Current Views and Perspectives on E-Mental Health: An Exploratory Survey Study for Understanding Public Attitudes Toward Internet-Based Psychotherapy in Germany
Open accessAbstract
Background: Despite the advanced development of evidence-based psychological treatment services, help-seeking persons with mental health problems often fail to receive appropriate professional help. Internet-delivered psychotherapy has thus been suggested as an efficient strategy to overcome barriers to access mental health care on a large scale. However, previous research indicated poor public acceptability as an issue for the dissemination of Internet-delivered therapies. Currently, little is known about the expectations and attitudes toward Internet-delivered therapies in the general population. This is especially the case for countries such as Germany where electronic mental health (e-mental health) treatment services are planned to be implemented in routine care. Objective: This pilot study aimed to determine the expectations and attitudes toward Internet-based psychotherapy in the general population in Germany. Furthermore, it aimed to explore the associations between attitudes toward Internet-based therapies and perceived stress. Methods: To assess public attitudes toward Internet-based psychotherapy, we conducted both Web-based and paper-and-pencil surveys using a self-developed 14-item questionnaire (Cronbach alpha=.89). Psychological distress was measured by employing a visual analogue scale (VAS) and the 20-item German version of the Perceived Stress Questionnaire (PSQ). In addition, we conducted explorative factor analysis (principal axis factor analysis with promax rotation). Spearman’s rank correlations were used to determine the associations between attitudes toward Internet-based therapies and perceived stress. Results: Descriptive analyses revealed that most respondents (N=1558; female: 78.95%, 1230/1558) indicated being not aware of the existence of Internet-delivered therapies (83.46%, 1141/1367). The average age was 32 years (standard deviation, SD 10.9; range 16-76). Through exploratory factor analysis, we identified 3 dimensions of public attitudes toward Internet-based therapies, which we labeled “usefulness or helpfulness,” “relative advantage or comparability,” and “accessibility or access to health care.” Analyses revealed negative views about Internet-based therapies on most domains, such as perceived helpfulness. The study findings further indicated ambivalent attitudes: Although most respondents agreed to statements on expected improvements in health care (eg, expanded access), we observed low intentions to future use of Internet-delivered therapies in case of mental health problems. Conclusions: This pilot study showed deficient “e-awareness” and rather negative or ambivalent attitudes toward Internet-delivered therapies in the German-speaking general population. However, research targeting determinants of the large-scale adoption of Internet-based psychotherapy is still in its infancy. Thus, further research is required to explore the “black box” of public attitudes toward Internet-delivered therapies with representative samples, validated measures, and longitudinal survey designs.
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?
Easier access to services that users would otherwise not have access to is a facilitator of engagement.
“Identified facilitators were easier access to services that users would otherwise not have access to [103,173]”
From Barriers to and facilitators of user engagement with digital mental health interventions: Systematic review (2021) · cites this paper as [173]
The Introduction (Background; page unavailable) reports that convenience of access matters to decisions to engage with e-mental health services. The Discussion (Summary of Main Findings; page unavailable) reports positive views of expanded access, including reaching more patients and bridging waits for conventional therapy. The paper does not establish that access to otherwise unavailable services actually facilitates engagement; its own findings concern attitudes toward that potential benefit. (LLM, conf=0.82)
Experimental — accuracy not yet measuredThis study complements research concerning the constraints on implementation of CCBT services and might shed light on potential reasons for poor engagement of patients and high drop-out rates.
“In addition, this study complements research concerning the constraints on implementation of CCBT services (Folker et al ., 2018), and might shed light on potential reasons for poor engagement of patients (Apolinario-Hagen et al ., 2017) and high drop-out rates.”
From A qualitative study of patients’ experiences and acceptance of computerised cognitive behavioural therapy in primary care, Scotland (2021) · cites this paper as Apolinario-Hagen et al., 2017
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
Statistical Power Analysis for the Behavioral Sciences
Muller, K. E., & Cohen, J. (1989) · Technometrics · doi:10.2307/1270020 · Cited by 99,588 · see citing works
The theory of planned behavior
Ajzen, I. (1991) · Organizational Behavior and Human Decision Processes · doi:10.1016/0749-5978(91)90020-t · Cited by 90,587 · see citing works
Perceived usefulness, perceived ease of use, and user acceptance of information technology
Davis, F. D. (1989) · MIS Quarterly · doi:10.2307/249008 · Cited by 68,483 · cited 1× · see citing works
“As framework, the technology acceptance model [41] and its extension, the unified theory of acceptance and use of technology (UTAUT) [42], can help to identify determinants of behavioral intentions to use information technology (IT).”
User Acceptance of Information Technology: Toward A Unified View1
Venkatesh, V., Morris, M. G., Davis, G. B., & Davis, F. D. (2003) · MIS Quarterly · doi:10.2307/30036540 · Cited by 45,035 · cited 4× · see citing works
“Although we tried to achieve match with constructs of the UTAUT [42,43], we were aware that our self-developed 14-item questionnaire had only a loose connection to the original framework.”
InfluentialValente, T. W. (2003) · Genetics in Medicine · doi:10.1097/01.gim.0000061743.67794.c4 · Cited by 20,555 · see citing works
Stress, social support, and the buffering hypothesis
Cohen, S., & Wills, T. A. (1985) · Psychological Bulletin · doi:10.1037/0033-2909.98.2.310 · Cited by 18,093 · cited 1× · see citing works
“Accordingly, surveys employed perceived helpfulness as an indicator for attitudes and acceptability of e-mental health services [10,47-49].”
Venkatesh, V., Thong, J. Y. L., & Xu, X. (2012) · MIS Quarterly · doi:10.2307/41410412 · Cited by 15,756 · cited 4× · see citing works
“Although we tried to achieve match with constructs of the UTAUT [42,43], we were aware that our self-developed 14-item questionnaire had only a loose connection to the original framework.”
InfluentialNature and Operation of Attitudes
Ajzen, I. (2001) · Annual Review of Psychology · doi:10.1146/annurev.psych.52.1.27 · Cited by 4,321 · cited 5× · see citing works
“Ajzen [32] defined attitudes as the sum of affective appraisals either positive or negative to a psychological object on attributive dimensions ranging, for example, from harmful to beneficial or helpful.”
InfluentialThe global prevalence of common mental disorders: a systematic review and meta-analysis 1980–2013
Steel, Z., Marnane, C., Iranpour, C., Chey, T., Jackson, J. W., Patel, V., & Silove, D. (2014) · International Journal of Epidemiology · doi:10.1093/ije/dyu038 · Cited by 2,846 · cited 2× · see citing works
“Mental health problems requiring treatment have a high lifetime prevalence of 29.2%, which has increased over the past decades across the world [1].”
InfluentialThe unified theory of acceptance and use of technology (UTAUT): a literature review
Williams, M. D., Rana, N. P., & Dwivedi, Y. K. (2015) · Journal of Enterprise Information Management · doi:10.1108/jeim-09-2014-0088 · Cited by 1,339 · cited 2× · see citing works
“Four determinants of behavioral intentions to use IT and moderators of key relationships (eg, gender, age, experience) have been confirmed [43,44].”
