Cyberchondria: Overlap with health anxiety and unique relations with impairment, quality of life, and service utilization
Open accessAbstract
Cyberchondria refers to a clinical phenomenon in which repeated Internet searches regarding medical information result in excessive concerns about physical health. Cyberchondria is positively associated with symptoms of health anxiety, though it remains unclear as to whether cyberchondria poses a unique public burden. The current study replicated previous findings regarding the relationship between cyberchondria and health anxiety, and extended those findings to examine the extent to which health anxiety and cyberchondria may be differentially associated with public health outcomes, including impairment, quality of life, and service utilization. Community participants (N = 462) recruited via online crowdsourcing completed a battery of self-report questionnaires assessing cyberchondria, health anxiety, and measures of public health outcomes, including the WHOQOL and SDS. Bifactor latent variable modeling indicated that cyberchondria was closely related to, yet importantly distinct from, health anxiety. Moreover, when accounting for overlap with health anxiety, cyberchondria was associated with increased functional impairment and healthcare utilization. Results provide further support for the identification of cyberchondria as a distinct set of clinical symptoms that may pose a significant public health burden. Future research should determine ways in which to treat and/or prevent symptoms.
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
The CSS subscale reassurance showed a stronger association with the use of physical health care (β=.70) than with mental health care (β=.50) over the past 60 days.
“Using structural equation modeling, the CSS subscale reassurance showed a stronger association with the use of physical health care (β=.70) than with mental health care (β=.50) over the past 60 days [64].”
From Conceptualizations of cyberchondria and relations to the anxiety spectrum: Systematic review and meta-analysis (2021) · cites this paper as [64]
When accounting for HA, CSS was not associated with decreased quality of life.
“Interestingly, when accounting for HA, CSS was not associated with decreased quality of life, which was operationalized as one’s overall level of contentment and satisfaction regarding 4 domains: physical and psychological health, social relationships, and environment (World Health Organization Quality of Life Assessment [95]).”
From Conceptualizations of cyberchondria and relations to the anxiety spectrum: Systematic review and meta-analysis (2021) · cites this paper as [64]
The CSS subscale excessiveness was negatively associated with mental health care use (β=-.49; P<.001), indicating that individuals who repeatedly engage in health-related internet use report less use of mental health care.
“In addition, the subscale excessiveness was negatively associated with mental health care use (β=–.49; P<.001), indicating that individuals who repeatedly engage in health-related internet use report less use of mental health care.”
From Conceptualizations of cyberchondria and relations to the anxiety spectrum: Systematic review and meta-analysis (2021) · cites this paper as [64]
Cyberchondria was strongly associated with greater functional impairment even when controlling for the effects of HA.
“In line with this, it was found that cyberchondria was strongly associated with greater functional impairment even when controlling for the effects of HA (operationalized by the SHAI [68]) [64].”
From Conceptualizations of cyberchondria and relations to the anxiety spectrum: Systematic review and meta-analysis (2021) · cites this paper as [64]
Cyberchondria is associated with health anxiety.
“Cyberchondria and intolerance of uncertainty have been shown to be associated with health anxiety [3, 7-10, 19, 21, 22, 34]”
From What are the Implications of Excessive Internet Searches for Medical Information by Orthopaedic Patients? (2019) · cites this paper as [19]
Cyberchondria is closely linked to health anxiety.
“This finding builds on previous work reporting that cyberchondria is closely linked to health anxiety [3, 7-9, 19, 21, 22]”
From What are the Implications of Excessive Internet Searches for Medical Information by Orthopaedic Patients? (2019) · cites this paper as [19]
Intolerance of uncertainty is associated with health anxiety.
“Cyberchondria and intolerance of uncertainty have been shown to be associated with health anxiety [3, 7-10, 19, 21, 22, 34]”
From What are the Implications of Excessive Internet Searches for Medical Information by Orthopaedic Patients? (2019) · cites this paper as [19]
The Introduction says cyberchondria is associated with health anxiety and, separately, with intolerance of uncertainty even when controlling for health anxiety. Neither that passage nor the Discussion establishes whether intolerance of uncertainty itself is associated with health anxiety; searches for that relationship found no direct result in our copy. Page numbers were not provided. (LLM, conf=0.75)
Experimental — accuracy not yet measured
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
Cites
Hu, L., & Bentler, P. M. (1999) · Structural Equation Modeling A Multidisciplinary Journal · doi:10.1080/10705519909540118 · Cited by 108,788 · see citing works
Alternative Ways of Assessing Model Fit
Browne, M. W., & Cudeck, R. (1992) · Sociological Methods & Research · doi:10.1177/0049124192021002005 · Cited by 27,200 · see citing works
Power analysis and determination of sample size for covariance structure modeling.
