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<td><span style="font-family:Helvetica, sans-serif; font-size:20px;font-weight:bold;">PsyPost – Psychology News</span></td>
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<td><a href="https://www.psypost.org/large-meta-analysis-links-tiktok-and-instagram-reels-to-poorer-cognitive-and-mental-health/" style="font-family:Helvetica, sans-serif; letter-spacing:-1px;margin:0;padding:0 0 2px;font-weight: bold;font-size: 19px;line-height: 20px;color:#222;">Large meta-analysis links TikTok and Instagram Reels to poorer cognitive and mental health</a>
<div style="font-family:Helvetica, sans-serif; text-align:left;color:#999;font-size:11px;font-weight:bold;line-height:15px;">Dec 18th 2025, 08:00</div>
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<p><p>A new systematic review and meta-analysis indicates that engaging with short-form videos on platforms like TikTok, Instagram Reels, and YouTube Shorts is associated with poorer mental health and cognitive functioning. The findings suggest that high levels of engagement with this content are linked to deficits in attention and increased feelings of anxiety, stress, and depression. This comprehensive synthesis of existing literature was published in <a href="https://doi.org/10.1037/bul0000498"><em>Psychological Bulletin</em></a>.</p>
<p>Short-form videos have rapidly become a dominant force in digital media. These clips typically last from a few seconds to a few minutes and are served to users through algorithms designed to maximize engagement.</p>
<p>While originally popularized for entertainment, this format has expanded into education, news, and commerce. Despite their ubiquity, the psychological and neurological effects of consuming this content have been debated. Some earlier investigations suggested negative impacts, while others found no significant harm or even potential benefits.</p>
<p>Lan Nguyen, a researcher at the School of Applied Psychology at Griffith University, led a team to address these inconsistencies. The researchers aimed to consolidate the fragmented evidence base to provide a clearer picture of how these platforms relate to user health.</p>
<p>They sought to determine if the mixed results in previous studies could be explained by different measurement methods or user demographics. By statistically combining data from dozens of studies, the team hoped to identify robust patterns that individual studies might have missed.</p>
<p>The research team conducted a systematic search of major academic databases to identify relevant quantitative studies. They ultimately selected 71 studies for the qualitative review and 70 for the meta-analysis. These studies included a total of 98,299 participants.</p>
<p>The majority of the research was conducted in Asia, with a smaller portion coming from North America and Europe. The sample included both youths and adults, allowing the researchers to see if age played a role in the observed effects.</p>
<p>To assess the impact of the videos, the researchers categorized outcomes into two main domains. The first was cognition, which included measures of attention, memory, executive functioning, and language processing. The second was mental health, which encompassed depression, anxiety, stress, loneliness, sleep quality, body image, and self-esteem. They also looked at how video engagement was measured, distinguishing between simple duration of use, frequency of checking, and scores on addiction scales that measure compulsive behavior.</p>
<p>The analysis revealed a moderate negative association between short-form video engagement and cognitive performance. The data showed that higher levels of use were most consistently linked to poorer attention span and reduced inhibitory control. This means that frequent users tended to display more difficulty focusing on tasks and suppressing impulsive reactions.</p>
<p>The authors utilized a theoretical framework known as the dual theory of habituation and sensitization to explain these cognitive findings. This theory suggests that repeated exposure to fast-paced, highly stimulating content may desensitize users to slower, more effortless tasks.</p>
<p>Activities that require sustained concentration, such as reading or complex problem-solving, may become more difficult as the brain adapts to the rapid-fire rewards of the video feed. Simultaneously, the algorithmic rewards of the platforms may sensitize users to impulsive engagement, reinforcing a cycle of seeking instant gratification.</p>
<p>Regarding mental health, the study found a small but significant negative correlation. Greater engagement with short-form videos was associated with higher levels of anxiety, depression, and stress. The researchers also observed a link between video consumption and sleep disturbances. The fast-paced nature of the content is thought to cause physiological arousal that can delay sleep onset. Additionally, the infinite-scrolling design of these apps can displace time that would otherwise be spent sleeping.</p>
<p>The researchers analyzed whether the type of measurement influenced the strength of these associations. They found that studies using addiction scales reported stronger negative links to health outcomes than studies that simply measured the time spent on the apps. This suggests that the compulsive nature of the usage, rather than the duration alone, is a primary factor in the associated health declines.</p>
<p>The review did not find a significant overall association between short-form video use and body image or self-esteem. The researchers noted that these results were mixed across the individual studies. Some users may experience negative social comparisons, while others might find body-positive communities that bolster their self-perception. This variability suggests that the specific content a user consumes plays a larger role in body image issues than the medium itself.</p>
<p>These findings align with and expand upon recent neuroscientific research into how digital media shapes the brain. For instance, a <a href="https://www.psypost.org/does-tiktok-really-cause-brain-rot-new-study-links-short-video-addiction-to-brain-abnormalities/" target="_blank" rel="noopener">separate study</a> published in <em>NeuroImage</em> by Yuanyuan Gao and colleagues investigated the neural substrates of short-video addiction.</p>
<p>Their magnetic resonance imaging scans of college students revealed structural changes in the brains of those with high addiction scores. Specifically, they found increased gray matter volume in the orbitofrontal cortex and cerebellum. These regions are heavily involved in reward processing and emotional regulation.</p>
<p>Gao’s team also identified functional differences in brain activity. Users with addiction symptoms showed heightened activity in the dorsolateral prefrontal cortex. This pattern suggests that the brains of addicted users may be working harder to maintain cognitive control or are experiencing alterations in how they process rewards. This neurobiological evidence supports the cognitive deficits identified in Nguyen’s meta-analysis.</p>
<p>Further research has illuminated how specific types of usage affect attention. A <a href="https://www.psypost.org/active-short-video-use-linked-to-altered-attention-and-brain-connectivity/" target="_blank" rel="noopener">study</a> published in <em>Neuropsychologia</em> by Guanghui Zhai and associates distinguished between active users, who like and comment, and passive users who simply watch.</p>
<p>They found that high levels of active engagement were linked to a reduction in the brain’s “alerting” network efficiency. This network is responsible for maintaining a state of readiness to respond to incoming information. Their functional imaging data showed that active use was associated with specific connectivity patterns between the prefrontal cortex and the posterior cingulate cortex, hinting at a trade-off between social interaction and attentional readiness.</p>
<p>The link between addiction symptoms and impulsive decision-making has also been corroborated by behavioral experiments. A <a href="https://www.psypost.org/people-with-short-video-addiction-show-altered-brain-responses-during-decision-making/" target="_blank" rel="noopener">study</a> by Chang Liu and colleagues, published in <em>NeuroImage</em>, used a gambling task to measure loss aversion.</p>
<p>They found that individuals with symptoms of short-video addiction were less sensitive to financial losses. This reduced sensitivity was mediated by decreased activity in the precuneus, a brain region involved in self-reflection and evaluating risks. This aligns with Nguyen’s finding that inhibitory control is negatively associated with heavy usage.</p>
