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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The ISI has acceptable psychometric properties in various countries worldwide.
“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]
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 · see citing works
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 · see citing works
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 · see citing works
Preferred reporting items for systematic reviews and meta-analyses: the PRISMA Statement.
(2009) · PubMed Central · Cited by 44,859 · see citing works
Conducting Meta-Analyses in <i>R</i> with the <b>metafor</b> Package
Viechtbauer, W. (2010) · Journal of Statistical Software · doi:10.18637/jss.v036.i03 · Cited by 20,464 · see citing works
(2017) · Cited by 16,319 · see citing works
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 · see citing works
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 · see citing works
Costello, A. B., & Osborne, J. (2005) · University of Massachusetts Amherst · doi:10.7275/jyj1-4868 · Cited by 10,297 · see citing works
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 · see citing works
Validation of the Insomnia Severity Index as an outcome measure for insomnia research
Bastien, C. (2001) · Sleep Medicine · doi:10.1016/s1389-9457(00)00065-4 · Cited by 8,067 · see citing works
How to perform a meta-analysis with R: a practical tutorial
Balduzzi, S., Rücker, G., & Schwarzer, G. (2019) · Evidence Based Mental Health · doi:10.1136/ebmental-2019-300117 · Cited by 5,827 · see citing works
Sample size in factor analysis.
MacCallum, R. C., Widaman, K. F., Zhang, S., & Hong, S. (1999) · Psychological Methods · doi:10.1037/1082-989x.4.1.84 · Cited by 5,497 · see citing works
Morin, C. M., Belleville, G., Bélanger, L., & Ivers, H. (2011) · Sleep · doi:10.1093/sleep/34.5.601 · Cited by 4,620 · see citing works
A First Course in Factor Analysis
Comrey, A. L., & Lee, H. B. (2013) · doi:10.4324/9781315827506 · Cited by 4,546 · see citing works
Putnick, D. L., & Bornstein, M. H. (2016) · Developmental Review · doi:10.1016/j.dr.2016.06.004 · Cited by 4,369 · see citing works
A First Course in Factor Analysis
Price, B., Comrey, A. L., & Lee, H. B. (1993) · Technometrics · doi:10.1080/00401706.1993.10485363 · Cited by 3,512 · see citing works
A Beginner’s Guide to Factor Analysis: Focusing on Exploratory Factor Analysis
Yong, A. G., & Pearce, S. (2013) · Tutorials in Quantitative Methods for Psychology · doi:10.20982/tqmp.09.2.p079 · Cited by 3,304 · see citing works
Exploratory Factor Analysis: A Five-Step Guide for Novices
Williams, B. A., Onsman, A., & Brown, T. (2010) · Australasian Journal of Paramedicine · doi:10.33151/ajp.8.3.93 · Cited by 2,967 · see citing works
Outlier and influence diagnostics for meta-analysis
Viechtbauer, W., & Cheung, M. W.-L. (2010) · Research Synthesis Methods · doi:10.1002/jrsm.11 · Cited by 2,949 · see citing works
Rhemtulla, M., Brosseau-Liard, P. É., & Savalei, V. (2012) · Psychological Methods · doi:10.1037/a0029315 · Cited by 2,816 · see citing works
(1993) · Medical Entomology and Zoology · Cited by 2,324 · see citing works
Jackson, D. A. (1993) · Ecology · doi:10.2307/1939574 · Cited by 2,282 · see citing works
The essentials of factor analysis
Child, D. (1970) · Medical Entomology and Zoology · Cited by 1,671 · see citing works
Long, J. S. (1983) · Sage eBooks · doi:10.4135/9781412983778 · Cited by 1,519 · see citing works
LISREL Approaches to Interaction Effects in Multiple Regression
Alexander, W. P., Jaccard, J., & Wan, C. K. (1998) · Technometrics · doi:10.1080/00401706.1998.10485533 · Cited by 1,149 · see citing works
Sample Size in Factor Analysis: The Role of Model Error
MacCallum, R. C., Widaman, K. F., Preacher, K. J., & Hong, S. (2001) · Multivariate Behavioral Research · doi:10.1207/s15327906mbr3604_06 · Cited by 1,143 · see citing works
Morin, C. M., Drake, C. L., Harvey, A. G., Krystal, A. D., Manber, R., Riemann, D., & Spiegelhalder, K. (2015) · Nature Reviews Disease Primers · doi:10.1038/nrdp.2015.26 · Cited by 746 · see citing works
metaSEM: an R package for meta-analysis using structural equation modeling
Cheung, M. W. ‐. (2015) · Frontiers in Psychology · doi:10.3389/fpsyg.2014.01521 · Cited by 698 · see citing works
Li, C.-H. (2016) · Psychological Methods · doi:10.1037/met0000093 · Cited by 689 · see citing works
Factor Analysis and Related Methods
Widaman, K. F., & McDonald, R. P. (1987) · Journal of Educational Statistics · doi:10.2307/1164692 · Cited by 669 · see citing works
Meta-analytic structural equation modeling: A two-stage approach.
Cheung, M. W. ‐., & Chan, W. (2005) · Psychological Methods · doi:10.1037/1082-989x.10.1.40 · Cited by 646 · see citing works
The Essentials of Factor Analysis.
