The DOI matches its Crossref record; 41 of the 41 references it cites were found in a registry or an index.
The CSS-12: Development and Validation of a Short-Form Version of the Cyberchondria Severity Scale
Open accessAbstract
Abstract Cyberchondria is defined as an increase in anxiety about one's health status as a result of excessive online searches. McElroy and Shevlin (2014) developed the first multidimensional, self-report measure of this construct–the Cyberchondria Severity Scale (CSS). The CSS consists of 33 items which can be summed to form a total score, and/or 5 subscale scores. The aim of the present study was to develop a short-form version of the CSS, removing the “Mistrust” subscale. Participants were undergraduate students from two UK universities ( N = 661, 73% female, M age = 22.19 years, SD = 5.88). Students completed the CSS, Short Health Anxiety Inventory (SHAI) and Generalized Anxiety Disorder Assessment (GAD-7). Twelve items were chosen for retention in the short form based on an exploratory factor analysis. These items corresponded to the four factors previously identified in the 33-item scale (minus the “Mistrust” subscale). Confirmatory factor analysis was used to validate the structure of the CSS-12. Confirmatory bifactor modeling indicated that the majority of item covariance was accounted for by a general cyberchondria factor. Construct validity was assessed by examining associations with the SHAI and GAD-7, with stronger correlations observed between the CSS-12 and the SHAI (compared with the GAD-7). The CSS-12 is a brief, reliable, and valid measure of worry/anxiety attributable to excessive online health research.
Overview
Integrity signals
Registry
Cites
Statistics
Verification
Claims the paper makes
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The text we found for this paper looks like another document, so the self-check wasn’t run.
Citations
Cites
Hu, L., & Bentler, P. M. (1999) · Structural Equation Modeling A Multidisciplinary Journal · doi:10.1080/10705519909540118 · Cited by 108,788
Estimating the Dimension of a Model
Schwarz, G. (1978) · The Annals of Statistics · doi:10.1214/aos/1176344136 · Cited by 47,033
A Brief Measure for Assessing Generalized Anxiety Disorder: The GAD-7
Spitzer, R. L., Kroenke, K., Williams, J. B. W., & Löwe, B. (2006) · Archives of Internal Medicine · doi:10.1001/archinte.166.10.1092 · Cited by 31,765
Comparative fit indexes in structural models.
Bentler, P. M. (1990) · Psychological Bulletin · doi:10.1037/0033-2909.107.2.238 · Cited by 25,266
A Rationale and Test for the Number of Factors in Factor Analysis
Horn, J. L. (1965) · Psychometrika · doi:10.1007/bf02289447 · Cited by 8,965
Structural model evaluation and modification: An interval estimation approach
Steiger, J. H. (1990) · Multivariate Behavioral Research · doi:10.1207/s15327906mbr2502_4 · Cited by 7,408
A Reliability Coefficient for Maximum Likelihood Factor Analysis
Tucker, L. R., & Lewis, C. (1973) · Psychometrika · doi:10.1007/bf02291170 · Cited by 7,330
A scaled difference chi-square test statistic for moment structure analysis
Satorra, A., & Bentler, P. M. (2001) · Psychometrika · doi:10.1007/bf02296192 · Cited by 5,282
Löwe, B., Decker, O., Müller, S., Brähler, E., Schellberg, D., Herzog, W., & Herzberg, P. Y. (2008) · Medical Care · doi:10.1097/mlr.0b013e318160d093 · Cited by 4,527
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
Flagged first, then by citations
Research works printed but not linked: 6
- Rennis L, , McNamara G, , Seidel E, et al. Google it!: urban community college students' use of the internet to obtain self-care and personal health information. College Student Journal, 2015; 49:414–426.
- Fox S, , Duggan M. (2013) Health online 2013. Washington, DC: Pew Internet & American Life Project.
- 10.33151/ajp.8.1.107 · DOI
- Muthén LK, , Muthén BO. (2012) Mplus. Statistical Analysis With Latent Variables (Version 7). Los Angeles, CA: University of California, p. 7.
