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Structural validity of the Insomnia Severity Index: A systematic review and meta-analysis
Abstract
The factor structure of the Insomnia Severity Index (ISI) is discussed, with examples being drawn from about 13 disparate reported models. A systematic appraisal of procedural details of studies investigating the dimensionality of the ISI was performed. The databases CINAHL, Cochrane Library, Embase, Medline, and PsycINFO were searched thoroughly, and all articles in English, published, and/or available online as of 14th March 2019, were included. Meta-analyses of Cronbach's alpha and structural validity measures were performed. Several inadequacies or omissions were found in analyses using the three groups of measures. Fifteen out of 20 studies did not employ either EFA or CFA, 10 studies did not report CFA, while five did not report EFA. The most common omissions related to multivariate normality, final model selection based on consideration of fit indices, parsimony, and failure to consider the theoretical construct in the final model selection. Meta-analysis showed that CFA outcome is more robust compared to EFA, two-factor solution is the vigorous presentation of dimensionality compared to a three-factor solution, and ISI has a high pooled Cronbach's alpha. Further validation of the disparate models of the ISI is needed with more comprehensive reporting guidelines, such as the one suggested in the present review.
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“Previous research shows that this scale has acceptable psychometric properties in various countries worldwide [27–31]”
From The Psychological Flexibility in Epilepsy Questionnaire (PFEQ): Psychometric properties of the Persian version (2022) · cites this paper as [28]
Citations
Cites
Preferred Reporting Items for Systematic Reviews and Meta-Analyses: the PRISMA statement
Moher, D., Liberati, A., Tetzlaff, J., Altman, D. G., & for the PRISMA Group (2009) · BMJ · doi:10.1136/bmj.b2535 · Cited by 83,823
Preferred Reporting Items for Systematic Reviews and Meta-Analyses: The PRISMA Statement
Moher, D., Liberati, A., Tetzlaff, J., Altman, D. G., & The PRISMA Group (2009) · PLoS Medicine · doi:10.1371/journal.pmed.1000097 · Cited by 64,042
Bias in meta-analysis detected by a simple, graphical test
Egger, M., Smith, G. D., Schneider, M., & Minder, C. (1997) · BMJ · doi:10.1136/bmj.315.7109.629 · Cited by 56,722
Preferred reporting items for systematic reviews and meta-analyses: the PRISMA Statement.
(2009) · PubMed Central · Cited by 44,859
Conducting Meta-Analyses in R with the metafor Package
Viechtbauer, W. (2010) · Journal of Statistical Software · doi:10.18637/jss.v036.i03 · Cited by 20,464
(2017) · Cited by 16,319
Evaluating Goodness-of-Fit Indexes for Testing Measurement Invariance
Cheung, G. W., & Rensvold, R. B. (2002) · Structural Equation Modeling: A Multidisciplinary Journal · doi:10.1207/s15328007sem0902_5 · Cited by 16,280
Sensitivity of Goodness of Fit Indexes to Lack of Measurement Invariance
Chen, F. F. (2007) · Structural Equation Modeling: A Multidisciplinary Journal · doi:10.1080/10705510701301834 · Cited by 12,217
Costello, A. B., & Osborne, J. (2005) · University of Massachusetts Amherst · doi:10.7275/jyj1-4868 · Cited by 10,297
Evaluating the use of exploratory factor analysis in psychological research.