Williams, J. S., & Child, D. (1974) · Contemporary Sociology A Journal of Reviews · doi:10.2307/2061984 · Cited by 618 · see citing works
Factor Analysis and Related Methods
McDonald, R. P. (2014) · Psychology Press eBooks · doi:10.4324/9781315802510 · Cited by 542 · see citing works
Factors Influencing Four Rules For Determining The Number Of Components To Retain
Zwick, W. R., & Velicer, W. F. (1982) · Multivariate Behavioral Research · doi:10.1207/s15327906mbr1702_5 · Cited by 519 · see citing works
Latent Variable Models and Factor Analysis: A Unified Approach
Bartholomew, D. J., Knott, M. J., & Moustaki, I. (2011) · Cited by 499 · see citing works
Asymmetric funnel plots and publication bias in meta-analyses of diagnostic accuracy
Song, F., Khan, K. S., Dinnes, J., & Sutton, A. J. (2002) · International Journal of Epidemiology · doi:10.1093/ije/31.1.88 · Cited by 485 · see citing works
Validation of a Korean Version of the Insomnia Severity Index
Cho, Y. W., Song, M. L., & Morinc, C. M. (2014) · Journal of Clinical Neurology · doi:10.3988/jcn.2014.10.3.210 · Cited by 472 · see citing works
Chung, K.-F., Kan, K. K.-K., & Yeung, W.-F. (2011) · Sleep Medicine · doi:10.1016/j.sleep.2010.09.019 · Cited by 454 · see citing works
Savard, M.-H., Savard, J., Simard, S., & Ivers, H. (2005) · Psycho-Oncology · doi:10.1002/pon.860 · Cited by 449 · see citing works
Sass, D. A., Schmitt, T. A., & Marsh, H. W. (2014) · Structural Equation Modeling A Multidisciplinary Journal · doi:10.1080/10705511.2014.882658 · Cited by 428 · see citing works
Trends in insomnia and excessive daytime sleepiness among US adults from 2002 to 2012
Ford, E. S., Cunningham, T. J., Giles, W. H., & Croft, J. B. (2015) · Sleep Medicine · doi:10.1016/j.sleep.2014.12.008 · Cited by 332 · see citing works
Insomnia Severity Index: psychometric properties with Chinese community‐dwelling older people
Yu, D. S. F. (2010) · Journal of Advanced Nursing · doi:10.1111/j.1365-2648.2010.05394.x · Cited by 330 · see citing works
A Guide on the Use of Factor Analysis in the Assessment of Construct Validity
Kang, H. (2013) · Journal of Korean Academy of Nursing · doi:10.4040/jkan.2013.43.5.587 · Cited by 297 · see citing works
Health economics of insomnia treatments: The return on investment for a good night's sleep
Wickwire, E. M., Shaya, F. T., & Scharf, S. M. (2015) · Sleep Medicine Reviews · doi:10.1016/j.smrv.2015.11.004 · Cited by 290 · see citing works
Courtney, M. G. R., & Gordon, R. (2020) · ScholarWorks@UMassAmherst (University of Massachusetts Amherst) · doi:10.7275/9cf5-2m72 · Cited by 270 · see citing works
A 10-year trend of insomnia prevalence in the adult Norwegian population
Pallesen, S., Sivertsen, B., Nordhus, I. H., & Bjorvatn, B. (2013) · Sleep Medicine · doi:10.1016/j.sleep.2013.10.009 · Cited by 253 · see citing works
Validation study of the Italian version of the Insomnia Severity Index (ISI)
Castronovo, V., Galbiati, A., Marelli, S., Brombin, C., Cugnata, F., Giarolli, L., Anelli, M. M., Rinaldi, F., & Ferini-Strambi, L. (2016) · Neurological Sciences · doi:10.1007/s10072-016-2620-z · Cited by 217 · see citing works
Hermida, R. (2015) · RePEc: Research Papers in Economics · Cited by 214 · see citing works
The Spanish version of the Insomnia Severity Index: A confirmatory factor analysis
Fernández‐Mendoza, J., Rodríguez‐Muñoz, A., Vela‐Bueno, A., Olavarrieta‐Bernardino, S., Calhoun, S. L., Bixler, E. O., & Vgontzas, A. N. (2011) · Sleep Medicine · doi:10.1016/j.sleep.2011.06.019 · Cited by 205 · see citing works
Dimensionality of the Pittsburgh Sleep Quality Index: A systematic review
Manzar, M. D., BaHammam, A. S., Hameed, U. A., Spence, D. W., Pandi-Perumal, S. R., Moscovitch, A., & Streiner, D. L. (2018) · Health and Quality of Life Outcomes · doi:10.1186/s12955-018-0915-x · Cited by 204 · see citing works
Gerber, M., Lang, C., Lemola, S., Colledge, F., Kalak, N., Holsboer-Trachsler, E., Pühse, U., & Brand, S. (2016) · BMC Psychiatry · doi:10.1186/s12888-016-0876-8 · Cited by 199 · see citing works
Validity of the Pittsburgh Sleep Quality Index in Indian University Students
Manzar, M. D., Moiz, J. A., Zannat, W., Spence, D. W., Researcher, I., Pandi-Perumal, S. R., BaHammam, A. S., & Hussain, M. E. (2015) · Oman Medical Journal · doi:10.5001/omj.2015.41 · Cited by 154 · see citing works
Validation of the Pittsburgh sleep quality index in community dwelling Ethiopian adults
Mohammed, S., Maru, T. T., Kumalo, A., Pandi-Perumal, S. R., BaHammam, A. S., & Manzar, M. D. (2017) · Health and Quality of Life Outcomes · doi:10.1186/s12955-017-0637-5 · Cited by 134 · see citing works
