Skip to main content
Erschienen in: Psychiatric Quarterly 3/2019

16.05.2019 | Original Paper

Cyberchondria and its Relationships with Related Constructs: a Network Analysis

verfasst von: Vladan Starcevic, Stéphanie Baggio, David Berle, Yasser Khazaal, Kirupamani Viswasam

Erschienen in: Psychiatric Quarterly | Ausgabe 3/2019

Einloggen, um Zugang zu erhalten

Abstract

Cyberchondria denotes repeated online searches for health information that are associated with increasing levels of health anxiety. The aims of this study were to apply network analysis to investigate the extent to which cyberchondria is a distinct construct, ascertain which of the related constructs have the strongest relationships with cyberchondria and investigate whether some of the symptoms of cyberchondria are more central to the construct of cyberchondria. Questionnaires assessing the severity of cyberchondria, health anxiety, obsessive-compulsive disorder symptoms, intolerance of uncertainty, problematic Internet use, anxiety, depression and somatic symptoms were administered to 751 participants who searched for health information online during a previous 3-month period and were recruited from an online crowdsourcing platform. Network analyses were used to compute the networks, perform community detection tests and calculate centrality indices. Results suggest that cyberchondria is a relatively specific syndrome-like construct, distinct from all related constructs and consisting of interrelated symptoms. It has the strongest relationships with problematic Internet use and health anxiety. No symptom of cyberchondria emerged clearly as more central to the construct of cyberchondria. Future research should aim to deepen our understanding of cyberchondria and its links with psychopathology, especially its close relationship with problematic Internet use.
Literatur
4.
Zurück zum Zitat Starcevic V. Cyberchondria: challenges of problematic online searches for health-related information. Psychother Psychosom. 2017;86(3):129–33.PubMedCrossRef Starcevic V. Cyberchondria: challenges of problematic online searches for health-related information. Psychother Psychosom. 2017;86(3):129–33.PubMedCrossRef
5.
Zurück zum Zitat McElroy E, Shevlin M. The development and initial validation of the Cyberchondria severity scale (CSS). J Anxiety Disord. 2014;28(2):259–65.PubMedCrossRef McElroy E, Shevlin M. The development and initial validation of the Cyberchondria severity scale (CSS). J Anxiety Disord. 2014;28(2):259–65.PubMedCrossRef
6.
Zurück zum Zitat Mathes BM, Norr AM, Allan NP, Albanese BJ, Schmidt NB. Cyberchondria: overlap with health anxiety and unique relations with impairment, quality of life, and service utilization. Psychiatry Res. 2018;261:204–11.PubMedCrossRef Mathes BM, Norr AM, Allan NP, Albanese BJ, Schmidt NB. Cyberchondria: overlap with health anxiety and unique relations with impairment, quality of life, and service utilization. Psychiatry Res. 2018;261:204–11.PubMedCrossRef
7.
Zurück zum Zitat Fergus TA. The Cyberchondria severity scale (CSS): an examination of structure and relations with health anxiety in a community sample. J Anxiety Disord. 2014;28(6):504–10.PubMedCrossRef Fergus TA. The Cyberchondria severity scale (CSS): an examination of structure and relations with health anxiety in a community sample. J Anxiety Disord. 2014;28(6):504–10.PubMedCrossRef
8.
Zurück zum Zitat Fergus TA. Anxiety sensitivity and intolerance of uncertainty as potential risk factors for cyberchondria: a replication and extension examining dimensions of each construct. J Affect Disord. 2015;184:305–9.PubMedCrossRef Fergus TA. Anxiety sensitivity and intolerance of uncertainty as potential risk factors for cyberchondria: a replication and extension examining dimensions of each construct. J Affect Disord. 2015;184:305–9.PubMedCrossRef
9.
Zurück zum Zitat Norr A, Albanese B, Oglesby M, Allan N, Schmidt N. Anxiety sensitivity and intolerance of uncertainty as potential risk factors for cyberchondria. J Affect Disord. 2015;174:64–9.PubMedCrossRef Norr A, Albanese B, Oglesby M, Allan N, Schmidt N. Anxiety sensitivity and intolerance of uncertainty as potential risk factors for cyberchondria. J Affect Disord. 2015;174:64–9.PubMedCrossRef
10.
Zurück zum Zitat Norr A, Oglesby M, Raines A, Macatee R, Allan N, Schmidt NB. Relationships between cyberchondria and obsessive-compulsive symptom dimensions. Psychiatry Res. 2015;230(2):441–6.PubMedCrossRef Norr A, Oglesby M, Raines A, Macatee R, Allan N, Schmidt NB. Relationships between cyberchondria and obsessive-compulsive symptom dimensions. Psychiatry Res. 2015;230(2):441–6.PubMedCrossRef
