1. Abstract
The Cyberbullying Coping Questionnaire (CCQ) is a standardized self-report psychometric instrument designed to evaluate the multifaceted cognitive, behavioral, emotional, and social strategies deployed by children, adolescents, and emerging adults to mitigate, manage, or adapt to online harassment and cyber victimization. Developed by Niels C. L. Jacobs, Trijntje Völlink, Francine Dehue, and Lilian Lechner in 2015, the instrument emerged in response to the theoretical and empirical shortcomings of applying traditional face-to-face bullying coping measures to digital contexts. The initial item pool of the CCQ comprises 35 items that assess a broad array of potential coping responses. Through extensive exploratory and confirmatory factor analytic procedures, the authors isolated core valid dimensions of cyberbullying coping, most notably Mental Coping, Passive Coping, Social Coping, and Confrontational Coping.
Responses are recorded on a five-point Likert-type frequency scale ranging from 1 (“never”) to 5 (“almost always”). Psychometric evaluations conducted across Dutch adolescent and youth cohorts have demonstrated adequate to strong internal consistency reliability, with Cronbach’s alpha coefficients across core factors spanning from .68 to .73, accompanied by robust test-retest reliability correlations ranging from .47 to .74 over a multi-week interval. Construct validity has been corroborated through significant associations with standardized general coping inventories, cyber victimization severity indices, depressive symptomatology, and self-efficacy metrics. The CCQ serves as a critical diagnostic and evaluative tool for developmental psychologists, educational researchers, school counselors, and digital well-being intervention designers seeking to foster resilient behavioral repertoires in an increasingly mediated youth culture.
2. Keywords
Cyberbullying, Cyberbullying Coping Questionnaire, CCQ, coping strategies, cyber victimization, adolescent mental health, cognitive appraisal, online harassment, psychometrics, peer aggression
3. Authors
The Cyberbullying Coping Questionnaire was conceptualized, developed, and validated by a multidisciplinary team of behavioral scientists and health psychologists at the Open University of the Netherlands:
- Niels C. L. Jacobs, PhD — Faculty of Psychology and Educational Sciences, Open University of the Netherlands, Heerlen, The Netherlands. Specializes in youth online risk behaviors, cyberbullying interventions, and digital coping mechanisms.
- Trijntje Völlink, PhD — Department of Psychology, Open University of the Netherlands. Prominent scholar in youth cyber victimization, digital stress, and evidence-based anti-bullying school curricula.
- Francine Dehue, PhD — Faculty of Psychology, Open University of the Netherlands. Leading researcher on the social and psychological determinants of cyberbullying perpetration and victim adaptation.
- Lilian Lechner, PhD — Professor of Health Psychology, Faculty of Psychology, Open University of the Netherlands. Expert in health behavior change, cognitive-behavioral theoretical modeling, and longitudinal survey methodology.
4. Purpose
The overarching purpose of the Cyberbullying Coping Questionnaire (CCQ) is to provide an empirically grounded, psychometrically validated metric specifically tailored to capture how victims navigate digital interpersonal hostility. As the proliferation of smartphones, social media networking platforms, and instant messaging environments fundamentally altered peer dynamics over the past two decades, researchers recognized that traditional models of bullying coping failed to fully encompass the unique technological affordances of cyberbullying. Digital harassment possesses distinctive features, including perpetrator anonymity, the absence of immediate physical confrontation, 24/7 pervasive accessibility, viral publicity, and the permanent digital footprint of defamatory material. Consequently, victims cannot simply walk away or deploy conventional avoidance techniques that function in physical schoolyards.
In research contexts, the CCQ provides developmental and social psychologists with an objective measurement tool to delineate functional versus dysfunctional coping trajectories. Rather than conceptualizing coping as a monolithic or static personality trait, the CCQ operationalizes coping as a dynamic, context-specific transactional process. Researchers utilize the instrument to model structural equations investigating how dispositional factors (such as emotional resilience, trait anxiety, and self-esteem) and situational variables (such as harassment frequency, platform modality, and anonymity level) predict specific coping responses, which subsequently mediate mental health outcomes including depressive symptoms, academic disengagement, and suicidal ideation.
From an applied clinical and educational standpoint, the CCQ functions as a needs assessment and outcome evaluation metric. School psychologists and pediatric clinicians use the inventory to identify young people relying predominantly on maladaptive strategies, such as internal rumination, passive resignation, or aggressive counter-retaliation. Furthermore, the questionnaire provides educational interventionists with baseline and post-intervention benchmarks to quantify the efficacy of digital citizenship programs and cyberbullying prevention curricula designed to promote active problem-solving, cognitive reframing, evidence preservation, and formal social help-seeking.