Chen, P.-Y., Yang, C., & Morin, C. M. (2015) · Sleep Medicine · doi:10.1016/j.sleep.2014.11.016 · Cited by 110 · see citing works
Sierra, J. C., Guillén-Serrano, V., & Santos‐Iglesias, P. (2008) · Revista de Neurología · doi:10.33588/rn.4711.2008221 · Cited by 89 · see citing works
SAS for Windows workbook for Tabachnick and Fidell : using multivariate statistics
Tabachnick, B. G., & Fidell, L. S. (2001) · Allyn and Bacon eBooks · Cited by 86 · see citing works
Prevalence of insomnia‐related symptoms continues to increase in the Finnish working‐age population
Kronholm, E., Partonen, T., Härmä, M., Hublin, C., Lallukka, T. M., Peltonen, M., & Laatikainen, T. K. (2016) · Journal of Sleep Research · doi:10.1111/jsr.12398 · Cited by 81 · see citing works
Dieck, A., Morin, C. M., & Backhaus, J. (2018) · Somnologie · doi:10.1007/s11818-017-0147-z · Cited by 72 · see citing works
Sadeghniiat‐Haghighi, K., Montazeri, A., Khajeh-Mehrizi, A., Nedjat, S., & Aminian, O. (2013) · Quality of Life Research · doi:10.1007/s11136-013-0489-3 · Cited by 69 · see citing works
Chahoud, M., Chahine, R., Salameh, P., & Sauleau, E. A. (2017) · eNeurologicalSci · doi:10.1016/j.ensci.2017.03.003 · Cited by 64 · see citing works
Kaufmann, C. N., Orff, H. J., Moore, R. C., Delano‐Wood, L., Depp, C. A., & Schiehser, D. M. (2017) · Behavioral Sleep Medicine · doi:10.1080/15402002.2016.1266490 · Cited by 62 · see citing works
Dragioti, E., Wiklund, T., Alföldi, P., & Gerdle, B. (2015) · Scandinavian Journal of Pain · doi:10.1016/j.sjpain.2015.06.001 · Cited by 55 · see citing works
A comparison of sequential and nonsequential specification searches in testing factorial invariance
Yoon, M., & Kim, E. (2013) · Behavior Research Methods · doi:10.3758/s13428-013-0430-2 · Cited by 53 · see citing works
Chen, P., Jan, Y.-W., & Yang, C. (2017) · Sleep Medicine · doi:10.1016/j.sleep.2017.04.003 · Cited by 51 · see citing works
Prevalence of poor sleep quality in the Ethiopian population: a systematic review and meta-analysis
Manzar, M. D., Bekele, B. B., Noohu, M. M., Mohammed, S., Albougami, A. S. B., Spence, D. W., Pandi-Perumal, S. R., & BaHammam, A. S. (2019) · Sleep And Breathing · doi:10.1007/s11325-019-01871-x · Cited by 42 · see citing works
Manzar, M. D., Zannat, W., Moiz, J. A., Spence, D. W., Pandi-Perumal, S. R., BaHammam, A. S., & Hussain, M. E. (2016) · Biological Rhythm Research · doi:10.1080/09291016.2016.1202375 · Cited by 37 · see citing works
Identifying the best sleep measure to screen clinical insomnia in a psychiatric population
Seow, E., Abdin, E., Chang, S. S. H., Chong, S. A., & Subramaniam, M. (2017) · Sleep Medicine · doi:10.1016/j.sleep.2017.09.015 · Cited by 37 · see citing works
Improved Fisher z estimators for univariate random‐effects meta‐analysis of correlations
Hafdahl, A. R. (2008) · British Journal of Mathematical and Statistical Psychology · doi:10.1348/000711008x281633 · Cited by 33 · see citing works
Insomnia severity index: a psychometric investigation among Saudi nurses
Albougami, A. S. B., & Manzar, M. D. (2019) · Sleep And Breathing · doi:10.1007/s11325-019-01812-8 · Cited by 28 · see citing works
Psychometric properties of the Insomnia Severity Index in cancer survivors
Yusufov, M., Zhou, E. S., & Recklitis, C. J. (2018) · Psycho-Oncology · doi:10.1002/pon.4973 · Cited by 27 · see citing works
Factor structure and psychometric properties of the Insomnia Severity Index in Mainland China
Lin, R., Xie, S., Yan, W., & Yan, Y.-W. (2018) · Social Behavior and Personality An International Journal · doi:10.2224/sbp.6639 · Cited by 24 · see citing works
Psychometric Validation of the Insomnia Severity Index in Adults with Sickle Cell Disease
Moscou-Jackson, G., Allen, J. K., Smith, M. T., & Haywood, C. (2016) · Journal of Health Care for the Poor and Underserved · doi:10.1353/hpu.2016.0010 · Cited by 22 · see citing works
Manzar, M. D., Albougami, A. S. B., Mohammed, S., Peter, S., Spence, D. W., & Pandi-Perumal, S. R. (2018) · BMC Psychology · doi:10.1186/s40359-018-0275-7 · Cited by 22 · see citing works
Sleep and physiological systems: a functional perspective
Manzar, M. D., Zannat, W., & Hussain, M. E. (2014) · Biological Rhythm Research · doi:10.1080/09291016.2014.966504 · Cited by 20 · see citing works
Validation of Arabic versions of three sleep surveys
Ahmed, A. E. (2015) · Qatar medical journal · doi:10.5339/qmj.2014.20 · Cited by 19 · see citing works
Manzar, M. D., Mohammed, S., Khan, T. A., Shah, S. A., Alamri, M. S., Pandi-Perumal, S. R., & BaHammam, A. S. (2018) · Journal of Ethnicity in Substance Abuse · doi:10.1080/15332640.2018.1494658 · Cited by 19 · see citing works
Insomnia in primary care settings: Still overlooked and undertreated?
