Musical taste and personality are genuinely connected, but the relationship is far weaker and more tangled than pop-psychology quizzes suggest. A meta-analysis pooling data across multiple studies found that nearly all correlations between standard personality traits and music-style preferences were very small, with most hovering near zero. Only a handful exceeded even a modest threshold, and the strongest links clustered around one trait: openness to experience. The science here is real, but the effect sizes should temper anyone’s confidence that a Spotify playlist is a personality test.
Openness and Extraversion Do Most of the Heavy Lifting
Of the five major personality dimensions psychologists typically measure, two stand out when it comes to music. Openness to experience, which captures curiosity, imagination, and a taste for novelty, shows the most consistent links. People who score high on openness tend to prefer reflective or complex music like jazz and blues, as well as intense or rebellious genres like rock and metal, while showing less interest in conventional pop and country. Extraverts, meanwhile, lean toward energetic, rhythmic music and upbeat, mainstream fare.
Those patterns have shown up across multiple studies and different populations. Research with Dutch adolescents found that music preferences were not only linked to personality but were relatively stable over intervals of one to three years, suggesting these aren’t just passing phases.1European Journal of Personality. Adolescents’ music preferences and personality characteristics A study of university students confirmed the openness-to-complex-music link and the extraversion-to-upbeat-music link, though some individual correlations varied by sample.2Psychology of Music. Personality, uses of music, and music preference: The influence of openness to experience and extraversion
The catch is that even the strongest of these correlations are small. The meta-analysis found that only six out of thirty tested personality-genre pairings exceeded even a minimal correlation threshold, and all of them qualified as “very small” in statistical terms.3Personality and Individual Differences. Can personality traits predict musical style preferences? A meta-analysis Personality, in other words, accounts for a sliver of why you prefer the music you do. Everything else, your upbringing, your friends, what was playing at a formative moment, the algorithm that caught your ear, matters at least as much, and probably more.
How You Use Music May Reveal More Than What You Play
Researchers have increasingly shifted focus from what genres people like to how they use music in daily life. This turns out to tell a more interesting story about personality, especially for neuroticism, the trait that captures emotional instability, anxiety, and moodiness.
A meta-analysis looking specifically at neuroticism and music-based emotion regulation found a consistent moderate positive link: people who score higher in neuroticism are more likely to turn to music as a tool for managing their moods.4Musicae Scientiae. Neuroticism and emotion regulation through music listening: A meta-analysis That makes intuitive sense. If you’re prone to emotional ups and downs, music is an accessible, private, on-demand way to soothe or redirect those feelings.
But the strategy matters. Research on different emotion-regulation styles through music found that “discharge,” the practice of using music to vent or express negative emotions like anger and sadness, was associated with increased anxiety and higher neuroticism scores. This pattern was especially strong in males.5PubMed Central. Maladaptive and adaptive emotion regulation through music: a behavioral and neuroimaging study of males and females In other words, cranking angry music when you’re already upset may feel cathartic but could entrench the mood rather than resolve it. The people who use music to reappraise or distract from negative emotions tend to fare better emotionally.
Situational context adds yet another layer. A systematic review found that people don’t just gravitate toward genres that match their personality in a fixed way. Instead, they select music in the moment based on emotional congruency: matching their current feeling and their desired emotional destination. Someone might choose upbeat pop to lift their energy on a Monday morning and then switch to mellow acoustic folk that evening to wind down.6PubMed Central. Personality characteristics, music listening, and psychological well-being: a systematic and scoping review Personality shapes the patterns across those moments, but context drives any single listening choice.
Empathizers and Systemizers Hear Music Differently
Beyond the Big Five, cognitive style offers a different lens on musical taste. A series of studies examined the empathizing-systemizing framework, which describes where people fall on a spectrum between understanding others’ emotions and analyzing rule-based systems. People whose cognitive style tilts toward empathizing preferred mellow music with attributes like warmth, sensuality, and emotional depth. People who lean toward systemizing preferred intense music characterized by high energy, tension, and sonic complexity.7PLoS ONE. Musical Preferences are Linked to Cognitive Styles
What makes this finding interesting is that it goes beyond genre labels to the sonic and psychological qualities of the music itself. The empathizers weren’t just picking “softer” genres at random; they consistently chose music with gentle, warm, and thoughtful qualities. The systemizers weren’t just picking “louder” music; they were drawn to complexity, tension, and animation. This suggests the link between thinking style and music runs deeper than a superficial association with genre brands. How your brain tends to process the world shows up in what kinds of sounds feel satisfying.
