Research graph
References from Cyber-pornography use among a sample of Chinese university students: utilizing machine learning and network analysis. Local targets link to admitted publications; unresolved targets remain external evidence.
Investigating links between Internet literacy, Internet use, and Internet addiction among Chinese youth and adolescents in the digital age.
10.3389/fpsyt.2023.1233303 · 2023 · External reference
The impact of internet pornography on adolescents: a review of the research.
10.1080/10720162.2012.660431 · 2012 · External reference
Online pornography use in adolescence: age and gender differences.
10.1080/17405629.2014.926808 · 2014 · External reference
‘I’m just curious and still exploring myself’: young people and pornography.
10.1177/1461444818759271 · 2018 · External reference
Sexting behaviors and cyber pornography addiction among adolescents: the moderating role of alcohol consumption.
10.1007/s13178-016-0234-0 · 2017 · External reference
Adolescents and pornography: a review of 20 years of research.
10.1080/00224499.2016.1143441 · 2016 · External reference
The nature and dynamics of internet pornography exposure for youth.
10.1089/cpb.2007.0179 · 2008 · External reference
Problematic pornography use and mental health: a systematic review.
10.1080/26929953.2024.2348624 · 2024 · External reference
Sleep and media use: a systematic review and meta-analysis.
2017 · External reference
Pornographic picture processing interferes with working memory performance.
10.1080/00224499.2012.716873 · 2013 · External reference
Pornography and depression: a longitudinal examination.
2020 · External reference
Prospective association of symptoms of depression and anxiety with pornography viewing frequency among young adults.
10.1007/s10508-024-03024-y · 2025 · External reference
Mind the gap: internet pornography exposure, influence and problematic viewing amongst emerging adults.
10.1007/s13178-022-00698-8 · 2023 · External reference
Pornography consumption and its effect on sexual performance in young men: urology point of view.
10.1111/ijun.12420 · 2024 · External reference
Early adolescent boys’ exposure to internet pornography: relationships to pubertal timing, sensation seeking, and academic performance.
10.1177/0272431614548069 · 2015 · External reference
Development of a new screening tool for cyber pornography: psychometric properties of the Cyber Pornography Addiction Test (CYPAT).
2018 · External reference
Problematic and non-problematic engagement in online sexual activities across the lifespan.
10.1016/j.chb.2021.106774 · 2021 · External reference
Prevalence of problematic pornography use: a meta-analysis.
10.1071/sh25054 · 2025 · External reference
Unresolved reference
External reference
Relationship between academic self-efficacy and internet sexual addiction: a multiple mediation model.
2018 · External reference
Pornographic media use and mental health problems in a large nationally representative sample of Chinese adolescents: the moderating effect of sexual knowledge and its sources.
10.1007/s13178-025-01112-9 · 2025 · External reference
Unresolved reference
External reference
Pornography addiction in adults: a systematic review of definitions and reported impact.
10.1016/j.jsxm.2016.03.002 · 2016 · External reference
Retrospect and prospect of China’s youth internet pornography research.
2019 · External reference
Is adolescents’ cyber dating violence perpetration related to problematic pornography use? The moderating role of hostile sexism.
10.1080/10410236.2024.2304495 · 2024 · External reference
Sex on the internet: observations and implications for internet sex addiction.
10.1080/00224490109552104 · 2001 · External reference
Adverse childhood experiences in persons with excessive and destructive online behaviour.
10.5817/cp2021-3-5 · 2021 · External reference
Explaining use of online pornography: a test of self-control theory and opportunities for deviance.
2006 · External reference
Low self-control and cybercrime: exploring the utility of the general theory of crime beyond digital piracy.
10.1016/j.chb.2014.01.040 · 2014 · External reference
Processes underlying the effects of adolescents’ use of sexually explicit internet material: the role of perceived realism.
10.1177/0093650210362464 · 2010 · External reference
Toward an experimental ecology of human development.
10.1037/0003-066x.32.7.513 · 1977 · External reference
Unresolved reference
External reference
Applying the ecological systems theory to better understand and prevent child sexual abuse.
10.1007/s12119-019-09629-z · 2020 · External reference
Understanding bullying and cyberbullying through an ecological systems framework: the value of qualitative interviewing in a mixed methods approach.