MacCallum, R. C., Browne, M. W., & Sugawara, H. M. (1996) · Psychological Methods · doi:10.1037/1082-989x.1.2.130 · Cited by 10,418 · see citing works
Amazon's Mechanical Turk: A New Source of Inexpensive, Yet High-Quality, Data?
Buhrmester, M., Kwang, T., & Gosling, S. D. (2011) · Perspectives on Psychological Science · doi:10.1177/1745691610393980 · Cited by 9,996 · see citing works
Inside the Turk: Understanding Mechanical Turk as a Participant Pool
Paolacci, G., & Chandler, J. (2014) · Current Directions in Psychological Science · doi:10.1177/0963721414531598 · Cited by 2,136 · see citing works
The Rediscovery of Bifactor Measurement Models
Reise, S. P. (2012) · Multivariate Behavioral Research · doi:10.1080/00273171.2012.715555 · Cited by 2,112 · see citing works
SALKOVSKIS, P. M., RIMES, K. A., WARWICK, H. M. C., & CLARK, D. M. (2002) · Psychological Medicine · doi:10.1017/s0033291702005822 · Cited by 1,351 · see citing works
Angeles, L. (2002) · Cited by 1,182 · see citing works
Reise, S. P., Scheines, R., Widaman, K. F., & Haviland, M. G. (2013) · Educational and Psychological Measurement · doi:10.1177/0013164412449831 · Cited by 766 · see citing works
Cyberchondria: towards a better understanding of excessive health-related internet use
Starcevic, V., & Berle, D. (2013) · Expert Review of Neurotherapeutics · doi:10.1586/ern.12.162 · Cited by 541 · see citing works
Alpha, Dimension-Free, and Model-Based Internal Consistency Reliability
Bentler, P. M. (2008) · Psychometrika · doi:10.1007/s11336-008-9100-1 · Cited by 404 · see citing works
The development and initial validation of the cyberchondria severity scale (CSS)
McElroy, E., & Shevlin, M. (2014) · Journal of Anxiety Disorders · doi:10.1016/j.janxdis.2013.12.007 · Cited by 383 · see citing works
Effects of internet use on health and depression: a longitudinal study
Bessière, K., Pressman, S., Kiesler, S., & Kraut, R. (2010) · Journal of Medical Internet Research · doi:10.2196/jmir.1149 · Cited by 270 · see citing works
The Role of Health Anxiety in Online Health Information Search
Baumgartner, S. E., & Hartmann, T. (2011) · Cyberpsychology, Behavior, and Social Networking · doi:10.1089/cyber.2010.0425 · Cited by 264 · see citing works
(2004) · Cited by 261 · see citing works
Cyberchondria: parsing health anxiety from online behavior
Doherty-Torstrick, E. R., Walton, K. E., & Fallon, B. A. (2016) · Psychosomatics · doi:10.1016/j.psym.2016.02.002 · Cited by 237 · see citing works
Moshagen, M. (2012) · Structural Equation Modeling A Multidisciplinary Journal · doi:10.1080/10705511.2012.634724 · Cited by 220 · see citing works
The Cyberchondria Severity Scale (CSS): German Validation and Development of a Short Form
Barke, A., Bleichhardt, G., Rief, W., & Doering, B. K. (2016) · International Journal of Behavioral Medicine · doi:10.1007/s12529-016-9549-8 · Cited by 177 · see citing works
Fergus, T. A. (2013) · Cyberpsychology Behavior and Social Networking · doi:10.1089/cyber.2012.0671 · Cited by 174 · see citing works
te Poel, F., Baumgartner, S. E., Hartmann, T., & Tanis, M. (2016) · Journal of Anxiety Disorders · doi:10.1016/j.janxdis.2016.07.009 · Cited by 172 · see citing works
Fergus, T. A. (2014) · Journal of Anxiety Disorders · doi:10.1016/j.janxdis.2014.05.006 · Cited by 159 · see citing works
Internet use and the logics of personal empowerment in health
Lemire, M., Sicotte, C., & Paré, G. (2008) · Health Policy · doi:10.1016/j.healthpol.2008.03.006 · Cited by 140 · see citing works
Anxiety sensitivity and intolerance of uncertainty as potential risk factors for cyberchondria
Norr, A. M., Albanese, B. J., Oglesby, M. E., Allan, N. P., & Schmidt, N. B. (2015) · Journal of Affective Disorders · doi:10.1016/j.jad.2014.11.023 · Cited by 138 · see citing works
Self-citationThere is a place for approximate fit in structural equation modelling
Mulaik, S. A. (2007) · Personality and Individual Differences · doi:10.1016/j.paid.2006.10.024 · Cited by 120 · see citing works
Fergus, T. A., & Russell, L. H. (2016) · Journal of Anxiety Disorders · doi:10.1016/j.janxdis.2016.01.009 · Cited by 116 · see citing works
Salkovskis, P. M., & Warwick, H. M. C. (2001) · Hypochondriasis Modern Perspectives on an Ancient Malady · doi:10.1093/oso/9780195126761.003.0009 · Cited by 105 · see citing works
Experiences with web search on medical concerns and self diagnosis.