Your Favorite Lyrics Leave a Personality Fingerprint
Most research on music and personality focuses on genre or sonic features, but lyrics carry their own signal. A study analyzing the actual words in people’s self-reported favorite songs found that personality traits predicted specific linguistic patterns. Extraverts gravitated toward songs expressing positive emotions. Conscientious individuals preferred songs showing cognitive complexity.8Journal of Research in Personality. Personality predicts words in favorite songs
A separate study dug deeper into specific lyrical themes. People who scored low on agreeableness were drawn to vulgar or transgressive lyrics. Those high in extraversion and agreeableness enjoyed lyrics about communal activities and fun. And those high in neuroticism and openness preferred lyrics about human emotional experience, as well as themes of history, nature, and mythology. Fans of science-fiction lyrics scored high on openness and little else.9PLOS ONE. The role of moral reasoning & personality in explaining lyrical preferences
There’s a striking consistency here: people seem to gravitate toward lyrical content that mirrors their inner emotional landscape. Anxious, introspective people choose songs about pain and beauty. Sociable, trusting people choose songs about friendship and good times. It’s less that lyrics shape who you are and more that you recognize yourself in the words you keep returning to.
Music as a Social Signal
People don’t just listen to music privately. They share playlists, wear band shirts, and talk about what they listen to, because music preferences serve a social function. Research has shown that individuals use music as a basis for intergroup differentiation, drawing social boundaries around shared tastes in ways that echo the dynamics of other group identities.10PubMed. Can music bring people together? Effects of shared musical preference on intergroup bias in adolescence
Music preferences also act as a kind of personality broadcast. Studies have demonstrated that people use their musical taste to communicate information about who they are, and that strangers can, to some degree, pick up on those signals and form personality impressions from them.11PubMed. Message in a ballad: the role of music preferences in interpersonal perception In one line of research, even physical appearance and expressive pose provided enough cues for observers to guess music preferences at above-chance rates.12PubMed Central. Appearance Reveals Music Preferences
This is part of why musical taste feels so personal, and why people can be oddly defensive about it. If your playlist doubles as a personality resume, criticism of your music feels like criticism of you. That social dimension may actually reinforce personality-music links over time: you listen to music that signals the identity you want to project, which deepens your attachment to that music, which further shapes the impression others form.
What Streaming Data Can and Cannot Predict
The rise of streaming platforms has given researchers something they never had before: detailed, timestamped records of what millions of people actually listen to, as opposed to what they say they listen to on a survey. That data has proven surprisingly useful for personality prediction. Machine-learning models trained on Spotify listening patterns predicted the Big Five personality traits with what researchers described as moderate to high accuracy.13Social Psychological and Personality Science. “Just the Way You Are”: Linking Music Listening on Spotify and Personality
A separate large-scale study of over twenty thousand participants found that reactions to unfamiliar musical excerpts predicted personality differences, especially in openness and extraversion, beyond what demographics alone could account for. When the researchers looked at a naturally occurring behavioral measure, Facebook likes for musical artists, those preferences predicted personality as well.14PubMed. Musical Preferences Predict Personality: Evidence From Active Listening and Facebook Likes
This doesn’t mean Spotify knows you better than your therapist. Predicting personality from aggregated listening patterns across thousands of people is not the same as reading any one person’s character from their playlist. The models work because they pick up on broad statistical tendencies. For any given individual, the prediction might be wildly off. Your private listening habits, the guilty-pleasure pop you never play at parties, the ambient drone you sleep to, may send signals that contradict the “personality” your public playlist implies.
Professional Musicians Have a Distinct Profile
While most of this research focuses on listeners, the personality of people who make music is its own subject. A study comparing professional musicians, amateur musicians, and non-musicians found a clear gradient in openness to experience: professionals scored highest, amateurs scored in the middle, and non-musicians scored lowest. Professionals also scored higher in neuroticism and lower in both agreeableness and conscientiousness compared to amateurs.15Personality and Individual Differences. Musical expertise and personality – differences related to occupational choice and instrument categories
The lower conscientiousness finding might surprise anyone who has seen the grueling discipline required of a concert pianist or session guitarist. But conscientiousness in personality research captures rule-following, orderliness, and preference for structure, not necessarily raw work ethic. Artists who build careers around creative expression may score lower on those conventional markers precisely because their work demands breaking rules and embracing ambiguity. The elevated neuroticism, meanwhile, fits a long-observed pattern: the emotional sensitivity that can make daily life harder may also deepen artistic engagement.