Andersson, G., Cuijpers, P., Carlbring, P., Riper, H., & Hedman, E. (2014) · World Psychiatry · doi:10.1002/wps.20151 · Cited by 1,077 · cited 1× · see citing works
“Concerning treatment delivered through the Internet, controlled trials have confirmed the effectiveness for guided Internet-based cognitive behavior therapy (iCBT) and related approaches for mood and anxiety disorders [12-14], eating disorders [15], coping with chronic somatic conditions [16], and harmful health behav…”
Vogel, D. L., Wade, N. G., & Hackler, A. H. (2007) · Journal of Counseling Psychology · doi:10.1037/0022-0167.54.1.40 · Cited by 965 · cited 1× · see citing works
“In addition, stigmatized beliefs about mental illnesses have been identified as global problem for both help-seeking persons as well as for the diffusion of mental health services [4-6].”
O’Brien (2019) · doi:10.1186/s12913-016-1423-5 · Cited by 463 · see citing works
Online therapy: Review of relevant definitions, debates, and current empirical support
Rochlen, A. B., Zack, J. S., & Speyer, C. (2004) · Journal of Clinical Psychology · doi:10.1002/jclp.10263 · Cited by 453 · cited 1× · see citing works
“For instance, barriers to seek help such as the stigma of mental illness could be diminished on the Internet [27] besides misunderstandings and false interpretations [68], impersonal communication [59], or concerns about privacy and data security [10,27,30,55].”
E-Mental Health: A Rapid Review of the Literature
Lal, S., & Adair, C. E. (2014) · Psychiatric Services · doi:10.1176/appi.ps.201300009 · Cited by 417 · cited 5× · see citing works
“Despite the advanced development of evidence-based treatments for a broad range of mental health problems, still many individuals requiring treatment fail to receive professional help in primary care [2,3].”
InfluentialTherapist-supported Internet cognitive behavioural therapy for anxiety disorders in adults
Olthuis, J. V., Watt, M. C., Bailey, K., Hayden, J. A., & Stewart, S. H. (2016) · Cochrane Database of Systematic Reviews · doi:10.1002/14651858.cd011565.pub2 · Cited by 390 · see citing works
Vogel, D. L., & Wei, M. (2005) · Journal of Counseling Psychology · doi:10.1037/0022-0167.52.3.347 · Cited by 363 · cited 3× · see citing works
“Studies have shown mediating effects of perceived stress on (face-to-face) help-seeking intentions [50].”
The Therapeutic Relationship in E-Therapy for Mental Health: A Systematic Review
Sucala, M., Schnur, J. B., Constantino, M. J., Miller, S. J., Brackman, E. H., & Montgomery, G. H. (2012) · Journal of Medical Internet Research · doi:10.2196/jmir.2084 · Cited by 344 · cited 2× · see citing works
“This is a common issue in e-mental health research [62].”
Arnberg, F. K., Linton, S. J., Hultcrantz, M., Heintz, E., & Jonsson, U. (2014) · PLoS ONE · doi:10.1371/journal.pone.0098118 · Cited by 330 · cited 1× · see citing works
“…through the Internet, controlled trials have confirmed the effectiveness for guided Internet-based cognitive behavior therapy (iCBT) and related approaches for mood and anxiety disorders [12-14], eating disorders [15], coping with chronic somatic conditions [16], and harmful health behavior [17].”
Young students' use of the Internet for mental health information and support
HORGAN, Á., & SWEENEY, J. (2010) · Journal of Psychiatric and Mental Health Nursing · doi:10.1111/j.1365-2850.2009.01497.x · Cited by 303 · cited 1× · see citing works
“For instance, barriers to seek help such as the stigma of mental illness could be diminished on the Internet [27] besides misunderstandings and false interpretations [68], impersonal communication [59], or concerns about privacy and data security [10,27,30,55].”
Musiat, P., Goldstone, P., & Tarrier, N. (2014) · BMC Psychiatry · doi:10.1186/1471-244x-14-109 · Cited by 273 · cited 10× · see citing works
“Comparisons made in the items of attitude measure were also a limitation because conventional therapies might be viewed as “benchmark” and thus Internet-based therapies as inferior [26].”
InfluentialValidierung des “Perceived Stress Questionnaire“ (PSQ) an einer deutschen Stichprobe
Fliege, H., Rose, M., Arck, P., Levenstein, S., & Klapp, B. F. (2001) · Diagnostica · doi:10.1026//0012-1924.47.3.142 · Cited by 272 · cited 2× · see citing works
“In a German validation study on the PSQ long version, internal consistency was good; Cronbach alpha amounted to .86 for the overall score and ranged between .80 and .85 for the 4 subscales [57].”
Ebert, D. D., Berking, M., Cuijpers, P., Lehr, D., Pörtner, M., & Baumeister, H. (2015) · Journal of Affective Disorders · doi:10.1016/j.jad.2015.01.056 · Cited by 268 · cited 1× · see citing works
“Psychoeducational information and e-mental health literacy could also improve the acceptability and attitudes toward Internet-based therapies [48,66].”
Predictive factors of telemedicine service acceptance and behavioral intention of physicians
Rho, M. J., Choi, I. Y., & Lee, J. (2014) · International Journal of Medical Informatics · doi:10.1016/j.ijmedinf.2014.05.005 · Cited by 260 · cited 1× · see citing works
“In recent years, attitudes toward e-mental health treatments have been mainly investigated among patients [35-37] and health care professionals [38-40].”
Sawesi, S., Rashrash, M., Phalakornkule, K., Carpenter, J. S., & Jones, J. (2016) · JMIR Medical Informatics · doi:10.2196/medinform.4514 · Cited by 253 · see citing works
Health Care Provider Adoption of eHealth: Systematic Literature Review
Li, J., Talaei-Khoei, A., Seale, H., Ray, P., & MacIntyre, C. R. (2013) · interactive Journal of Medical Research · doi:10.2196/ijmr.2468 · Cited by 250 · cited 1× · see citing works
“In recent years, attitudes toward e-mental health treatments have been mainly investigated among patients [35-37] and health care professionals [38-40].”
Ellis, L. A., Collin, P., Hurley, P. J., Davenport, T. A., Burns, J. M., & Hickie, I. B. (2013) · BMC Psychiatry · doi:10.1186/1471-244x-13-119 · Cited by 222 · see citing works
Sander, L., Rausch, L., & Baumeister, H. (2016) · JMIR Mental Health · doi:10.2196/mental.6061 · Cited by 218 · cited 1× · see citing works
“…through the Internet, controlled trials have confirmed the effectiveness for guided Internet-based cognitive behavior therapy (iCBT) and related approaches for mood and anxiety disorders [12-14], eating disorders [15], coping with chronic somatic conditions [16], and harmful health behavior [17].”
Theme issue on e-mental health: A growing field in internet research
Riper, H., Andersson, G., Christensen, H., Cuijpers, P., Lange, A., & Eysenbach, G. (2010) · Journal of Medical Internet Research · doi:10.2196/jmir.1713 · Cited by 200 · cited 1× · see citing works
“Internet-delivered computerized, electronic mental health (e-mental health) services include the usage of modern digital technologies and new media in, for instance, monitoring, screening, psychoeducation, prevention, health promotion, self-help, counseling, aftercare, and psychotherapy [11].”