5. Psychological Construct
The psychological construct operationalized by the CCQ is cyberbullying coping, defined as the cognitive, affective, and behavioral efforts exerted by an individual to master, tolerate, reduce, or minimize the demands and conflicts engendered by electronic peer victimization. Grounded in contemporary coping frameworks, the CCQ captures both the intentionality and the behavioral modality of the victim’s efforts. The instrument’s items address distinct yet interrelated sub-dimensions:
Mental Coping
Mental Coping encompasses internal cognitive restructuring, self-distraction, rationalization, and direct cognitive problem-solving efforts. Unlike purely avoidant cognitive processes, mental coping within the CCQ reflects both problem-focused cognitive planning and positive reappraisal. Individuals scoring high on this dimension engage in conscious efforts to understand the problem, downplay its emotional threat by comparing their circumstances favorably to worse scenarios, remind themselves of personal resilience, or actively redirect their attentional resources away from the harassment toward constructive or neutral stimuli. Exemplar indicators include focusing on solving the problem immediately (Item 3), downward social comparisons (Item 5), cognitive suppression (Item 9), searching for new cessation methods (Item 11), and causal attribution analysis (Item 18).
Passive Coping
Passive Coping, frequently aligned with disengagement or non-action, involves behavioral inaction, emotional resignation, and waiting for the cyberbullying to spontaneously run its course. In digital environments, passivity represents a nuanced construct; while deliberate non-response can sometimes starve online aggressors of the social reinforcement or emotional reaction they seek, chronic passive resignation without supportive intervention often correlates with helplessness. The CCQ measures this through behaviors such as letting the harassment unfold without intervening (Item 17), waiting for cessation (Item 1), acting as though nothing occurred (Item 19), and relying on wishful thinking that the cyberbullying will resolve itself (Item 23).
Social Coping
Social Coping involves mobilizing interpersonal resources, communicative networks, and formal support systems to manage the cyber victimization incident. This dimension spans both emotion-focused social support (such as seeking empathy, validation, and comfort from trusted peers or family members) and instrumental social support (such as requesting technological intervention from school authorities, platform administrators, or parents, and archiving forensic evidence to substantiate complaints). Within the validated factor structure, core items emphasize discussing the harassment with trusted confidants (Item 24), preserving digital evidence such as screenshots and communication logs (Item 26), and seeking explicit adult or peer assistance (Item 29).
Confrontational Coping
Confrontational Coping represents active, externally directed, and assertive or aggressive responses directed toward the cyberbully. This construct captures direct verbal boundary-setting as well as potential escalation. It gauges the degree to which a victim actively confronts the perpetrator online to articulate distress or demand that the hostility cease. Key indicators within this factor include telling the aggressor that their behavior is bothersome (Item 6), issuing direct verbal demands to halt the harassment (Item 31), and explicitly displaying irritation or anger toward the perpetrator (Item 35).
6. Theoretical Framework
The conceptual architecture of the Cyberbullying Coping Questionnaire is anchored primarily in the Transactional Model of Stress and Coping formulated by Richard S. Lazarus and Susan Folkman (1984). According to this paradigm, psychological stress is experienced when an individual perceives an environmental demand as taxing or exceeding their available personal and social resources. The process unfolds across two essential stages:
- Primary Appraisal: The victim evaluates the cyberbullying encounter regarding its personal significance, categorizing it as irrelevant, benign-positive, or stressful (representing harm/loss, threat, or challenge).
- Secondary Appraisal: The individual assesses their coping options, personal control, available technological affordances (e.g., blocking features, privacy settings), and potential social resources.
Lazarus and Folkman historically bifurcated coping actions into problem-focused coping (aimed at directly altering the stressful environment) and emotion-focused coping (aimed at regulating the affective distress associated with the stressor). Jacobs and colleagues expanded this classical dichotomy by incorporating insights from developmental psychopathology and modern digital communications research. They recognized that in cyberspace, coping is heavily shaped by the structural affordances of digital communication media, as conceptualized in technological affordance theory. Online affordances—such as persistence, replicability, scalability, and searchability (boyd, 2014)—alter the transactional dynamics of coping.