11.
Zurück zum Zitat Barke A, Bleichhardt G, Rief W, Doering BK. The Cyberchondria severity scale (CSS): German validation and development of a short form. Int J Behav Med. 2016;23(5):595–605.PubMedCrossRef Barke A, Bleichhardt G, Rief W, Doering BK. The Cyberchondria severity scale (CSS): German validation and development of a short form. Int J Behav Med. 2016;23(5):595–605.PubMedCrossRef
12.
Zurück zum Zitat Fergus TA, Russell L. Does cyberchondria overlap with health anxiety and obsessive-compulsive symptoms? An examination of latent structure and scale interrelations. J Anxiety Disord. 2016;38:88–94.PubMedCrossRef Fergus TA, Russell L. Does cyberchondria overlap with health anxiety and obsessive-compulsive symptoms? An examination of latent structure and scale interrelations. J Anxiety Disord. 2016;38:88–94.PubMedCrossRef
13.
Zurück zum Zitat Fergus TA, Spada M. Cyberchondria: examining relations with problematic internet use and metacognitive beliefs. Clin Psychol Psychother. 2017;24(6):1322–30.PubMedCrossRef Fergus TA, Spada M. Cyberchondria: examining relations with problematic internet use and metacognitive beliefs. Clin Psychol Psychother. 2017;24(6):1322–30.PubMedCrossRef
14.
Zurück zum Zitat Bajcar B, Babiak J, Olchowska-Kotala A. Cyberchondria and its measurement. The polish adaptation and psychometric properties of Cyberchondria severity scale CSS-PL. Polish Psychiatry. (in press). Bajcar B, Babiak J, Olchowska-Kotala A. Cyberchondria and its measurement. The polish adaptation and psychometric properties of Cyberchondria severity scale CSS-PL. Polish Psychiatry. (in press).
15.
Zurück zum Zitat Keller GL, Padala PR, Petty F. Clinical pearls to manage cyberchondriacs. Prim Care Compan J Clin Psychiatry. 2008;10:75–6.CrossRef Keller GL, Padala PR, Petty F. Clinical pearls to manage cyberchondriacs. Prim Care Compan J Clin Psychiatry. 2008;10:75–6.CrossRef
16.
Zurück zum Zitat Selvi Y, Turan SG, Sayin AA, Boysan M, Kandeger A. The Cyberchondria severity scale (CSS): validity and reliability study of the Turkish version. Sleep Hypn. 2018;20(4):241–6.CrossRef Selvi Y, Turan SG, Sayin AA, Boysan M, Kandeger A. The Cyberchondria severity scale (CSS): validity and reliability study of the Turkish version. Sleep Hypn. 2018;20(4):241–6.CrossRef
17.
Zurück zum Zitat Starcevic V, Berle D. Cyberchondria: towards a better understanding of excessive health-related internet use. Exp Rev Neurotherap. 2013;13(2):205–13.CrossRef Starcevic V, Berle D. Cyberchondria: towards a better understanding of excessive health-related internet use. Exp Rev Neurotherap. 2013;13(2):205–13.CrossRef
18.
Zurück zum Zitat Fergus TA. Cyberchondria and intolerance of uncertainty: examining when individuals experience health anxiety in response to internet searches for medical information. Cyberpsychol Behav Soc Network. 2013;16(10):735–9.CrossRef Fergus TA. Cyberchondria and intolerance of uncertainty: examining when individuals experience health anxiety in response to internet searches for medical information. Cyberpsychol Behav Soc Network. 2013;16(10):735–9.CrossRef
19.
Zurück zum Zitat Singh K, Brown RJ. Health-related internet habits and health anxiety in university students. Anxiety Stress Coping. 2014;27(5):542–54.PubMedCrossRef Singh K, Brown RJ. Health-related internet habits and health anxiety in university students. Anxiety Stress Coping. 2014;27(5):542–54.PubMedCrossRef
20.
Zurück zum Zitat Fergus TA, Dolan SL. Problematic internet use and internet searches for medical information: the role of health anxiety. Cyberpsychol Behav Soc Network. 2014;17(12):761–5.CrossRef Fergus TA, Dolan SL. Problematic internet use and internet searches for medical information: the role of health anxiety. Cyberpsychol Behav Soc Network. 2014;17(12):761–5.CrossRef
21.
Zurück zum Zitat Eastin MS, Guinsler NM. Worried and wired: effects of health anxiety on information-seeking and health care utilization behaviors. Cyberpsychol Behav. 2006;9(4):494–8.PubMedCrossRef Eastin MS, Guinsler NM. Worried and wired: effects of health anxiety on information-seeking and health care utilization behaviors. Cyberpsychol Behav. 2006;9(4):494–8.PubMedCrossRef
22.
Zurück zum Zitat Baumgartner SE, Hartmann T. The role of health anxiety in online health information search. Cyberpsychol Behav Soc Network. 2011;14(10):613–8.CrossRef Baumgartner SE, Hartmann T. The role of health anxiety in online health information search. Cyberpsychol Behav Soc Network. 2011;14(10):613–8.CrossRef
23.