<p>While Nguyen’s meta-analysis did not find a global link to body image issues, experimental work suggests that specific content is harmful. A <a href="https://www.psypost.org/the-disturbing-impact-of-exposure-to-8-minutes-of-tiktok-videos-revealed-in-new-study/" target="_blank" rel="noopener">study</a> by Rachel Hogg and Madison Blackburn in <em>PLOS One</em> demonstrated that women exposed to pro-anorexia content on TikTok experienced immediate declines in body satisfaction. Even exposure to neutral content in that experiment led to some negative effects, potentially due to the presence of people in the videos triggering unconscious social comparisons.</p>
<p>The authors of the <em>Psychological Bulletin</em> review acknowledged some limitations to their study. The majority of the studies analyzed were cross-sectional, meaning they captured data at a single point in time. This design prevents researchers from establishing causality. It is possible that individuals with pre-existing anxiety, depression, or attention deficits are more likely to overuse these platforms as a coping mechanism or distraction.</p>
<p>Additionally, the review noted that many studies relied on self-reported measures of video usage, which can be inaccurate. The dominance of English-language studies in the review process may also mean that relevant data from non-English speaking regions was missed. The researchers also pointed out that few studies accounted for general social media use, making it difficult to isolate the specific effects of the short-form video format from broader internet usage.</p>
<p>Future research is needed to track users over long periods to determine if reducing video consumption leads to improvements in health. The researchers emphasize the need for longitudinal designs that can better tease apart cause and effect.</p>
<p>They also suggest that future studies should focus on the specific content users engage with, as this likely moderates the impact on mental health. Understanding the nuances of how different users interact with these algorithms will be essential for developing effective public health guidelines.</p>
<p>The study, “<a href="https://doi.org/10.1037/bul0000498">Feeds, Feelings, and Focus: A Systematic Review and Meta-Analysis Examining the Cognitive and Mental Health Correlates of Short-Form Video Use</a>,” was authored by Lan Nguyen, Jared Walters, Siddharth Paul, Shay Monreal Ijurco, Georgia E. Rainey, Nupur Parekh, Gabriel Blair, and Miranda Darrah.</p></p>
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<td><a href="https://www.psypost.org/early-trauma-may-hinder-the-ability-to-communicate-sexual-needs-and-boundaries-in-adulthood/" style="font-family:Helvetica, sans-serif; letter-spacing:-1px;margin:0;padding:0 0 2px;font-weight: bold;font-size: 19px;line-height: 20px;color:#222;">Early trauma may hinder the ability to communicate sexual needs and boundaries in adulthood</a>
<div style="font-family:Helvetica, sans-serif; text-align:left;color:#999;font-size:11px;font-weight:bold;line-height:15px;">Dec 18th 2025, 06:00</div>
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<p><p>A new study published in the <em><a href="https://doi.org/10.1080/19317611.2025.2568094" target="_blank" rel="noopener">International Journal of Sexual Health</a></em> provides evidence that experiencing sexual abuse during childhood is consistently associated with lower levels of sexual assertiveness in adulthood. This pattern appears to hold true across various cultures and gender identities. The findings suggest that early traumatic experiences may fundamentally alter an individual’s ability to communicate sexual needs and boundaries later in life.</p>
<p>Scientific investigations into the relationship between sexual victimization and assertiveness have historically focused on specific demographic groups. Most existing data comes from studies involving cisgender women in Western nations, such as the United States. Additionally, earlier work often narrowed the definition of sexual assertiveness to the ability to refuse unwanted sexual activity. This limited scope left a gap in understanding how these dynamics play out for men and gender-diverse individuals.</p>
<p>The current inquiry aimed to broaden this understanding by examining initiation and risk negotiation alongside refusal skills. The researchers sought to determine if the link between victimization and assertiveness varies based on gender or cultural context. They also aimed to distinguish between the impacts of childhood sexual abuse and sexual assault experienced during adolescence or adulthood.</p>
<p>“There is extensive theoretical work suggesting that sexual boundary violations in childhood can undermine a person’s sense of sexual agency and assertiveness in adulthood. However, we lacked robust empirical evidence—especially evidence that includes people from diverse demographic backgrounds,” said study author Léna Nagy, a PhD candidate and assistant lecturer at ELTE Eötvös Loránd University.</p>
<p>“We also wanted to examine whether victimization at different developmental stages (childhood vs. adolescence/adulthood) relates differently to sexual assertiveness, and whether these associations vary across cultural or gender contexts. Ultimately, both sexual trauma and sexual assertiveness are shaped by gender norms and the cultural environments in which those norms operate, and our study sought to capture this complexity.”</p>
<p>To achieve a diverse global perspective, the researchers utilized data from <a href="https://www.internationalsexsurvey.org/" target="_blank" rel="noopener">the International Sex Survey</a>. This massive cross-sectional project involved a final analytic sample of 64,486 participants. The respondents represented 42 different countries, including nations in Europe, Asia, South America, and North America.</p>
<p>Participants completed an anonymous online survey that took approximately 25 to 45 minutes to finish. Recruitment occurred through news media appearances, research panels, and advertisements on social media platforms. The study team used a standardized translation protocol to ensure the survey was accessible in 26 different languages.</p>
<p>The researchers assessed sexual assertiveness using the Short Sexual Assertiveness Questionnaire. This nine-item scale measured three specific competencies regarding sexual interactions. The first competency was the ability to initiate desired sex and communicate preferences.</p>
<p>The second competency involved the ability to refuse unwanted sexual acts. The third aspect focused on the negotiation of sexual risk and safety, such as asking about a partner’s sexual health history. Participants rated their agreement with statements regarding these behaviors on a seven-point scale.</p>
<p>To measure victimization history, the team used the Sexual Abuse History Questionnaire. This tool asks participants to report unwanted sexual experiences occurring during childhood. Childhood was defined as age 13 and younger for the purposes of this study.</p>
<p>The questionnaire also assessed victimization during adolescence or adulthood, defined as age 14 and older. Participants indicated whether specific types of abuse had happened to them during these life stages. The researchers then categorized participants based on whether they experienced abuse only in childhood, only in adulthood, or during both periods.</p>
<p>The researchers found that childhood sexual abuse was associated with lower levels of sexual assertiveness for all gender identities. This negative association remained significant across the different cultural contexts included in the survey. The data indicates that early trauma may universally hinder the development of skills needed to navigate adult sexual interactions.</p>
<p>“Most people who have experienced sexual victimization—especially in childhood—tend to feel less able to communicate their sexual needs, refuse unwanted sexual activity, or negotiate sexual safety in their adult relationships,” Nagy told PsyPost. “This pattern appeared across many countries and across genders, suggesting that sexual abuse can have lasting effects on a person’s sense of agency in intimate situations.”</p>
<p>The researchers reference the Traumagenic Model to explain this consistent finding. This theoretical framework suggests that abuse creates dynamics of powerlessness and stigmatization. These feelings can distort a survivor’s sense of self and their perceived right to set boundaries.</p>
<p>For women, the results showed a consistent negative link between sexual victimization and assertiveness regardless of when the abuse occurred. Women who experienced abuse in childhood, adulthood, or both reported lower capacities for sexual communication compared to those without such histories. This trend appeared across all 34 countries where sufficient data for women was available.</p>