- Stucky BD, , Edelen MO (2014). Using hierarchical IRT models to create unidimensional measures from multidimensional data. In Reise SP, , Revicki DA, eds. Handbook of Item Response Theory Modeling: Applications to Typical Performance Assessment. New York, NY: Routledge/Taylor & Francis Group, pp. 183–206.
- White RW, , Horvitz E. Web to World: Predicting transitions from self-diagnosis to the pursuit of local medical assistance in web search. AMIA Annual Symposium Proceedings, 2010; 2010:882–886.
Cited by
Sorted by citations
Items 101–179 of 179
The Cyberchondria Severity Scale-Short Form: A Psychometric Study
Terzi, H., Akca, A., & Ayaz‐Alkaya, S. (2024) · Genel Tıp Dergisi · doi:10.54005/geneltip.1420140 · Cited by 2
The effect of cyberchondria on anxiety and surgical fear levels in surgical oncology patients
Polat, H., Kapıkıran, G., & Kartal, M. (2025) · Current Psychology · doi:10.1007/s12144-025-07639-9 · Cited by 2
Estimation of cut-off value for the cyberchondria severity Scale-12 in Chinese population
Xu, R. H. (2025) · Current Psychology · doi:10.1007/s12144-025-08434-2 · Cited by 2
Analysis of relationship between cyberchondria levels and oral health in dental patients
Yurttaş, M., İzgi, E., & Gürbüz, E. (2025) · BMC Oral Health · doi:10.1186/s12903-025-06822-5 · Cited by 2
The Impact of Medical or Health-Related Internet Searches on Patient Compliance
Wilcox, S., Huzo, O., Minhas, A., Walters, N., Adada, J. E., Pennington, M., Roseme, L., Mohammed, D., Dusic, A., & Zeine, R. R. (2021) · Advances in media, entertainment and the arts (AMEA) book series · doi:10.4018/978-1-7998-8630-3.ch005 · Cited by 2
Masmoudi, M. H. (2021) · International Journal of Science Annals · doi:10.26697/ijsa.2021.2.4 · Cited by 2
Internet Derived Information Obstruction Treatment (IDIOT) Syndrome: A Breviloquent Review
Mohan, K. R., Fenn, S. M., & Thangavelu, R. P. (2022) · Cureus · doi:10.7759/cureus.27945 · Cited by 2
Müller, A., Baumann, E., & Dierks, M. (2022) · The International Encyclopedia of Health Communication · doi:10.1002/9781119678816.iehc0624 · Cited by 2
CYBERCHONDRIA: ROLE OF POTENTIAL RISK FACTORS
Batool, I., & Batool, H. (2022) · Khyber Medical University Journal · doi:10.35845/kmuj.2022.22920 · Cited by 1
Coping and Cyberchondria in a Pandemic: A Study on Young Adults
Sam, K., Jain, P., Arpitha, H., Raghuram, T., Jaikumar, A., Chakraborty, R., & Rajan, S. K. (2023) · Journal of Mental Health and Human Behaviour · doi:10.4103/jmhhb.jmhhb_225_22 · Cited by 1
Wu, Y., Dong, Y., Mou, Y., & Kim, K. J. (2025) · CHI Conference on Human Factors in Computing Systems · doi:10.1145/3706598.3713199 · Cited by 3
Öncü, H. N., Ege, G., Sucu, S. T., Öztürk, N., Hanedan, C., & Korkmaz, V. (2025) · Revista da Associação Médica Brasileira · doi:10.1590/1806-9282.20241692 · Cited by 1
Psoma, D. M., Ilia, S., Briassoulis, G. C., Barke, A., Doering, B. K., Xirorafa, A., & Notas, G. (2025) · Children · doi:10.3390/children12081049 · Cited by 1
İlkkılıç, K., & Evcen, R. (2025) · Journal of Clinical Medicine · doi:10.3390/jcm14196795 · Cited by 1
Cyberchondria and perceived stress: the mediating role of cognitive flexibility
Akat, M., Okur, S., Akbulut, Ö. F., Hamarta, E., & Satıcı, S. A. (2026) · Current Psychology · doi:10.1007/s12144-025-08975-6 · Cited by 1
The effects of health fatalism and cyberchondria on parents’ childhood vaccine hesitancy