Public mental health: the time is ripe for translation of evidence into practice
Wahlbeck, K. (2015) · World Psychiatry · doi:10.1002/wps.20178 · Cited by 195 · cited 1× · see citing works
“In addition, stigmatized beliefs about mental illnesses have been identified as global problem for both help-seeking persons as well as for the diffusion of mental health services [4-6].”
Validity of occupational stress assessment using a visual analogue scale
Lesage, F., & Berjot, S. (2011) · Occupational Medicine · doi:10.1093/occmed/kqr037 · Cited by 191 · cited 1× · see citing works
“Such visual analogue scales (VAS) were widely used to measure subjective feelings in medical conditions [56].”
van Beugen, S., Ferwerda, M., Hoeve, D., Rovers, M. M., Spillekom-van Koulil, S., van Middendorp, H., & Evers, A. W. (2014) · Journal of Medical Internet Research · doi:10.2196/jmir.2777 · Cited by 189 · see citing works
Musiat, P., & Tarrier, N. (2014) · Psychological Medicine · doi:10.1017/s0033291714000245 · Cited by 188 · cited 3× · see citing works
“However, these promising findings from controlled studies appear to challenge the overall poor uptake of e-mental health services in health care systems worldwide indicating psychological barriers [18-21].”
Acceptability of Internet Treatment of Anxiety and Depression
Gun, S. Y., Titov, N., & Andrews, G. (2011) · Australasian Psychiatry · doi:10.3109/10398562.2011.562295 · Cited by 174 · cited 1× · see citing works
“For instance, an Australian study [65] demonstrated that both laypersons and health professionals were more likely to endorse e-mental health treatments as helpful when they had used them in the past.”
The internet as a mental health advisor in Germany—results of a national survey
Eichenberg, C., Wolters, C., & Brähler, E. (2013) · PLoS ONE · doi:10.1371/journal.pone.0079206 · Cited by 157 · cited 5× · see citing works
“This study [55] also demonstrated that most respondents preferred seeking information or help from face-to-face services in case of emotional distress.”
InfluentialMohr, D. C., Siddique, J., Ho, J., Duffecy, J., Jin, L., & Fokuo, J. K. (2010) · Annals of Behavioral Medicine · doi:10.1007/s12160-010-9203-7 · Cited by 154 · cited 1× · see citing works
“This XSL • FO RenderX was in line with previous studies [10,26,59,60] that also identified negative view acceptability and low likelihood of using Internet-based therapies in case of mental health problems.”
Schröder, J., Sautier, L., Kriston, L., Berger, T., Meyer, B., Späth, C., Köther, U., Nestoriuc, Y., Klein, J. P., & Moritz, S. (2015) · Journal of Affective Disorders · doi:10.1016/j.jad.2015.08.044 · Cited by 149 · cited 2× · see citing works
“For instance, the “Attitudes towards Psychological Online Interventions Questionnaire” (APOI) [36] is a validated measure with depressive patients in a German clinical setting.”
Beintner, I., Jacobi, C., & Taylor, C. B. (2012) · European Eating Disorders Review · doi:10.1002/erv.1130 · Cited by 139 · cited 1× · see citing works
“…through the Internet, controlled trials have confirmed the effectiveness for guided Internet-based cognitive behavior therapy (iCBT) and related approaches for mood and anxiety disorders [12-14], eating disorders [15], coping with chronic somatic conditions [16], and harmful health behavior [17].”
Wallin, E. E. K., Mattsson, S., & Olsson, E. M. G. (2016) · JMIR Mental Health · doi:10.2196/mental.5324 · Cited by 136 · see citing works
Decision‐making heuristics and biases across the life span
Strough, J., Karns, T. E., & Schlosnagle, L. (2011) · Annals of the New York Academy of Sciences · doi:10.1111/j.1749-6632.2011.06208.x · Cited by 129 · cited 1× · see citing works
“Moreover, it should be also considered that subjective assessments of current stress perceptions could have been biased by affective heuristics and contextual clues [61].”
Jackson, H., Judd, F., Komiti, A., Fraser, C., Murray, G., Robins, G., Pattison, P., & Wearing, A. (2007) · Australian Psychologist · doi:10.1080/00050060701299532 · Cited by 125 · cited 2× · see citing works
“Although more female than male persons seek help for mental problems and attend psychotherapy [51], future studies should aim to explore attitudes of populations underrepresented in most studies, such as young men [70].”
Preferences for e-mental health services amongst an online Australian sample?
Klein, B., & Cook, S. (2010) · E-Journal of Applied Psychology · doi:10.7790/ejap.v6i1.184 · Cited by 117 · cited 9× · see citing works
“Taken together, most studies targeting the general population in this field directed to low willingness to future use of e-mental health services in case of emotional distress [10,26-29].”
InfluentialKhan, N., Bower, P., & Rogers, A. (2007) · British Journal of Psychiatry · doi:10.1192/bjp.bp.106.032011 · Cited by 116 · cited 2× · see citing works
“Attitudes toward using self-help are assumed to be affected by individual experiences with mental disorders, self-help services and seeking help in primary care, as well as with perceived control, helplessness, engagement, and self-stigma [33].”
Donker, T., Batterham, P. J., Warmerdam, L., Bennett, K., Bennett, A., Cuijpers, P., Griffiths, K. M., & Christensen, H. (2013) · Journal of Affective Disorders · doi:10.1016/j.jad.2013.06.020 · Cited by 115 · cited 1× · see citing works
“Although clinical studies have identified individual predictors of engagement or disengagement in active treatment conditions [22-25], the evidence base for predictors of help-seeking intentions and using e-mental health treatments in the general population is still scare.”
Mayo-Wilson, E., & Montgomery, P. (2013) · Cochrane Database of Systematic Reviews · doi:10.1002/14651858.cd005330.pub4 · Cited by 112 · cited 1× · see citing works
“…capacities of health care, the dissemination of Internet-delivered psychological services is suggested as an efficient strategy to improve the access to professional help by overcoming structural or regional barriers [2,3,7,8] and the stigma of seeking help for mental health problems [9,10].”
Online Communication Between Doctors and Patients in Europe: Status and Perspectives
Santana, S., Lausen, B., Bujnowska-Fedak, M., Chronaki, C., Kummervold, P. E., Rasmussen, J., & Sorensen, T. (2010) · Journal of Medical Internet Research · doi:10.2196/jmir.1281 · Cited by 110 · cited 1× · see citing works
“Nonetheless, sample characteristics of this study were in line with the findings showing that females and well-educated younger persons were the main groups seeking health information on the Web [63,64] and engaging with e-mental health interventions [22].”
Attitudes towards computerized CBT for depression amongst a student population
Mitchell, N., & Gordon, P. K. (2007) · Behavioural and Cognitive Psychotherapy · doi:10.1017/s1352465807003700 · Cited by 106 · cited 2× · see citing works
“For instance, barriers to seek help such as the stigma of mental illness could be diminished on the Internet [27] besides misunderstandings and false interpretations [68], impersonal communication [59], or concerns about privacy and data security [10,27,30,55].”
Perceived helpfulness of websites for mental health information
Oh, E., Jorm, A. F., & Wright, A. (2008) · Social Psychiatry and Psychiatric Epidemiology · doi:10.1007/s00127-008-0443-9 · Cited by 103 · cited 1× · see citing works
“Accordingly, surveys employed perceived helpfulness as an indicator for attitudes and acceptability of e-mental health services [10,47-49].”
