People who rate themselves as more physically attractive tend to differ in certain demographic traits, beliefs, and workplace personality characteristics. Recent research suggests that being male, having a university degree, and possessing high levels of optimism and emotional stability are all linked to higher self-ratings of physical beauty. These findings, published in Evolutionary Psychology, provide evidence about how people perceive their own looks, which the authors interpret as being intertwined with personal confidence and status signaling.
The central subject of the research is self-assessed physical attractiveness. This concept refers to how good-looking a person believes they are, measured on a simple numerical scale, regardless of how an outside observer might rate them.
The investigation was led by Adrian Furnham, a professor emeritus in the Department of Leadership and Organisational Behaviour at the Norwegian Business School, alongside David S. Semmelink, who is affiliated with the University of Pretoria and test publisher Thomas International. The researchers wanted to explore the personality traits, cognitive abilities, and demographic factors that predict a person’s belief in their own beauty.
“I have long been interested in how well calibrated most people are with respect to their intelligence by looking at the relationship between IQ test scores and personal estimates,” Furnham told PsyPost. “I have done the same for emotional intelligence.”
“This paper is simply an extension to physical attractiveness, which is clearly an important asset as we know a lot about the ‘beauty premium,’” he continued. “Our primary interest was in personal correlates of PA [physical attractiveness], as it is difficult (but possible) to get more objective measures of PA (both face and body).”
Research on the “beauty premium” suggests that physical attractiveness can be an asset for occupational success and mate selection, providing advantages ranging from hiring decisions to earnings. Because confidence itself can be an attractive quality, people who rate themselves highly may project a social self-assurance that benefits them in competitive environments.
How people rate their own looks appears to reflect more than their actual features. A 2023 review found evidence that people’s ratings of their own looks tend to be boosted by self-esteem and confidence, not just their physical features.
Self-perceptions of attractiveness have also been linked to people’s values. For example, a study covered by PsyPost in 2025 indicated that higher self-perceived physical attractiveness was associated with greater materialism through an increased tendency to engage in social comparison. Earlier research by Furnham and a colleague covered by PsyPost in 2024 found that men tend to prioritize physical appearance in a partner more than women do, providing context for why self-evaluations might differ by sex.
To investigate these dynamics, the researchers divided their work into two separate studies. The first study included 799 working-age adults recruited from individuals who had completed workplace assessments through Thomas International. The sample was 58 percent women, had an average age of 47, and was predominantly British (54 percent).
Participants rated their own physical attractiveness on a scale from 0 to 100. They also reported demographic details, ideological beliefs such as religiosity and political orientation, and general optimism. In addition, they completed a workplace personality questionnaire measuring six traits (conscientiousness, emotional adjustment, curiosity, approach to risk, ambiguity acceptance, and competitiveness) and a behavior-style assessment measuring dominance, influence, steadiness, and compliance.
Across the first sample, the average self-rating of attractiveness was approximately 58 out of 100. Men rated themselves roughly 3 to 4 points higher than women, and university graduates scored about 3.5 points higher than nongraduates. The authors noted that education tends to be associated with occupational status and income, which are valued in a mate.
Ideological factors were also linked to self-ratings, with more religious, optimistic, and politically left-leaning participants giving higher scores. In terms of personality, the strongest positive associations were for competitiveness and for emotional adjustment, which refers to emotional resilience and stable moods. In contrast, ambiguity acceptance, meaning comfort with unclear or unpredictable situations, was linked to lower scores.
The workplace behavior-style assessment added little. Two of its four scales were dropped before the main analysis because they overlapped heavily with the others, and the remaining two were not related to self-ratings once the other factors were considered.
The authors had hypothesized that religious participants would rate their appearance higher, suspecting that faiths emphasize the unique worth of individuals and promote self-assurance. The link with liberal politics was weaker. They had expected it based on proposed connections between politics, intelligence, and attractiveness, but it runs against a 2017 study suggesting that conservatives tend to be rated as more attractive, and they note it needs replication.
Furnham noted that this religious connection was one of the more eye-catching patterns in the data. “I was intrigued by the association between religion and PA, more religious people believing they were more PA,” he said.
The researchers then conducted a second study with 292 working-age adults to examine whether these findings held up and to introduce an objective test of cognitive ability. Participants completed the same demographic, ideological, and six-trait personality surveys (without the behavior-style assessment), alongside a timed cognitive assessment measuring speed and accuracy in reasoning, spatial visualization, and perceptual tasks.
The second study replicated several key findings from the first. Holding a university degree, possessing higher optimism, and scoring high on trait emotional adjustment were again linked to higher self-ratings of physical attractiveness.