Almeneessier, A. S., Alamri, B. N., Alzahrani, F., Sharif, M. M., Pandi-Perumal, S. R., & BaHammam, A. S. (2018) · DOAJ (DOAJ: Directory of Open Access Journals) · doi:10.4103/jnsm.jnsm_30_18 · Cited by 18 · see citing works
Meta-Analytic Structural Equation Modeling (MASEM): Comparison of the Multivariate Methods
Zhang, Y. (2011) · ProQuest LLC eBooks · Cited by 12 · see citing works
Flagged first, then by citations
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Sorted by citations
Insomnia Severity Index: A reliability generalisation meta‐analysis
Cerri, L., Justo, M. C., Clemente, V., Gomes, A. A., Pereira, A., & Marques, D. R. (2023) · Journal of Sleep Research · doi:10.1111/jsr.13835 · Cited by 90 · see citing works
Bonnar, D., Lee, S., Roane, B. M., Blum, D. J., Kahn, M., Jang, E. H., Dunican, I. C., Gradisar, M., & Suh, S. A. (2022) · International Journal of Environmental Research and Public Health · doi:10.3390/ijerph19074146 · Cited by 51 · see citing works
Jahrami, H., Trabelsi, K., Saif, Z., Manzar, M. D., BaHammam, A. S., & Vitiello, M. V. (2023) · Sleep Medicine · doi:10.1016/j.sleep.2023.09.015 · Cited by 53 · see citing works
Peng, P., Liang, M., Wang, Q., Lu, L., Wu, Q., & Chen, Q. (2022) · Frontiers in Public Health · doi:10.3389/fpubh.2022.1040298 · Cited by 46 · see citing works
Sleep dissatisfaction is a potential marker for nomophobia in adults.
Jahrami, H. A., Fekih-Romdhane, F., Saif, Z., Alhaj, O., Alrasheed, M. M., Pandi-Perumal, S., Bahammam, A. S., & Vitiello, M. (2022) · Sleep Medicine · doi:10.1016/j.sleep.2022.07.001 · Cited by 28 · see citing works
Musetti, A., Gori, A., Alessandra, A., Topino, E., Terrone, G., Plazzi, G., Cacioppo, M., & Franceschini, C. (2022) · Nature and Science of Sleep · doi:10.2147/nss.s348242 · Cited by 30 · see citing works
Zhang, H.-S., Huang, X.-W., Wang, C., & Liang, K. (2022) · Sleep Medicine · doi:10.1016/j.sleep.2022.03.003 · Cited by 25 · see citing works
Zhen, C., Tao, Y., Liu, T., He, S., Chen, Y., Sun, L., & Chen, Z. (2023) · Frontiers in Public Health · doi:10.3389/fpubh.2023.1249255 · Cited by 23 · see citing works
Morssinkhof, M. W. L., Wiepjes, C. M., Bosman, B. W., Kinds, J., Fisher, A. D., Greenman, Y., Kreukels, B. P. C., T'Sjoen, G. G., van der Werf, Y. D., den Heijer, M., et al. (2023) · Sleep Medicine · doi:10.1016/j.sleep.2023.04.028 · Cited by 22 · see citing works
The association of insomnia with long COVID: An international collaborative study (ICOSS-II)
Chen, S., Morin, C. M., Ivers, H., Wing, Y. K., Partinen, M., Merikanto, I., Holzinger, B., Espie, C. A., Gennaro, L. D., Dauvilliers, Y. A., et al. (2023) · Sleep Medicine · doi:10.1016/j.sleep.2023.09.034 · Cited by 22 · see citing works
Manzar, M. D., Albougami, A. S. B., Hassen, H. Y., Sikkandar, M. Y., Pandi-Perumal, S. R., & BaHammam, A. S. (2022) · Nature and Science of Sleep · doi:10.2147/nss.s325220 · Cited by 21 · see citing works
Sirajudeen, M. S., Waly, M. I., Manzar, M. D., Alqahtani, M. M., Alzhrani, M., Alanazi, A., Unnikrishnan, R., Muthusamy, H., Saibannavar, R., & Alrubaia, W. (2022) · PeerJ · doi:10.7717/peerj.13237 · Cited by 20 · see citing works
Psychometric Properties of the Insomnia Severity Index Among Arabic Chronic Diseases Patients
Maqbali, M. A. H. A., Madkhali, N. A. B., & Dickens, G. L. (2022) · SAGE Open Nursing · doi:10.1177/23779608221107278 · Cited by 18 · see citing works
Peersmann, S. H. M., Grootenhuis, M. A., van Straten, A., Tissing, W. J. E., Abbink, F. C. H., de Vries, A. C. H., Loonen, J. J., van der Pal, H. J. H., Kaspers, G. J. L., & van Litsenburg, R. R. L. (2022) · Cancers · doi:10.3390/cancers14143316 · Cited by 16 · see citing works
Peng, P., Wang, Q., Zhou, Y., Hao, Y., Chen, S., Wu, Q., Li, M., Wang, Y., Yang, Q., Wang, X., et al. (2023) · Progress in Neuro-Psychopharmacology and Biological Psychiatry · doi:10.1016/j.pnpbp.2023.110899 · Cited by 16 · see citing works
Mohammed-Taha, S. R., Aladdin, A. M., Mustafa, A. I., Hasan, D. O., Muhammed, R. K., & Rashid, T. A. (2025) · Network Modeling Analysis in Health Informatics and Bioinformatics · doi:10.1007/s13721-025-00552-y · Cited by 15 · see citing works