Sarpdaği, Y., Yiğit, M. F., Aydın, M. A., Sir, D. K., Çiftçi, N., Sarpdaği, S., & Yildiz, M. (2026) · BMC Public Health · doi:10.1186/s12889-026-26317-4 · Cited by 1
Santoro, G., Bassi, G., Mancinelli, E., Montecalvo, M., Borghi, L., Franceschini, C., & Musetti, A. (2026) · Advances in Public Health · doi:10.1155/adph/6656071 · Cited by 1
Salem, N., Wazze, J. E., Jalloul, R., Kaddoura, H., Kaddoura, S., Mansour, A., Msheik, A., NASREDDINE, A. S., Zaiour, A., Zalzali, I., et al. (2026) · World Journal of Psychiatry · doi:10.5498/wjp.v16.i5.115088 · Cited by 1
AL-Olimat, K. A., Alqadi, R. A., Ahmed, L. A. E. H. A., Hamed, A. E. M., Hassan, G. S., Al-me’ani, M. A., Barakat, A. M., Attia, A. S., El-Sayed, B. K. M., & Ahmed, A. L. (2026) · BMC Nursing · doi:10.1186/s12912-026-04761-2 · Cited by 1
Bolukçu, F., Yucel, S., & Yücel, R. (2026) · BMC Psychology · doi:10.1186/s40359-026-04957-w · Cited by 1
Pleasure, Z. H., Pleasants, E., Danaux, J., Hassan, A., Scales, D. A., Gómez, A. M., & Kavanaugh, M. L. (2026) · Contraception · doi:10.1016/j.contraception.2026.111570 · Cited by 1
Cyberchondria severity in multiple sclerosis: the role of sociodemographic and clinical factors
Ertürk, F. A., Güven, B., Dinç, P. B., & Güven, H. (2026) · Multiple Sclerosis and Related Disorders · doi:10.1016/j.msard.2026.107427 · Cited by 1
Gündoğdu, S., Özgür, Ö., Kilavuz, A., & Tufan, İ. (2026) · JMIR Human Factors · doi:10.2196/83371 · Cited by 1
Cholicheh, K. S., Nafar, Z., & Ghalami, Z. (2022) · خانواده پژوهی · doi:10.52547/jfr.18.1.155 · Cited by 1
The Effect of Coronavirus Fear on Cyberchondria Level in Students Studying in the Field of Health
Belli, M. (2022) · Turkish Journal of Health Science and Life · doi:10.56150/tjhsl.1141931 · Cited by 1
Bordbar, F. T. (2024) · The Neuroscience Journal of Shefaye Khatam · doi:10.61186/shefa.12.2.31 · Cited by 1
From Cyberchondria to Temporomandibular Disorders: How Somatic Symptoms and Anxiety Bridge the Gap
Cao, Z., Sun, Y., Li, H., Lin, C., Wong, H. L., Ming, H., Wo, P., Wang, J., & Xiong, X. (2025) · Journal of Oral Rehabilitation · doi:10.1111/joor.14041 · Cited by 1
Health anxiety and death anxiety: The role of cyberchondria and social aspirations
Macovei, M., & Măirean, C. (2025) · Journal of Health Psychology · doi:10.1177/13591053251341191 · Cited by 1
The Relationship Between Preoperative Cyberchondria Levels and Death Anxiety of Liver Donors
Cіcі, R., Topdemіr, E. A., & Kapıkıran, G. (2025) · Nursing and Health Sciences · doi:10.1111/nhs.70179 · Cited by 1
Health Literacy and Cyberchondria
Ünal, A. T., Ekinci, Y., & Tarhan, N. (2021) · Advances in media, entertainment and the arts (AMEA) book series · doi:10.4018/978-1-7998-8630-3.ch015 · Cited by 1
Cyberchondria and Tendency of Repetitive Searching Nature on Exercise in Younger
Desai, M. P., & Suthar, N. (2023) · International Journal of Health Sciences and Research · doi:10.52403/ijhsr.20230707 · Cited by 1
Cyberchondria During the COVID-19 Pandemic
Chaudhury, S., & Dhamija, S. (2021) · Advances in media, entertainment and the arts (AMEA) book series · doi:10.4018/978-1-7998-8630-3.ch013
Kłosowska, J., Bajcar, E. A., Bieniek, H., Brączyk, J., Joshanloo, M., Mattarozzi, K., Bagnis, A., Pontén, M., Lalouni, M., Geers, A. L., et al. (2022) · doi:10.31234/osf.io/s5up3
Cyberchondrie – ein neues Verhaltenssyndrom?
