(© pressmaster - stock.adobe.com)
TEL AVIV — As millions of music lovers eagerly check out their annual “Spotify Wrapped” and “Apple Music Replay” summaries this December, seeing their most-played artists and songs of 2024 displayed in colorful infographics, many might wonder: why do these particular musicians dominate our playlists? What draws us so consistently to certain artists while others leave us cold? A fascinating study suggests there’s more to our musical preferences than just enjoying a catchy melody or compelling beat. According to researchers, we tend to be drawn to musicians whose personalities mirror our own – a phenomenon they’ve dubbed “the self-congruity effect of music.”
Think about your favorite musicians. Maybe you’re drawn to the introspective melancholy of Radiohead, the exuberant energy of Beyoncé, or the rebellious spirit of Nirvana. According to this research, published in 2020 in the Journal of Personality and Social Psychology, these preferences aren’t random – they’re likely influenced by how closely the artist’s public personality matches your own.
Connecting personality traits to musical preferences
Through three interconnected studies involving over 86,000 participants, researchers David M. Greenberg, Sandra C. Matz, and their colleagues revealed fascinating patterns in how personality traits connect listeners to their favorite artists. Their investigation combined traditional personality assessments with innovative data analysis techniques, including artificial intelligence examination of song lyrics and extensive analysis of Facebook user data.
Researchers covered all genres and eras, ranging from Paul McCartney, Bob Dylan, Elton John, Whitney Houston, and The Rolling Stones to newer acts like Coldplay, Jay-Z, Adele, Pitbull and Taylor Swift.
The first study involved 6,279 participants who completed personality assessments and then rated both their own traits and those they perceived in various musical artists. For example, they might evaluate how extroverted they considered themselves compared to how extroverted they perceived artists like Taylor Swift or Radiohead to be. The results showed strong correlations between listeners’ self-reported personality traits and how they viewed their favorite musicians’ personalities.
To verify whether these perceived connections reflected reality, the researchers analyzed data from 75,296 Facebook users who followed different musical artists and had completed personality assessments. This massive dataset revealed clear patterns: fans really do tend to share personality traits with their favorite musicians. Notably, followers of artists like David Bowie and Radiohead – musicians associated with creative experimentation – scored higher in openness to experience, while fans of more conventional pop artists typically showed different personality patterns.
The research team then employed an innovative approach to objectively assess artists’ personalities: they used artificial intelligence to analyze the lyrics of musicians’ most popular songs. This computational analysis provided an independent measure of artists’ public personas that still showed significant correlations with their fans’ personality traits.
The final study, involving 4,995 participants, demonstrated that personality matching actually predicted musical preferences. The closer the personality alignment between listener and artist, the more likely someone was to enjoy that artist’s music. This effect remained significant even after accounting for other factors like age, gender, and preferred musical styles.
Psychological roots
Think about what this means in practical terms. An introspective person who values deep thinking might naturally gravitate toward Bob Dylan’s poetic complexity, while someone who thrives on social energy might feel more connected to the Black Eyed Peas’ party anthems. These preferences aren’t just about the musical style – they’re about finding artists whose psychological makeup resonates with our own.
From an evolutionary perspective, this tendency might have served an important social function. Music has existed in every known human culture, potentially helping our ancestors identify and bond with like-minded individuals. Just as we tend to form friendships with people who share our personality traits, our musical preferences might act as a subtle signal of our psychological characteristics, helping us find our social tribe.
“In today’s world, where social divisions are increasing, our studies are showing us how music can be a common denominator to bring people together,” Dr. Greenberg, of Bar Ilan University, says in a statement.
“The findings can be applied to situations involving mental health. For example, in times of stress and uncertainty, listeners can seek music of artists with similar personalities to themselves and feel understood and a sense of connectedness,” Dr. H. Andrew Schwartz of Stony Brook University adds.
What’s your ‘Spotify Wrapped’ or ‘Apple Music Replay’ say about you?
While the research focused on Western popular music, the implications extend beyond any particular genre or culture. The findings suggest that music serves as more than entertainment – it’s a powerful tool for self-expression and social connection. When we share our favorite songs or attend concerts, we’re not just sharing music; we’re signaling aspects of our personality and finding others who see the world similarly.
