Key Takeaways
- Personality shapes how confident people feel with computers more than how skilled they are. The personality types most likely to fix their own error messages treat a problem as a puzzle rather than a threat, and that instinct, not ability, drives most of the differences in this survey.
- Personality types with the Thinking trait report the most confidence with technology. ENTJs and INTJs led on solving error messages alone and on believing they could become software developers, while Feeling types reported more anxiety about unfamiliar programs.
- Introverted personalities see themselves as the most online people in their social circles. INTPs were the most likely to say they spend more time online than their friends, and Introverted types also felt most strongly that life would be worse without computers.
- Personality types with the Prospecting trait find it hardest to log off. ENFPs, ESFPs, and ENTPs were the most likely to have fallen asleep while browsing or gaming, while Judging types such as INTJs and ISTJs were the least likely.
- Enjoyment of learning new computer skills is nearly universal across personality types. Even the least enthusiastic personality type agreed at close to 80%, making this the most widely shared answer in the survey.
Why Computer Confidence Differs from Person to Person
Almost everyone uses a computer every day, but personality type shapes what that looks like – including how confident someone feels fixing a problem, how much time they spend online, and how they shop for technology. Some of us treat an error message as a small puzzle to solve before lunch. Others feel a flicker of dread the moment an unfamiliar window opens. Some people lose whole evenings to a screen without noticing, while others close the laptop at a set hour and think nothing of it. Sorted by personality type, these differences look remarkably patterned.
To explore those patterns, we created the “Computer and Internet Use” survey. Its 13 questions asked how people handle technical problems, learn new digital skills, rely on being connected, and buy technology. Over 21,000 people responded. The results are self-reported, which means they measure how people experience technology rather than how skilled they actually are. That distinction turns out to be one of the most revealing parts of the data.
A note on this survey: Our respondents are people who visited our website – not a balanced mix of the wider population. All results are self-reported, and personality is just one of many factors (alongside age, culture, and more) that shape responses. Think of what follows as a starting point for reflection, not a scientific conclusion.
What the Data Reveals About Personality and Technology
The clearest divide in this survey separated the Thinking and Feeling traits – the difference between personalities who lead with logic and those who lead with empathy. Thinking types consistently reported more confidence in their own troubleshooting, more belief in their technical potential, and more interest in following technology news. Feeling types were more likely to feel anxious about unfamiliar programs and more likely to worry about hidden security threats. Analyst personalities (the Intuitive, Thinking types) sat at or near the top of almost every confidence question, often by wide margins.
The Introverted and Extraverted traits – which describe where people direct their energy and how they recharge – told a different story, one about volume rather than skill. Introverted personality types were the most likely to say that they spend more time online than their friends, and they also felt most strongly that life would be worse without computers. Extraverted types who combine the Feeling and Judging traits reported some of the lowest rates on both counts. For personalities who recharge in company, the internet is one option among many.
The Judging and Prospecting traits – which shape how much structure a person prefers – showed up most clearly in questions about self-control. Prospecting types were the most likely to report falling asleep while browsing or gaming, and among the most likely to feel restless without a connection. Judging types reported the opposite on both counts. Explorer personalities (the Observant, Prospecting types), who follow their curiosity wherever it leads, appear to find stopping harder than starting.
Tech Confidence Comes Down to Instinct, Not Skill
Comfort with computers has little to do with how much time people spend online and a great deal to do with how they handle uncertainty. The personality types that reported the most confidence weren’t the heaviest users – they were the ones who meet an unfamiliar screen with curiosity instead of caution. The pattern isn’t a clean trait split, either. Several Introverted Thinking types reported more worry about hidden threats than some Extraverted Feeling types.
Anxiety About Unfamiliar Software
Agreement with "Do you feel anxious if you have to use an unfamiliar software program to complete some tasks?"