10.1007/s42380-022-00126-w · 2022 · External reference
A review of internet pornography use research: Methodology and content from the past 10 years.
10.1089/cyber.2010.0477 · 2012 · External reference
Peer attachment, sexual experiences, and risky online behaviors as predictors of sexting behaviors among undergraduate students.
10.1016/j.chb.2013.12.012 · 2014 · External reference
The associations between adolescents’ consumption of pornography and music videos and their sexting behavior.
10.1089/cyber.2014.0365 · 2014 · External reference
Trajectories of University of Ibadan undergraduates’ exposure to cyber pornography.
10.5590/jsbhs.2018.12.1.10 · 2018 · External reference
Adults and family as supportive of adolescent sexual development in the age of smartphones? Exploring cybersexual violence victimization, pornography use, and risky sexual behaviors.
10.1007/s10508-023-02618-2 · 2023 · External reference
Internet pornography use and sexual motivation: a systematic review and integration.
10.1080/23808985.2019.1584045 · 2019 · External reference
Why do people watch pornography? The motivational basis of pornography use.
10.1037/adb0000603 · 2021 · External reference
Predictors of pornography use: difficulties in emotion regulation and loneliness.
10.1016/j.jsxm.2022.01.005 · 2022 · External reference
Relationship of core self-evaluations traits–self-esteem, generalized self-efficacy, locus of control, and emotional stability–with job satisfaction and job performance: a meta-analysis.
10.1037/0021-9010.86.1.80 · 2001 · External reference
Does peer alienation accelerate cyber deviant behaviors of adolescents? The mediating role of core self-evaluation and the moderating role of parent-child relationship and gender.
10.1007/s12144-021-01471-7 · 2023 · External reference
Gender, sexual affect, and motivations for internet pornography use.
10.1080/19317610802240154 · 2008 · External reference
Gender differences in implicit exposure to cyber-pornography.
10.1080/00224545.2020.1719963 · 2020 · External reference
Machine learning: trends, perspectives, and prospects.
10.1126/science.aaa8415 · 2015 · External reference
Machine learning algorithms: a review.
2019 · External reference
Mastering model selection for AI/ML Models.
10.37745/ejcsit.2013/vol13n145567 · 2025 · External reference
A machine learning-based triage methodology for automated categorization of digital media.
10.1016/j.diin.2013.01.001 · 2013 · External reference
Twitter pornography multilingual content identification based on machine learning.
10.1016/j.procs.2017.10.024 · 2017 · External reference
Predicting criminal offence in adolescents who exhibit antisocial behaviour: a machine learning study using data from a large randomised controlled trial of multisystemic therapy.
10.1007/s00787-024-02592-7 · 2025 · External reference
Online problem gambling: a comparison of casino players and sports bettors via predictive modeling using behavioral tracking data.
10.1007/s10899-020-09964-z · 2021 · External reference
Uncovering the most robust predictors of problematic pornography use: a large-scale machine learning study across 16 countries.
10.1037/abn0000913 · 2024 · External reference
10.1145/2939672.2939785
10.1145/2939672.2939785 · External reference
Identifying careless responses in survey data.
10.1037/a0028085 · 2012 · External reference
The predictive validity of multiple-item versus single-item measures of the same constructs.
10.1509/jmkr.44.2.175 · 2007 · External reference
Using single-item measures for construct measurement in management research: conceptual issues and application guidelines.
2009 · External reference
Normalizing the use of single-item measures: validation of the single-item compendium for organizational psychology.
10.1007/s10869-022-09813-3 · 2022 · External reference
Reliability and validity testing of a single-item physical activity measure.
10.1136/bjsm.2009.068395 · 2011 · External reference
Unresolved reference
External reference
Effect of boredom proneness on online deviant behaviors in undergraduates: mediating role of negative online experience.
2016 · External reference
The relationship between juvenile cyber-deviance and bad peers.
2023 · External reference
How online basic psychological need satisfaction influences self-disclosure online among Chinese adolescents: moderated mediation effect of exhibitionism and narcissism.
10.3389/fpsyg.2016.01279 · 2016 · External reference
Bullying and Ostracism Screening Scales (BOSS): development and applications.