<p>The analysis indicated that women who experienced revictimization faced the most significant challenges. Those who were abused in both childhood and adulthood reported the lowest levels of sexual assertiveness. This suggests a cumulative effect of trauma on a woman’s sense of sexual agency.</p>
<p>The patterns observed among men differed from those seen in women. While childhood abuse was linked to reduced assertiveness, experiencing sexual assault during adolescence or adulthood did not show a consistent negative association for men. This finding was consistent across most countries included in the analysis.</p>
<p>“For women, any form of sexual victimization (childhood, adolescence/adulthood, or both) was consistently linked to lower sexual assertiveness in adulthood, regardless of their cultural background,” Nagy explained. “For men, lower assertiveness was most clearly linked to childhood sexual abuse specifically.”</p>
<p>In some specific nations, such as Israel, North Macedonia, and the United Kingdom, men who reported adult victimization actually displayed higher levels of sexual assertiveness. The researchers propose that cultural narratives around masculinity might influence this outcome. Men might adopt hyper-assertive behaviors as a coping mechanism to mask feelings of vulnerability associated with victimization.</p>
<p>“This cross-cultural pattern was surprising and suggests that the social meaning of male victimization, and the ways men cope with or respond to it, may differ substantially across cultural contexts,” Nagy said. “These nuances highlight how gendered expectations and cultural scripts shape both the experience of sexual trauma and its aftermath. But these results had very small effect sizes, and much more research with more nuanced examinations of the underlying processes is needed to establish them. This is especially true for men’s sexual assault experiences, which remain extremely under-researched and a social taboo.”</p>
<p>Overall, the associations between sexual victimization and lower sexual assertiveness were statistically significant but relatively small. In other words, abuse history explains only a small part of why some people are less assertive than others, indicating that a person’s ability to communicate sexually is shaped by a much broader range of life experiences.</p>
<p>“Although the associations in our study were small, this is typical in psychological research examining links between childhood trauma and adult sexual behavior,” Nagy explained. “Small effects are especially common in this area because sexual assertiveness develops under the influence of many interpersonal, psychological, and cultural factors. In large samples like ours, however, even small effects can point to meaningful real-world patterns—particularly when they emerge consistently across genders, cultures, and different forms of sexual victimization.”</p>
<p>“The practical takeaway is not that sexual trauma determines a person’s sexual assertiveness, but that it can subtly influence how confident or comfortable someone feels asserting their needs and boundaries. Nevertheless, we warrant our readers and researchers to interpret small effect sizes with caution and view our interpretations in the discussion as primarily hypothesis-generating.”</p>
<p>There are a few other caveats to mention as well. The study relies on a cross-sectional design, which means it cannot prove that victimization causes lower assertiveness. It is possible that the relationship is influenced by other unmeasured factors. The reliance on self-reported data also introduces the possibility of memory bias regarding past events.</p>
<p>“One important caveat is that our findings should not be interpreted as suggesting that people become sexually victimized because they are less assertive, or that survivors are in any way responsible for the harm they experienced,” Nagy told PsyPost. “We wish to emphasize that sexual violence is never the victim’s fault, regardless of their level of assertiveness, or any other behavioral characteristics.”</p>
<p>“Legal and moral responsibility for sexual violence lies solely with perpetrators who violate others’ autonomy and consent. Our findings show how individuals’ sexual assertiveness in adulthood varies depending on their histories of sexual victimization, gender and cultural context.”</p>
<p>“In our publication we also highlighted some of the systemic contributors to vulnerability—such as gendered socialization, discrimination against gender minorities, and cultural norms differentially constraining women’s sexual agency—that are beyond victims’ control and must be addressed through societal and systemic change rather than individual-level attributions.”</p>
<p>“Our next steps focus on conducting longitudinal studies, which are essential for understanding the direction of these associations and whether a negative cascade may unfold from early victimization into later sexual experiences,” Nagy added. “We also aim to identify the underlying psychological and relational mechanisms that explain why and how sexual victimization and sexual assertiveness are connected. Ultimately, our goal is to build a clearer, mechanism-focused understanding that can inform interventions supporting survivors’ and vulnerable populations’ sexual agency.”</p>
<p>The study, “<a href="https://doi.org/10.1080/19317611.2025.2568094" target="_blank" rel="noopener">Sexual Assertiveness and Sexual Victimization Across Different Life Stages: Examining Gender-Related and Cultural Differences</a>,” was authored by Léna Nagy, Ateret Gewirtz-Meydan, Marie-Pier Vaillancourt-Morel, Sophie Bergeron, Verena Klein, Mónika Koós, Shane W. Kraus, Marc N. Potenza, Zsolt Demetrovics, Rafael Ballester-Arnal, Dominik Batthyány, Joël Billieux, Peer Briken, Julius Burkauskas, Georgina Cárdenas-López, Joana Carvalho, Jesús Castro-Calvo, Lijun Chen, Giacomo Ciocca, Ornella Corazza, Rita I. Csako, David P. Fernandez, Hironobu Fujiwara, Elaine F. Fernandez, Johannes Fuss, Roman Gabrhelík, Biljana Gjoneska, Mateusz Gola, Joshua B. Grubbs, Hashim T. Hashim, Md. Saiful Islam, Mustafa Ismail, Martha C. Jiménez-Martínez, Tanja Jurin, Ondrej Kalina, András Költő, Sang-Kyu Lee, Karol Lewczuk, Chung-Ying Lin, Christine Lochner, Silvia López-Alvarado, Kateřina Lukavská, Percy Mayta-Tristán, Dan J. Miller, Oľga Orosová, Gábor Orosz, Sungkyunkwan University’s Research Team, Fernando P. Ponce, Gonzalo R. Quintana, Gabriel C. Quintero Garzola, Jano Ramos-Diaz, Kévin Rigaud, Ann Rousseau, Marco De Tubino Scanavino, Marion K. Schulmeyer, Pratap Sharan, Mami Shibata, Sheikh Shoib, Vera Sigre-Leirós, Luke Sniewski, Ognen Spasovski, Vesta Steibliene, Dan J. Stein, Julian Strizek, Aleksandar Štulhofer, Banu C. Ünsal, Marie Claire Van Hout, and Beáta Bőthe.</p></p>
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<td><a href="https://www.psypost.org/combining-brain-scans-and-gene-data-improves-prediction-of-adhd-impulsivity/" style="font-family:Helvetica, sans-serif; letter-spacing:-1px;margin:0;padding:0 0 2px;font-weight: bold;font-size: 19px;line-height: 20px;color:#222;">Combining brain scans and gene data improves prediction of ADHD impulsivity</a>
<div style="font-family:Helvetica, sans-serif; text-align:left;color:#999;font-size:11px;font-weight:bold;line-height:15px;">Dec 17th 2025, 18:00</div>
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<p><p>Researchers have identified specific coupled patterns of brain activity and gene expression that help explain impulsive behavior in children with attention deficit hyperactivity disorder. By analyzing these two distinct types of biological data together, the study demonstrates that the combination predicts behavioral symptoms more accurately than looking at either brain scans or genetic information in isolation. These findings were published in the journal <em><a href="https://doi.org/10.1016/j.bpsc.2025.06.002" target="_blank" rel="noopener">Biological Psychiatry: Cognitive Neuroscience and Neuroimaging</a></em>.</p>
<p>Attention deficit hyperactivity disorder is a neurodevelopmental condition that affects a large portion of the global childhood population. It is often characterized by difficulty paying attention, excessive activity, and impulsivity. Impulsivity involves acting without foresight or inhibiting one’s immediate reactions. This specific symptom can lead to challenges in social settings and academic performance.</p>
<p>Researchers have known for some time that this disorder is highly heritable. Estimates suggest that genetics account for 70 to 80 percent of the risk for developing the condition. Despite this strong hereditary link, scientists have struggled to pinpoint specific genetic variants that account for a large portion of the disorder. Genome-wide association studies often identify genetic variations with very small individual effects.</p>