(2009) · PubMed Central · Cited by 99 · see citing works
Norr, A. M., Allan, N. P., Boffa, J. W., Raines, A. M., & Schmidt, N. B. (2015) · Journal of Anxiety Disorders · doi:10.1016/j.janxdis.2015.02.001 · Cited by 92 · see citing works
Self-citationFergus, T. A. (2015) · Journal of Affective Disorders · doi:10.1016/j.jad.2015.06.017 · Cited by 90 · see citing works
Singh, K., & Brown, R. J. (2016) · Journal of Health Psychology · doi:10.1177/1359105315569620 · Cited by 78 · see citing works
Relationships between cyberchondria and obsessive-compulsive symptom dimensions
Norr, A. M., Oglesby, M. E., Raines, A. M., Macatee, R. J., Allan, N. P., & Schmidt, N. B. (2015) · Psychiatry Research · doi:10.1016/j.psychres.2015.09.034 · Cited by 78 · see citing works
Self-citationMedical information seeking: Impact on risk for anxiety psychopathology
Norr, A. M., Capron, D. W., & Schmidt, N. B. (2014) · Journal of Behavior Therapy and Experimental Psychiatry · doi:10.1016/j.jbtep.2014.04.003 · Cited by 70 · see citing works
Self-citationHealth anxiety: Comparison of the latent structure in medical and non-medical samples
Alberts, N. M., Sharpe, D., Kehler, M. D., & Hadjistavropoulos, H. D. (2011) · Journal of Anxiety Disorders · doi:10.1016/j.janxdis.2011.01.011 · Cited by 70 · see citing works
Chavarria, J., Allan, N. P., Moltisanti, A. J., & Taylor, J. E. (2015) · Drug and Alcohol Dependence · doi:10.1016/j.drugalcdep.2015.04.027 · Cited by 56 · see citing works
Self-citationThe presentation of health-related search results and its impact on negative emotional outcomes
Lauckner, C., & Hsieh, G. (2013) · CHI Conference on Human Factors in Computing Systems · doi:10.1145/2470654.2470702 · Cited by 48 · see citing works
White, R. W., & Horvitz, E. (2010) · PubMed Central · Cited by 35 · see citing works
Hoarding and eating pathology: the mediating role of emotion regulation
Raines, A. M., Boffa, J. W., Allan, N. P., Short, N. A., & Schmidt, N. B. (2015) · Comprehensive Psychiatry · doi:10.1016/j.comppsych.2014.11.005 · Cited by 35 · see citing works
Hypochondriasis: Modern Perspectives on an Ancient Malady
Wise, T. N. (2002) · American Journal of Psychiatry · doi:10.1176/appi.ajp.159.8.1444-a · Cited by 20 · see citing works
Flagged first, then by citations
Research works printed but not linked: 1
- [14]14. Gorsuch RL, 1983. Factor Analysis, 2nd Edition. L. Erlbaum Associates, Hillsdale.
Cited by
Sorted by citations
McMullan, R. D., Berle, D., Arnáez, S., & Starcevic, V. (2019) · Journal of Affective Disorders · doi:10.1016/j.jad.2018.11.037 · Cited by 436 · see citing works
Yeung, A., Ng, E., & Abi-Jaoude, E. (2022) · The Canadian Journal of Psychiatry · doi:10.1177/07067437221082854 · Cited by 355 · see citing works
Vismara, M., Caricasole, V., Starcevic, V., Cinosi, E., Dell'Osso, B., Martinotti, G., & Fineberg, N. A. (2020) · Comprehensive Psychiatry · doi:10.1016/j.comppsych.2020.152167 · Cited by 224 · see citing works
“In a further study, Mathes and colleagues used the CSS to investigate the association between CYB and health anxiety and the relationship with impairment, quality of life, and service utilization in a sample of 462 community participants recruited via online crowdsourcing [21].”