Online Mental Health Resources in Rural Australia: Clinician Perceptions of Acceptability
Sinclair, C., Holloway, K., Riley, G. J., & Auret, K. A. (2013) · Journal of Medical Internet Research · doi:10.2196/jmir.2772 · Cited by 103 · cited 2× · see citing works
“…capacities of health care, the dissemination of Internet-delivered psychological services is suggested as an efficient strategy to improve the access to professional help by overcoming structural or regional barriers [2,3,7,8] and the stigma of seeking help for mental health problems [9,10].”
Chan, J. K., Farrer, L. M., Gulliver, A., Bennett, K., & Griffiths, K. M. (2016) · JMIR Human Factors · doi:10.2196/humanfactors.4765 · Cited by 103 · cited 3× · see citing works
“…capacities of health care, the dissemination of Internet-delivered psychological services is suggested as an efficient strategy to improve the access to professional help by overcoming structural or regional barriers [2,3,7,8] and the stigma of seeking help for mental health problems [9,10].”
Carper, M. M., McHugh, R. K., & Barlow, D. H. (2013) · Administration and Policy in Mental Health and Mental Health Services Research · doi:10.1007/s10488-011-0377-5 · Cited by 92 · cited 1× · see citing works
“Taken together, most studies targeting the general population in this field directed to low willingness to future use of e-mental health services in case of emotional distress [10,26-29].”
Wetterlin, F. M., Mar, M. Y., Neilson, E. K., Werker, G. R., & Krausz, M. R. (2014) · Journal of Medical Internet Research · doi:10.2196/jmir.3526 · Cited by 81 · cited 1× · see citing works
“Potential reasons for negative expectations and attitudes toward e-mental health include concerns on privacy [28,30,31], communication [9], therapeutic alliance, and unfamiliarity with technology [1].”
Moock, J. (2014) · Frontiers in Public Health · doi:10.3389/fpubh.2014.00065 · Cited by 79 · cited 6× · see citing works
“However, the implementation of Internet-delivered therapies is considered in German public health [3].”
InfluentialThe Impact of Information on Attitudes Toward E-Mental Health Services
Casey, L. M., Joy, A., & Clough, B. A. (2013) · Cyberpsychology, Behavior, and Social Networking · doi:10.1089/cyber.2012.0515 · Cited by 76 · cited 5× · see citing works
“Psychoeducational information and e-mental health literacy could also improve the acceptability and attitudes toward Internet-based therapies [48,66].”
InfluentialParticipating in Online Mental Health Interventions: Who Is Most Likely to Sign Up and Why?
Crisp, D. A., & Griffiths, K. M. (2014) · Depression Research and Treatment · doi:10.1155/2014/790457 · Cited by 76 · cited 2× · see citing works
“Nonetheless, sample characteristics of this study were in line with the findings showing that females and well-educated younger persons were the main groups seeking health information on the Web [63,64] and engaging with e-mental health interventions [22].”
Attitude Ambivalence, Friend Norms, and Adolescent Drug Use
Hohman, Z. P., Crano, W. D., Siegel, J. T., & Alvaro, E. M. (2013) · Prevention Science · doi:10.1007/s11121-013-0368-8 · Cited by 73 · cited 3× · see citing works
“There are indications for multidimensional (ambivalent) attitudes in terms of health behavior [32,34].”
Whitton, A. E., Proudfoot, J., Clarke, J., Birch, M.-R., Parker, G., Manicavasagar, V., & Hadzi-Pavlovic, D. (2015) · JMIR Mental Health · doi:10.2196/mental.3573 · Cited by 69 · cited 1× · see citing works
“Therefore, different aspects of Internet-based therapies should be considered in the measurement of attitudes to provide deeper insights into the “black box” of individual determinants underlying the adoption of e-mental health treatments [67].”
Choi, I., Sharpe, L., Li, S., & Hunt, C. (2015) · Social Psychiatry and Psychiatric Epidemiology · doi:10.1007/s00127-014-0921-1 · Cited by 64 · cited 2× · see citing works
“For instance, barriers to seek help such as the stigma of mental illness could be diminished on the Internet [27] besides misunderstandings and false interpretations [68], impersonal communication [59], or concerns about privacy and data security [10,27,30,55].”
Gesundheitsinformationen im Internet: Wer sucht was, wann und wie?
Zschorlich, B., Gechter, D., Janssen, I. M., Swinehart, T., Wiegard, B., & Koch, K. (2015) · Zeitschrift für Evidenz Fortbildung und Qualität im Gesundheitswesen · doi:10.1016/j.zefq.2015.03.003 · Cited by 62 · see citing works
Using Digital Technology to Engage and Communicate with Patients: A Survey of Patient Attitudes
Jenssen, B. P., Mitra, N., Shah, A., Wan, F., & Grande, D. (2015) · Journal of General Internal Medicine · doi:10.1007/s11606-015-3517-x · Cited by 57 · cited 1× · see citing works
“In recent years, attitudes toward e-mental health treatments have been mainly investigated among patients [35-37] and health care professionals [38-40].”
Gulliver, A., Bennett, K., Bennett, A., Farrer, L. M., Reynolds, J., & Griffiths, K. M. (2015) · JMIR Mental Health · doi:10.2196/mental.4294 · Cited by 50 · cited 1× · see citing works
“Potential reasons for negative expectations and attitudes toward e-mental health include concerns on privacy [28,30,31], communication [9], therapeutic alliance, and unfamiliarity with technology [1].”
Patient Expectations in Internet-Based Self-Help for Social Anxiety
Boettcher, J., Renneberg, B., & Berger, T. (2013) · Cognitive Behaviour Therapy · doi:10.1080/16506073.2012.759615 · Cited by 47 · cited 1× · see citing works
“In recent years, attitudes toward e-mental health treatments have been mainly investigated among patients [35-37] and health care professionals [38-40].”
Johansson, R., Nyblom, A., Carlbring, P., Cuijpers, P. J., & Andersson, G. (2013) · BMC Psychiatry · doi:10.1186/1471-244x-13-268 · Cited by 37 · cited 1× · see citing works
“In recent years, attitudes toward e-mental health treatments have been mainly investigated among patients [35-37] and health care professionals [38-40].”
Patient Acceptance of and Initiation and Engagement in Telepsychotherapy in Primary Care
Deen, T. L., Fortney, J. C., & Schroeder, G. W. (2013) · Psychiatric Services · doi:10.1176/appi.ps.201200198 · Cited by 32 · cited 1× · see citing works
“Although clinical studies have identified individual predictors of engagement or disengagement in active treatment conditions [22-25], the evidence base for predictors of help-seeking intentions and using e-mental health treatments in the general population is still scare.”
El Alaoui, S., Hedman, E., Ljótsson, B., & Lindefors, N. (2015) · BMJ Open · doi:10.1136/bmjopen-2015-007902 · Cited by 30 · cited 1× · see citing works
“Although clinical studies have identified individual predictors of engagement or disengagement in active treatment conditions [22-25], the evidence base for predictors of help-seeking intentions and using e-mental health treatments in the general population is still scare.”