10.1080/02739615.2012.720962 · 2012 · External reference
Mechanisms of moral disengagement in the exercise of moral agency.
10.1037/0022-3514.71.2.364 · 1996 · External reference
An English-language adaptation of the Interpersonal Trust Short Scale (KUSIV3).
10.1186/s42409-020-00016-1 · 2020 · External reference
Development and validation of an internationally reliable short-form of the Positive and Negative Affect Schedule (PANAS).
10.1177/0022022106297301 · 2007 · External reference
Rapid assessment of well-being: the Short Depression-Happiness Scale (SDHS).
10.1348/1476083042555406 · 2004 · External reference
A novel approach to explain the black-box nature of machine learning in compressive strength predictions of concrete using Shapley additive explanations (SHAP).
10.1016/j.cscm.2022.e01059 · 2022 · External reference
Feature selection strategies: a comparative analysis of SHAP-value and importance-based methods.
10.1186/s40537-024-00905-w · 2024 · External reference
Fighting the obscene, pornographic, and unhealthy—an analysis of the nature, extent, and regulation of China’s online pornography within a global context.
10.1007/s10611-012-9380-3 · 2012 · External reference
Challenges and countermeasures in combating cybercrime.
2023 · External reference
Porn and sex education, porn as sex education.
10.1080/23268743.2013.863654 · 2014 · External reference
Unraveling the impact of cyberporn motivations on mental health: insights from Chinese college students.
10.1186/s40359-025-02901-y · 2025 · External reference
Understanding differences in problematic pornography use: considerations for gender and sexual orientation.
10.1016/j.jsxm.2022.05.144 · 2022 · External reference
Contemporary perspectives on the sexual psychology of traditional Chinese women.
2011 · External reference
Self-regulation deficiencies and perceived problematic online pornography use among young Chinese women: the role of self-acceptance.
10.1016/j.chb.2024.108459 · 2025 · External reference
Loneliness, pornography use, problematic pornography use, and compulsive sexual behavior.
10.1007/s40429-023-00516-0 · 2023 · External reference
Internet pornography and loneliness: an association?
10.1080/10720160590933653 · 2005 · External reference
Moral disengagement in the perpetration of inhumanities.
10.1207/s15327957pspr0303_3 · 1999 · External reference
Unresolved reference
External reference
Online-learning and peer pressure as predictors of internet pornographic addiction among adolescents.
2022 · External reference
Peer-to-peer sharing on the internet: an analysis of how gnutella networks are used to distribute pornographic material.
2002 · External reference
Is scrupulosity behind the relationship between problematic pornography viewing and depression, anxiety, and stress?
10.1080/10720162.2019.1567410 · 2018 · External reference
Problematic pornography use and psychological distress: a longitudinal study in a large US sample.
10.1016/j.addbeh.2025.108398 · 2025 · External reference
A matter of low self-control? Exploring differences between child pornography possessors and child pornography producers/distributers using self-control theory.
10.1177/1079063214557173 · 2016 · External reference
Low self-control, deviant peer associations, and juvenile cyberdeviance.
10.1007/s12103-011-9117-3 · 2012 · External reference
Family and parental factors related to pornography use and problematic pornography use among adolescents and young adults.
10.1007/s40429-025-00653-8 · 2025 · External reference
Unresolved reference
External reference
Parents’ psychopathology promotes the adoption of ineffective pornography-related parenting mediation strategies.
10.1080/0092623x.2020.1835759 · 2021 · External reference
Ripples from early life? Examining links between pornography use, psychological outcomes, and parenting style.
10.1007/s12119-025-10443-z · 2026 · External reference
Unfair teachers, unhappy students: longitudinal associations of perceived teacher relational unfairness with adolescent peer aggression and school satisfaction.
10.3389/fpsyg.2024.1321050 · 2024 · External reference
Perceived teacher unfairness, instrumental goals, and bullying behavior in early adolescence.
10.1177/0886260513511694 · 2014 · External reference
Self-perceived problematic pornography use: an integrative model from a research domain criteria and ecological perspective.
10.1007/s12119-019-09680-w · 2020 · External reference