Consider how streaming services might use these insights to improve music recommendations, or how understanding this connection might help explain the intense emotional bonds fans often feel with certain artists. The research opens new avenues for understanding how music shapes our social world and personal identity.
As you scroll through your own Spotify Wrapped or Apple Music Replay statistics, noting which artists claimed the most minutes of your listening time this year, consider that you might be seeing more than just a music report – you’re looking at a reflection of your own personality. Those hours spent with certain artists might indicate a deeper connection than mere entertainment. Perhaps our end-of-year music summaries reveal not just what we listened to, but whisper something about who we are at our core. After all, in the endless stream of available music, we seem to find and return to the artists who not only play the songs we love, but who mirror the people we are.
Paper Summary
Methodology
The researchers designed their investigation like a three-act play, with each study building upon the previous one. In Study 1, they started with a fundamental question: do people perceive connections between their own personality and their favorite artists’? Participants completed a brief personality assessment called the Ten-Item Personality Inventory, rating themselves on the Big Five personality traits. They then selected a musician from a list of 50 popular artists and rated both the artist’s personality and the typical personality of that artist’s fans.
The second study took a more objective approach by examining real-world behavior. Rather than relying on perceptions, the researchers analyzed data from Facebook users who had both completed personality assessments and “liked” various musicians’ pages. This gave them insight into natural fan behavior outside of a laboratory setting. They also developed an innovative way to assess artists’ personalities by using artificial intelligence to analyze the lyrics of each artist’s ten most popular songs, looking for language patterns that previous research had linked to different personality traits.
Study 3 brought everything together by testing whether personality matching actually predicted musical preferences. Participants rated how much they liked various artists’ music while also completing personality assessments. The researchers then used sophisticated statistical modeling called multilevel modeling to account for various factors that might influence musical taste, including age, gender, and general preferences for different musical features like tempo or emotional tone.
Results
The findings painted a consistent picture across all three studies. In Study 1, people’s perceptions showed strong connections between their own personality traits and those they saw in their favorite artists. For example, more extroverted people tended to perceive their favorite artists as being more extroverted too.
The Facebook analysis in Study 2 confirmed these perceptions weren’t just in people’s heads. Fans really did tend to share personality traits with their favorite artists, particularly for traits like openness to experience and agreeableness. The computer analysis of lyrics provided independent confirmation of these personality matches.
Study 3 demonstrated that personality matching predicted musical preferences even after controlling for other factors. The effect was similar in strength to other known influences on musical taste, like gender matching (preferring artists of the same gender) or matching musical features (preferring certain styles or sounds).
Limitations
Like any research, this study has important boundaries around its findings. The research focused primarily on mainstream Western artists, so we can’t be certain these patterns hold true for all musical cultures or less well-known musicians. The study also couldn’t determine whether people are naturally drawn to similar artists or gradually become more like their favorite musicians over time.
The Facebook data, while extensive, might not represent all music listeners, as Facebook users tend to be younger and more tech-savvy than the general population. Additionally, the artificial intelligence analysis of lyrics can only capture personality traits expressed through words, missing other ways artists might express their personalities through music, performance, or public behavior.
Discussion and Takeaways
This research challenges our understanding of why we like the music we do. Rather than just responding to musical features like rhythm or melody, we appear to be engaging in a form of social connection through music. This helps explain why fans often feel such strong personal connections to certain artists – they may be recognizing aspects of their own personality in the musician’s public persona.
The findings have practical implications for how we might improve music recommendation systems, suggest new ways of understanding fan communities, and offer insights into music’s role in personal and social identity development. They also support theories about music’s evolutionary role in human society, suggesting it might have helped our ancestors identify and bond with like-minded individuals.
Funding and Disclosures
The research was partially funded by the Zuckerman STEM Leadership Program, which supported David M. Greenberg’s work. The researchers used data from various sources including the Musical Universe project and the MyPersonality project, and they declared no conflicts of interest. All data collection and analysis methods were reviewed and approved by appropriate ethical review boards.
This article is an update of a post first published on StudyFinds on July 17, 2020.