Bauer, S., & Kordy, H. (2008) · Springer eBooks · doi:10.1007/978-3-540-75736-8 · Cited by 23 · see citing works
Apolinário-Hagen, J., & Tasseit, S. (2015) · International Journal of Health Professions · doi:10.1515/ijhp-2015-0010 · Cited by 11 · see citing works
Self-citationÖzyürek, P., Öztaşan, N., & Kılıç, İ. (2015) · Acta Informatica Medica · doi:10.5455/aim.2015.23.33-38 · Cited by 9 · cited 1× · see citing works
“For instance, a pilot study [52] showed that perceived stress was negatively associated with attitudes to computers among students.”
Public mental health: the need for a broader view of the issues
Gureje, O. (2015) · World Psychiatry · doi:10.1002/wps.20186 · Cited by 5 · see citing works
Flagged first, then by citations
Cited by
Sorted by citations
Borghouts, J., Eikey, E., Mark, G., De Leon, C., Schueller, S. M., Schneider, M., Stadnick, N., Zheng, K., Mukamel, D., & Sorkin, D. H. (2021) · Journal of Medical Internet Research · doi:10.2196/24387 · Cited by 1,069 · see citing works
Ebert, D. D., Van Daele, T., Nordgreen, T., Karekla, M., Compare, A., Zarbo, C., Brugnera, A., Øverland, S., Trebbi, G., Jensen, K. L., et al. (2018) · European Psychologist · doi:10.1027/1016-9040/a000318 · Cited by 437 · see citing works
O’Brien (2019) · doi:10.1186/s12913-016-1423-5 · Cited by 463 · see citing works
Harrer, M., Adam, S. H., Fleischmann, R. J., Baumeister, H., Auerbach, R., Bruffaerts, R., Cuijpers, P., Kessler, R. C., Berking, M., Lehr, D., et al. (2018) · Journal of Medical Internet Research · doi:10.2196/jmir.9293 · Cited by 216 · see citing works
“A significant association between heightened stress levels and positive attitudes toward internet intervention usage has also been found in a German general population sample [22].”
BackgroundTitzler, I., Saruhanjan, K., Berking, M., Riper, H., & Ebert, D. D. (2018) · Internet Interventions · doi:10.1016/j.invent.2018.01.002 · Cited by 176 · see citing works
Van Daele, T., Karekla, M., Kassianos, A. P., Compare, A., Haddouk, L., Salgado, J., Ebert, D. D., Trebbi, G., Bernaerts, S., Van Assche, E., et al. (2020) · Journal of Psychotherapy Integration · doi:10.1037/int0000218 · Cited by 122 · see citing works
“For a long time, the general public seemed unaware of the existence of online tools to safeguard their mental health or to rely on for support in case of mental health problems, and their overall attitude is ambivalent at best (Apolinário-Hagen et al., 2017; Musiat et al., 2014).”
BackgroundPublic attitudes toward guided internet-based therapies: web-based survey study
Apolinário-Hagen, J., Harrer, M., Kählke, F., Fritsche, L., Salewski, C., & Ebert, D. D. (2018) · JMIR Mental Health · doi:10.2196/10735 · Cited by 123 · see citing works
“Analysis of attitudes toward guided internet interventions indicated an overall moderate acceptance (ETAM overall mean score, Table 3).”
BackgroundMethodResultInfluentialSelf-citationTelepsychotherapy: a leaflet for psychotherapists in the age of COVID-19. A review of the evidence
Poletti, B., Tagini, S., Brugnera, A., Parolin, L. A. L., Pievani, L., Ferrucci, R., Compare, A., & Silani, V. (2020) · Counselling Psychology Quarterly · doi:10.1080/09515070.2020.1769557 · Cited by 117 · see citing works
“Similarly, individuals with a higher level of perceived stress and, thus, possibly seeking treatments were more likely to adopt telepsychotherapy (Apolinário-Hagen et al., 2017).”
BackgroundInfluentialBoldrini, T., Lomoriello, A. S., Corno, F. D., Lingiardi, V., & Salcuni, S. (2020) · Frontiers in Psychology · doi:10.3389/fpsyg.2020.591170 · Cited by 92 · see citing works
Preferences for e-mental health interventions in Germany: a discrete choice experiment
Phillips, E. A., Himmler, S. F., & Schreyögg, J. (2021) · Value in Health · doi:10.1016/j.jval.2020.09.018 · Cited by 88 · see citing works
Ebert, D. D., Harrer, M., Apolinário-Hagen, J., & Baumeister, H. (2019) · Advances in Experimental Medicine and Biology · doi:10.1007/978-981-32-9721-0_29 · Cited by 76 · see citing works
Self-citationEtzelmueller, A., Radkovsky, A., Hannig, W., Berking, M., & Ebert, D. D. (2018) · Internet Interventions · doi:10.1016/j.invent.2018.01.003 · Cited by 75 · see citing works
“However, internet- and mobile based interventions (IMIs) with a strong focus on self-help might not be an attractive treatment option for all patients (Apolinário-Hagen et al., 2017; Baumeister et al., 2014; Ebert et al., 2015; Musiat et al., 2014).”
BackgroundLinardon, J., Messer, M., Lee, S., & Rosato, J. (2021) · Eating and Weight Disorders - Studies on Anorexia Bulimia and Obesity · doi:10.1007/s40519-020-01005-3 · Cited by 76 · see citing works
“, [13, 14], there is a dearth of research investigating e-health perspectives among people with or at risk of an ED.”
BackgroundApolinário-Hagen, J., Fritsche, L., Bierhals, C., & Salewski, C. (2018) · Internet Interventions · doi:10.1016/j.invent.2017.12.002 · Cited by 58 · see citing works
“In accordance with the Social Learning Theory (Bandura, 1977), respondents may not have perceived themselves similar enough to the model presented in the user evaluation condition (e.g. in terms of age or health status), which could result in a low involvement of the participants.”
MethodSelf-citationDeterminant Factors of Public Acceptance of Stress Management Apps: Survey Study
Apolinário-Hagen, J., Hennemann, S., Fritsche, L., Drüge, M., & Breil, B. (2019) · JMIR Mental Health · doi:10.2196/15373 · Cited by 63 · see citing works
“On the one hand, there is evidence for an association between stress perceptions and attitudes toward using e-mental health treatments [33,74] and a higher interest in using stress management apps [75].”
Self-citationLinardon, J., Shatte, A., Tepper, H., & Fuller‐Tyszkiewicz, M. (2020) · International Journal of Eating Disorders · doi:10.1002/eat.23268 · Cited by 61 · see citing works
Jiménez, P., & Bregenzer, A. (2018) · Journal of Medical Internet Research · doi:10.2196/jmir.8769 · Cited by 54 · see citing works
“The overall accessibility of health programs is especially suitable for programs targeting mental health, as persons with mental health problems can avoid exposure in an open group when using eHealth tools [6,39].”
