go back to reference Comrey AL. A first course in factor analysis. New York: Academic Press; 1973. Comrey AL. A first course in factor analysis. New York: Academic Press; 1973.
74.
go back to reference Sapnas KG, Zeller RA. Minimizing sample size when using exploratory factor analysis for measurement. J Nurs Meas. 2002;10:135–54.CrossRefPubMed Sapnas KG, Zeller RA. Minimizing sample size when using exploratory factor analysis for measurement. J Nurs Meas. 2002;10:135–54.CrossRefPubMed
75.
go back to reference Bryant FB, Yarnold PR. Comparing five alternative factor-models of the student Jenkins activity survey: separating the wheat from the chaff. J Pers Assess. 1995;64:145–58.CrossRefPubMed Bryant FB, Yarnold PR. Comparing five alternative factor-models of the student Jenkins activity survey: separating the wheat from the chaff. J Pers Assess. 1995;64:145–58.CrossRefPubMed
76.
go back to reference Hair JF, Black WC, Babin BJ, Anderson RE: Multivariate Data Analysis. 2011. Hair JF, Black WC, Babin BJ, Anderson RE: Multivariate Data Analysis. 2011.
77.
go back to reference Henson RK, Roberts JK. Use of exploratory factor analysis in published research common errors and some comment on improved practice. Educ Psychol Meas. 2006;66:393-416. Henson RK, Roberts JK. Use of exploratory factor analysis in published research common errors and some comment on improved practice. Educ Psychol Meas. 2006;66:393-416.
78.
go back to reference Tabachnick BG, Fidell LS. Using multivariate statistics: Pearson Education Limited; Harlow, 2013. Tabachnick BG, Fidell LS. Using multivariate statistics: Pearson Education Limited; Harlow, 2013.
79.
go back to reference Costello AB, Osborne JW. Best practices in exploratory factor analysis: four recommendations for getting the most from your analysis. Pract Assess Res Eval. 2005;10:1-9. Costello AB, Osborne JW. Best practices in exploratory factor analysis: four recommendations for getting the most from your analysis. Pract Assess Res Eval. 2005;10:1-9.
80.
go back to reference Gie Yong A, Pearce S. Beginner’s guide to factor analysis: focusing on exploratory factor analysis. Tutor Quant Methods Psychol. 2013;9:79-94. Gie Yong A, Pearce S. Beginner’s guide to factor analysis: focusing on exploratory factor analysis. Tutor Quant Methods Psychol. 2013;9:79-94.
81.
go back to reference Beavers AS, Lounsbury JW, Richards JK, Huck SW, Skolits GJ, Esquivel SL. Practical considerations for using exploratory factor analysis in educational research; 2013. p. 18. Beavers AS, Lounsbury JW, Richards JK, Huck SW, Skolits GJ, Esquivel SL. Practical considerations for using exploratory factor analysis in educational research; 2013. p. 18.
82.
go back to reference Cudeck R, MacCallum RC. Factor analysis at 100: historical developments and future directions. Mahwah: Lawrence Erlbaum Associates; 2007. Cudeck R, MacCallum RC. Factor analysis at 100: historical developments and future directions. Mahwah: Lawrence Erlbaum Associates; 2007.
83.
go back to reference Pett MA, Lackey NR, Sullivan JJ. Making sense of factor analysis: the use of factor analysis for instrument development in health care research. California: SAGE Publications; 2003. Pett MA, Lackey NR, Sullivan JJ. Making sense of factor analysis: the use of factor analysis for instrument development in health care research. California: SAGE Publications; 2003.
84.
go back to reference Courtney MGR. Determining the number of factors to retain in EFA: using the SPSS R-menu v2.0 to make more judicious estimations. ERIC. 2013;18:14. Courtney MGR. Determining the number of factors to retain in EFA: using the SPSS R-menu v2.0 to make more judicious estimations. ERIC. 2013;18:14.
85.
go back to reference Thompson B. Exploratory and confirmatory factor analysis: understanding concepts and applications. Washington, DC: American Psychological Association; 2004. Thompson B. Exploratory and confirmatory factor analysis: understanding concepts and applications. Washington, DC: American Psychological Association; 2004.
86.
go back to reference Bollen K, Stine RA. Bootstrapping goodness-of-fit measures in structural equation models. Sociol Methods Res. 1992;21:205–29.CrossRef Bollen K, Stine RA. Bootstrapping goodness-of-fit measures in structural equation models. Sociol Methods Res. 1992;21:205–29.CrossRef
87.
go back to reference Jackson DL, Gillaspy JA, Purc-Stephenson R. Reporting practices in confirmatory factor analysis: an overview and some recommendations. Psychol Methods. 2009;14:6–23.CrossRefPubMed Jackson DL, Gillaspy JA, Purc-Stephenson R. Reporting practices in confirmatory factor analysis: an overview and some recommendations. Psychol Methods. 2009;14:6–23.CrossRefPubMed
88.
go back to reference Awang Z. Validating the measurement model: CFA. In: A Handbook on SEM. 2nd editiion ed: Kuala Lumpur: Universiti Sultan Zainal Abidin; 2015. p. 54–73. Awang Z. Validating the measurement model: CFA. In: A Handbook on SEM. 2nd editiion ed: Kuala Lumpur: Universiti Sultan Zainal Abidin; 2015. p. 54–73.
89.
go back to reference Jaccard J, Wan CK. LISREL approaches to interaction effects in multiple regression. California: SAGE Publications; 1996. Jaccard J, Wan CK. LISREL approaches to interaction effects in multiple regression. California: SAGE Publications; 1996.
90.
go back to reference Cheung GW, Rensvold RB. Evaluating goodness-of-fit indexes for testing measurement invariance. J Struct Equ Model. 2009;9:233-55. Cheung GW, Rensvold RB. Evaluating goodness-of-fit indexes for testing measurement invariance. J Struct Equ Model. 2009;9:233-55.
Metadata
Title
Dimensionality of the Pittsburgh Sleep Quality Index: a systematic review
Authors
Md Dilshad Manzar
Ahmed S. BaHammam
Unaise Abdul Hameed
David Warren Spence
Seithikurippu R. Pandi-Perumal
Adam Moscovitch
David L. Streiner
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/s12955-018-0915-x

Other articles of this Issue 1/2018

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