Müller, A., Baumann, E., & Dierks, M. (2022) · PSYCH up2date · doi:10.1055/a-1726-5028
李, 慕. (2023) · Advances in Psychology · doi:10.12677/ap.2023.133108 · Cited by 1
Русскоязычная адаптация шкалы тяжести киберхондрии
Zolotareva, A. A. (2023) · Психология Журнал Высшей школы экономики · doi:10.17323/1813-8918-2023-2-177-190
Erkılıç, T. O., ERKILIÇ, A. O., & Bayraktar, B. (2024) · Gümüşhane Üniversitesi Sağlık Bilimleri Dergisi · doi:10.37989/gumussagbil.1370434
محمـــد, ف. ا. م. ز. (2024) · مجلة کلية التربية جامعة طنطا · doi:10.21608/mkmgt.2024.286249.1748
Jungmann, S. M., & Dessauer, E. (2024) · doi:10.2196/preprints.65792
Yang, M., Zheng, H., & Xu, J. (2024) · Lecture notes in computer science · doi:10.1007/978-981-96-0868-3_16
Xu, R. H. (2025) · Asian Journal of Social Health and Behavior · doi:10.4103/shb.shb_217_24
Evaluation Of the Readiness of Family Physicians In the Prevention of Cyberchondria
Parlakkılıç, A. (2025) · Disaster Medicine and Public Health Preparedness · doi:10.1017/dmp.2025.37
Şahan, H. F., Uslu-Şahan, F., & Şahin, B. (2025) · Journal of Clinical Psychology in Medical Settings · doi:10.1007/s10880-025-10071-7
Panzeri, A., Bottesi, G., Vieno, A., Spada, M. M., Ghisi, M., Fin, V., & Marino, C. (2025) · Research Square · doi:10.21203/rs.3.rs-7196510/v1
Cyberchondria in High-risk Pregnant Women: Its Relationship with Depression and Anxiety
Sönmez, T., Türk, R., & Yurt, E. (2025) · Salud Mental · doi:10.17711/sm.0185-3325.2025.025
Lintag, A. M., Santos, A., Sibal, S., Silverio, E. A., Garcia, V. M., Garcia, R. K., Santos, K. A., Vergara, J. Q., & Parungao, A. (2025) · Journal of interdisciplinary perspectives · doi:10.69569/jip.2025.639
Koleilat, N., Ghosson, A., Ghandour, A., Soufan, F., Kaddoura, H., Jounblat, M., Abd-Allah, S., & Shaarani, I. (2025) · Clinical eHealth · doi:10.1016/j.ceh.2025.10.004
Hallit, S., Rogoza, R., Abi Semaan, C., Azzi, V., Sawma, T., & Obeïd, S. (2024) · Figshare · doi:10.6084/m9.figshare.26612285
Dharshini, R., Sharma, M. K., Anand, N., & Srivastava, K. (2025) · Indian Journal of Psychiatry · doi:10.4103/indianjpsychiatry_561_24 · Cited by 1
The effect of cyberchondria in neurosurgical outpatient care: a cross-sectional study
Demirtaş, O. K., & Elbir, Ç. (2025) · Pamukkale Medical Journal · doi:10.31362/patd.1748720
Development of the cyberchondria severity scale in pregnancy (CSS-P)
Özer, E., & Güvenç, G. (2026) · BMC Pregnancy and Childbirth · doi:10.1186/s12884-026-08833-8
Öncü, H. N., Ege, G., Öztürk, N., Hanedan, C., & Korkmaz, V. (2026) · Medical Journal of Western Black Sea · doi:10.29058/mjwbs.1801109
Wang, H., Zheng, B., Chen, Z., Wang, Y., & Chen, J. (2026) · Cyberpsychology Behavior and Social Networking · doi:10.1177/21522715261449052