Feniger‐Schaal, R., Orkibi, H., Keisari, S., Sajnani, N. L., & Butler, J. D. (2022) · The Arts in Psychotherapy · doi:10.1016/j.aip.2022.101898 · Cited by 39 · see citing works
Leuchtenberg, S., Gromer, D., & Käthner, I. (2022) · Counselling and Psychotherapy Research · doi:10.1002/capr.12538 · Cited by 40 · see citing works
Bäuerle, A., Jahre, L. M., Teufel, M., Jansen, C., Musche, V., Schweda, A., Fink, M., Dinse, H., Weismüller, B., Dörrie, N., et al. (2021) · Frontiers in Psychiatry · doi:10.3389/fpsyt.2021.768132 · Cited by 35 · see citing works
The development of a self‐report scale to assess therapists' acceptance of telepsychotherapy
Békés, V., Doorn, K. A., McCollum, J. K., Prout, T. A., & Hoffman, L. (2021) · Journal of Clinical Psychology · doi:10.1002/jclp.23289 · Cited by 33 · see citing works
Potential of Mobile Technology to Relieve the Urgent Mental Health Needs in China: Web-Based Survey
Tan, Y., Teng, Z., Qiu, Y., Tang, H., Xiang, H., & Chen, J. (2020) · JMIR mhealth and uhealth · doi:10.2196/16215 · Cited by 32 · see citing works
“First, some studies have shown that low e-mental health awareness (e-awareness) and the digital divide of patients with severe mental illness might hinder the future use and perceived helpfulness of mobile services [13,14].”
BackgroundMcCall, H. C., Sison, A. P., Burnett, J. L., Beahm, J. D., & Hadjistavropoulos, H. D. (2020) · International Journal of Environmental Research and Public Health · doi:10.3390/ijerph17176026 · Cited by 22 · see citing works
Titzler, I., Berking, M., Schlicker, S., Riper, H., & Ebert, D. D. (2020) · JMIR Mental Health · doi:10.2196/18642 · Cited by 25 · see citing works
Digital systemic practices in Europe: a survey before the Covid‐19 pandemic
Borcsa, M., Pomini, V., & Saint‐Mont, U. (2020) · Journal of Family Therapy · doi:10.1111/1467-6427.12308 · Cited by 23 · see citing works
Békés, V., Doorn, K. A., & Bőthe, B. (2022) · Clinical Psychology & Psychotherapy · doi:10.1002/cpp.2760 · Cited by 24 · see citing works
Do, R., Park, J.-R., Lee, S. Y., Cho, M.-J., Kim, J.-S., & Shin, M. (2019) · Psychiatry Investigation · doi:10.30773/pi.2019.07.17.4 · Cited by 23 · see citing works
Özer, Ö., Köksal, B., & Altınok, A. (2024) · Internet Interventions · doi:10.1016/j.invent.2024.100722 · Cited by 24 · see citing works
“It was created using fundamental studies (Apolin ´ ario-Hagen et al., 2018, 2017; Berle et al., 2015), and tailored based on clinical observations to reflect the unique aspects of patient preferences and practical application.”
MethodClough, B. A., Eigeland, J. A., Madden, I., Rowland, D., & Casey, L. M. (2019) · Internet Interventions · doi:10.1016/j.invent.2019.100256 · Cited by 22 · see citing works
“It has been argued that this is likely due to the limited theoretically driven research in this field (Donkin et al., 2011; Beatty and Binnion, 2016; Apolinário-Hagen et al., 2017).”
BackgroundMancinelli, E., Gritti, E. S., Lomoriello, A. S., Salcuni, S., Lingiardi, V., & Boldrini, T. (2021) · Frontiers in Psychology · doi:10.3389/fpsyg.2021.726864 · Cited by 18 · see citing works
Who’s Logging on? Differing Attitudes about Online Therapy
Knechtel, L. M., & Erickson, C. A. (2020) · Journal of Technology in Human Services · doi:10.1080/15228835.2020.1833810 · Cited by 17 · see citing works
Schuster, R., Fischer, E., Jansen, C., Napravnik, N., Rockinger, S., Steger, N., & Laireiter, A.-R. (2022) · Internet Interventions · doi:10.1016/j.invent.2022.100551 · Cited by 15 · see citing works
“Importantly, BT has been reported to yield higher acceptance rates among addressed stakeholders compared to pure Internet interventions (Apolinário-Hagen et al., 2017; Dorow et al., 2018; Topooco et al., 2017; Schuster et al., 2020a).”
BackgroundHarrer, M., Apolinário-Hagen, J., Fritsche, L., Drüge, M., Krings, L., Beck, K., Salewski, C., Zarski, A., Lehr, D., Baumeister, H., et al. (2019) · Frontiers in Psychiatry · doi:10.3389/fpsyt.2019.00361 · Cited by 15 · see citing works
“Inclination to use Internet-based services has been found to be greatest among students reporting high levels of perceived stress (30, 31).”
BackgroundSelf-citationPetros, N. G., Hadlaczky, G., Carletto, S., González-Martínez, S., Ostacoli, L., Ottaviano, M., Meyer, B., Scilingo, E. P., & Carli, V. (2022) · JMIR Formative Research · doi:10.2196/33734 · Cited by 13 · see citing works
Marín-Farrona, M. J., León-Jiménez, M., García‐Unanue, J., Gallardo, L., Crespo-Ruiz, C., & Crespo-Ruiz, B. (2020) · International Journal of Environmental Research and Public Health · doi:10.3390/ijerph17124410 · Cited by 13 · see citing works
“However, it is important to ensure the workers do not perceive this monitoring negatively; although technology can help with data collection, sometimes people do not react positively to e-health intervention [58].”
BackgroundInternetbasierte Therapie in der Versorgung von Patienten mit depressiven Störungen: Ein Überblick
Backenstrass, M., & Wolf, M. (2018) · Zeitschrift für Psychiatrie Psychologie und Psychotherapie · doi:10.1024/1661-4747/a000339 · Cited by 8 · see citing works
Armaou, M. (2024) · Social Sciences · doi:10.3390/socsci13020114 · Cited by 10 · see citing works
Burgess, S., Junne, F., Rothermund, E., Zipfel, S., Gündel, H., Rieger, M. A., & Michaelis, M. (2019) · International Archives of Occupational and Environmental Health · doi:10.1007/s00420-019-01414-7 · Cited by 11 · see citing works
Woodford, J., Månberg, J., Cajander, Å., Enebrink, P., Harila‐Saari, A. H., Hagström, J., Karlsson, M., Solimena, H. P., & von Essén, L. (2021) · BMJ Open · doi:10.1136/bmjopen-2020-041350 · Cited by 10 · see citing works
Meaklim, H., Abbott, J.-A., Kennedy, G. A., Murray, G., Klein, B., & Rehm, I. C. (2018) · Australian Psychologist · doi:10.1111/ap.12374 · Cited by 11 · see citing works
Apolinário-Hagen, J., Harrer, M., Dederichs, M., Fritsche, L., Wopperer, J., Wals, F., Loerbroks, A., Lehr, D., Salewski, C., Angerer, P., et al. (2021) · PLoS ONE · doi:10.1371/journal.pone.0252012 · Cited by 10 · see citing works
Self-citationEjiri, H., Uchida, H., Tsuchiya, K., Fujiwara, K., Kikuchi, S., & Hirao, K. (2023) · Neuropsychiatric Disease and Treatment · doi:10.2147/ndt.s415937 · Cited by 9 · see citing works
Linardon, J., Westrupp, E. M., Macdonald, J. A., Mikocka‐Walus, A. A., Stokes, M. A., Greenwood, C. J., Youssef, G. J., Teague, S. J., Hutchinson, D. M., Sciberras, E., et al. (2021) · Australian & New Zealand Journal of Psychiatry · doi:10.1177/00048674211065985 · Cited by 9 · see citing works
“…relative to traditional face-to-face forms of treatment (Linardon et al., 2020a), preference for face-to-face if mental health symptoms are particularly pronounced (Apolinário-Hagen et al., 2018), or fear or lack of awareness of non-traditional forms of treatment (Apolinário-Hagen et al., 2017b).”