| Personality type | Agreement |
|---|---|
| INTJ (Architect) | 36.92% |
| INTP (Logician) | 40.75% |
| ENTJ (Commander) | 25.19% |
| ENTP (Debater) | 26.26% |
| INFJ (Advocate) | 50.7% |
| INFP (Mediator) | 53.67% |
| ENFJ (Protagonist) | 39.42% |
| ENFP (Campaigner) | 40.12% |
| ISTJ (Logistician) | 48.07% |
| ISFJ (Defender) | 55.8% |
| ESTJ (Executive) | 38.03% |
| ESFJ (Consul) | 43.56% |
| ISTP (Virtuoso) | 39.42% |
| ISFP (Adventurer) | 54.18% |
| ESTP (Entrepreneur) | 26.03% |
| ESFP (Entertainer) | 46.88% |
Being handed an unfamiliar software program and told to complete a task with it unsettles a sizable minority of nearly every type. ISFJ personalities (Defenders) were the most likely to say that unfamiliar software makes them anxious, at 56%, followed closely by ISFP personalities (Adventurers) and INFP personalities (Mediators) at roughly 54%. These are types that pair the Introverted and Feeling traits – a mix that often means taking tasks personally and preferring to feel prepared before diving in. For Sentinels (the Observant, Judging types) like ISFJs and ISTJ personalities (Logisticians), the discomfort may have less to do with the software itself and more to do with the risk of doing something wrong.
At the other end, only about a quarter of ENTJ personalities (Commanders), ESTP personalities (Entrepreneurs), and ENTP personalities (Debaters) said that unfamiliar software makes them anxious. That’s roughly 30 percentage points below the top of the list. All three types share the Extraverted and Thinking traits, and all three tend to treat an unknown system as something to poke at rather than something that might embarrass them. Introversion mattered here as much as the Feeling trait, though – 48% of ISTJs reported anxiety about unfamiliar software, compared with under 40% of ENFJ personalities (Protagonists) and ESTJ personalities (Executives). These results measure reported feelings, not skill. Plenty of capable people still tense up when a new interface loads.
Solving Error Messages Alone
Agreement with "When you get an error message on your computer, are you usually able to solve the problem without needing any outside help?"
| Personality type | Agreement |
|---|---|
| INTJ (Architect) | 86.08% |
| INTP (Logician) | 77.52% |
| ENTJ (Commander) | 86.82% |
| ENTP (Debater) | 84.38% |
| INFJ (Advocate) | 76.24% |
| INFP (Mediator) | 69.78% |
| ENFJ (Protagonist) | 72.75% |
| ENFP (Campaigner) | 69.35% |
| ISTJ (Logistician) | 78.11% |
| ISFJ (Defender) | 69.51% |
| ESTJ (Executive) | 76.92% |
| ESFJ (Consul) | 64.24% |
| ISTP (Virtuoso) | 75.46% |
| ISFP (Adventurer) | 59.2% |
| ESTP (Entrepreneur) | 81.94% |
| ESFP (Entertainer) | 63.95% |
Self-reliance in the face of an error message was the norm here – in every single personality type, well over half said that they can usually solve the problem without outside help. ENTJs were the most likely to say that they can fix a computer error message on their own, at 87%, with INTJ personalities (Architects) right behind at 86%. That fits what we know about these Analysts – they tend to see a cryptic warning box as something to figure out, and asking for help can feel like skipping the interesting part.
ISFPs were the least likely to say that they can solve an error message without help, at 59%, with ESFP personalities (Entertainers) and ESFJ personalities (Consuls) close behind in the low 60s. For types that naturally reach out to others, bringing in a friend or a support line isn’t a failure – it’s simply faster and more pleasant than reading forum threads. The pattern across all 16 personality types is less about raw ability than about instinct. Some people’s first move is to search for the answer, while others’ first move is to ask someone who already knows it.
Being the Go-To Tech Helper
Agreement with "Do other people ask for your help when they need to access some advanced features and programs on their computer?"
| Personality type | Agreement |
|---|---|
| INTJ (Architect) | 74.84% |
| INTP (Logician) | 71.97% |
| ENTJ (Commander) | 76.94% |
| ENTP (Debater) | 72.92% |
| INFJ (Advocate) | 65.61% |
| INFP (Mediator) | 60.56% |
| ENFJ (Protagonist) | 71.19% |
| ENFP (Campaigner) | 63.98% |
| ISTJ (Logistician) | 67.6% |
| ISFJ (Defender) | 60.75% |
| ESTJ (Executive) | 76.22% |
| ESFJ (Consul) | 60.61% |
| ISTP (Virtuoso) | 65.9% |
| ISFP (Adventurer) | 56.51% |
| ESTP (Entrepreneur) | 81.12% |
| ESFP (Entertainer) | 52.33% |
Most respondents reported playing tech support for someone in their life. ESTPs were the most likely to say that other people ask for their help with advanced computer features and programs, at 81%, ahead of ENTJs and ESTJs in the mid-70s. The combination of Extraverted and Thinking traits looks relevant again, but for a different reason. These personalities are both hands-on and highly visible. If you’re the person who confidently grabs the mouse, people remember – and they come back.