Aslan, R., & Yigit, B. A. (2026) · Acibadem Universitesi Saglik Bilimleri Dergisi · doi:10.31067/acusaglik.1905353
AI Reassurance-Seeking, Cyberchondria and Intolerance of Uncertainty in Young Adults
Singh, K., & Pandey, N. (2026) · INTERNATIONAL JOURNAL OF PROFESSIONAL STUDIES · doi:10.37648/ijps.v21i01.016
Ceren, O., Sevde, A. K. S. U., & Taşkın, M. İ. (2026) · Research Square · doi:10.21203/rs.3.rs-9396300/v1
Catone, M., Sansone, V., & Polla, G. D. (2026) · Children · doi:10.3390/children13060736
The Relationship Between Cyberchondria, Healthy Lifestyle Awareness, and Health Literacy in Adults
Altay, D. U., & Değirmenci, D. M. (2026) · İzmir Katip Çelebi Üniversitesi Sağlık Bilimleri Fakültesi Dergisi · doi:10.61399/ikcusbfd.1753606
Determining the relationship between breast cancer fear in women and levels of cyberchondria
Kıskaç, N., Özerdem, M., Karahan, R., Orhan, D., & Kıskaç, M. (2026) · Revista da Associação Médica Brasileira · doi:10.1590/1806-9282.20251804
Zhang, X., Yang, X., Ba, L., & Chen, R. (2026) · Journal of Technology in Behavioral Science · doi:10.1007/s41347-026-00673-9
Tapan, M. G., Katmer, A. N., DEMİREL, A. C., & Aka, M. (2026) · Current Psychology · doi:10.1007/s12144-026-09764-5
Health Anxiety and Health Behaviors by eHealth Literacy in Older Adults
Fatah, N. K. A. E., El-Ashry, A. M., Khalil, M. I. M., Tawfik, A. F., & Ibrahim, A. M. A. (2026) · Nursing Research · doi:10.1097/nnr.0000000000000927
Cyberchondria in Migraine: The Role of Disease Burden and Medication Overuse
Kızılkılıç, E. K., & Karahoca, M. (2026) · European Journal of Pain · doi:10.1002/ejp.70336
Jz, Y., Wang, X., Fang, Y., He, H., Li, M., & Zhang, N. (2026) · Frontiers in Public Health · doi:10.3389/fpubh.2026.1899742
Liu, Y., Hu, X., & Yang, Z. (2026) · Behavioral Sciences · doi:10.3390/bs16081359
The Development of Cyberchondria Amid the Pandemic: An Autoregressive Cross-Lagged Model
Kim, H. K., Zheng, H., & Chen, M. (2026) · Health Communication · doi:10.1080/10410236.2026.2720129
Timurkaan, E. S., Timurkaan, M., & Yıldız, S. (2026) · Medicina · doi:10.3390/medicina62091621
Suryawanshi, A. A., Garcha, V. P., Shetty, V. B., Ambildhok, K. A., Vinay, V., Lavekar, P. A., & Shaikh, S. S. A. (2026) · World Journal of Dentistry · doi:10.5005/jp-journals-10015-2936
Yurtseven, C. N., & Canbaz, M. (2026) · Healthcare · doi:10.3390/healthcare14172862
Terzi̇, B., Tuzcu, A., & Azizoğlu, F. (2026) · Archives of Psychiatric Nursing · doi:10.1016/j.apnu.2026.152241
Almegewly, W. H., Almalki, M. S., Alanazi, L. M., Alsaud, W. K., Alshammari, S. S., Alfraig, R. F., Alotaibi, G. T., Alqarni, D. Y., Arishi, B. A., Alshahrani, N. S., et al. (2026) · Healthcare · doi:10.3390/healthcare14193185