Zurück zum Zitat Muse K, McManus F, Leung C, Meghreblian B, Williams JM. Cyberchondriasis: fact or fiction? A preliminary examination of the relationship between health anxiety and searching for health information on the internet. J Anxiety Disord. 2012;26(1):189–96.PubMedCrossRef Muse K, McManus F, Leung C, Meghreblian B, Williams JM. Cyberchondriasis: fact or fiction? A preliminary examination of the relationship between health anxiety and searching for health information on the internet. J Anxiety Disord. 2012;26(1):189–96.PubMedCrossRef
24.
Zurück zum Zitat Nuijten MB, Deserno MK, Cramer AOJ, Borsboom D. Mental disorders as complex networks: an introduction and overview of a network approach to psychopathology. Clin Neuropsychiatry. 2016;13(4–5):68–76. Nuijten MB, Deserno MK, Cramer AOJ, Borsboom D. Mental disorders as complex networks: an introduction and overview of a network approach to psychopathology. Clin Neuropsychiatry. 2016;13(4–5):68–76.
26.
Zurück zum Zitat Guyon H, Falissard B, Kop J-L. Modeling psychological attributes in psychology – an epistemological discussion: network analysis vs. latent variables. Front Psychol. 2017;8:798.PubMedPubMedCentralCrossRef Guyon H, Falissard B, Kop J-L. Modeling psychological attributes in psychology – an epistemological discussion: network analysis vs. latent variables. Front Psychol. 2017;8:798.PubMedPubMedCentralCrossRef
27.
Zurück zum Zitat Fried EI, van Borkulo CD, Cramer AO, Boschloo L, Schoevers RA, Borsboom D. Mental disorders as networks of problems: a review of recent insights. Soc Psychiatry Psychiatr Epidemiol. 2017;52(1):1–10.PubMedCrossRef Fried EI, van Borkulo CD, Cramer AO, Boschloo L, Schoevers RA, Borsboom D. Mental disorders as networks of problems: a review of recent insights. Soc Psychiatry Psychiatr Epidemiol. 2017;52(1):1–10.PubMedCrossRef
28.
Zurück zum Zitat Cramer AOJ, Waldorp LJ, van der Maas HLJ, Borsboom D. Comorbidity: a network perspective. Behav Brain Sci. 2010;33(2–3):137–50.PubMedCrossRef Cramer AOJ, Waldorp LJ, van der Maas HLJ, Borsboom D. Comorbidity: a network perspective. Behav Brain Sci. 2010;33(2–3):137–50.PubMedCrossRef
29.
Zurück zum Zitat Baggio S, Starcevic V, Studer J, Simon O, Gainsbury SM, Gmel G, et al. Technology-mediated addictive behaviors constitute a spectrum of related yet distinct conditions: a network perspective. Psychol Addict Behav. 2018;32(5):564–72.PubMedCrossRef Baggio S, Starcevic V, Studer J, Simon O, Gainsbury SM, Gmel G, et al. Technology-mediated addictive behaviors constitute a spectrum of related yet distinct conditions: a network perspective. Psychol Addict Behav. 2018;32(5):564–72.PubMedCrossRef
30.
Zurück zum Zitat Peer E, Brandimarte L, Samat S, Acquisti A. Beyond the Turk: alternative platforms for crowdsourcing behavioral research. J Exp Soc Psychol. 2017;70:153–63.CrossRef Peer E, Brandimarte L, Samat S, Acquisti A. Beyond the Turk: alternative platforms for crowdsourcing behavioral research. J Exp Soc Psychol. 2017;70:153–63.CrossRef
31.
Zurück zum Zitat Palan S, Schitter C. Prolific.Ac – a subject pool for online experiments. J Behav Exp Finance. 2018;17:22–7.CrossRef Palan S, Schitter C. Prolific.Ac – a subject pool for online experiments. J Behav Exp Finance. 2018;17:22–7.CrossRef
32.
Zurück zum Zitat Norr AM, Allan NP, Boffa JW, Raines AM, Schmidt NB. Validation of the Cyberchondria severity scale (CSS): replication and extension with bifactor modelling. J Anxiety Disord. 2015;31:58–64.PubMedCrossRef Norr AM, Allan NP, Boffa JW, Raines AM, Schmidt NB. Validation of the Cyberchondria severity scale (CSS): replication and extension with bifactor modelling. J Anxiety Disord. 2015;31:58–64.PubMedCrossRef
33.
Zurück zum Zitat Salkovskis PM, Rimes KA, Warwick H, Clark D. The health anxiety inventory: development and validation of scales for the measurement of health anxiety and hypochondriasis. Psychol Med. 2002;32(5):843–53.PubMedCrossRef Salkovskis PM, Rimes KA, Warwick H, Clark D. The health anxiety inventory: development and validation of scales for the measurement of health anxiety and hypochondriasis. Psychol Med. 2002;32(5):843–53.PubMedCrossRef
34.
Zurück zum Zitat Abramowitz JS, Deacon BJ, Valentiner DP. The short health anxiety inventory: psychometric properties and construct validity in a non-clinical sample. Cogn Ther Res. 2007;31(6):871–83.CrossRef Abramowitz JS, Deacon BJ, Valentiner DP. The short health anxiety inventory: psychometric properties and construct validity in a non-clinical sample. Cogn Ther Res. 2007;31(6):871–83.CrossRef
35.