ESFPs were the least likely to be asked for help with advanced computer features, at 52%, with ISFPs not far behind. The comparison with the previous question is telling. INTP personalities (Logicians), for instance, showed only a small difference – about five percentage points – between solving their own error messages and being approached to solve someone else’s. For INFJ personalities (Advocates), that difference stretched past 10 points, with far more of them fixing their own problems than getting asked about anyone else’s. Reserved personalities may handle plenty of technical work on their own without ever advertising it, so their reputation as the household expert can lag behind their actual skills.
Worries About Malicious Programs
Agreement with "Do you worry about unknowingly installing some malicious program when you are surfing the web?"
| Personality type | Agreement |
|---|---|
| INTJ (Architect) | 45.25% |
| INTP (Logician) | 48.74% |
| ENTJ (Commander) | 40.16% |
| ENTP (Debater) | 37.54% |
| INFJ (Advocate) | 58.73% |
| INFP (Mediator) | 56.38% |
| ENFJ (Protagonist) | 51.38% |
| ENFP (Campaigner) | 46.64% |
| ISTJ (Logistician) | 46.57% |
| ISFJ (Defender) | 54.42% |
| ESTJ (Executive) | 43.75% |
| ESFJ (Consul) | 46.67% |
| ISTP (Virtuoso) | 39.93% |
| ISFP (Adventurer) | 52.89% |
| ESTP (Entrepreneur) | 25.69% |
| ESFP (Entertainer) | 40.15% |
Worry about unknowingly installing a malicious program while surfing the web clustered among Introverted types and types with the Feeling trait, rather than splitting neatly along one trait. INFJs were the most likely to worry about accidentally installing something malicious while browsing, at 59%, with INFPs, ISFJs, and ISFPs all above 52%. These personalities tend to imagine consequences vividly, and an invisible threat is exactly the kind of problem that rewards a cautious imagination.
ESTPs were the clear outlier in the other direction – just 26% of ESTPs said that they worry about installing malicious programs, less than half the rate of INFJs. ENTPs, ISTP personalities (Virtuosos), and ENTJs also clustered around 40%, suggesting that a practical, risk-tolerant streak keeps these personalities from dwelling on what might be hiding in a download. Technical confidence doesn’t cancel out concern, though. INTPs were among the most self-sufficient troubleshooters in this survey, yet 49% of INTPs still reported worrying about malware – slightly more than ESFJs did. Knowing how systems break can make the risks feel more real, not less.
Nearly Every Personality Type Enjoys Learning New Tech Skills
Curiosity about computers is close to universal – confidence and commitment are not. Nearly every personality type told us that they enjoy learning new things on their computer, with agreement never dropping below four in five respondents. The spread opened up only when the questions moved from enjoying a skill to believing in your own potential and putting in the effort to stay current. Liking to learn, in other words, is the easy part. Whether a personality type turns that liking into self-belief or sustained attention is where the differences appear.
Enjoyment of Learning New Computer Skills
Agreement with "Do you enjoy learning how to do new things on your computer?"
| Personality type | Agreement |
|---|---|
| INTJ (Architect) | 93.91% |
| INTP (Logician) | 93.8% |
| ENTJ (Commander) | 95.6% |
| ENTP (Debater) | 92.7% |
| INFJ (Advocate) | 87.82% |
| INFP (Mediator) | 86.87% |
| ENFJ (Protagonist) | 91.37% |
| ENFP (Campaigner) | 90.64% |
| ISTJ (Logistician) | 84.12% |
| ISFJ (Defender) | 84.35% |
| ESTJ (Executive) | 86.81% |
| ESFJ (Consul) | 86.67% |
| ISTP (Virtuoso) | 85.16% |
| ISFP (Adventurer) | 80.87% |
| ESTP (Entrepreneur) | 88.89% |
| ESFP (Entertainer) | 79.3% |
This was the most agreed-upon question in the entire survey. ENTJs were the most likely to say that they enjoy learning how to do new things on their computer, at 96%, with INTJs and INTPs both close to 94%. The number that stands out, though, sits at the bottom of the list. Even ESFPs, the least enthusiastic type here, said that they enjoy learning new computer skills at a rate of 79%. Intuitive and Thinking types reported the highest enthusiasm, which fits their reputation for treating any unfamiliar system as a chance to figure something out. But the distance between first and last place was less than 20 percentage points – unusually narrow for our research.