Mathews, A., Gibbons, N., Harrison, E., Ukoumunne, O. C., & Stallard, P. N. (2022) · Behavioral Sleep Medicine · doi:10.1080/15402002.2022.2063866 · Cited by 16 · see citing works
ter Avest, M. M., van Velthoven, A. S. M., Speckens, A. E. M., Dijkstra, G. D. H., Dresler, M., Horjus, C. S., Römkens, T. E. H., Witteman, E. M., van Dop, W. A., Bredero, Q. M., et al. (2023) · BMC Psychology · doi:10.1186/s40359-023-01127-0 · Cited by 15 · see citing works
Davoudi, M., Lundgren, T., Jansson-Fröjmark, M., Saeedipour, Z., & Badinlou, F. (2022) · Epilepsy & Behavior · doi:10.1016/j.yebeh.2022.108672 · Cited by 12 · see citing works
Coelho, J., Sánchez-Ortuño, M. M., Martin, V., Gauld, C., Richaud, A., Lopez, R., Pelou, M., Abi-Saab, P., Philip, P., Geoffroy, P. A., et al. (2023) · Psychiatry Research · doi:10.1016/j.psychres.2023.115584 · Cited by 13 · see citing works
The top 100 most cited papers in insomnia: A bibliometric analysis
Wan, Q., Liu, K., Wang, X., Luo, S., Yuan, X., Wang, C., Jiang, J., & Wu, W. (2023) · Frontiers in Psychiatry · doi:10.3389/fpsyt.2022.1040807 · Cited by 12 · see citing works
Luo, Y., Yu, L., Zhang, P., Lin, W., Xu, H., Dou, Z., Zhao, G., Peng, W., Zeng, F., & Yu, S. (2024) · Journal of Affective Disorders · doi:10.1016/j.jad.2024.02.023 · Cited by 11 · see citing works
Miranda, A. R., Cortez, M. V., Scotta, A. V., & Soria, E. A. (2022) · Journal of Intelligence · doi:10.3390/jintelligence10020033 · Cited by 11 · see citing works
Daytime autonomic nervous system functions differ among adults with and without insomnia symptoms
McCall, W. V., Looney, S. W., Zulfiqar, M., Ketcham, E., Jones, M., Mixson, C., McCloud, L., Miller, B. J., & Rosenquist, P. B. (2023) · Journal of Clinical Sleep Medicine · doi:10.5664/jcsm.10704 · Cited by 10 · see citing works
Zhao, R. Z., Sun, J., Deng, H., Chen, C., Li, X., Wang, F.-M., He, Z.-Y., Chang, M.-Y., Lu, L., Tang, C., et al. (2022) · Frontiers in Psychiatry · doi:10.3389/fpsyt.2022.1022442 · Cited by 10 · see citing works
Jahrami, H., Trabelsi, K., Ghazzawi, H., Ammar, A., Pandi-Perumal, S. R., Saif, Z., & Vitiello, M. V. (2024) · Current Sleep Medicine Reports · doi:10.1007/s40675-024-00292-x · Cited by 10 · see citing works
Dabbagh, A., Saeidi, S., & MacDermid, J. C. (2022) · Physical Therapy · doi:10.1093/ptj/pzac103 · Cited by 9 · see citing works
Shinohara, E., Hada, A., Minatani, M., Wakamatsu, M., & Kitamura, T. (2023) · Healthcare · doi:10.3390/healthcare11081194 · Cited by 9 · see citing works
Alenizi, A., Eskandrani, A. M., Asiri, S. A., Maqdom, F. A. B., Alhameed, M., Harbi, R. A. A., Aldraihem, M. O., & Aldosari, M. (2023) · Neurosciences · doi:10.17712/nsj.2023.1.20220062 · Cited by 8 · see citing works
Manzar, M. D., Mohammed, S., Nureye, D., Kashoo, F. Z., Noohu, M. M., Alotaibi, J. S., Alamri, M. S., & Griffiths, M. D. (2025) · PLoS ONE · doi:10.1371/journal.pone.0325238 · Cited by 14 · see citing works
Marway, O. S., Lau, P. H., Carmona, N. E., & Carney, C. E. (2023) · Sleep Medicine · doi:10.1016/j.sleep.2023.02.008 · Cited by 8 · see citing works
Treatment of Insomnia With Traditional Chinese Medicine Presents a Promising Prospect
Zhang, B., Wang, Q., Zhang, Y., Wang, H., Kang, J., Zhu, Y., Wang, B., & Feng, S. (2025) · Phytotherapy Research · doi:10.1002/ptr.8495 · Cited by 7 · see citing works
Psychometric properties of the Insomnia Severity Index (ISI) in Mexican adults
Álvarez-García, H. B., Lugo-González, I. V., & Betanzos, F. G. (2023) · Interacciones Revista de Avances en Psicología · doi:10.24016/2023.v9.311 · Cited by 10 · see citing works
DeGraves, B. S., Titley, H. K., Duan, Y., Thorne, T. E., Banerjee, S., Ginsburg, L. R., Salma, J., Hegadoren, K., Angel, C., Keefe, J. M., et al. (2023) · Journal of the American Geriatrics Society · doi:10.1111/jgs.18727 · Cited by 7 · see citing works
Johnson, S. L., Murray, G., Kriegsfeld, L. J., Manoogian, E. N. C., Mason, L., Allen, J. D., Berk, M., Panda, S., Rajgopal, N. A., Gibson, J. C., et al. (2024) · BMC Psychiatry · doi:10.1186/s12888-024-05790-4 · Cited by 8 · see citing works