<p>Simultaneously, neuroscientists use tools like functional magnetic resonance imaging to study the brain in action. These scans measure blood flow changes to determine which parts of the brain are working during specific tasks. Previous imaging research has shown that children with the disorder often exhibit distinct activity patterns in brain networks responsible for attention and inhibition. However, studies rarely combine these functional brain maps with detailed genetic data in a single analysis.</p>
<p>To address this gap, a team of researchers led by Soohyun Jeon and Jong-Hwan Lee from the Department of Brain and Cognitive Engineering at Korea University set out to integrate these two modalities. They aimed to find a hidden relationship between the brain’s functional activity and the expression of specific gene sets. They hypothesized that combining these data points would create a stronger model for predicting impulsive behavior.</p>
<p>The research team utilized data from the Adolescent Brain Cognitive Development study. This is a massive, long-term project tracking the biological and behavioral development of children across the United States. For this specific investigation, the authors selected 394 children diagnosed with attention deficit hyperactivity disorder and 1,000 healthy control subjects. The participants were all between the ages of nine and ten. To ensure genetic homogeneity for this specific analysis, the team focused on children of European ancestry.</p>
<p>The researchers assessed impulsivity using a computerized test known as the stop signal task. In this activity, children are told to press a button when they see a “Go” signal. Occasionally, a “Stop” signal appears shortly after the first prompt. The child must then inhibit their impulse to press the button. The time it takes for a child to successfully stop an initiated response provides a quantitative measure of their motor impulsivity.</p>
<p>While the children performed this task, an MRI machine recorded their brain activity. In addition to the imaging data, the researchers analyzed the participants’ genetic information. Instead of looking only at raw genetic code, they used a computational method to estimate gene expression levels in specific brain tissues. This approach predicts how active certain genes are likely to be in different parts of the brain based on the child’s genetic profile.</p>
<p>To analyze this complex set of information, the team employed a sophisticated statistical technique called parallel independent component analysis. This method allows scientists to process two different types of data simultaneously. It searches for components or patterns in the brain scan data that statistically correlate with components in the gene expression data.</p>
<p>The researchers split the data into two groups to ensure their results were robust. They used 80 percent of the participants as a “discovery” set to find the patterns. They reserved the remaining 20 percent as a “replication” set to test if those patterns held true in a fresh batch of data. This step is essential for validating scientific results and ensuring they are not merely random chance.</p>
<p>The analysis revealed three distinct pairs of linked brain and gene patterns. These pairs appeared consistently in the cortex, the cerebellum, and the nucleus accumbens. Each pair represented a connection between activity in that specific brain region and the expression of a specific group of genes.</p>
<p>The first pair involved the cerebral cortex. The brain scans showed activity in areas responsible for decision-making and stopping movements, such as the orbitofrontal gyrus and the medial prefrontal gyrus. The associated genetic component included genes related to immune function and metabolism. This aligns with emerging theories that inflammation and immune system regulation may play a role in psychiatric conditions.</p>
<p>The second pair centered on the cerebellum. This structure at the back of the brain is traditionally associated with balance and motor control. However, it is increasingly recognized for its role in cognitive processes. The imaging data showed patterns in the default mode network, a set of brain regions active when the mind is at rest but typically suppressed during focused tasks. The genetic counterpart included genes that regulate how other genes function.</p>
<p>The third pair was linked to the nucleus accumbens. This region is a central part of the brain’s reward system. The analysis highlighted connections between this area and the frontal cortex. The genetic profile associated with this component involved genes linked to inflammation and synaptic plasticity, which is the ability of neurons to strengthen or weaken their connections.</p>
<p>The most practical outcome of the study was the improvement in predicting behavioral symptoms. The researchers tried to predict the children’s scores on the stop signal task using different statistical models. Models that relied solely on the brain scan data or solely on the genetic data provided limited predictive power.</p>
<p>However, when the researchers combined the paired components—using both the brain activity and the gene expression data—the accuracy of the predictions improved. The model became even more sensitive when it accounted for the interaction between the two data types. For example, in predicting the “stop signal reaction time,” which measures how quickly a child can cancel a movement, the combined model showed a substantial boost in performance compared to the single-modality models.</p>
<p>For children with attention deficit hyperactivity disorder, the combined model also improved the prediction of reaction time variability. This metric tracks how consistent a child is when responding to the “Go” signal. High variability is a common trait in the disorder and reflects lapses in attention. The study showed that the interaction between the cortical brain patterns and the associated gene expressions helped explain this inconsistency.</p>
<p>The study also found a connection to intelligence scores. In the group of children with the disorder, the linked pattern in the cerebellum was highly predictive of IQ. This relationship was less apparent in the healthy control group. This suggests that the biological factors driving cognitive performance may differ between neurotypical children and those with attention deficits.</p>
<p>There are limitations to this research that require consideration. The study focused exclusively on children of European ancestry. This decision was made to reduce genetic variation that could complicate the analysis, but it means the results may not apply to children of other backgrounds. Future studies must include more diverse populations to ensure the findings are universally applicable.</p>
<p>Another caveat involves the source of the gene expression data. The researchers estimated gene activity based on adult post-mortem tissue databases. Gene expression changes as the brain develops. Consequently, the estimated activity in a ten-year-old’s brain might differ from the adult patterns used as a reference. Future research would benefit from using gene expression databases derived specifically from pediatric tissue.</p>
<p>Additionally, the brain imaging data came from multiple sites across the country using different MRI scanners. While the researchers used statistical methods to correct for this, slight variations in scanner hardware can introduce noise into the data.</p>
<p>Despite these limitations, the study represents a step forward in the field of imaging genetics. It moves beyond looking at single genes or isolated brain regions. Instead, it views the disorder through a multivariate lens, recognizing that biological systems work in concert. The authors emphasize that this “biologically plausible” approach helps bridge the gap between microscopic molecular processes and macroscopic brain behavior.</p>
<p>The study, “<a href="https://doi.org/10.1016/j.bpsc.2025.06.002" target="_blank" rel="noopener">Abnormal association between neural activity and genetic expressions of impulsivity in attention deficit hyperactivity disorder: an Adolescent Brain Cognitive Development study</a>,” was authored by Soohyun Jeon, Jae-eon Kang, Jundong Hwang, Vince D. Calhoun, and Jong-Hwan Lee.</p></p>
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<td><a href="https://www.psypost.org/conspiracy-beliefs-are-higher-in-societies-with-lower-freedom-of-speech-study-finds/" style="font-family:Helvetica, sans-serif; letter-spacing:-1px;margin:0;padding:0 0 2px;font-weight: bold;font-size: 19px;line-height: 20px;color:#222;">Conspiracy beliefs are higher in societies with lower freedom of speech, study finds</a>