The finding gets richer when you compare this question with the earlier one about software anxiety. Roughly 84% of ISFJs said that they enjoy learning new things on their computer, yet more than half of ISFJs also said that unfamiliar programs make them anxious. Those answers aren’t contradictory. Plenty of personalities like learning on their own terms, at their own pace, and still dread being dropped into a new system with a deadline attached. Enjoyment and pressure are separate experiences, and this data suggests that many people feel both at once.
Belief in Software Development Potential
Agreement with "Do you believe you could become a good software developer, if you enjoyed the work and spent a lot of time studying?"
| Personality type | Agreement |
|---|---|
| INTJ (Architect) | 87.91% |
| INTP (Logician) | 85.03% |
| ENTJ (Commander) | 85.57% |
| ENTP (Debater) | 84.67% |
| INFJ (Advocate) | 70.64% |
| INFP (Mediator) | 67.48% |
| ENFJ (Protagonist) | 72.83% |
| ENFP (Campaigner) | 71.09% |
| ISTJ (Logistician) | 67.46% |
| ISFJ (Defender) | 62.86% |
| ESTJ (Executive) | 74.31% |
| ESFJ (Consul) | 64.63% |
| ISTP (Virtuoso) | 74.82% |
| ISFP (Adventurer) | 61.33% |
| ESTP (Entrepreneur) | 76.39% |
| ESFP (Entertainer) | 52.92% |
We deliberately framed this question as a hypothetical – if you enjoyed the work and spent a lot of time studying, could you become a good software developer? That framing sets aside whether someone wants the job and leaves only the question of self-belief. All four Analyst types cleared 84% in saying that they could become good software developers, with INTJs highest at 88%. For personalities who derive much of their self-esteem from learning and mastering difficult subjects, saying “I could probably do that” comes easily.
At the other end, only 53% of ESFPs believed that they could become good software developers – a spread of roughly 35 percentage points from top to bottom. The Observant and Feeling combination was least likely to picture itself writing code, which echoes the fluctuating technical self-esteem we often see among these types. Observant types with the Thinking trait landed much higher, with 76% of ESTPs saying that they could become good developers, so the Thinking trait appears to play a notable role here. It isn’t the whole story, though – Intuitive and Feeling types also rated themselves fairly well, several of them matching or beating their Observant and Thinking counterparts. What this question really measures is how confident people feel about analytical work, not how talented they actually are.
Keeping Up with Tech Trends
Agreement with "Do you try to keep up with the latest trends in computers and technology in general?"
| Personality type | Agreement |
|---|---|
| INTJ (Architect) | 54.42% |
| INTP (Logician) | 53.56% |
| ENTJ (Commander) | 65.63% |
| ENTP (Debater) | 59.68% |
| INFJ (Advocate) | 44.18% |
| INFP (Mediator) | 40.38% |
| ENFJ (Protagonist) | 57.12% |
| ENFP (Campaigner) | 47.87% |
| ISTJ (Logistician) | 48.16% |
| ISFJ (Defender) | 41.06% |
| ESTJ (Executive) | 65.28% |
| ESFJ (Consul) | 49.7% |
| ISTP (Virtuoso) | 41.31% |
| ISFP (Adventurer) | 37.59% |
| ESTP (Entrepreneur) | 56.25% |
| ESFP (Entertainer) | 43.02% |
Here the enthusiasm cooled noticeably. Only two personality types reached 65% in saying that they try to keep up with the latest trends in computers and technology – ENTJs at 66% and ESTJs at 65%. Both combine the Extraverted, Thinking, and Judging traits. These are types that like to know what’s coming and to be the person in the room who already knows it. ISFPs were the least likely to keep up with tech trends, at 38%, and every type landed well below the near-unanimous enjoyment reported in the first question of this group.