Rasouli, A., Soumee, Z. N., Pourali, H., Jam, M. M., & Saed, O. (2025) · BMC Psychology · doi:10.1186/s40359-025-03131-y · Cited by 7 · see citing works
Chen, C., Yang, S., Shi, Y., Zhu, Z., Xiong, X., Huang, L., Lu, J., Tang, G., Gu, X., Zhang, G., et al. (2026) · Journal of Clinical Anesthesia · doi:10.1016/j.jclinane.2026.112123 · Cited by 6 · see citing works
Hung, W.-T., & Liou, G. (2023) · Heliyon · doi:10.1016/j.heliyon.2023.e22268 · Cited by 6 · see citing works
Sleep Characteristics of Children and Youth with Cerebral Palsy
Sanguino, H., Brunton, L. K., Condliffe, E. G., Kopala‐Sibley, D. C., Noel, M. E., Mish, S. J., & McMorris, C. A. (2024) · Journal of Child Neurology · doi:10.1177/08830738241285074 · Cited by 6 · see citing works
Wang, W., Shen, X., Guo, X., Liu, S., Chen, Q., Ma, S., & Jian, Y. (2025) · Journal of Pacific Rim Psychology · doi:10.1177/18344909241310783 · Cited by 8 · see citing works
McCall, W. V., Ribbens, L. T., & Looney, S. W. (2022) · Scandinavian Journal of Psychology · doi:10.1111/sjop.12872 · Cited by 6 · see citing works
Rodriguez, S. B., Bardacci, Y., Aoufy, K. E., Bazzini, M., Caruso, C., Giusti, G. D., Mezzetti, A., Lucchini, A., Iozzo, P., Guazzini, A., et al. (2023) · Nursing Reports · doi:10.3390/nursrep13030103 · Cited by 6 · see citing works
Latent profile of the insomnia severity index: A longitudinal study
Wang, S., Jülich, S. T., & Lei, X. (2024) · Sleep Medicine · doi:10.1016/j.sleep.2024.02.027 · Cited by 8 · see citing works
Trabelsi, K., AlMarzooqi, M. A., Aljaloud, K. S., Ghazzawi, H., Alenezi, A. F., Salem, A., Kerkeni, M., Kerkeni, M., Chtourou, H., Ammar, A., et al. (2024) · Sleep Medicine · doi:10.1016/j.sleep.2024.04.037 · Cited by 6 · see citing works
Liu, Y., Wang, Z., Liu, S., Li, X., Wang, D., Wang, D., Li, Y., Liu, C., & Xu, Y. J. (2025) · Journal of Pineal Research · doi:10.1111/jpi.70046 · Cited by 5 · see citing works
Jam, M. M., Rasouli, A., Soumee, Z. N., Vand, H. D. A., & Saed, O. (2025) · BMC Psychiatry · doi:10.1186/s12888-025-06832-1 · Cited by 5 · see citing works
Validation of the Insomnia Severity Index among University Students in Korea
Lee, B., & Kim, Y. E. (2023) · OBM Neurobiology · doi:10.21926/obm.neurobiol.2304196 · Cited by 5 · see citing works
Christensen, K. A., Richson, B. N., Short, N. A., Bottera, A. R., Irish, L. A., Perko, V. L., & Forbush, K. T. (2024) · Eating and Weight Disorders - Studies on Anorexia Bulimia and Obesity · doi:10.1007/s40519-024-01679-z · Cited by 5 · see citing works
Network models of subjective sleep health: a systematic review and statistical evaluation
Chen, M.-Y., Xing, H.-Q., Huang, Q.-H., Feng, Y., Zhang, Q., Fan, P., Chen, H.-X., Malgaroli, M., Jackson, T., Wang, G., et al. (2026) · Sleep Medicine Reviews · doi:10.1016/j.smrv.2026.102233 · Cited by 4 · see citing works
Assessing Bedtime Procrastination in Iran: Psychometric Properties and Predictive Value for Insomnia
Rasouli, A., Seraji, H. T., Soumee, Z. N., Jahanbakhsh, S., Javadi, V., & Saed, O. (2024) · Behavioral Sleep Medicine · doi:10.1080/15402002.2024.2423291 · Cited by 4 · see citing works
Udugampolage, N. S., Caruso, R., Magon, A., Conte, G., Callus, E., Taurino, J., & Pini, A. (2022) · BMJ Open · doi:10.1136/bmjopen-2022-067024 · Cited by 4 · see citing works
Knutson, K. L., Pershing, M. L., Abbott, S. M., Alexandria, S. J., Chiluka, S., Chirinos, D. A., Giachello, A. L. M., Gupta, N., Harrington, K. A., Rittner, S. S., et al. (2023) · BMJ Open · doi:10.1136/bmjopen-2023-073734 · Cited by 4 · see citing works
Bhat, A., Singh, A., Durr, M. L., & Chang, J. L. (2024) · The Laryngoscope · doi:10.1002/lary.31603 · Cited by 4 · see citing works
Liang, R.-L., Tang, L., Li, L., Zhao, N., Yu, X., Li, J., Wang, Q., Cun, H., Gao, X., & Yang, W. (2024) · Frontiers in Neurology · doi:10.3389/fneur.2024.1481557 · Cited by 9 · see citing works
Study on Gamma sensory flicker for Insomnia
Liu, Y., Li, X., Liu, S., Liang, T.-L., Wu, Y., Wang, X., Li, Y., & Xu, Y. J. (2024) · International Journal of Neuroscience · doi:10.1080/00207454.2024.2342974 · Cited by 4 · see citing works