Erkılıç, T. O., Bayraktar, B., & Taşci, S. Ç. (2026) · Behavioral Sciences · doi:10.3390/bs16101759
Özgür, A. E., Kasım, İ., & Uğraş, E. (2026) · Eurasian Journal of Family Medicine · doi:10.33880/ejfm.2026150309
Jaideep Rao, M., Sridhar, D., & Kiranmai, B. (2026) · National Journal of Medical Research · doi:10.55489/njmr.160420261370
Cyberchondria and Factors Associated With Ortorexia Nervosa SymptomsPreprint
YAVUZ, S. Ç., & Ertuğrul, B. (2026) · Research Square · doi:10.21203/rs.3.rs-11149034/v1
faridi, A. (2026) · Research Square · doi:10.21203/rs.3.rs-11192083/v1
Srivastava, H., Naganandini, S., Chhabra, K. G., Chaudhary, P., Srivastava, N., Dangi, S., & Reche, A. (2026) · Tobacco Use Insights · doi:10.1177/1179173x261477254
Bulduk, B., Bulduk, M., Can, V., ÜREN, Y., & Atan, G. (2026) · Journal of Pediatric Nursing · doi:10.1016/j.pedn.2026.10.028
Metadata
- Authors
- McElroy, E., Kearney, M., Touhey, J., Evans, J., Cooke, Y., & Shevlin, M.
- Affiliations
- University of Liverpool (GB)
- University of Ulster (GB)
- Corresponding author
- McElroy, Eoin
- Venue
- Cyberpsychology Behavior and Social Networking
- Publisher
- SAGE Publications
- Published
- 2019-05
- Volume
- 22
- Issue
- 5
- Pages
- 330-335
- ISSN
- 2152-2715 (ISSN-L)
- 2152-2723
- OpenAlex
- W2941943387
- Cited by
- 179
- References
- 41
- Citations by year
- 2026: 39 · 2025: 35 · 2024: 27 · 2023: 22 · 2022: 32 · 2021: 13 · 2020: 10 · 2019: 1
- FWCI
- 19.08
- Type
- journal article
- Language
- en
- Open access
- green
- pure.ulster.ac.uk
- Locations
- Cyberpsychology Behavior and Social Networking (publishedVersion)
- PubMed (publishedVersion)
- Ulster University Research Portal (Ulster University) (publishedVersion, other-oa)
- UCL Discovery (University College London) (submittedVersion)
- Topics
- Health Sciences › Health Professions › General Health Professions › Health Literacy and Information Accessibility
- Social Sciences › Psychology › Experimental and Cognitive Psychology › Anxiety, Depression, Psychometrics, Treatment, Cognitive Processes
- Social Sciences › Psychology › Clinical Psychology › COVID-19 and Mental Health
- Keywords
- cyberchondria, Cyberchondria Severity Scale, short-form scale development, online health information seeking, health anxiety, bifactor model, construct validity, Short Health Anxiety Inventory, generalized anxiety disorder
- MeSH terms
- Anxiety, Factor Analysis, Statistical, Female, Humans, Hypochondriasis, Male, Psychiatric Status Rating Scales, Psychometrics, Surveys and Questionnaires, Students, Universities, Reproducibility of Results, Internet, Young Adult, Self Report, Diagnostic Self Evaluation
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review