In a revealing wrinkle, 57% of ENFJs said that they keep up with technology trends, placing them slightly ahead of INTJs and INTPs. That reverses the Analyst advantage that showed up on most other questions in this survey. Social awareness may matter as much as technical interest, since for sociable types, knowing what’s new is partly about staying in the conversation. INFPs, meanwhile, were among the least likely to follow tech trends, at 40%. Given that the great majority of INFPs said that they enjoy learning new computer skills, the drop-off says a lot. Enjoying the occasional discovery is one thing. Treating the technology industry as something to monitor is quite another.
Time Online Doesn’t Predict Digital Dependence
Hours spent online and dependence on being online are two different things, and personality pulls them apart. The types who see themselves as the most online people they know are not always the ones who feel most restless when the connection drops, and several personalities who rank low on time spent online still said that they can’t sit still without it. What the internet replaces in a person’s life seems to matter more than how long they use it. For some personality types, it’s where most of their connection and entertainment happens. For others, it’s a tool they can put down without a second thought.
Falling Asleep Online
Agreement with "Have you ever fallen asleep while browsing the internet or playing a computer game?"
| Personality type | Agreement |
|---|---|
| INTJ (Architect) | 29.06% |
| INTP (Logician) | 44.12% |
| ENTJ (Commander) | 30.23% |
| ENTP (Debater) | 44.56% |
| INFJ (Advocate) | 35.48% |
| INFP (Mediator) | 43.83% |
| ENFJ (Protagonist) | 37.28% |
| ENFP (Campaigner) | 45.49% |
| ISTJ (Logistician) | 29.18% |
| ISFJ (Defender) | 32.37% |
| ESTJ (Executive) | 32.64% |
| ESFJ (Consul) | 35.15% |
| ISTP (Virtuoso) | 43.13% |
| ISFP (Adventurer) | 41.59% |
| ESTP (Entrepreneur) | 38.89% |
| ESFP (Entertainer) | 44.57% |
Nodding off while browsing the internet or playing a computer game is common but not universal – no personality type passed 50%. ENFP personalities (Campaigners), ESFPs, and ENTPs were the most likely to say that they had fallen asleep this way, all at roughly 45%. The common thread is the Prospecting trait – personalities who follow their interest from one thing to the next rather than sticking to a schedule. One more video, one more match, one more article – and then the screen is still glowing at 2 a.m. For Explorers in particular, stopping is the hard part, not starting.
The bottom of the list is consistent. Only 29% of INTJs and ISTJs said that they had ever fallen asleep while browsing or gaming, with ENTJs close behind. All three combine the Judging trait with Thinking, and all three are known for treating bedtime as a decision rather than an accident. The phrasing of the question sharpens the point. We asked whether people had ever fallen asleep this way – a fairly low bar across a whole lifetime. That over 70% of several Judging types said no suggests these personalities really do shut the laptop when they say they will.
Time Online Compared to Friends
Agreement with "Do you spend more time online than your friends?"
| Personality type | Agreement |
|---|---|
| INTJ (Architect) | 67.16% |
| INTP (Logician) | 81.24% |
| ENTJ (Commander) | 48.19% |
| ENTP (Debater) | 58.66% |
| INFJ (Advocate) | 56.27% |
| INFP (Mediator) | 67.78% |
| ENFJ (Protagonist) | 37.9% |
| ENFP (Campaigner) | 50.84% |
| ISTJ (Logistician) | 55.63% |
| ISFJ (Defender) | 51.54% |
| ESTJ (Executive) | 44.44% |
| ESFJ (Consul) | 43.64% |
| ISTP (Virtuoso) | 71.41% |
| ISFP (Adventurer) | 66.94% |
| ESTP (Entrepreneur) | 52.08% |
| ESFP (Entertainer) | 40.23% |
This question produced one of the widest spreads in the survey. INTPs were the most likely to say that they spend more time online than their friends, at 81%, well ahead of ISTPs at 71%. INFPs, INTJs, and ISFPs all clustered in the high 60s. Every personality type at the top of this list shares the Introverted trait. That makes intuitive sense. For personalities who find crowded rooms draining, the internet offers connection and stimulation on their own terms, with an exit always one click away.
ENFJs were the least likely to say that they spend more time online than their friends, at 38%, with ESFPs not far above them. Extraverted personalities with the Feeling trait tend to fill their hours with people rather than screens, and when they do go online, their friends are often right there with them. Keep in mind that this question measures comparison, not hours. Someone surrounded by heavy internet users may feel average while logging plenty of time themselves. What the data really captures is whether people see themselves as the most online person in their circle – and Introverts overwhelmingly do.