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<p><p>A series of five studies found that conspiracy beliefs were higher in societies with lower freedom of speech and lower population support for freedom of speech. Additionally, the experimental reduction of perceived freedom of speech increased conspiracy beliefs. The research was published in the <a href="https://doi.org/10.1002/ejsp.70029"><em>European Journal of Social Psychology</em></a>.</p>
<p>Conspiracy beliefs are explanations for events that assume powerful groups are secretly manipulating outcomes behind the scenes. They tend to arise when people feel uncertainty, lack control, or distrust official sources of information. Such beliefs simplify complex realities by offering a clear villain and a seemingly coherent narrative.</p>
<p>They can spread quickly because they appeal to emotions more than evidence and rely on dramatic, memorable claims. People who hold them tend to selectively seek information that confirms their views while dismissing contradictory facts.</p>
<p>Conspiracy beliefs can create strong group identities, giving believers a sense of belonging and special insight. At the same time, they can undermine trust in institutions, science, and democratic processes. Persistent conspiracy thinking can affect decision-making in areas like health, politics, and personal relationships. These beliefs are difficult to change because the individuals holding them tend to interpret counterarguments as part of the supposed conspiracy.</p>
<p>Study author Paul Bertin and his colleagues investigated the relationship between freedom of speech and conspiracy beliefs, both at the country level and using experimental designs. In their experimental studies, they also focused on isolating the specific effects of freedom of speech from the potential effects of overall perceptions of democracy.</p>
<p>In their first study, the authors calculated the associations between several measures of freedom of speech (using data ranging from 26 to 68 countries), conspiracy beliefs about COVID-19 (measured during the 2020 pandemic in 69 countries), support for freedom of speech, corruption perceptions, and perceptions of how democratic a society is.</p>
<p>In experiments 2a and 2b, participants—who were 190 English-speaking Americans recruited via Prolific (2a) and 90 Belgian students (2b)—imagined themselves as citizens of a fictional country. They were randomly divided into two groups.</p>
<p>One group read an article describing the freedom of speech in that fictional country as low (online opinion filters, persecution of journalists, surveillance of citizens), while the other read an article describing the freedom of speech as high (citizens can freely share their opinions, independent media exist, peaceful protests are allowed).</p>
<p>After this, they read a fictional article about a car crash in which an opposition leader, who was a favorite in upcoming elections, died. The text stated that the government had officially declared the event an accident, but that a fellow party member suspected the government was involved.</p>
<p>Participants rated how much they believed this claim, and the authors took this rating as an indicator of the participants’ endorsement of conspiracy beliefs. In Study 2b, the authors also included an assessment of generic conspiracy beliefs, rather than just the rating of the specific situation in the story.</p>
<p>Studies 3a and 3b aimed to replicate Studies 2a and 2b in a real-world context and with a control condition. Participants in Study 3a were 436 French-speaking individuals recruited via Foule Factory, while Study 3b included 498 French-speaking participants recruited via Prolific.</p>
<p>In these studies, participants were told that they would participate in a task aimed at improving an infographic showing the level of freedom of speech in different countries. Across different conditions, the authors manipulated the indicators of freedom of speech in France, the participants’ country.</p>
<p>The researchers then checked that participants had registered the presented information about freedom of speech in France and had them complete assessments of conspiracy theory beliefs adapted to the French context. Study 3b differed from this procedure in that information about freedom of speech in France was presented as “projections into the future,” not as current data.</p>
<p>Results of the first study showed that conspiracy beliefs tended to be higher in countries with lower freedom of speech and lower support for freedom of speech. Conspiracy beliefs also tended to be higher in countries perceived as less democratic and more corrupt. However, the association with freedom of speech became non-significant when the authors controlled for perceptions of corruption and democracy.</p>
<p>Results of Studies 2a and 2b showed that conspiracy beliefs were higher when participants perceived freedom of speech as low. This effect remained even after the authors controlled for the perceived level of democracy.</p>
<p>Study 3a did not find an association between how freedom of speech in France was presented and the endorsement of conspiracy beliefs; the authors suspect that participants might not have accepted the information about freedom of speech in France (their own country) as credible. In Study 3b, when freedom of speech information was presented as projections for the future, higher levels of conspiracy beliefs were again registered in participants who were shown projections that freedom of speech in France would become low.</p>
<p>“We showed that conspiracy beliefs about the COVID-19 were higher in countries with lower levels of expert-estimated and support for freedom of speech. However, the significance of these effects faded after accounting for two confounders, namely, corruption and electoral democracy. Switching to experimental designs, we observed that freedom of speech causally impacted conspiracy beliefs in two studies conducted in a fictional context. This effect was robust to the control of perception of democracy,” the study authors concluded.</p>
<p>The study contributes to the scientific understanding of the links between freedom of speech and conspiracy beliefs. However, it should be noted that the number of countries used in Study 1 was quite low for the statistical procedures the authors applied, resulting in low statistical power.</p>
<p>Additionally, in Studies 2a and 2b, participants could reasonably have expected that a government already persecuting people for independent opinions might also resort to killing an opposition figure, as such events do happen in real-world conditions. If that occurred, their ratings might not have reflected the effects of freedom of speech per se on conspiracy beliefs, but rather rational assessments of the personal safety of public figures in totalitarian regimes.</p>
<p>The paper, “<a href="https://doi.org/10.1002/ejsp.70029">The Impact of Freedom of Speech on Conspiracy Beliefs,</a>” was authored by Paul Bertin, Elisa Tognon, Kenzo Nera, Rrita Bajraktari, Pit Klein, Vincent Yzerbyt, and Olivier Klein.</p></p>
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<td><a href="https://www.psypost.org/ghost-sensations-reveal-a-split-between-body-image-and-reality/" style="font-family:Helvetica, sans-serif; letter-spacing:-1px;margin:0;padding:0 0 2px;font-weight: bold;font-size: 19px;line-height: 20px;color:#222;">Ghost sensations reveal a split between body image and reality</a>
<div style="font-family:Helvetica, sans-serif; text-align:left;color:#999;font-size:11px;font-weight:bold;line-height:15px;">Dec 17th 2025, 14:00</div>
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<p><p>Have you ever sat quietly in a chair, attempting to relax, only to be interrupted by a sudden itch on your foot or a tingling in your hand? A new study published in the <em><a href="https://doi.org/10.1177/17470218251396137" target="_blank">Quarterly Journal of Experimental Psychology</a></em> investigates these “ghost” bodily experiences. The findings suggest that our general mental map of our body differs from how we perceive sensations in the immediate moment.</p>
<p>The human nervous system is rarely silent. Even in the absence of external stimuli, such as a fly landing on the skin or a change in wind direction, we often perceive activity within our limbs. Researchers refer to these phenomena as spontaneous sensations. They can manifest as vibrations, pulsations, tickles, or changes in temperature.</p>
<p>Scientists have studied these sensations to establish a baseline for normal human perception. Understanding this baseline is important for clinical psychology. Some individuals, such as those with illness anxiety disorder, may interpret these normal physiological noises as symptoms of a serious disease. By mapping how and where these sensations occur, researchers hope to provide better data for therapeutic interventions.</p>