Tsui, H. T. C., & Chan, W. S. (2024) · Journal of Affective Disorders Reports · doi:10.1016/j.jadr.2024.100766 · Cited by 3 · see citing works
Schreyer, C. C., Salwen‐Deremer, J. K., Coughlin, J. W., Sanicola, C., Taylor, C. A., Vanzhula, I. A., Martinelli, M., & Hymowitz, G. (2024) · Surgery for Obesity and Related Diseases · doi:10.1016/j.soard.2024.10.016 · Cited by 3 · see citing works
Johnson, S. L., Murray, G., Manoogian, E. N. C., Mason, L., Allen, J. D., Berk, M., Panda, S., Rajgopal, N. A., Gibson, J. C., Bower, C. D., et al. (2024) · BMC Psychiatry · doi:10.1186/s12888-024-06157-5 · Cited by 4 · see citing works
Hoadley, A., Felix, A., Hailu, S. H., Ellis, J. D., Strickland, J. C., Rabinowitz, J. A., Wolinsky, D., Hochheimer, M., Hobelmann, J. G., & Huhn, A. S. (2025) · Journal of Sleep Research · doi:10.1111/jsr.70160 · Cited by 3 · see citing works
Udugampolage, N. S., Pini, A., Magon, A., Conte, G., Callus, E., Taurino, J., & Caruso, R. (2023) · Vaccines · doi:10.3390/vaccines11040734 · Cited by 3 · see citing works
Exploring the Mediating Role of Sleep Deficit-Related Functional Status in Subacute Stroke Survivors
Kumar, S., Parveen, S., Manzar, M. D., Alghadir, A. H., Khan, M., Al-Quliti, K. W., Spence, D. W., Pandi-Perumal, S. R., BaHammam, A. S., & Noohu, M. M. (2024) · Medicina · doi:10.3390/medicina60030422 · Cited by 3 · see citing works
Tao, Y., Hu, C., Zhang, L., Cheng, Z., Zou, B. J., Yan, M., Sun, L., & Chen, Z. (2025) · Risk Management and Healthcare Policy · doi:10.2147/rmhp.s517992 · Cited by 3 · see citing works
Allostatic load in non-medical and medical college students
Liu, L., Yang, S., Liu, X., Huang, M. H., Pei, Z., Wang, Y., Wang, Y., Han, Q., Mao, J., & Wang, L. (2025) · BMC Public Health · doi:10.1186/s12889-025-21944-9 · Cited by 2 · see citing works
Combined Chronotherapy for Poor Sleep Following Acute Coronary Syndrome: A Pilot Randomized Trial
Mendieta, M., Cumella, R., Fray, N., Veneros, D. L., Hiti, D., Franqui, C., D’Agostino, C., Kronish, I. M., & Shechter, A. (2025) · Journal of Circadian Rhythms · doi:10.5334/jcr.250 · Cited by 2 · see citing works
Gardiner, P. M., Kinnafick, F., Breen, K. C., & Hartescu, I. (2025) · Journal of Sleep Research · doi:10.1111/jsr.70095 · Cited by 2 · see citing works
Bouazza, S., Abbouyi, S., & Zarrouq, B. (2025) · Scientific Reports · doi:10.1038/s41598-025-11060-4 · Cited by 2 · see citing works
Tao, Y., Xu, J., Liu, Z., Huang, Z., Wang, F., Xia, M., & Chen, Y. (2025) · Journal of Psychosomatic Research · doi:10.1016/j.jpsychores.2025.112335 · Cited by 2 · see citing works
Loke, Y. M., Lim, S., Rukmini, A. V., Chen, P., Wang, J., & Gooley, J. J. (2023) · Frontiers in Sleep · doi:10.3389/frsle.2023.1188424 · Cited by 4 · see citing works
Chen, Z., Yu, H., Yuan, H., Wang, J., Wang, Q., Zhu, M., Yao, J., Zhang, X., & Xue, H. (2024) · Nursing Open · doi:10.1002/nop2.2104 · Cited by 2 · see citing works
Evaluation of a Brief Three-Item Insomnia Severity Index (ISI-3) Among Healthcare Workers
Badahdah, A. M., Khamis, F. A., & Aloud, N. (2024) · Behavioral Sleep Medicine · doi:10.1080/15402002.2024.2412330 · Cited by 2 · see citing works
Nejad-Ebrahim, Z., Rasouli, A., Seraji, H. T., Jahanbakhsh, S., & Saed, O. (2025) · Majallah-i dānishkadah-i pizishkī.Dānishgāh-i ̒ulūm-i pizishkī va khadamāt-i bihdāshtī- darmānī-i Tihrān./Majallah-i dānishkadah-i pizishkī.Dānishgāh-i ̒ulūm-i pizishkī va khadamāt-i bihdāshtī- darmānī-i Tihrān. · doi:10.61186/edcj.18.1.32 · Cited by 2 · see citing works
Hendriksen, P. A., Tan, S., van Oostrom, E. C., Merlo, A., Bardakçı, H., Aksoy, N., Garssen, J., Bruce, G., & Verster, J. C. (2024) · Data · doi:10.3390/data9020035 · Cited by 2 · see citing works
Badahdah, A. M., Aloud, N., & Khamis, F. A. (2025) · SN Comprehensive Clinical Medicine · doi:10.1007/s42399-025-01916-1 · Cited by 1 · see citing works
Experiences and Well-Being of Early-Career Trauma Nurses in India: A Mixed Methods Study
Kumar, R., Soni, A., Ahmed, T., & Beniwal, K. (2025) · Journal of Trauma Nursing · doi:10.1097/jtn.0000000000000862 · Cited by 1 · see citing works
Canivet, C., Hébert, T., Boilard, É., Morin, C. M., & Deslauriers, J. (2025) · Frontiers in Public Health · doi:10.3389/fpubh.2025.1560129 · Cited by 1 · see citing works