Furthermore, the CCQ integrates principles from the Cognitive Appraisal Theory and the Resource Conservation Framework (Hobfoll, 1989). When targets of cyberbullying encounter systemic public disparagement, their psychological capital, social reputation, and emotional security are threatened. Coping strategies captured by the CCQ represent behavioral manifestations designed to prevent further resource depletion (e.g., passive ignoring, cognitive reframing) or actively reclaim control over their digital ecology (e.g., confrontational boundary-setting, instrumental evidence preservation, and social mobilization).
7. Validity
The psychometric validity of the Cyberbullying Coping Questionnaire has been evaluated across exploratory, confirmatory, and criterion-related methodologies:
Construct and Factorial Validity
During the original validation phase by Jacobs et al. (2015), the structural validity of the CCQ was examined in cohorts of primary and secondary school students. Exploratory factor analyses revealed clear latent dimensions that aligned with theoretical expectations. Confirmatory factor analysis (CFA) demonstrated acceptable goodness-of-fit indices for the distinct factor models representing mental, passive, social, and confrontational strategies, confirming that the subscales measure distinct behavioral and cognitive strategies rather than a generalized, undifferentiated response tendency.
Convergent and Discriminant Validity
Convergent validity was established by benchmarking the CCQ subscales against generalized adolescent coping measures, such as the Utrecht Coping List for Adolescents (UCL-A) and the Coping Strategy Indicator (CSI). The CCQ Social Coping subscale demonstrated robust, statistically significant positive correlations with generic measures of social support-seeking (r > .55, p < .001). Conversely, the Passive Coping subscale demonstrated significant positive associations with depressive symptomatology, perceived victimization distress, and negative affect, while showing divergent, negative correlations with generalized self-efficacy and active problem-solving scales.
Criterion and Predictive Validity
The CCQ has documented strong predictive utility regarding psychological well-being and victimization duration. Longitudinal and cross-sectional investigations show that reliance on active cognitive restructuring (Mental Coping) and proactive instrumental support (Social Coping) serves as a significant protective buffer against cyberbullying-induced emotional distress, social anxiety, and academic decline. Conversely, disproportionate reliance on purely confrontational retaliation or helpless passive waiting predicts continued victimization and heightened emotional distress.
8. Reliability
The Cyberbullying Coping Questionnaire exhibits solid internal consistency and temporal stability across diverse adolescent samples:
Internal Consistency Reliability
In the foundational validation study by Jacobs, Völlink, Dehue, and Lechner (2015), the reliability parameters for the four core established coping subscales were rigorously documented:
- Mental Coping (5 items: 3, 5, 9, 11, 18): Cronbach’s α = .70
- Passive Coping (6 items: 1, 17, 19, 23, 27, 28): Cronbach’s α = .73
- Social Coping (3 items: 24, 26, 29): Cronbach’s α = .73
- Confrontational Coping (3 items: 6, 31, 35): Cronbach’s α = .68
Although the confrontational subscale presents an alpha slightly below the traditional .70 threshold, this is common in short three-item subscales where narrow item volume intentionally minimizes participant fatigue while maximizing specific construct coverage.
Test-Retest Stability
Temporal stability assessments conducted across a multi-week retest window confirmed adequate reliability across time:
- Mental Coping: Test-retest correlation r = .65 (p < .001)
- Passive Coping: Test-retest correlation r = .47 (p < .001)
- Social Coping: Test-retest correlation r = .74 (p < .001)
- Confrontational Coping: Test-retest correlation r = .60 (p < .001)
The moderate stability coefficient for passive coping (r = .47) reflects the situational fluctuation inherent to digital peer dynamics, wherein victims adjust their passive disengagement based on shifting harassment intensity.
9. Factor Analysis
The dimensional architecture of the CCQ was identified through rigorous psychometric modeling. The authors initiated the scale development process with an extensive exploratory qualitative phase involving focus group interviews with victimized adolescents (Jacobs et al., 2015), which generated an initial operational pool of 35 distinct coping behaviors.
Subsequently, principal component analyses (PCA) and exploratory factor analyses (EFA) with oblique (Oblimin) rotations were conducted to accommodate expected inter-factor correlations among diverse coping modalities. The factor extraction criteria were established utilizing Kaiser’s eigenvalue rule (eigenvalues > 1.0), inspection of the scree plot, and parallel analysis. Factor loadings for retained items exceeded standard psychometric cutoffs (> .40), with minimal cross-loadings onto non-target factors (< .25).
The structural configuration derived from the empirical analyses consolidated into four psychometrically sound core factors consisting of 17 clean-loading items:
- Factor 1: Passive Coping (Items 1, 17, 19, 23, 27, 28) — Accounted for substantial common variance, with items clustering heavily around non-responsiveness, cognitive ignoring, and natural cessation expectations.