<p>Myrto Efstathiou, a researcher at The Open University, led the recent investigation. She collaborated with Louise S. Delicato and Anna Sedda from Heriot Watt University. The team sought to expand the scientific understanding of bodily awareness beyond the hands. Previous research has focused almost exclusively on upper limbs. This left a gap in knowledge regarding how we perceive other areas, such as the feet or the body as a cohesive unit.</p>
<p>The researchers also aimed to resolve a debate regarding the origin of these feelings. One theory suggests they arise from the bottom up. In this view, random firing of sensory receptors in the skin alerts the brain. Another theory proposes a top-down mechanism. This suggests that the brain’s internal representation of the body generates these experiences independent of sensory input.</p>
<p>To explore these questions, the team recruited 175 participants for an online study. They implemented strict screening criteria to ensure the results reflected typical physiology. Individuals with conditions known to alter bodily sensation were excluded. This included participants with restless leg syndrome or diagnosed skin conditions.</p>
<p>The study employed a two-part approach to measure spontaneous sensations. The researchers drew a distinction between “trait” and “state” experiences. This terminology borrows from anxiety research. It distinguishes between a person’s general disposition and their feelings at a specific moment in time.</p>
<p>The first task measured the “trait” level of sensation. Participants answered questions about their general tendency to experience phantom feelings. They reported the frequency and intensity of sensations in their hands, feet, and whole body. This relied on their long-term memory and semantic knowledge of their own bodies.</p>
<p>The second task measured the “state” level. Participants were asked to rest quietly for fifteen seconds. They closed their eyes and focused on their internal experience. Immediately following this brief period of rest, they reported any sensations they had just felt. This task was designed to capture real-time sensory processing.</p>
<p>In addition to measuring sensations, the researchers assessed visual attention. They used a standard psychological experiment called the Posner Cueing Task. This test measures a person’s ability to shift focus based on visual cues.</p>
<p>During the Posner task, participants watched a screen. Arrows appeared to indicate where a target object would likely appear. Sometimes the arrows were correct, and sometimes they were misleading. The speed at which participants reacted to the target allowed the researchers to calculate an attention score. The team hypothesized that individuals with higher attention skills might be more attuned to subtle bodily feelings.</p>
<p>The results of the study revealed a divergence between the trait and state experiences. When participants reported their general tendencies (trait), they described different levels of sensation across body parts. Specifically, they reported a stronger experience of spontaneous sensations for the whole body compared to the feet.</p>
<p>The reports for the hands fell between the whole body and the feet. The data showed that the whole body was perceived as having more frequent and intense sensations than the feet alone. This difference was statistically robust.</p>
<p>The researchers interpreted this finding through the lens of body representation. When people reflect on their body in a general sense, they likely access a “body image.” This is a top-down mental model. It appears that this mental model prioritizes the whole body as a coherent unit.</p>
<p>The representation of the feet appears to be weaker in this mental map. This may be because feet are less visually prominent in daily life. Unlike hands, which are constantly in our field of vision as we manipulate objects, feet are often covered or out of sight. This lack of visual familiarity might make it harder to recall their sensory history.</p>
<p>The results for the “state” task told a different story. When participants monitored their body in real time for fifteen seconds, the differences disappeared. There were no statistical differences in the intensity or number of sensations reported between the hands, feet, or whole body.</p>
<p>This suggests that immediate sensory processing is more uniform. When the brain monitors live signals from the body, it does not seem to rely on the hierarchical mental map used for memory. Instead, it processes the raw data from the somatosensory system. This indicates that the “ghost” sensations we feel in the moment may be driven by different mechanisms than the ones we remember feeling in the past.</p>
<p>The study also produced unexpected results regarding attention. The researchers divided participants into high and low visual attention groups based on the Posner task. They compared the sensation reports between these two groups.</p>
<p>The analysis showed no difference. Participants with high endogenous attention skills did not report more intense or frequent sensations. This held true for both the general trait assessment and the immediate state assessment.</p>
<p>This finding challenges some existing theories. Earlier work on the hands suggested that focused attention could amplify spontaneous sensations. The current data implies that the ability to voluntarily orient visual attention does not drive these experiences across the wider body. It appears that these bodily feelings may occur independently of our capacity to focus on external visual cues.</p>
<p>The authors outlined several caveats regarding their methodology. The study was conducted online rather than in a controlled laboratory setting. This increased the ecological validity, meaning it reflected real-world conditions. However, it also introduced uncontrolled variables.</p>
<p>For instance, the temperature of the room where a participant sat could influence their sensations. A cold draft might cause shivering or goosebumps. These physical reactions could be mistaken for spontaneous sensations. The researchers could not control for such environmental factors in participants’ homes.</p>
<p>The study also relied entirely on self-reporting. This method assumes that participants can accurately introspect and describe their internal states. It is possible that the explicit nature of the questionnaire prompted some participants to overestimate their sensations. The list of sensations provided was fixed, which may have prevented participants from reporting experiences that did not fit the given categories.</p>
<p>The demographic composition of the sample presents another limitation. The majority of participants were adults in their late twenties. Most identified as female. Previous research suggests that age and gender can influence bodily sensitivity. As a result, these findings may not fully apply to older adults or men.</p>
<p>Future research could address these limitations by using implicit measures. The authors suggest adapting tools like the Implicit Association Test. Such tests measure subconscious links between concepts. This could allow scientists to probe body representation without asking direct questions. This would help verify if the differences between whole-body and foot perception exist at a subconscious level.</p>
<p>This study provides a new perspective on how we perceive our physical selves. It highlights a split between our immediate sensory reality and our long-term body image. While our nerves may fire uniformly across different limbs, our mind prioritizes the body as a whole.</p>
<p>The study, “<a href="https://doi.org/10.1177/17470218251396137" target="_blank">Ghost Sensations Across the Body: Trait and State Differences in Spontaneous Somatic Experience</a>,” was authored by Myrto Efstathiou, Louise S. Delicato, and Anna Sedda.</p></p>
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<td><a href="https://www.psypost.org/study-links-social-aspects-of-pickleball-to-improved-student-energy-levels/" style="font-family:Helvetica, sans-serif; letter-spacing:-1px;margin:0;padding:0 0 2px;font-weight: bold;font-size: 19px;line-height: 20px;color:#222;">Study links social aspects of pickleball to improved student energy levels</a>
<div style="font-family:Helvetica, sans-serif; text-align:left;color:#999;font-size:11px;font-weight:bold;line-height:15px;">Dec 17th 2025, 12:00</div>
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<p><p>A recent pilot study conducted in Japan suggests that participating in a single session of pickleball may lead to immediate improvements in vitality among first-year university students. The findings indicate that the sport could serve as an accessible option for physical education programs aimed at supporting student mental health through social interaction and exercise. The research was published in the <em><a href="https://doi.org/10.3390/jfmk10030352" target="_blank">Journal of Functional Morphology and Kinesiology</a></em>.</p>
