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This study aims to explore the interplay between behavioral and neural bases of the development of IGD, offering insights for possible prevention strategies.<\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec>\n                    <jats:title>Methods<\/jats:title>\n                    <jats:p>\n                      A large sample of young adults (\n                      <jats:italic>n<\/jats:italic>\n                      = 1,205, age (SD) = 18.80 (1.26)) was assessed for impulsivity, sensation seeking, and IGD tendency. Two year later, impulsivity and IGD tendency were evaluated again, to expose possible long-term effects. Resting-state MRI data were collected to measure the topological properties of functional networks through graph theory analysis, encompassing global efficiency, local efficiency, and degree centrality.\n                    <\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec>\n                    <jats:title>Results<\/jats:title>\n                    <jats:p>Sensation seeking was positively associated with impulsivity, which, in turn, was positively linked to IGD tendency. A cross-lagged effect between impulsivity and IGD tendency was evident over a two-year timeframe. Furthermore, whole-brain local efficiency was a positive predictor of impulsivity, with centrality and efficiency of the right thalamus, along with local efficiency of the right lingual gyrus, demonstrating positive correlations with IGD tendency.<\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec>\n                    <jats:title>Conclusion<\/jats:title>\n                    <jats:p>This study revealed that sensation seeking indirectly affects IGD tendency through impulsivity, which\u00a0also directly impacts IGD. Neural correlates of impulsivity included local efficiency, and of IGD\u00a0tendency,\u00a0included the right thalamus and lingual gyrus. These findings offer insights into IGD mechanisms and possible prevention approaches.<\/jats:p>\n                  <\/jats:sec>","DOI":"10.1556\/2006.2025.00063","type":"journal-article","created":{"date-parts":[[2025,8,16]],"date-time":"2025-08-16T15:45:26Z","timestamp":1755359126000},"page":"1343-1354","update-policy":"https:\/\/doi.org\/10.1556\/policypage.crossmark.crossref.2","source":"Crossref","is-referenced-by-count":4,"title":["How impulsivity and sensation seeking drive IGD tendency in healthy young adults: A\u00a0resting-state MRI study"],"prefix":"10.1556","volume":"14","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-5000-2168","authenticated-orcid":true,"given":"Jingzhen","family":"He","sequence":"first","affiliation":[{"name":"Faculty of Psychology, MOE Key Laboratory of Cognition and Personality, Southwest University, Chongqing, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-0396-1707","authenticated-orcid":true,"given":"Haichao","family":"Zhao","sequence":"additional","affiliation":[{"name":"Faculty of Psychology, MOE Key Laboratory of Cognition and Personality, Southwest University, Chongqing, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-2271-1287","authenticated-orcid":true,"given":"Xu","family":"Lei","sequence":"additional","affiliation":[{"name":"Faculty of Psychology, MOE Key Laboratory of Cognition and Personality, Southwest University, Chongqing, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-0269-5910","authenticated-orcid":true,"given":"Jiang","family":"Qiu","sequence":"additional","affiliation":[{"name":"Faculty of Psychology, MOE Key Laboratory of Cognition and Personality, Southwest University, Chongqing, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-9278-6474","authenticated-orcid":true,"given":"Tingyong","family":"Feng","sequence":"additional","affiliation":[{"name":"Faculty of Psychology, MOE Key Laboratory of Cognition and Personality, Southwest University, Chongqing, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-8888-5103","authenticated-orcid":true,"given":"Hong","family":"Chen","sequence":"additional","affiliation":[{"name":"Faculty of Psychology, MOE Key Laboratory of Cognition and Personality, Southwest University, Chongqing, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-6374-6382","authenticated-orcid":true,"given":"Ofir","family":"Turel","sequence":"additional","affiliation":[{"name":"School of Computing and Information Systems, The University of Melbourne, Melbourne 3010, Australia"},{"name":"Information Systems and Decision Sciences, California State University, Fullerton, Fullerton, CA\u00a092831, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-5127-2549","authenticated-orcid":true,"given":"Antoine","family":"Bechara","sequence":"additional","affiliation":[{"name":"Department of Psychology, University of Southern California, Los Angeles, CA 90089, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-6396-6273","authenticated-orcid":true,"given":"Qinghua","family":"He","sequence":"additional","affiliation":[{"name":"Faculty of Psychology, MOE Key Laboratory of Cognition and Personality, Southwest University, Chongqing, China"},{"name":"Southwest University Branch, Collaborative Innovation Center of Assessment toward Basic Education Quality, Chongqing, China"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"425","reference":[{"issue":"2","key":"B1","series-title":"PLoS Computational Biology","article-title":"Efficiency and cost of economical brain functional networks","volume":"3","author":"Achard, S.","year":"2007","unstructured":"Achard, S., & Bullmore, E. 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