Ariana Modirrousta-Galian, Philip A Higham, Tina Seabrooke
{"title":"Effects of inductive learning and gamification on news veracity discernment.","authors":"Ariana Modirrousta-Galian, Philip A Higham, Tina Seabrooke","doi":"10.1037/xap0000458","DOIUrl":null,"url":null,"abstract":"<p><p>This preregistered study tests a novel psychological intervention to improve news veracity discernment. The main intervention involved inductive learning (IL) training (i.e., practice discriminating between multiple true and fake news exemplars with feedback) with or without gamification. Participants (<i>N</i> = 282 Prolific users) were randomly assigned to either a gamified IL intervention, a nongamified version of the same IL intervention, a no-treatment control group, or a Bad News intervention, a notable web-based game designed to tackle online misinformation. Following the intervention (if applicable), all participants rated the veracity of a novel set of news headlines. We hypothesized that the gamified intervention would be the most effective for improving news veracity discernment, followed by its nongamified equivalent, then Bad News, and finally the control group. The results were analyzed with receiver-operating characteristic curve analyses, which have previously never been applied to news veracity discernment. The analyses indicated that there were no significant differences between conditions and the Bayes factor indicated very strong evidence for the null. This finding raises questions about the effectiveness of current psychological interventions and contradicts prior research that has supported the efficacy of Bad News. Age, gender, and political leaning all predicted news veracity discernment. (PsycInfo Database Record (c) 2023 APA, all rights reserved).</p>","PeriodicalId":48003,"journal":{"name":"Journal of Experimental Psychology-Applied","volume":"29 3","pages":"599-619"},"PeriodicalIF":2.7000,"publicationDate":"2023-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of Experimental Psychology-Applied","FirstCategoryId":"102","ListUrlMain":"https://doi.org/10.1037/xap0000458","RegionNum":3,"RegionCategory":"心理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"2023/3/2 0:00:00","PubModel":"Epub","JCR":"Q2","JCRName":"PSYCHOLOGY, APPLIED","Score":null,"Total":0}
引用次数: 0
Abstract
This preregistered study tests a novel psychological intervention to improve news veracity discernment. The main intervention involved inductive learning (IL) training (i.e., practice discriminating between multiple true and fake news exemplars with feedback) with or without gamification. Participants (N = 282 Prolific users) were randomly assigned to either a gamified IL intervention, a nongamified version of the same IL intervention, a no-treatment control group, or a Bad News intervention, a notable web-based game designed to tackle online misinformation. Following the intervention (if applicable), all participants rated the veracity of a novel set of news headlines. We hypothesized that the gamified intervention would be the most effective for improving news veracity discernment, followed by its nongamified equivalent, then Bad News, and finally the control group. The results were analyzed with receiver-operating characteristic curve analyses, which have previously never been applied to news veracity discernment. The analyses indicated that there were no significant differences between conditions and the Bayes factor indicated very strong evidence for the null. This finding raises questions about the effectiveness of current psychological interventions and contradicts prior research that has supported the efficacy of Bad News. Age, gender, and political leaning all predicted news veracity discernment. (PsycInfo Database Record (c) 2023 APA, all rights reserved).
期刊介绍：
The mission of the Journal of Experimental Psychology: Applied® is to publish original empirical investigations in experimental psychology that bridge practically oriented problems and psychological theory. The journal also publishes research aimed at developing and testing of models of cognitive processing or behavior in applied situations, including laboratory and field settings. Occasionally, review articles are considered for publication if they contribute significantly to important topics within applied experimental psychology. Areas of interest include applications of perception, attention, memory, decision making, reasoning, information processing, problem solving, learning, and skill acquisition.
京公网安备 11010802042870号
京ICP备2023020795号-1
分享
求助内容：
应助结果提醒方式：
扫码关注我们