BackgroundMethodInfluentialThe CSS-12: development and validation of a short-form version of the cyberchondria severity scale
McElroy, E., Kearney, M., Touhey, J., Evans, J., Cooke, Y., & Shevlin, M. (2019) · Cyberpsychology Behavior and Social Networking · doi:10.1089/cyber.2018.0624 · Cited by 179 · see citing works
Online health research and health anxiety: A systematic review and conceptual integration.
Brown, R. J., Skelly, N., & Chew-Graham, C. A. (2020) · Clinical Psychology: Science and Practice · doi:10.1111/cpsp.12299 · Cited by 140 · see citing works
Cyberchondria and its Relationships with Related Constructs: a Network Analysis
Starcevic, V., Baggio, S., Berle, D., Khazaal, Y., & Viswasam, K. (2019) · Psychiatric Quarterly · doi:10.1007/s11126-019-09640-5 · Cited by 135 · see citing works
Bajcar, B., & Babiak, J. (2021) · Current Psychology · doi:10.1007/s12144-019-00216-x · Cited by 109 · see citing works
The impact of internet-delivered cognitive behavioural therapy for health anxiety on cyberchondria
Newby, J. M., & McElroy, E. (2020) · Journal of Anxiety Disorders · doi:10.1016/j.janxdis.2019.102150 · Cited by 79 · see citing works
Schenkel, S. K., Jungmann, S. M., Gropalis, M., & Witthöft, M. (2021) · Journal of Medical Internet Research · doi:10.2196/27835 · Cited by 87 · see citing works
“Quality ratings are provided in Multimedia Appendix 6 [16,21,22,25,31,39,40,63,64].”
BackgroundFergus, T. A., & Spada, M. M. (2018) · Journal of Anxiety Disorders · doi:10.1016/j.janxdis.2018.09.003 · Cited by 80 · see citing works
Zheng, H., Chen, X., Jiang, S., & Sun, L. (2023) · Information Processing & Management · doi:10.1016/j.ipm.2023.103364 · Cited by 78 · see citing works
Blackburn, J., Fischerauer, S. F., Talaei-Khoei, M., Chen, N. C., Oh, L. S., & Vranceanu, A.-M. (2019) · Clinical Orthopaedics & Related Research · doi:10.1097/corr.0000000000000888 · Cited by 42 · see citing works
The role of pain catastrophizing in cyberchondria among emerging adults
Gibler, R. C., Jastrowski Mano, K. E., O’Bryan, E. M., Beadel, J. R., & McLeish, A. C. (2019) · Psychology, Health & Medicine · doi:10.1080/13548506.2019.1605087 · Cited by 39 · see citing works
- Authors
- Mathes, B. M., Norr, A. M., Allan, N. P., Albanese, B. J., & Schmidt, N. B.
- Affiliations
- Florida State University (US)
- VA Puget Sound Health Care System (US)
- Ohio University (US)
- Corresponding author
- Schmidt, Norman B.
- Venue
- Psychiatry Research
- Publisher
- Elsevier BV
- Published
- 2018-03
- Volume
- 261
- Pages
- 204-211
- ISSN
- 0165-1781 (ISSN-L)
- OpenAlex
- W2781543247
- Semantic Scholar
- cf6569cdea035d9574c31246335fb8a1ae264174
- Cited by
- 209
- References
- 38
- Citations by year
- 2026: 28 · 2025: 36 · 2024: 27 · 2023: 29 · 2022: 30 · 2021: 20 · 2020: 25 · 2019: 10 · 2018: 4
- FWCI
- 22.52
- Type
- journal article
- Language
- en
- Open access
- Locations
- Psychiatry Research (publishedVersion)
- PubMed Central (publishedVersion)
- PubMed (publishedVersion)
- Funders
- National Institute of Mental Health (T32MH093311)
- Topics
- Health Sciences › Health Professions › General Health Professions › Health Literacy and Information Accessibility
- Health Sciences › Medicine › Psychiatry and Mental health › Psychosomatic Disorders and Their Treatments
- Social Sciences › Psychology › Clinical Psychology › COVID-19 and Mental Health
- Keywords
- cyberchondria, health anxiety, functional disability, quality of life, health care utilization, public health burden, online health information seeking
- MeSH terms
- Adult, Anxiety, Female, Humans, Hypochondriasis, Male, Middle Aged, Patient Acceptance of Health Care, Quality of Life, Internet, Consumer Health Information, Information Seeking Behavior, Self Report
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