Observational data suggested
Research methodology and reporting expression
Use this phrase to present patterns you've noticed as professional evidence rather than just personal opinion.
15秒でわかる
- Used to report findings based on watching real-world patterns.
- Sounds professional, objective, and intellectually cautious.
- Common in business, science, and academic reporting.
意味
This phrase describes information gathered by watching or tracking things as they naturally happen, rather than doing a controlled experiment. It is a way to say 'based on what we've seen so far, this seems to be true.'
主な例文
3 / 6Presenting a marketing report
Observational data suggested that our users prefer the blue button over the red one.
Observational data suggested that our users prefer the blue button over the red one.
Discussing office habits with a coworker
Observational data suggested that the kitchen is loudest at 10:00 AM.
Observational data suggested that the kitchen is loudest at 10:00 AM.
Writing a formal research paper
Observational data suggested a strong correlation between sleep and productivity.
Observational data suggested a strong correlation between sleep and productivity.
文化的背景
This phrase reflects the modern obsession with data-driven decision making in Western professional life. It originated in scientific research to distinguish between controlled experiments and natural observations. Today, it is a 'power phrase' used by consultants and analysts to sound authoritative yet cautious.
The 'Hedge' Strategy
Use this phrase when you want to be right but don't want to be blamed if things change. It's a 'safe' way to speak.
Don't Overuse It
If you use this for every tiny thing, you'll sound like you're trying too hard to be smart. Save it for actual patterns.
15秒でわかる
- Used to report findings based on watching real-world patterns.
- Sounds professional, objective, and intellectually cautious.
- Common in business, science, and academic reporting.
What It Means
Observational data suggested is a sophisticated way to talk about patterns. It means you didn't force a result in a lab. Instead, you looked at the real world and took notes. It implies that while you aren't 100% certain, the evidence points in a specific direction. It is the language of careful observation.
How To Use It
Use this when you want to sound objective and credible. You start with the phrase and follow it with a discovery. For example: Observational data suggested that people buy more coffee when it rains. It acts as a bridge between your eyes and your conclusion. It makes your personal opinion sound like a professional finding. Use it to soften a claim so you don't sound too bossy.
When To Use It
This is perfect for office presentations or academic papers. Use it when discussing customer behavior or social trends. It works well when you've been 'people watching' for a project. Even in serious conversations with friends, it adds a layer of intellectual humor. Use it when you want to sound like a detective solving a mystery.
When NOT To Use It
Don't use this for things that are absolute facts. If you drop your phone and it breaks, don't say this. That is just a fact, not a trend. Avoid it in very emotional or intimate moments. Saying this to a partner during an argument might make you sound like a robot. It is too cold for a heartfelt apology. Keep it away from simple 'yes' or 'no' situations.
Cultural Background
This phrase comes from the world of science and statistics. In Western culture, there is a high value placed on 'evidence-based' claims. Using this phrase shows you value logic over just 'gut feelings.' It became popular in business as 'Big Data' became a buzzword. It reflects a culture that loves to track, measure, and analyze everything. It is the hallmark of the 'expert' persona.
Common Variations
Preliminary data suggested(for early findings)Anecdotal evidence suggested(for stories, not hard numbers)Empirical evidence suggested(for very strong, proven observations)Initial observations suggested(a slightly more casual version)
使い方のコツ
This phrase sits firmly in the 'Formal' to 'Neutral' register. It is most effective when you want to sound objective and avoid 'I think' or 'In my opinion' statements.
The 'Hedge' Strategy
Use this phrase when you want to be right but don't want to be blamed if things change. It's a 'safe' way to speak.
Don't Overuse It
If you use this for every tiny thing, you'll sound like you're trying too hard to be smart. Save it for actual patterns.
The Academic Wink
In English-speaking universities, using this phrase is like a secret handshake that says 'I understand how research works.'
例文
6Observational data suggested that our users prefer the blue button over the red one.
Observational data suggested that our users prefer the blue button over the red one.
Used here to justify a design change based on user tracking.
Observational data suggested that the kitchen is loudest at 10:00 AM.
Observational data suggested that the kitchen is loudest at 10:00 AM.
A slightly formal way to discuss a casual observation.
Observational data suggested a strong correlation between sleep and productivity.
Observational data suggested a strong correlation between sleep and productivity.
Standard academic usage to report a trend.
Look, observational data suggested he only texts you when he's bored!
Look, observational data suggested he only texts you when he's bored!
Using 'science' language to give blunt advice to a friend.
Observational data suggested we were targeting the wrong demographic entirely.
Observational data suggested we were targeting the wrong demographic entirely.
A neutral way to admit a mistake without sounding overly emotional.
Observational data suggested the cat actually hates that expensive new bed.
Observational data suggested the cat actually hates that expensive new bed.
Funny use of formal language for a mundane domestic situation.
自分をテスト
Choose the best phrase to complete the sentence for a business meeting.
___ that customers are leaving the site before checkout.
This option provides the most professional and evidence-based tone for a business setting.
Complete the sentence to show you've noticed a pattern in your friend's behavior.
My ___ that you always get grumpy when you skip breakfast.
Using this phrase adds a humorous, 'analytical' touch to a common observation about a friend.
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ビジュアル学習ツール
Formality of 'Observational data suggested'
I noticed that...
I noticed you like pizza.
It seems like...
It seems like the bus is always late.
Observational data suggested...
Observational data suggested a delay in transit.
Where to use 'Observational data suggested'
Boardroom Presentation
Reporting quarterly trends.
Scientific Journal
Describing a field study.
Sarcastic Advice
Telling a friend they drink too much coffee.
User Experience Review
Explaining how people use an app.
よくある質問
10 問Not necessarily. It means the data 'suggests' a trend, but it isn't an absolute law of nature. It leaves room for new information.
Yes, but usually as a joke. For example, Observational data suggested you owe me a drink.
I saw is personal and subjective. Observational data suggested sounds like you have a collection of facts to back you up.
Usually, yes, because you are reporting on data you have already collected. You can say suggests for ongoing trends.
Yes, it is used globally in professional and academic English, including the UK, US, and Australia.
In a formal setting, yes. In a conversation, you just need to have noticed a recurring pattern.
You could use indicated or pointed toward. For example, Observational data indicated a rise in prices.
Absolutely. It shows you are analytical. Say something like, Observational data suggested our workflow needed optimization.
Yes, but 'observational' implies a more systematic or careful way of watching than just glancing.
Using it for a one-time event. Don't say it if you just saw something happen once; it's for patterns.
関連フレーズ
Empirical evidence
Information verified by observation or experience rather than theory.
Anecdotal evidence
Evidence based on personal stories rather than reliable data.
A growing body of evidence
A phrase used when many different studies all point to the same result.
Statistical significance
A formal way to say that a result is unlikely to have happened by chance.
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