BackgroundUser experiences of an online therapist-guided psychotherapy platform, OPTT: A cross-sectional study
Stephenson, C., Moghimi, E., Gutiérrez, G., Jagayat, J., Layzell, G., Patel, C. B., Omrani, M., & Alavi, N. (2023) · Internet Interventions · doi:10.1016/j.invent.2023.100623 · Cited by 9 · see citing works
Arabatzoudis, T., Rehm, I. C., & Nedeljkovic, M. (2021) · Journal of Obsessive-Compulsive and Related Disorders · doi:10.1016/j.jocrd.2021.100689 · Cited by 9 · see citing works
Zare, Z., & Jebraeily, M. (2018) · Acta Informatica Medica · doi:10.5455/aim.2018.26.102-105 · Cited by 9 · see citing works
“Findings of the study by Hagen et al (2017) showed that most patients believed that the use of ICT tools improve healthcare and easy access to needed information, but less preferences to use internet-based therapies in case of mental health problems (28).”
BackgroundTeles, S., Ferreira, A., & Paúl, C. (2020) · Health & Social Care in the Community · doi:10.1111/hsc.13227 · Cited by 9 · see citing works
Benz, F., Grolig, L., Hannibal, S., Buntrock, C., Cuijpers, P. J., Domschke, K., Ebert, D. D., Ell, J., Janneck, M., Jenkner, C., et al. (2024) · Trials · doi:10.1186/s13063-024-08214-6 · Cited by 8 · see citing works
“Besides the limitations of previous clinical trials, numerous patients and practitioners continue to hold the belief that face-to-face treatments yield better outcomes than internet-delivered interventions, and there are concerns about the efficacy of the latter [31].”
BackgroundMethodInfluentialGrüneberg, C., Bäuerle, A., Karunakaran, S., Darici, D., Dörrie, N., Teufel, M., Benson, S., & Robitzsch, A. (2024) · JMIR Medical Education · doi:10.2196/58183 · Cited by 9 · see citing works
von der Groeben, S., Czaplicki, A., Hegerl, U., & Reich, H. (2023) · Internet Interventions · doi:10.1016/j.invent.2023.100622 · Cited by 8 · see citing works
Ellis, D. M., & Anderson, P. L. (2023) · JMIR Mental Health · doi:10.2196/43929 · Cited by 7 · see citing works
“In some studies, acceptability was operationalized using single Likert scale items measuring willingness to use an intervention [20,26,27], and in other studies, researchers developed their own measure of acceptability [19,28].”
Zagorscak, P., Heinrich, M., Bohn, J., Stein, J., & Knaevelsrud, C. (2019) · Brain and Behavior · doi:10.1002/brb3.1484 · Cited by 7 · see citing works
Connected Mental Health Solutions: Global Attitudes, Preferences, and Concerns
Drissi, N., Ouhbi, S., Serhani, M. A., Marques, G., & Díez, I. D. L. T. (2022) · Telemedicine Journal and e-Health · doi:10.1089/tmj.2022.0036 · Cited by 7 · see citing works
Mehrotra, S., R., S. K. C., Gandotra, A., Sudhir, P. M., Thirthalli, J., & Rao, G. N. (2017) · International Journal of Community Medicine and Public Health · doi:10.18203/2394-6040.ijcmph20172059 · Cited by 7 · see citing works
Du, E., Quayle, E., & Macleod, H. (2021) · The Cognitive Behaviour Therapist · doi:10.1017/s1754470x21000210 · Cited by 5 · see citing works
Anteneh, D. S., Kelkay, J. M., Wubneh, H. D., Beshir, M. A., & Gashu, K. D. (2025) · SAGE Open Medicine · doi:10.1177/20503121241307136 · Cited by 5 · see citing works
Steubl, L., Büscher, R., Sander, L., Baumel, A., Barck, K., Sachser, C., Fegert, J. M., Brähler, E., Baumeister, H., & Domhardt, M. (2025) · Clinical Psychology in Europe · doi:10.32872/cpe.15233 · Cited by 5 · see citing works
Tan, C. H., Koo, A. C., Rahmat, H., Siew, W. F., Cheang, A. W. O., & Sharji, E. A. (2022) · F1000Research · doi:10.12688/f1000research.73482.1 · Cited by 5 · see citing works
Alsaqqa, H. H., & Alwawi, A. A. (2023) · Frontiers in Public Health · doi:10.3389/fpubh.2023.1142443 · Cited by 6 · see citing works
“Facilitators were identified as making it simpler for users to get services they would not otherwise have access to (26, 27) and removing the need for them to travel far to a health center (28).”
BackgroundBosbach, K., Schulte, J., & Martin, A. (2024) · The Behavior Therapist · doi:10.1016/j.beth.2024.10.001 · Cited by 6 · see citing works
Landry, C. A., Beahm, J. D., McCall, H. C., & Hadjistavropoulos, H. D. (2023) · International Journal of Environmental Research and Public Health · doi:10.3390/ijerph20085592 · Cited by 3 · see citing works
Nur auf Einladung? Wie die Rekrutierungsstrategie beeinflusst, wer online behandelt wird
Zagorscak, P., Bohn, J., Heinrich, M., Kampisiou, C., & Knaevelsrud, C. (2019) · Verhaltenstherapie · doi:10.1159/000502018 · Cited by 3 · see citing works
KSAO based Competency Model for an Effective Practice of Tele-Counseling in Pakistan
Khan, S., Faisal, K., & Rashid, A. (2022) · Journal of Professional & Applied Psychology · doi:10.52053/jpap.v3i2.98 · Cited by 3 · see citing works
Breast Cancer Survivors’ Attitudes toward eMental Health: A Cross-Sectional Study
Mendes-Santos, C., Campos, T., Ferreira, D., Weiderpass, E., Santana, R. M., & Andersson, G. (2023) · Healthcare · doi:10.3390/healthcare11131920 · Cited by 2 · see citing works
Erus, S. M., & Uğur, E. Ç. (2024) · Cukurova University Faculty of Education Journal · doi:10.14812/cuefd.1421214 · Cited by 2 · see citing works
Digital Therapies for Insomnia
Jackson, M. L., Meaklim, H., & Mason, E. C. (2023) · Springer eBooks · doi:10.1007/978-3-031-10698-9_6 · Cited by 2 · see citing works
Only on Invitation? How the Recruitment Strategy Determines Who Is Treated Online
Zagorscak, P., Bohn, J., Heinrich, M., Kampisiou, C., & Knaevelsrud, C. (2019) · Verhaltenstherapie · doi:10.1159/000503407 · Cited by 2 · see citing works
Michaelis, M., Burgess, S., Junne, F., Rothermund, E., Gündel, H., Zipfel, S., Wolf, M., & Rieger, M. A. (2021) · Frontiers in Psychiatry · doi:10.3389/fpsyt.2021.508622 · Cited by 2 · see citing works
“(10), with a correlation between a positive evaluation of web-based therapies and self-reported distress at the time of study participation.”