<p>The global popularity of pickleball has surged in recent years, drawing attention to its potential benefits beyond simple recreation. While the positive effects of regular physical activity on long-term physical and mental health are well-established, there is less evidence regarding the immediate psychological impact of specific sports on younger demographics. Previous research on pickleball has predominantly focused on older adults and the benefits of long-term participation. Consequently, it remains unclear whether a single, short-term session can produce measurable mood changes in university students.</p>
<p>First-year university students represent a population that faces specific challenges. This transition period is often accompanied by developmental and academic pressures that can impact mental well-being. Educational institutions frequently seek practical ways to enhance student health and retention through physical activity programs. Recent systematic reviews have highlighted that incorporating physical activity into university curricula can improve mental health outcomes. However, there is a need for activities that are easy to learn and socially engaging.</p>
<p>Pickleball is viewed as a promising candidate for these programs because it combines moderate-to-vigorous physical exertion with a strong element of social interaction. The sport is known for being accessible to beginners and allows for mixed-gender participation. </p>
<p>“We were motivated by a practical gap: while physical activity is known to support mental health, there is limited evidence on the immediate psychological effects of specific, socially interactive sports among university students, especially in real educational settings. Because pickleball is easy to learn and highly social, we examined whether one class session could be associated with short-term mood changes in first-year students,” explained study author Goichi Hagiwara, a professor at Kyushu Sangyo University.</p>
<p>To investigate this, the researchers recruited 106 first-year students enrolled in a sports science course at a Japanese university. The sample consisted of 75 men and 31 women with an average age of roughly 18 years. Most participants had experience with competitive sports generally but had little or no prior experience playing pickleball. The researchers organized the activity within a standard 100-minute class period. The session began at 11:00 a.m. to minimize variations in mood that might be caused by the time of day.</p>
<p>The students were divided into 12 teams, which had been formed randomly earlier in the semester. The session featured a doubles tournament using a single-elimination format. Each match consisted of a best-of-three-sets structure, with every set lasting five minutes. </p>
<p>To ensure everyone remained active, teams that were eliminated from the main tournament were encouraged to play friendly matches against other eliminated teams or to cheer for their peers. This design allowed the researchers to observe the effects of the sport in a realistic educational setting rather than a strictly controlled laboratory environment.</p>
<p>To assess changes in mood, the researchers employed the Two-Dimensional Mood Scale. This assessment tool is designed to capture momentary psychological states rather than stable personality traits. The scale focuses on two fundamental axes: pleasure and arousal. Based on these axes, the scale categorizes mood into four distinct dimensions. These dimensions are vitality, stability, pleasure, and arousal. Participants completed the scale immediately before and after the class to measure any fluctuations in these states.</p>
<p>In addition to the quantitative scale, the students were given the option to provide written feedback regarding their experience. This allowed the researchers to gather qualitative data on student sentiment and to interpret the statistical findings with greater context. The combination of numerical data and open-ended responses provided a more comprehensive view of how the students perceived the activity.</p>
<p>The analysis of the data revealed a statistically significant increase in vitality scores following the pickleball session. This suggests that the students felt more energetic and lively after playing. The data also showed positive trends for pleasure and arousal, although these specific increases did not reach the threshold for statistical significance. The scores for stability remained largely unchanged. </p>
<p>When the researchers compared the results between male and female participants, they found no significant differences. This indicates that the mood-enhancing benefits of the activity were similar across genders.</p>
<p>The researchers observed that the baseline vitality scores were relatively high even before the activity began. This high starting point may have limited the magnitude of the observed increase, a phenomenon known as a ceiling effect. The anticipation of the tournament or the social nature of the pre-existing groups might have contributed to these elevated pre-activity scores. Despite this, the increase in vitality remained statistically significant.</p>
<p>“Even modest changes can still be meaningful if such activities are repeated or embedded within supportive environments,” Hagiwara said.</p>
<p>Qualitative responses provided further context for the statistical findings. A majority of the students described the activity as fun or good. Approximately one-quarter of the written comments referenced themes related to social interaction, such as cooperation and exchange. </p>
<p>These responses suggest that the social aspect of the game was a key component of the students’ enjoyment. Some students mentioned winning in their reflections, often in relation to the group experience. This highlights that the collaborative aspects of the tournament helped shape the emotional response.</p>
<p>The study authors noted that while most responses were positive, enjoyment appeared linked to active participation. One student noted that active engagement was necessary to benefit from the experience. This aligns with previous research suggesting that emotional fulfillment from leisure activities is a better predictor of well-being than casual participation alone. The frequent use of positive language in the open-ended responses supports the conclusion that the tournament format was engaging for the students.</p>
<p>“The main takeaway is that participating in the session was associated with a modest improvement in vitality (feeling more energized) immediately after the activity,” Hagiwara told PsyPost. “Other mood indices showed positive but non-significant trends. This does not mean pickleball is a cure for mental health problems; rather, accessible and enjoyable group activities may offer small short-term benefits in everyday contexts.”</p>
<p>But the study, like all research, includes some caveats. The absence of a control group means that it is difficult to determine whether the improvements in mood were caused specifically by playing pickleball. Other factors could have influenced the results, such as the excitement of competition or simply taking a break from academic work. The sample was comprised entirely of sports science students who likely have a higher affinity for physical activity than the general student population.</p>
<p>Despite these limitations, the study provides preliminary evidence that pickleball can be an effective tool for improving mood in university students. The findings support the idea that incorporating socially interactive sports into university physical education can contribute to student well-being. </p>
<p>“Future controlled and repeated-session studies are needed,” Hagiwara said. “We hope to test the findings using more rigorous designs (e.g., control conditions, repeated sessions, and comparisons of competitive vs. recreational formats) and to examine how social interaction and participation structure relate to student well-being.”</p>
<p>The study, “<a href="https://doi.org/10.3390/jfmk10030352" target="_blank">Exploring the Impact of Pickleball for Improving Mood in First-Year University Students—A Pilot Study in Japan</a>,” was authored by Max Nghiem Lee, Michael Benjamin Fung, and Goichi Hagiwara.</p></p>
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<td><a href="https://www.psypost.org/new-study-maps-the-psychology-of-romance-in-taylor-swifts-songs/" style="font-family:Helvetica, sans-serif; letter-spacing:-1px;margin:0;padding:0 0 2px;font-weight: bold;font-size: 19px;line-height: 20px;color:#222;">New study maps the psychology of romance in Taylor Swift’s songs</a>
<div style="font-family:Helvetica, sans-serif; text-align:left;color:#999;font-size:11px;font-weight:bold;line-height:15px;">Dec 17th 2025, 10:00</div>