Several other links did not hold up. In the second study, sex, political views, competitiveness, and ambiguity acceptance were not related to self-ratings in the final analysis, and religiosity stopped being a reliable predictor once intelligence scores were added. Altogether, the measured factors accounted for about 15 percent of the differences in self-ratings in the first study and 23 percent in the second.
Cognitive ability showed a negative association with self-rated looks, meaning participants who performed better on the mental ability test rated their appearance slightly lower. In statistical terms, cognitive ability added only about 1 percent to the explained variation.
The authors suggest that people with higher general intelligence may simply be more realistic, or more honest, about their looks. They also note the puzzle that holding a degree was linked to higher self-ratings even though measured intelligence was linked to lower ones, and they suggest degrees serve as a more visible, socially recognized signal of ability than test scores. This negative relationship stands in contrast to a 2011 study, which found that objective intelligence is positively associated with other people’s ratings of physical attractiveness.
The researchers also conducted an exploratory analysis of nationality differences, which accounted for about 8 percent of the variation in attractiveness scores. British participants reported lower self-ratings than American, Canadian, Australian, and South African respondents, though the authors cautioned that the national groups differed greatly in size.
“Although it was not the focus of this study, there was considerable press interest in the fact that the British sample, compared to others … gave significantly lower estimates,” Furnham explained. “We did not have a big enough sample to really test this, which was not the focus of the study. We thought it may be a form of ‘humble bragging’ which the British are known for.”
The authors offer a similar explanation in the paper, suggesting that British respondents may lean toward modesty or understatement, but they describe the idea as speculative.
Furnham pointed out that cultural standards often dictate how people describe themselves in public. “We noted that there are various social conventions about self-descriptions and evaluations of personal characteristics including attractiveness,” he said. “Many cultures require people, more often women, to be publicly demure. Modesty is valued and hubris condemned.”
“Equally, it is important to ‘maintain a good appearance’ through diet, self-grooming, etc.,” he continued. “Clearly there are also socio-cultural, as well as individual difference factors, that impact on PA.”
The broader patterns align with research covered by PsyPost in 2026, which found that higher self-perceived attractiveness was associated with a greater willingness to share ideas at work, though only among employees who saw appearance as a useful tool for influence. That study focused on communication behaviors on the job, whereas the current paper examined broader traits and outlooks such as optimism and emotional adjustment.
Furnham sees practical stakes in the findings. “Being self-aware of your personal characteristics like ability, EQ [emotional intelligence], and attractiveness is important,” he emphasized. “There is a massive literature on ‘the beauty premium’ which suggests PA has many consequences in life. People who both under- and over-estimate their abilities and attractiveness can experience a number of negative consequences.”
One outside researcher said the findings complement established work on the “beautiful is good” effect. “The classic ‘beautiful is good’ halo means that people perceived as attractive are often judged more favorably in other domains, which can shape social relationships and workplace opportunities, including hiring and promotion,” explained Antonio Olivera-La Rosa, a full professor at Universidad Católica Luis Amigó in Colombia specializing in social perception, judgment, and decision-making, who was not involved in the research. “These findings raise a complementary possibility: a favorable view of ourselves and our prospects may also influence how attractive we think we are, although the study cannot establish that direction of influence.”
As with all research, there are a few things to keep in mind regarding these conclusions. The project relied on a single question to capture self-rated physical attractiveness, which cannot differentiate between facial beauty and body characteristics like shape or fitness.
“As we all know, statistical significance is not the same as social significance,” Furnham pointed out. “None of our effects were ‘large’ in terms of statistics, but we did replicate the findings in two studies.”
The studies also lacked objective ratings from outside observers. Without external evaluations, researchers cannot determine whether participants were evaluating themselves accurately or simply misjudging their appearance.
“Given the self-fulfilling nature of under-estimating your PA it would be a good idea to get a number of ‘observers’ (not only friends and family) to give detailed feedback on all aspects of personal physical attractiveness to be more informed and better calibrated,” Furnham advised.
Future research could explore how these self-evaluations develop over time and whether they can be adjusted. Researchers might also examine people whose self-ratings differ sharply from how others see them.
Olivera-La Rosa suggested linking self-ratings to research on perceived creepiness, which examines why some people come across as unsettling and how that leads others to avoid them. “I would test whether appearance-based acceptance or rejection gradually becomes part of our self-image,” he told PsyPost. “Comparing self-ratings with observers’ impressions and following real interactions over time could connect these findings with research on perceived ‘creepiness’ and social avoidance, helping clarify how others’ reactions might shape how attractive we feel.”
The authors are already looking to apply this research model to other personal beliefs. “We have collected a lot of data of self-estimates of personal characteristics like health, wealth and happiness,” Furnham said. “We intend to explore the data in the same way: notably individual difference correlates of these estimates.”
The study, “Self-Estimated Attractiveness: Demographic and Personality Correlates,” was authored by Adrian Furnham and David S. Semmelink.
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