Liyanage, I., Dasanayaka, D. A. R. K., Liyanage, E., Ishara, H. K. M., & Rathnayake, S. (2025) · BMC Musculoskeletal Disorders · doi:10.1186/s12891-025-09125-6 · Cited by 1 · see citing works
Pretorius, T. B., & Padmanabhanunni, A. (2025) · Frontiers in Sleep · doi:10.3389/frsle.2025.1635434 · Cited by 1 · see citing works
Complex temporal dynamics of mental health indicators: A longitudinal network approach perspective
Adamkovic, M., Šimsa, B., Jozefiaková, B., Mikulášková, G., Babinčák, P., Baník, G., Bočanová, J., Fedáková, D., Kačmariková, K., Kačmár, P., et al. (2025) · Psychological Medicine · doi:10.1017/s0033291725102080 · Cited by 1 · see citing works
Al‐Mamun, F., Mamun, M. A., Arif, M., Das, P., ALmerab, M. M., & Gozal, D. (2025) · Brain and Behavior · doi:10.1002/brb3.71040 · Cited by 1 · see citing works
Li, S., Sun, W., Han, Y., Wang, L., Sun, X., Zhou, Z., Li, J., & Zhang, X. Y. (2026) · Journal of Neural Transmission · doi:10.1007/s00702-026-03111-5 · Cited by 1 · see citing works
Carpi, M., & Marques, D. R. (2026) · Sleep Medicine · doi:10.1016/j.sleep.2026.108813 · Cited by 1 · see citing works
Bourlois, V., Baron, P., Elsworth-Edelsten, C., Levillain, S., Bonduelle, C., Roussel, Y., Pezé, T., & Hurdiel, R. (2026) · PLOS Global Public Health · doi:10.1371/journal.pgph.0005880 · Cited by 1 · see citing works
Validity and reliability of Insomnia Severity Index among older adults in Indonesia
Sari, N. K., Stepvia, S., & Ilyas, M. F. (2026) · PeerJ · doi:10.7717/peerj.20473 · Cited by 1 · see citing works
Huang, Z., Zhang, Y., & Xu, W. (2026) · International Journal of Behavioral Nutrition and Physical Activity · doi:10.1186/s12966-026-01905-0 · Cited by 1 · see citing works
Liu, L., Huang, M., Liu, X., Yang, S., Wu, P., Pei, Z., Wang, Y., Mao, J., Wang, Y., Hu, J., et al. (2026) · BMC Psychology · doi:10.1186/s40359-026-04461-1 · Cited by 2 · see citing works
Machine learning-based insomnia symptom risk classification model for residents of Hebei province
Wang, Y., Qi, C., Cao, X., Meng, F., Zhao, Y. W., Bai, P., Song, J., Wang, S., Liu, B., & Song, B. (2026) · Public Health · doi:10.1016/j.puhe.2026.106409 · Cited by 1 · see citing works
Sleep problems and related factors in rural and urban populations in Western Pomerania, Poland
Wolińska, W., & Mroczek, B. (2022) · Annals of Agricultural and Environmental Medicine · doi:10.26444/aaem/152740 · Cited by 1 · see citing works
Rijal, M., Mumpunıartı, M., & Asriadi, M. (2024) · Journal of Education Research and Evaluation · doi:10.23887/jere.v8i2.69127 · Cited by 1 · see citing works
Jannata, T., Sumaryanto, S., Hadi, S., & Setiawan, C. (2024) · Retos · doi:10.47197/retos.v57.104041 · Cited by 1 · see citing works
Prevalence of Insomnia in Patients with Chronic Low Back Pain; A Cross-sectional Study
Rauf, M., Fatima, U., Dastgir, H., Bukhtiar, M., Farooqi, A., & Hamid, M. F. (2025) · The Healer Journal of Physiotherapy and Rehabilitation Sciences · doi:10.55735/hjprs.v5i2.349 · Cited by 1 · see citing works
Zhao, K., Yuan, F., Li, W., Luo, L., Wang, J., & Zeng, K. (2025) · BMJ Open · doi:10.1136/bmjopen-2024-095001 · Cited by 1 · see citing works
Manzar, M. D., Kashoo, F. Z., Mohammed, S., Nureye, D., Addo, H. A., Pandi-Perumal, S. R., Pakpour, A. H., & BaHammam, A. S. (2025) · BJPsych Open · doi:10.1192/bjo.2025.10055 · Cited by 1 · see citing works
Looman, M. I., Schoenmakers, T. M., Kamphuis, J. H., Blanken, T. F., & Lancee, J. (2025) · SLEEP · doi:10.1093/sleep/zsaf360 · Cited by 1 · see citing works
Plantas medicinais ajudam a combater a insônia
de Figueiredo, C. F. V., Albuquerque, T. D. N., Gomes, K. D. N., de Belchior, S. M. S., & da Silva, O. S. (2022) · Research Society and Development · doi:10.33448/rsd-v11i2.25108
Johnson, S. L., Murray, G., Kriegsfeld, L. J., Manoogian, E. N. C., Mason, L., Allen, J. D., Berk, M., Panda, S., Rajgopal, N. A., Gibson, J. C., et al. (2024) · Research Square · doi:10.21203/rs.3.rs-3789024/v1
- 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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