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<p><p>A scientific analysis of Taylor Swift’s musical catalog reveals that the romantic messages embedded in her lyrics vary dramatically depending on whether a song describes a current relationship or a past breakup. While tracks focusing on active relationships tend to model secure and healthy behaviors, songs centering on relationship dissolution often display anxiety and hostility. These findings regarding the pop star’s influence on listeners appeared in the journal <em><a href="https://psycnet.apa.org/record/2026-23424-001" target="_blank">Psychology of Popular Media</a></em>.</p>
<p>Pop culture acts as a powerful force in shaping how people understand the world around them. This is particularly true for adolescents and young adults who are just beginning to navigate the complexities of romance. </p>
<p>Psychologists refer to the internal blueprints that guide our expectations for love as relationship schemas. These mental frameworks help individuals predict how a partner will behave and determine what constitutes a “good” or “normal” relationship. While family models and personal experiences shape these schemas, media consumption plays a substantial role as well. Music is a particularly potent medium for this type of social learning because it often focuses intensely on emotional and romantic themes.</p>
<p>McKell A. Jorgensen-Wells, a researcher at the Department of Psychology at Western University, led the investigation. She worked alongside Jane Shawcroft, Laramie D. Taylor, and Erin Spencer to decode the specific messages Taylor Swift transmits to her massive audience. The researchers selected Swift because of her unique status in the music industry. She is not merely a popular singer but functions as a “super peer” for her fans. </p>
<p>Swift cultivates a sense of personal connection with her audience through social media interaction and confessional songwriting. This phenomenon, known as a parasocial relationship, creates a dynamic where fans may view her as a trusted friend or mentor. Consequently, the advice and examples found in her lyrics may carry more weight than those of other artists.</p>
<p>The research team conducted a content analysis of Swift’s entire discography through the end of 2023. This included all songs from her ten major studio albums as well as non-album singles. The researchers excluded tracks that did not discuss romance, leaving a final sample of 185 songs. </p>
<p>Trained coders analyzed the lyrics of each song to identify specific attitudes and processes. They examined how the songs portrayed attachment styles, which are psychological categories describing how people relate to intimacy. They also looked for themes of idealism, realism, anger, sexual intimacy, betrayal, secrecy, and conflict resolution.</p>
<p>The researchers first looked at the overall trends across the artist’s career. They found that anxious attachment was the most common orientation depicted. This style appeared in approximately 55 percent of the songs. Anxious attachment is characterized by a fear of abandonment and a need for constant reassurance. In contrast, secure attachment appeared in about 19 percent of the tracks. This style reflects a belief that partners are trustworthy and that the relationship is stable. Avoidant attachment, marked by a desire to keep emotional distance, appeared in roughly 11 percent of the lyrics.</p>
<p>The study also categorized the songs by the phase of the relationship they described. The categories included pre-relationship, during the relationship, breakup, post-relationship, or covering multiple phases. This distinction proved essential to understanding the results. The researchers found that the messages in Swift’s music were not uniform. Instead, the advice changed based on the narrative timeline of the song.</p>
<p>Songs that were set “during” a relationship presented the most positive psychological models. These tracks were statistically more likely to depict secure attachment. They also contained higher levels of romantic realism. Realism in this context involves acknowledging that healthy relationships require work and may include mundane moments or minor disagreements. These songs were also more likely to show prosocial behaviors, such as empathy and support between partners.</p>
<p>In contrast, the researchers found that songs focused on breakups offered a very different set of behavioral models. Breakup tracks were strongly associated with anxious attachment styles. They frequently featured themes of anger and a desire for revenge. These songs were also much more likely to depict betrayal. The data showed that breakup songs rarely contained messages of realism or prosocial behavior.</p>
<p>The authors noted that this pattern aligns with how people often experience real-life relationships. Individuals may feel secure while a relationship is ongoing but become anxious and distressed when it ends. However, the researchers expressed concern about the lack of positive coping mechanisms in the breakup lyrics. The heavy focus on revenge and hostility suggests that the music validates negative reactions to heartbreak rather than modeling healthy grief or resilience.</p>
<p>The study also examined how these themes evolved across Swift’s different albums. The analysis showed that the prevalence of sexual content varied by era. Songs from the album Fearless were likely to have no sexual content at all. Conversely, the album reputation contained the highest frequency of clear sexual references. The album Lover tended to use vague sexual allusions.</p>
<p>Attachment styles also shifted depending on the album. The albums evermore and Midnights contained more depictions of avoidant attachment than others. The album 1989 featured higher levels of fearful attachment, which is a mix of high anxiety and high avoidance. The album Lover stood out as having more representations of secure attachment.</p>
<p>In addition to analyzing the lyrics, the researchers investigated whether specific themes correlated with a song’s popularity. They used Spotify streaming numbers as a proxy for popularity. The analysis controlled for factors such as the song’s genre and whether it was included on the setlist for the Eras Tour.</p>
<p>The strongest predictors of a song’s popularity were the album it appeared on and its inclusion in the Eras Tour concert. This suggests that marketing and live performance exposure drive listening habits more than specific lyrical themes. However, when the researchers removed these control variables, they found a connection between sexual content and streams. Songs with clear sexual references had higher streaming numbers than those with no sexual content.</p>
<p>The authors provided several caveats regarding their work. They acknowledged that quantifying art is inherently difficult. A song is a narrative arc, and coding it for specific variables might miss the nuance of the storytelling. </p>
<p>For example, a song might mention secrecy as a negative element that the couple eventually overcomes. A content analysis might simply flag the presence of secrecy without capturing the resolution. </p>
<p>Additionally, using Spotify streams to measure popularity has limitations. Older albums were released before streaming was dominant, so their play counts might not fully reflect their cultural impact at the time of release.</p>
<p>Despite these limitations, the study offers practical implications for listeners and parents. The findings suggest that consuming Swift’s music requires a level of media literacy. The researchers recommend that listeners engage with the lyrics critically rather than passively absorbing them. This is especially relevant for adolescents. Parents can help by discussing the messages in the songs with their children.</p>
<p>It is useful to point out the distinction between the “during” and “breakup” songs. Parents might encourage young fans to emulate the support and realism found in the songs about active relationships. Simultaneously, they could frame the breakup songs as outlets for venting emotion rather than roadmaps for how to act. </p>
<p>The researchers emphasize that mindful listening can allow fans to enjoy the music without unintentionally adopting unhelpful attitudes toward romance. The goal is not to stop listening but to understand that the “Taylor Swift universe” presents a complex mix of healthy and unhealthy relationship dynamics.</p>
<p>The study, “<a href="https://psycnet.apa.org/doi/10.1037/ppm0000606" target="_blank">Romantic Ideas and Ideals in Popular Music: A Content Analysis of the Taylor Swift Musical Catalog</a>,” was authored by McKell A. Jorgensen-Wells, Jane Shawcroft, Laramie D. Taylor, and Erin Spencer.</p></p>
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<p><strong>Forwarded by:<br />
Michael Reeder LCPC<br />
Baltimore, MD</strong></p>
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