- Factor 2: Mental Coping (Items 3, 5, 9, 11, 18) — Grouped strategies centered on cognitive problem-solving, cognitive restructuring, and causal sense-making.
- Factor 3: Social Coping (Items 24, 26, 29) — Clustered around social support-seeking from formal and informal channels and pragmatic evidence preservation.
- Factor 4: Confrontational Coping (Items 6, 31, 35) — Defined by direct, assertive, and overt communication toward the perpetrator demanding cessation.
The full 35-item inventory provides researchers with a descriptive assessment of broader exploratory behaviors (such as technological blocking, retaliation, and internal emotional venting), while the four identified subscales offer reliable composite indices suitable for structural equation modeling (SEM) and multivariate hypothesis testing.
10. Instrument / Measurement Tool
The formal structural and administrative characteristics of the Cyberbullying Coping Questionnaire are summarized below:
- Instrument Name: Cyberbullying Coping Questionnaire (CCQ)
- Construct Assessed: Cognitive, behavioral, social, and emotional coping strategies deployed in response to online harassment and cyber victimization
- Target Population: Children, adolescents, and emerging adults (ages 10 to 25 years); adaptable for broader digital user populations
- Administration Format: Self-report questionnaire; available for paper-and-pencil or computerized/online administration
- Total Item Count: 35 items in the comprehensive operational questionnaire; includes a 17-item core factor-validated subscale model
- Response Scale: 5-point Likert-type frequency scale:
- 1 = Never
- 2 = Sometimes
- 3 = Regularly
- 4 = Often
- 5 = Almost always
- Core Subscale Designations:
- Mental Coping: Items 3, 5, 9, 11, 18
- Passive Coping: Items 1, 17, 19, 23, 27, 28
- Social Coping: Items 24, 26, 29
- Confrontational Coping: Items 6, 31, 35
- Scoring Procedures: Subscale scores are calculated by computing the arithmetic mean or the raw sum of the corresponding items within each dimension. Higher scores denote greater frequency of employing that specific coping modality. There is no composite total score, as coping strategies are functionally distinct rather than compensatory.
- Administration Time: Approximately 8 to 12 minutes for the complete 35-item questionnaire.
11. Permissions & Fee and Test Year
The Cyberbullying Coping Questionnaire was developed and published in 2015 by Niels C. L. Jacobs, Trijntje Völlink, Francine Dehue, and Lilian Lechner. The primary validation paper was published in the open-access peer-reviewed journal Societies (MDPI) under the Creative Commons Attribution (CC BY 4.0) license. Consequently, the CCQ is an open-access, royalty-free psychometric instrument.
Researchers, educators, and clinicians are permitted to use, reproduce, adapt, and administer the instrument for academic, educational, and clinical evaluation purposes without payment of licensing fees, provided that appropriate academic attribution is accorded to the original authors. Commercial redistribution or incorporation into proprietary paid diagnostic software suites typically requires written permission from the corresponding authors and the copyright holders.
12. References
Below are primary academic references documenting the theoretical development, validation, and empirical application of the Cyberbullying Coping Questionnaire:
- boyd, d. (2014). It’s Complicated: The Social Lives of Networked Teens. Yale University Press. https://doi.org/10.12987/9780300199000
- Hobfoll, S. E. (1989). Conservation of resources: A new attempt at conceptualizing stress. American Psychologist, 44(3), 513–524. https://doi.org/10.1037/0003-066X.44.3.513
- Jacobs, N. C. L., Goossens, L., Dehue, F., Völlink, T., & Lechner, L. (2015). Dutch cyberbullying victims’ experiences, perceptions, attitudes and motivations related to (coping with) cyberbullying: Focus group interviews. Societies, 5(1), 43–64. https://doi.org/10.3390/soc5010043
- Jacobs, N. C. L., Völlink, T., Dehue, F., & Lechner, L. (2015). The development of a self-report questionnaire on coping with cyberbullying: The Cyberbullying Coping Questionnaire. Societies, 5(2), 460–491. https://doi.org/10.3390/soc5020460
- Lazarus, R. S., & Folkman, S. (1984). Stress, Appraisal, and Coping. Springer Publishing Company.
- Price, M., & Dalgleish, J. (2010). Cyberbullying: Experiences, impacts and coping strategies as described by Australian young people. Youth Studies Australia, 29(2), 51–59.