Zurück zum Zitat Foa EB, Huppert JD, Leiberg S, Langner R, Kichic R, Hajcak G, et al. The obsessive-compulsive inventory: development and validation of a short version. Psychol Assess. 2002;14(4):485–96.PubMedCrossRef Foa EB, Huppert JD, Leiberg S, Langner R, Kichic R, Hajcak G, et al. The obsessive-compulsive inventory: development and validation of a short version. Psychol Assess. 2002;14(4):485–96.PubMedCrossRef
36.
Zurück zum Zitat Abramowitz JS, Deacon BJ. Psychometric properties and construct validity of the obsessive-compulsive inventory-revised: replication and extension with a clinical sample. J Anxiety Disord. 2006;20(8):1016–35.PubMedCrossRef Abramowitz JS, Deacon BJ. Psychometric properties and construct validity of the obsessive-compulsive inventory-revised: replication and extension with a clinical sample. J Anxiety Disord. 2006;20(8):1016–35.PubMedCrossRef
37.
Zurück zum Zitat Hajcak G, Huppert JD, Simons RF, Foa EB. Psychometric properties of the OCI-R in a college sample. Behav Res Ther. 2004;42(1):115–23.PubMedCrossRef Hajcak G, Huppert JD, Simons RF, Foa EB. Psychometric properties of the OCI-R in a college sample. Behav Res Ther. 2004;42(1):115–23.PubMedCrossRef
38.
Zurück zum Zitat Carleton RN, Norton MAPJ, Asmundson GJG. Fearing the unknown: a short version of the intolerance of uncertainty scale. J Anxiety Disord. 2007;21(1):105–17.PubMedCrossRef Carleton RN, Norton MAPJ, Asmundson GJG. Fearing the unknown: a short version of the intolerance of uncertainty scale. J Anxiety Disord. 2007;21(1):105–17.PubMedCrossRef
39.
Zurück zum Zitat Meerkerk G-J, Van Den Eijnden RJJM, Vermulst AA, Garretsen HFL. The compulsive internet use scale (CIUS): some psychometric properties. Cyberpsychol Behav. 2009;12(1):1–6.PubMedCrossRef Meerkerk G-J, Van Den Eijnden RJJM, Vermulst AA, Garretsen HFL. The compulsive internet use scale (CIUS): some psychometric properties. Cyberpsychol Behav. 2009;12(1):1–6.PubMedCrossRef
40.
Zurück zum Zitat Pilkonis PA, Choi SW, Reise SP, Stover AM, Riley WT, Cella D. Item banks for measuring emotional distress from the patient-reported outcomes measurement information system (PROMIS®): depression, anxiety, and anger. Assess. 2011;18(3):263–83.CrossRef Pilkonis PA, Choi SW, Reise SP, Stover AM, Riley WT, Cella D. Item banks for measuring emotional distress from the patient-reported outcomes measurement information system (PROMIS®): depression, anxiety, and anger. Assess. 2011;18(3):263–83.CrossRef
42.
Zurück zum Zitat Berle D, Moulds ML. An experimental investigation of emotional reasoning processes in depression. Br J Clin Psychol. 2013;52(3):316–29.PubMedCrossRef Berle D, Moulds ML. An experimental investigation of emotional reasoning processes in depression. Br J Clin Psychol. 2013;52(3):316–29.PubMedCrossRef
43.
Zurück zum Zitat Kroenke K, Spitzer RL, Williams JBW. The PHQ-15: validity of a new measure for evaluating the severity of somatic symptoms. Psychosom Med. 2002;64(2):258–66.PubMedCrossRef Kroenke K, Spitzer RL, Williams JBW. The PHQ-15: validity of a new measure for evaluating the severity of somatic symptoms. Psychosom Med. 2002;64(2):258–66.PubMedCrossRef
44.
Zurück zum Zitat Epskamp S, Borsboom D, Fried EI. Estimating psychological networks and their accuracy: a tutorial paper. Behav Res Methods. 2018;50(1):195–212.PubMedCrossRef Epskamp S, Borsboom D, Fried EI. Estimating psychological networks and their accuracy: a tutorial paper. Behav Res Methods. 2018;50(1):195–212.PubMedCrossRef
45.
Zurück zum Zitat Liu H, Han F, Yuan M, Lafferty J, Wasserman L. High-dimensional semiparametric Gaussian copula graphical models. Ann Stat. 2012;40(4):2293–326.CrossRef Liu H, Han F, Yuan M, Lafferty J, Wasserman L. High-dimensional semiparametric Gaussian copula graphical models. Ann Stat. 2012;40(4):2293–326.CrossRef
46.
Zurück zum Zitat Pons P, Latapy M. Computing communities in large networks using random walks. J Graph Algorithms Appl. 2006;10(2):191–218.CrossRef Pons P, Latapy M. Computing communities in large networks using random walks. J Graph Algorithms Appl. 2006;10(2):191–218.CrossRef
47.
Zurück zum Zitat McNally RJ. Can network analysis transform psychopathology? Behav Res Ther. 2016;86:95–104.PubMedCrossRef McNally RJ. Can network analysis transform psychopathology? Behav Res Ther. 2016;86:95–104.PubMedCrossRef
Metadaten
Titel
Cyberchondria and its Relationships with Related Constructs: a Network Analysis
verfasst von
Vladan Starcevic
Stéphanie Baggio
David Berle
Yasser Khazaal
Kirupamani Viswasam
Publikationsdatum
16.05.2019
Verlag
Springer US
Erschienen in
Psychiatric Quarterly / Ausgabe 3/2019
Print ISSN: 0033-2720
Elektronische ISSN: 1573-6709
DOI
https://doi.org/10.1007/s11126-019-09640-5