Fabrigar, L. R., Wegener, D. T., MacCallum, R. C., & Strahan, E. J. (1999) · Psychological Methods · doi:10.1037/1082-989x.4.3.272 · Cited by 9,587
Research works printed but not linked: 2
- Bartholomew, 2011, vol. 904
- Laliberté, 2011, metacor: meta-analysis of correlation coefficients, R package version, 1, 2
Cited by
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Items 101–138 of 138
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Fins, A. I., Stripling, A. M., Dautovich, N. D., Sabet, S. M., & Ghose, S. M. (2024) · SpringerBriefs in psychology · doi:10.1007/978-3-031-53165-1_4
The effect of comorbid medical diagnoses on disturbed sleep in chronic fatigue syndrome
Stegner, A. J., Blate, M., & Natelson, B. H. (2024) · Fatigue Biomedicine Health & Behavior · doi:10.1080/21641846.2024.2322915
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Morssinkhof, M. W. L. (2024) · doi:10.5463/thesis.676
Messman, B. (2024) · University of North Texas Digital Library (University of North Texas) · doi:10.12794/metadc2332601
Peersmann, S. H. M. (2024) · doi:10.5463/thesis.886
Nair, S., Deshpande, N. R., Hill, C. M., Cortese, S., Someren, E. J. W. V., & Chellappa, S. L. (2025) · medRxiv · doi:10.1101/2025.02.04.25321678
Andersen, A., Vollmer, D. L., Vaughan, B., Eggett, D. L., Grandner, M. A., & Han, X. (2025) · Sleep Science and Practice · doi:10.1186/s41606-024-00122-7
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Kim, Y. E., & Lee, B. (2025) · International Journal of Mental Health · doi:10.1080/00207411.2025.2475560
Jahrami, H., Husain, W., Pakpour, A. H., Trabelsi, K., Ammar, A., Pandi-Perumal, S. R., Saif, Z., & Vitiello, M. V. (2025) · Sleep and Biological Rhythms · doi:10.1007/s41105-025-00603-x
Hu, A., Yan, J., Xiao, T., Liu, D., Xiao, R., Deng, L., Zhong, T., Zhong, Y., & Li, Y. (2025) · BMC Psychiatry · doi:10.1186/s12888-025-07258-5 · Cited by 1
Ikhtiar, I., Fidiana, F., & Islamiyah, W. R. (2025) · Journal of Neurosciences in Rural Practice · doi:10.25259/jnrp_401_2024
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Valles, J. L. R., López, P. J. T., López‐González, Á. A., Campayo, I. C., Busquets-Cortés, C., & Ramírez‐Manent, J. I. (2025) · Medical Sciences · doi:10.3390/medsci13040271
Han, L., He, Y., Gong, B., Liu, T., Wen, P., Zhong, M., Ren, Q., Wang, H., & Chen, X. (2025) · Frontiers in Psychiatry · doi:10.3389/fpsyt.2025.1709399
Zhang, H., Xiong, B., Liu, H., Zhang, J., Yu, R., Jiang, W., & She, J. (2025) · medRxiv · doi:10.64898/2025.12.03.25341545
Macia, L. M., Išerić, E., Nefçi, N., Çölkesenoğlu, G., Ulusoy, S., Aksoy, N., & Verster, J. C. (2025) · Brain Behavior and Immunity Integrative · doi:10.1016/j.bbii.2025.100144
ter Avest, M. M., van Velthoven, A. S. M., Speckens, A. E. M., Dijkstra, G., Dresler, M., Horjus, C. S., Römkens, T. E. H., Witteman, E. M., van Dop, W. A., Bredero, Q. M., et al. (2024) · Figshare · doi:10.6084/m9.figshare.26598239
Vanamoorthy, M. K., Mooventhan, A., Mangaiarkarasi, N., Saravanan, V., & Manavalan, N. (2026) · Medical Acupuncture · doi:10.1177/19336586251414801
Liu, L., Huang, M., Liu, X., Yang, S., Wu, P., Pei, Z., Wang, Y., Mao, J., Wang, Y., Hu, J., et al. (2026) · Journal of Affective Disorders · doi:10.1016/j.jad.2025.121105
Huang, Y., Xiong, B., & Zhang, H. (2026) · medRxiv · doi:10.64898/2026.01.21.26344372
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Sun, M., Peng, M., Wu, L., Liu, H., Wang, X., Li, C., Xu, L., Zhao, L., Zhou, B., Wu, L., et al. (2026) · Sleep Medicine · doi:10.1016/j.sleep.2025.108447
Subjective Self-report Questionnaires for Assessing Insomnia Among Adolescents: A Review
Setyowati, A., Yanti, N. R., & Masyhuri, M. (2025) · Malaysian Journal of Medicine and Health Sciences · doi:10.47836/mjmhs.21.4.36
Polizzi, C. P., Crow, T. M., Ting, M., Busser, C., Kaiser, A. P., Wang, C., Mori, D. L., & Niles, B. L. (2026) · Journal of Psychiatric Research · doi:10.1016/j.jpsychires.2026.02.045
