Shaye-Ann M Hopkins, Rebecca M Rayburn-Reeves, Jan W Lindemans, Kathleen C O'Gorrman, Ian A Vandewalker, Caylin A Luebeck, Joseph J Sherlock
{"title":"政治技巧:通过主动和被动的工具教授政治技巧和辨别力。","authors":"Shaye-Ann M Hopkins, Rebecca M Rayburn-Reeves, Jan W Lindemans, Kathleen C O'Gorrman, Ian A Vandewalker, Caylin A Luebeck, Joseph J Sherlock","doi":"10.1093/pnasnexus/pgaf245","DOIUrl":null,"url":null,"abstract":"<p><p>In an age of information overload, misinformation poses a growing threat to democracy. Inoculation theory suggests that exposing individuals to manipulation techniques can help build resistance to misinformation and improve their ability to discern such content over time. However, little research has directly compared the effectiveness of active learning tools, such as gamified interventions, to passive learning methods, like informational guides, for enhancing the detection of misinformation within important public issues, such as elections and climate change. To address this gap, we designed two tools aimed at enhancing users' ability to recognize manipulation strategies used to disseminate misinformation: an interactive game (<i>Politricks</i>) and a passive learning-based guide, and compared the impact to a control condition (<i>Tetris</i>). Through two survey experiments (<i>N</i> = 1,035), we explored the effect on beliefs about election-related misinformation (study 1), and the transferability of these resources to climate change misinformation (study 2). Both learning tools significantly improved discernment and reduced engagement with manipulative content. While both interventions were almost equally effective, the tools had a stronger impact on election misinformation detection, compared to climate change misinformation. Notably, the <i>Politricks</i> game showed stronger discernment effects among individuals with lower initial discernment, particularly those with stronger beliefs in the inaccuracy of the 2020 election results and conservatives. These findings suggest that both active and passive tools can enhance discernment and resilience against misinformation. These results highlight the effectiveness of both active and passive learning tools across misinformation domains.</p>","PeriodicalId":74468,"journal":{"name":"PNAS nexus","volume":"4 8","pages":"pgaf245"},"PeriodicalIF":3.8000,"publicationDate":"2025-08-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12363667/pdf/","citationCount":"0","resultStr":"{\"title\":\"Politricks: Teaching political tricks and discernment through active and passive tools.\",\"authors\":\"Shaye-Ann M Hopkins, Rebecca M Rayburn-Reeves, Jan W Lindemans, Kathleen C O'Gorrman, Ian A Vandewalker, Caylin A Luebeck, Joseph J Sherlock\",\"doi\":\"10.1093/pnasnexus/pgaf245\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><p>In an age of information overload, misinformation poses a growing threat to democracy. Inoculation theory suggests that exposing individuals to manipulation techniques can help build resistance to misinformation and improve their ability to discern such content over time. However, little research has directly compared the effectiveness of active learning tools, such as gamified interventions, to passive learning methods, like informational guides, for enhancing the detection of misinformation within important public issues, such as elections and climate change. To address this gap, we designed two tools aimed at enhancing users' ability to recognize manipulation strategies used to disseminate misinformation: an interactive game (<i>Politricks</i>) and a passive learning-based guide, and compared the impact to a control condition (<i>Tetris</i>). Through two survey experiments (<i>N</i> = 1,035), we explored the effect on beliefs about election-related misinformation (study 1), and the transferability of these resources to climate change misinformation (study 2). Both learning tools significantly improved discernment and reduced engagement with manipulative content. While both interventions were almost equally effective, the tools had a stronger impact on election misinformation detection, compared to climate change misinformation. Notably, the <i>Politricks</i> game showed stronger discernment effects among individuals with lower initial discernment, particularly those with stronger beliefs in the inaccuracy of the 2020 election results and conservatives. These findings suggest that both active and passive tools can enhance discernment and resilience against misinformation. These results highlight the effectiveness of both active and passive learning tools across misinformation domains.</p>\",\"PeriodicalId\":74468,\"journal\":{\"name\":\"PNAS nexus\",\"volume\":\"4 8\",\"pages\":\"pgaf245\"},\"PeriodicalIF\":3.8000,\"publicationDate\":\"2025-08-08\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12363667/pdf/\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"PNAS nexus\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1093/pnasnexus/pgaf245\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"2025/8/1 0:00:00\",\"PubModel\":\"eCollection\",\"JCR\":\"Q2\",\"JCRName\":\"MULTIDISCIPLINARY SCIENCES\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"PNAS nexus","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1093/pnasnexus/pgaf245","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"2025/8/1 0:00:00","PubModel":"eCollection","JCR":"Q2","JCRName":"MULTIDISCIPLINARY SCIENCES","Score":null,"Total":0}
Politricks: Teaching political tricks and discernment through active and passive tools.
In an age of information overload, misinformation poses a growing threat to democracy. Inoculation theory suggests that exposing individuals to manipulation techniques can help build resistance to misinformation and improve their ability to discern such content over time. However, little research has directly compared the effectiveness of active learning tools, such as gamified interventions, to passive learning methods, like informational guides, for enhancing the detection of misinformation within important public issues, such as elections and climate change. To address this gap, we designed two tools aimed at enhancing users' ability to recognize manipulation strategies used to disseminate misinformation: an interactive game (Politricks) and a passive learning-based guide, and compared the impact to a control condition (Tetris). Through two survey experiments (N = 1,035), we explored the effect on beliefs about election-related misinformation (study 1), and the transferability of these resources to climate change misinformation (study 2). Both learning tools significantly improved discernment and reduced engagement with manipulative content. While both interventions were almost equally effective, the tools had a stronger impact on election misinformation detection, compared to climate change misinformation. Notably, the Politricks game showed stronger discernment effects among individuals with lower initial discernment, particularly those with stronger beliefs in the inaccuracy of the 2020 election results and conservatives. These findings suggest that both active and passive tools can enhance discernment and resilience against misinformation. These results highlight the effectiveness of both active and passive learning tools across misinformation domains.