Weitere Artikel der Ausgabe 3/2019

Psychiatric Quarterly 3/2019 Zur Ausgabe

Demenzkranke durch Antipsychotika vielfach gefährdet

23.04.2024 Demenz Nachrichten

Wenn Demenzkranke aufgrund von Symptomen wie Agitation oder Aggressivität mit Antipsychotika behandelt werden, sind damit offenbar noch mehr Risiken verbunden als bislang angenommen.

Weniger postpartale Depressionen nach Esketamin-Einmalgabe

Bislang gibt es kein Medikament zur Prävention von Wochenbettdepressionen. Das Injektionsanästhetikum Esketamin könnte womöglich diese Lücke füllen.

„Psychotherapie ist auch bei sehr alten Menschen hochwirksam!“

22.04.2024 DGIM 2024 Kongressbericht

Die Kombination aus Medikamenten und Psychotherapie gilt als effektivster Ansatz bei Depressionen. Das ist bei betagten Menschen nicht anders, trotz Besonderheiten.

Auf diese Krankheiten bei Geflüchteten sollten Sie vorbereitet sein

22.04.2024 DGIM 2024 Nachrichten

Um Menschen nach der Flucht aus einem Krisengebiet bestmöglich medizinisch betreuen zu können, ist es gut zu wissen, welche Erkrankungen im jeweiligen Herkunftsland häufig sind. Dabei hilft eine Internetseite der CDC (Centers for Disease Control and Prevention).

Update Psychiatrie

Bestellen Sie unseren Fach-Newsletter und bleiben Sie gut informiert.