An Umbrella Review of Reliability Generalization Meta-Analyses on Sleep Scales
Jahrami, H., Trabelsi, K., Husain, W., Achraf, A., Marques, D. R., Alnimer, L., Saif, Z., & Vitiello, M. V. (2026) · Current Sleep Medicine Reports · doi:10.1007/s40675-026-00365-z · Cited by 1
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Berciu, A.-G., Bura, O., Micu, D. D., & Dulf, E. H. (2026) · International Journal of Dynamics and Control · doi:10.1007/s40435-026-02071-8
Chen, Y., Shen, P., Zhou, G. H., Xu, W., Wan, Y., & Wang, C. (2026) · Frontiers in Neurology · doi:10.3389/fneur.2026.1835295
Wang, Z., Yang, H., Zhou, Z., Liu, X., Su, J., Jiang, H., Lin, J., Zuo, H., 刘高峰, Yuan, Y., et al. (2026) · Complementary Therapies in Clinical Practice · doi:10.1016/j.ctcp.2026.102059
Agrawal, A., Nimonkar, S. V., Belkhode, V., Dubey, S. G., Zilpilwar, N., Munje, R., & Nimonkar, P. V. (2026) · BMC Oral Health · doi:10.1186/s12903-026-08867-6
Klimek, P., Masheb, R. M., Snow, J. L., Siegel, S., Huggins, J., & Maguen, S. (2026) · Eating Disorders · doi:10.1080/10640266.2026.2693933
Paraskevopoulos, E., Pamboris, G. M., Pavlou, K., Plakoutsis, G., Christakou, Α., Koumantakis, G. Α., & Maria, P. (2026) · Musculoskeletal Care · doi:10.1002/msc.70249
Zhang, H., Xiong, B., Liu, H., Huang, Y., Zhang, J., Yu, R., Jiang, W., & She, T. (2026) · CNS Neuroscience & Therapeutics · doi:10.1002/cns.71041
Do, T. T., Maccora, J., Wallace, R., Aedo-Lopez, V., Alexander, M., Ancoli‐Israel, S., Bei, B., Blum, R., Boyle, F. M., Day, D., et al. (2026) · JAMA Network Open · doi:10.1001/jamanetworkopen.2026.30320
The development quality of generic sleep questionnaires: A systematic review and call for action
Veirman, E., Bruecker, M. D., Mariman, A., Pevernagie, D. A., Hertegonne, K. B. C., Bauters, F. A., Crombez, G., & Ryckeghem, D. M. L. V. (2026) · Sleep Medicine Reviews · doi:10.1016/j.smrv.2026.102362
Li, D., Ma, D., Chen, T., Duan, H.-F., Liang, X.-J., & Xu, Z. (2026) · Frontiers in Psychiatry · doi:10.3389/fpsyt.2026.1905193
Insomnia symptom severity predicts blunted cortisol reactivity to a psychosocial stressor
Vargas, I., Dickens, H., Vance, A., Floyd, V., Walker, J. L., Egeler, M. E., Assar, A., Joslin, M. D. M., & Makhanova, A. (2026) · Psychoneuroendocrinology · doi:10.1016/j.psyneuen.2026.108033
Roland, A., Goossens, Z., Schoonjans, A.-L., & Maîresse, O. (2026) · Sleep Medicine Reviews · doi:10.1016/j.smrv.2026.102384
Metadata
- Authors
- Manzar, M. D., Jahrami, H. A., & Bahammam, A. S.
- Affiliations
- Majmaah University (SA)
- Ministry of Health (BH)
- King Saud University (SA)
- Corresponding author
- Manzar, Md Dilshad
- Venue
- Sleep Medicine Reviews
- Publisher
- Elsevier BV
- Published
- 2021-12
- Volume
- 60
- Pages
- 101531
- ISSN
- 1087-0792 (ISSN-L)
- OpenAlex
- W3191158440
- Cited by
- 138
- References
- 79
- Citations by year
- 2026: 28 · 2025: 38 · 2024: 27 · 2023: 23 · 2022: 22
- FWCI
- 2.95
- Type
- journal article
- Language
- en
- Open access
- closed
- Licence
- Locations
- Sleep Medicine Reviews (publishedVersion)
- PubMed (publishedVersion)
- Funders
- Majmaah University (R-2021-40)
- Topics
- Social Sciences › Psychology › Experimental and Cognitive Psychology › Sleep and related disorders
- Social Sciences › Decision Sciences › Management Science and Operations Research › Psychometric Methodologies and Testing
- Social Sciences › Psychology › Experimental and Cognitive Psychology › Anxiety, Depression, Psychometrics, Treatment, Cognitive Processes
- Keywords
- Insomnia Severity Index, factor structure, dimensionality, structural validity, confirmatory factor analysis, exploratory factor analysis, Cronbach's alpha, psychometric validation, reporting guidelines
- MeSH terms
- Humans, Sleep Initiation and Maintenance Disorders, Psychometrics, Reproducibility of Results
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