Restlessness Without Internet Access
Agreement with "Do you feel restless when you do not have internet access?"
| Personality type | Agreement |
|---|---|
| INTJ (Architect) | 57.3% |
| INTP (Logician) | 70.12% |
| ENTJ (Commander) | 54.52% |
| ENTP (Debater) | 61.66% |
| INFJ (Advocate) | 53.02% |
| INFP (Mediator) | 61.96% |
| ENFJ (Protagonist) | 39.1% |
| ENFP (Campaigner) | 55.4% |
| ISTJ (Logistician) | 54.53% |
| ISFJ (Defender) | 55.88% |
| ESTJ (Executive) | 59.03% |
| ESFJ (Consul) | 53.33% |
| ISTP (Virtuoso) | 62.09% |
| ISFP (Adventurer) | 62.36% |
| ESTP (Entrepreneur) | 52.78% |
| ESFP (Entertainer) | 64.73% |
Losing access to the internet unsettles most personality types. INTPs were the most likely to say that they feel restless without internet access, at 70%. The more surprising result sits just below them – 65% of ESFPs said that they feel restless without internet access, despite ranking near the bottom for time spent online. Restlessness, then, doesn’t track hours. These personalities thrive on stimulation and immediacy, and a dead connection cuts off entertainment, plans, and friends all at once. ISFPs, ISTPs, INFPs, and ENTPs also landed above 61%, giving the Prospecting trait another visible showing.
ENFJs were the only type in which fewer than half said that they feel restless without internet access, at 39% – more than 30 percentage points behind INTPs. That’s a wide gulf for a question this simple. ENFJs direct their energy toward the people in front of them, and an evening offline may feel less like deprivation and more like an opening. The broader pattern suggests that restlessness is driven by what the internet replaces. If your main source of engagement lives online, losing it leaves an obvious hole. If it doesn’t, the silence is easier to sit with.
Life Without Computers or Internet
Agreement with "Do you think your life would be significantly worse without computers or internet?"
| Personality type | Agreement |
|---|---|
| INTJ (Architect) | 72.78% |
| INTP (Logician) | 79.05% |
| ENTJ (Commander) | 67.18% |
| ENTP (Debater) | 67.91% |
| INFJ (Advocate) | 57.88% |
| INFP (Mediator) | 64.8% |
| ENFJ (Protagonist) | 45.16% |
| ENFP (Campaigner) | 58.13% |
| ISTJ (Logistician) | 62.93% |
| ISFJ (Defender) | 58.15% |
| ESTJ (Executive) | 69.93% |
| ESFJ (Consul) | 53.66% |
| ISTP (Virtuoso) | 72.02% |
| ISFP (Adventurer) | 64.11% |
| ESTP (Entrepreneur) | 62.5% |
| ESFP (Entertainer) | 63.57% |
Asked whether their lives would be significantly worse without computers or the internet, personality types with the Thinking trait said yes most often. INTPs were the most likely to say that life would be significantly worse without computers or the internet, at 79%, followed by INTJs at 73% and ISTPs at 72%. ESTJs also landed near 70%, which is notable – this isn’t only about entertainment. For many of these personalities, computers are the place where work gets done, problems get solved, and specialized interests find an audience. Take that away and a lot of daily life stops functioning.
ENFJs were the least likely to say that life would be worse without computers or the internet, at 45%, with ESFJs the next lowest. Extraverted personalities with the Feeling trait tend to anchor their lives in face-to-face relationships, so the internet reads as a convenience rather than a foundation. Their Introverted counterparts didn’t follow suit – around 64% of INFPs and ISFPs said that their lives would be significantly worse without computers. The contrast with the previous question matters too. Plenty of personalities said that they feel restless offline but still wouldn’t call their lives meaningfully worse without the internet – a useful reminder that a habit can be hard to break without being essential.
Tech Shopping Habits Split Where Trust Doesn’t
When the subject turns from using technology to buying it, personality predicts one decision and not the other. Whether someone adds the optional extras to a new device tracks temperament closely. Whether they trust a business that exists only online barely varies by type at all – a sign that experience, not personality, decides that one.