BackgroundResultMondragón-Gómez, R., Martínez-Vélez, N., Fernández-Torres, M., & Sainz, M. A. T. (2022) · International Journal of Mental Health and Addiction · doi:10.1007/s11469-021-00747-0 · Cited by 1 · see citing works
“For example, researchers have assessed the acceptability of web-based cognitive-behavioral therapy (CBT) (Apolinário-Hagen et al., 2017; McCall et al., 2020; Friesen et al., 2014), computer-based CBT (Stallard et al., 2010; Fleming & Merry, 2013; Vigerland et al., 2014), and the use of various technologies applied to…”
BackgroundKamarsu, S., & Anderson, P. L. (2024) · Procedia Computer Science · doi:10.1016/j.procs.2024.10.365 · Cited by 1 · see citing works
Advincula, J. L., & Sunga, A. (2022) · doi:10.2196/preprints.41135
Advincula, J. L., & Sunga, A. (2022) · Espergesia · doi:10.18050/rev.espergesia.v9i2.2320
Levy, L. S., & Lowe, K. B. (2023) · Elsevier eBooks · doi:10.1016/b978-0-323-91497-0.00155-7
ประสบการณของนกจตวทยาการปรกษาทใหบรการผานชองทางออนไลน
บุญสิทธิ์วิจิตร, เ., เต้พันธ์, ณ., & อารีกิจ, พ. (2021) · doi:10.58837/chula.the.2021.574
Staccini, L., Cavadini, D., Gravagnuolo, R., Olivetti, E., Bongiovanni, C., Calati, R., Madeddu, F., Mandelli, L., & Porcelli, S. (2023) · QUADERNI DI PSICOTERAPIA COGNITIVA · doi:10.3280/qpc53-2023oa16934
Healthcare Professionals' Attitudes Towards Digital Technology to Support Their Mental Wellbeing
Bonello, S., & Buttiġieġ, S. C. (2024) · Advances in human resources management and organizational development book series · doi:10.4018/979-8-3693-5991-4.ch010
Auyeung, L., Mak, W. W. S., & Tsang, E. Z. (2024) · JMIR Formative Research · doi:10.2196/55450
“As compared to previous studies on the acceptance of digital mental health treatment services (eg, [19,67]), this study included both digital and nondigital options.”
Yukang, X., & Zhu, L. (2023) · Cambridge University Press eBooks · doi:10.1017/9781107165250.034
Serious Games in Mental Health Treatment
Huss, J. H., & Eichenberg, C. (2023) · Cambridge University Press eBooks · doi:10.1017/9781107165250.036
Some effects of COVID-19 pandemic on psychotherapy
Ilić, I. S. (2024) · Acta Clinica Croatica · doi:10.20471/acc.2024.63.01.20
Third-Order Cybernetics: Systemic Practices Go Digital
Borcsa, M., & Pomini, V. (2025) · European Family Therapy Association series · doi:10.1007/978-3-031-92225-1_1
Hsiao, F., Chen, Y.-J., Lin, K., Wang, Y.-C., & Liao, L. (2025) · Journal of Health Psychology · doi:10.1177/13591053251392564
“The internal consistency of the ETAM was shown to be strong, with Cronbach’s alpha values of 0.89 for the total scale, 0.83 for PU, and 0.87 for RA (Apolinário-Hagen et al., 2017).”
InfluentialBenz, F., Grolig, L., Hannibal, S., Buntrock, C., Cuijpers, P., Domschke, K., Ebert, D. D., Ell, J., Janneck, M., Jenkner, C., et al. (2024) · Figshare · doi:10.6084/m9.figshare.26731849
Mayer, G., Lemmer, D., von Koenigsmarck, B. G., Friederich, H., & Bauer, S. (2026) · Journal of Eating Disorders · doi:10.1186/s40337-025-01518-1
“In line with previous work [31], mean scores 1.5 (a median score of 0 or 1) were defined as negative, values between 1.5 and 2.49 (median score of 2) as neutral, and scores ≥ 2.5 (median scores of 3 or 4) as positive attitudes toward guided internet interventions.”
InfluentialPreferences for e-Mental Health Interventions in Germany: A Discrete Choice ExperimentPreprint
Himmler, S., & Phillips, E. A. (2021) · OSF Preprints (OSF Preprints)
Zwilling, M., Klein, G., Barak, S., Shtainmetz, N., Tesler, R., & Zigdon, A. (2026) · Journal of Medical Internet Research · doi:10.2196/91484
“Factors were identified based on eigenvalues greater than 1 [49,50].”
Claes, S., Vandepitte, S., Clays, E., & Annemans, L. (2026) · BMC Psychology · doi:10.1186/s40359-026-05013-3
“More favorable attitudes are associated with prior experience, greater knowledge, expected benefits, and perceived convenience of e-mental health [23, 26].”
Influentialla Rosa-Gómez, A. D., Valencia, P. D., Rodríguez, A. D., Valerio, E. B., Gil-Bernal, F. D. M. E., & Flores-Plata, L. A. (2026) · Journal of Technology in Behavioral Science · doi:10.1007/s41347-026-00714-3
Coverdale, G., Kuzminski, R., Magiati, I., Perry, Y., Badcock, N. A., & Alvares, G. A. (2026) · Research in Autism · doi:10.1016/j.reia.2026.203044
- Authors
- Apolinário-Hagen, J., Vehreschild, V., & Alkoudmani, R. M.
- Affiliations
- FernUniversität in Hagen (DE)
- International Islamic University Malaysia (MY)
- Corresponding author
- Apolinário-Hagen, Jennifer
- Venue
- JMIR Mental Health
- Publisher
- JMIR Publications Inc.
- Published
- 2017-02-23
- Volume
- 4
- Issue
- 1
- Pages
- e8
- ISSN
- 2368-7959 (ISSN-L)
- PMC
- PMC5378055
- OpenAlex
- W2591368092
- Cited by
- 90
- References
- 69
- Citations by year
- 2026: 5 · 2025: 4 · 2024: 11 · 2023: 12 · 2022: 11 · 2021: 13 · 2020: 12 · 2019: 10 · 2018: 9 · 2017: 2 · 2016: 1
- FWCI
- 10.33
- Type
- journal article
- Language
- en
- Open access
- gold
- doi.org
- Licence
- cc-by
- Locations
- JMIR Mental Health (publishedVersion, cc-by)
- PubMed Central (publishedVersion, cc-by)
- PubMed (publishedVersion)
- Topics
- Social Sciences › Psychology › Applied Psychology › Digital Mental Health Interventions
- Health Sciences › Medicine › Public Health, Environmental and Occupational Health › Telemedicine and Telehealth Implementation
- Social Sciences › Psychology › Social Psychology › Mental Health Treatment and Access
- Keywords
- e-mental health, internet-based psychotherapy, public attitudes, help-seeking, perceived stress, access to mental health care, helplessness
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