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      The relationship between childhood trauma and internet addiction in adolescents: A meta-analysis

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          Abstract

          Objective

          Many studies have explored the relationship between childhood trauma and internet addiction from different theoretical perspectives; however, the results have been inconsistent. The purpose of this meta-analysis was to examine the relationship between childhood trauma and internet addiction.

          Methods

          The PubMed, Web of Science, Embase, CNKI, Wanfang and VIP electronic databases were searched to identify studies examining the correlation between childhood trauma and adolescent internet addiction. The databases were searched from inception to December 31, 2022. Two researchers independently screened the literature, extracted the data, and evaluated the risk of bias of the included studies. Then, Stata 17.0 software was used to perform meta-analysis.

          Results

          This study was registered on PROSPERO (CRD42023388699). A total of 19 studies involving 21,398 adolescents were included in this meta-analysis. The random effects model was used for pooled analysis, and the results revealed a strong positive association between childhood trauma and internet addiction ( r = 0.395, 95% CI [0.345, 0.442]). The relationship between childhood trauma and internet addiction was moderated by sample size, survey area, and internet addiction measurement tools. There were significant differences between the associations based on the various child trauma measurement tools and study quality scores. However, interstudy heterogeneity was not significantly affected by study year, sample source, or participant age.

          Conclusion

          Internet addiction is positively correlated with childhood trauma. Therefore, it is extremely important for parents to provide a good growth environment during childhood to enhance the physical and mental development of adolescents. A warm family atmosphere helps individuals develop a healthy personality, thereby reducing or preventing the occurrence of internet addiction. Due to the limited number and low quality of the included studies, the above conclusions need to be verified by additional high-quality studies.

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          Most cited references75

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          The PRISMA 2020 statement: an updated guideline for reporting systematic reviews

          The Preferred Reporting Items for Systematic reviews and Meta-Analyses (PRISMA) statement, published in 2009, was designed to help systematic reviewers transparently report why the review was done, what the authors did, and what they found. Over the past decade, advances in systematic review methodology and terminology have necessitated an update to the guideline. The PRISMA 2020 statement replaces the 2009 statement and includes new reporting guidance that reflects advances in methods to identify, select, appraise, and synthesise studies. The structure and presentation of the items have been modified to facilitate implementation. In this article, we present the PRISMA 2020 27-item checklist, an expanded checklist that details reporting recommendations for each item, the PRISMA 2020 abstract checklist, and the revised flow diagrams for original and updated reviews.
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            Measuring inconsistency in meta-analyses.

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              Quantifying heterogeneity in a meta-analysis.

              The extent of heterogeneity in a meta-analysis partly determines the difficulty in drawing overall conclusions. This extent may be measured by estimating a between-study variance, but interpretation is then specific to a particular treatment effect metric. A test for the existence of heterogeneity exists, but depends on the number of studies in the meta-analysis. We develop measures of the impact of heterogeneity on a meta-analysis, from mathematical criteria, that are independent of the number of studies and the treatment effect metric. We derive and propose three suitable statistics: H is the square root of the chi2 heterogeneity statistic divided by its degrees of freedom; R is the ratio of the standard error of the underlying mean from a random effects meta-analysis to the standard error of a fixed effect meta-analytic estimate, and I2 is a transformation of (H) that describes the proportion of total variation in study estimates that is due to heterogeneity. We discuss interpretation, interval estimates and other properties of these measures and examine them in five example data sets showing different amounts of heterogeneity. We conclude that H and I2, which can usually be calculated for published meta-analyses, are particularly useful summaries of the impact of heterogeneity. One or both should be presented in published meta-analyses in preference to the test for heterogeneity. Copyright 2002 John Wiley & Sons, Ltd.
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                Author and article information

                Contributors
                Journal
                J Behav Addict
                J Behav Addict
                JBA
                Journal of Behavioral Addictions
                Akadémiai Kiadó (Budapest )
                2062-5871
                2063-5303
                09 February 2024
                March 2024
                : 13
                : 1
                : 36-50
                Affiliations
                [1 ]Institute of Nursing and Health, College of Nursing and Health, Henan University , Jinming Avenue, Kaifeng, Henan, 475004, China
                [2 ]Institute of Business Administration, School of Business, Henan University , Jinming Avenue, Kaifeng 475004, Henan, China
                Author notes
                [* ]Corresponding author. E-mail: kfccr@ 123456126.com
                Author information
                https://orcid.org/0000-0003-4896-707X
                https://orcid.org/0000-0002-0841-0050
                https://orcid.org/0009-0003-9733-4997
                https://orcid.org/0009-0003-7933-0976
                https://orcid.org/0000-0002-7843-2781
                https://orcid.org/0000-0002-6237-2999
                https://orcid.org/0000-0001-9125-1726
                Article
                10.1556/2006.2024.00001
                10988395
                38340148
                f536b58e-68be-41c3-b4f5-92618d122858
                © 2024 The Author(s)

                Open Access statement. This is an open-access article distributed under the terms of the Creative Commons Attribution-NonCommercial 4.0 International License ( https://creativecommons.org/licenses/by-nc/4.0/), which permits unrestricted use, distribution, and reproduction in any medium for non-commercial purposes, provided the original author and source are credited, a link to the CC License is provided, and changes – if any – are indicated.

                History
                : 22 May 2023
                : 24 September 2023
                : 15 December 2023
                : 01 January 2024
                : 04 January 2024
                Page count
                Figures: 4, Tables: 3, Equations: 4, References: 77, Pages: 15
                Funding
                Funded by: Graduate Education Reform and Quality Improvement Project of Henan Province
                Award ID: YJS2021AL074
                Funded by: Graduate Education Innovation and Quality Improvement Project of Henan University
                Award ID: SYL19060141
                Funded by: Planning and Decision Consultation Project of Henan Province
                Award ID: 2018JC38
                Categories
                Article

                childhood trauma,internet addiction,adolescents,meta-analysis

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