Adding Optional Features to Tech Purchases
Agreement with "When buying a technology product, do you normally add most of the optional features?"
| Personality type | Agreement |
|---|---|
| INTJ (Architect) | 46.4% |
| INTP (Logician) | 51.27% |
| ENTJ (Commander) | 58.59% |
| ENTP (Debater) | 53.45% |
| INFJ (Advocate) | 40.16% |
| INFP (Mediator) | 39.68% |
| ENFJ (Protagonist) | 48.21% |
| ENFP (Campaigner) | 45.28% |
| ISTJ (Logistician) | 36.52% |
| ISFJ (Defender) | 34.02% |
| ESTJ (Executive) | 53.85% |
| ESFJ (Consul) | 44.85% |
| ISTP (Virtuoso) | 37.87% |
| ISFP (Adventurer) | 37.25% |
| ESTP (Entrepreneur) | 55.24% |
| ESFP (Entertainer) | 48.64% |
Enthusiasm for optional extras clustered around the Extraverted and Thinking combination. ENTJs were the most likely to add most of the optional features when buying a technology product, at 59%, with ESTPs and ESTJs close behind in the low-to-mid 50s. These personalities tend to approach a purchase with a clear picture of what they want the product to do. Spending a bit more for the fully equipped version feels like a sensible investment rather than an indulgence. Among the Analysts, INTPs also crossed the halfway line, which fits their habit of wanting every setting available in case a use for it turns up later.
At the other end, ISFJs were the least likely to add optional features to a technology purchase, at 34%, with ISTJs, ISFPs, and ISTPs all under 38%. Introverted and Observant personalities generally ask a simple question before buying – will I actually use this? Features that might come in handy someday rarely survive that test. For most personality types, saying no to the extras was the more common answer – only five types had a majority who added them. This is one of the larger divides in this survey, and it has less to do with budget than with how people picture themselves using a device.
Trust in Online-Only Businesses
Agreement with "Do you trust businesses that only have online presence?"
| Personality type | Agreement |
|---|---|
| INTJ (Architect) | 53.7% |
| INTP (Logician) | 56.1% |
| ENTJ (Commander) | 55.58% |
| ENTP (Debater) | 61.49% |
| INFJ (Advocate) | 52.09% |
| INFP (Mediator) | 53.11% |
| ENFJ (Protagonist) | 49.94% |
| ENFP (Campaigner) | 56.74% |
| ISTJ (Logistician) | 50.87% |
| ISFJ (Defender) | 52.68% |
| ESTJ (Executive) | 55.94% |
| ESFJ (Consul) | 52.73% |
| ISTP (Virtuoso) | 50.55% |
| ISFP (Adventurer) | 47.78% |
| ESTP (Entrepreneur) | 54.17% |
| ESFP (Entertainer) | 49.61% |
Nothing else in this survey produced such a tight result. ENTPs were the most trusting of businesses that have only an online presence, at 61%, and ISFPs the least, at 48% – a spread of under 14 percentage points across all 16 personality types. Everyone else fell between those two markers, hovering around the halfway point. When a question splits every type roughly down the middle, it usually means something other than personality is doing the heavy lifting. In this case, that probably means age, shopping habits, and whether someone has ever been burned by an online purchase.
The most surprising part is what didn’t happen. Earlier in the survey, INFJs, INFPs, and ISFJs reported the highest levels of worry about accidentally installing something malicious, yet all three said that they trust online-only businesses at right around 52% – essentially average. Caution about security clearly doesn’t translate into suspicion of online retailers. That makes sense once you separate the two concerns. Worrying about a hidden threat is about losing control of your own device, while trusting a company is about whether the package arrives and the refund policy works. These personalities seem perfectly able to hold both views at once – careful about what they click, and reasonably comfortable buying from a business they’ll never visit in person.
Confidence, Curiosity, and the Limits of Personality
Taken together, these results suggest that our relationship with technology is driven less by ability than by instinct. The personality types most likely to solve an error message alone weren’t necessarily more skilled – they were more inclined to treat the problem as interesting rather than threatening. The types most likely to feel anxious about unfamiliar software still reported enjoying computers enormously.
That’s a hopeful note to end on. Feeling nervous about a new program says very little about your capacity to learn it, and this data suggests that plenty of people feel both anxious and eager at the same time. Knowing which tendency belongs to you is useful information. It can help you recognize when hesitation is worth listening to, when it’s just unfamiliarity talking, and when it might be time to simply close the laptop and go to bed.
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