Sensation Seeking, Chills, and the Body’s Response
Sensation seeking, a personality construct that captures the appetite for novel, intense, and sometimes risky experiences, has a well-documented relationship with musical preference. People who score high on sensation seeking tend to gravitate toward aggressive, high-arousal music.16Musicae Scientiae. Sensation Seeking, Music Preference, and Psychophysiological Reactivity to Music Neuroimaging research has found that the brain connectivity patterns associated with sensation seeking differ between fans of heavy metal and fans of classical music, suggesting the relationship between this trait and musical preference has a detectable neural signature.17NeuroReport. Neural intrinsic functional connectivity associated with sensation seeking in heavy metal music and classical music lovers
And then there’s frisson, that involuntary shiver or goosebumps response that certain passages of music can trigger. Research found that how often someone experiences frisson is positively linked to openness to experience and several of its subfacets, including fantasy, aesthetics, feelings, ideas, and values.18Psychology of Music. Getting aesthetic chills from music: The connection between openness to experience and frisson If you regularly get chills from a particular chord progression or vocal line, you likely score high on that dimension. It’s one of the more charming findings in this literature: your body’s goosebumps are, to a degree, a readout of your personality.
Culture Reshapes the Entire Map
Most of the research on music and personality has been conducted in Western, educated, industrialized populations. When researchers adapted standard music-preference scales for a Chinese sample, they found that the underlying factor structure of music preference itself differed from what Western studies had identified. The dimensions along which Chinese listeners organized their preferences were not the same dimensions that emerged in American or European samples, even though the correlations between personality and those locally-relevant dimensions remained present.19Musicae Scientiae. Relationship between personality and music preference: Psychometric adaptation of the music preference scales in a Chinese sample
This is a meaningful caveat for everything discussed above. When a study says “openness predicts preference for reflective and complex music,” the genres that count as reflective and complex are themselves culturally defined. Jazz may be the paradigmatic “open” genre in an American sample, but the equivalent in a different musical culture could be Hindustani classical or Brazilian tropicália. The personality link may be genuine across cultures, but the specific musical targets it lands on are shaped by what’s available and how a given culture carves up its musical landscape.
Dark Triad Traits and Unusual Listening Patterns
A smaller but growing body of research explores how the so-called “dark” personality traits, narcissism, psychopathy, and Machiavellianism, relate to music. In one study, narcissism interacted with music preference in an unexpected way: people who scored higher in narcissism showed lower stress levels during a stress-inducing task, but only when their preference for classical music was high. When narcissistic individuals did not regularly use music for stress management, they showed enhanced task performance but also greater stress.20Current Psychology. Beneath the surface: The influence of music and the dark triad traits on stress and performance
This area of research is still too thin to draw firm conclusions, but the early results suggest that dark-triad traits don’t simply map onto specific genres. Instead, they seem to interact with how people use music in stressful or emotionally demanding situations. The narcissism-classical music finding, for instance, doesn’t mean narcissists love Beethoven. It means that for some individuals, the combination of a particular personality orientation and a particular kind of musical engagement produces a measurable effect on stress physiology. It’s a reminder that the music-personality relationship is rarely a clean one-to-one mapping and almost always involves interaction effects that simple “genre equals trait” models miss.
Genetics in the Background
Twin studies and molecular genetics research have begun to establish that musicality itself has a heritable component. Studies of musicians and their families have identified specific genetic loci and genes, including the vasopressin receptor 1α gene and the serotonin transporter gene, that appear to contribute to musical engagement.21Journal of Integrative Neuroscience. Genes, brain dynamics and art: the genetic underpinnings of creativity in dancing, musicality and visual arts Since personality traits like openness and neuroticism are also partly heritable, there’s likely some shared genetic architecture underlying both who you are temperamentally and how you engage with music. No one has cleanly separated the causal pathways yet, however. Genes influence personality, personality influences musical engagement, and musical engagement feeds back into mood and identity. Teasing apart where biology ends and experience begins is one of the open challenges in this field.
What the genetics do suggest is that the music-personality link isn’t purely learned behavior. Some portion of why certain sounds resonate with you is baked into your neurochemistry before you ever heard a note. That doesn’t make musical taste destiny, any more than a genetic disposition toward introversion means you’ll never enjoy a party. But it does mean the relationship between personality and music runs deeper than just social influence and cultural exposure.