Regression analysis showed
Research methodology and reporting expression
Use this phrase to introduce evidence-based findings in professional or academic research settings.
Em 15 segundos
- A formal way to report statistical findings and data relationships.
- Signals that your conclusion is based on mathematical evidence.
- Best used in academic, scientific, or high-level business reports.
Significado
This phrase is used to announce the results of a specific mathematical test that looks for connections between different factors. It basically means 'we crunched the numbers, and here is what the data actually tells us.'
Exemplos-chave
3 de 6Presenting a marketing report
Regression analysis showed that our social media ads directly increased sales by 20%.
The statistical test proved our ads caused a 20% sales jump.
Writing a university thesis
Regression analysis showed a strong correlation between sleep hours and exam scores.
The math showed that more sleep leads to better grades.
A humorous office joke
Regression analysis showed that the quality of my work drops as the office temperature rises.
I'm joking that math proves I can't work when it's hot.
Contexto cultural
This phrase reflects the modern Western obsession with 'data-driven' decision making. It rose to prominence as computers made complex statistics accessible to everyone from marketers to sports coaches. It signals that the speaker values objective evidence over personal opinion.
The 'That' Connection
Always follow the phrase with `that` to sound naturally fluent. For example: `Regression analysis showed that...`
Don't Fake It
Only use this if you actually have data. English speakers value accuracy; if you use it for a 'gut feeling,' you'll lose credibility.
Em 15 segundos
- A formal way to report statistical findings and data relationships.
- Signals that your conclusion is based on mathematical evidence.
- Best used in academic, scientific, or high-level business reports.
What It Means
Regression analysis showed is a heavy-duty phrase from the world of statistics. Think of it as a detective's magnifying glass for numbers. It tells your audience that you didn't just guess. You used a mathematical process to see if one thing causes another. It’s like saying, "The math proves there is a link here."
How To Use It
You use this to introduce a discovery. Usually, you follow it with the word that. For example: "Regression analysis showed that coffee drinkers live longer." It sounds very authoritative. It makes you look like you’ve done your homework. Use it when you want to sound like an expert.
When To Use It
Use this in professional reports or academic papers. It’s perfect for business presentations when you have data to back you up. If you are talking to a boss who loves numbers, this is your magic spell. It works well in medical, economic, or social science contexts. Use it when the stakes are high and you need proof.
When NOT To Use It
Do not use this at a casual dinner party. If you say, "Regression analysis showed that I like pizza," your friends will think you're a robot. Avoid it in simple daily conversations. It is too heavy for light topics. If you didn't actually run a statistical test, don't use it. People might ask to see your data, and that would be awkward!
Cultural Background
This phrase comes from the rise of "Big Data" culture. In the West, we are obsessed with evidence-based decisions. Being "data-driven" is a huge badge of honor in modern offices. It reflects a shift from trusting "gut feelings" to trusting algorithms. It’s the language of the Silicon Valley era.
Common Variations
You might hear The data suggests or Statistical modeling indicates. Some people say The results of the regression indicate. If you want to sound slightly less robotic, try Our analysis revealed. However, Regression analysis showed remains the gold standard for formal reporting. It’s direct, clear, and very serious.
Notas de uso
This is a high-register academic phrase. It is almost exclusively used in written reports or formal presentations. Avoid it in spoken conversation unless you are in a professional meeting.
The 'That' Connection
Always follow the phrase with `that` to sound naturally fluent. For example: `Regression analysis showed that...`
Don't Fake It
Only use this if you actually have data. English speakers value accuracy; if you use it for a 'gut feeling,' you'll lose credibility.
The 'Smart' Signal
Using this phrase is a 'prestige' marker. It signals to others that you are educated and analytically minded.
Exemplos
6Regression analysis showed that our social media ads directly increased sales by 20%.
The statistical test proved our ads caused a 20% sales jump.
Linking a specific action to a specific result.
Regression analysis showed a strong correlation between sleep hours and exam scores.
The math showed that more sleep leads to better grades.
Standard academic reporting style.
Regression analysis showed that the quality of my work drops as the office temperature rises.
I'm joking that math proves I can't work when it's hot.
Using high-level language for a silly observation.
Regression analysis showed no significant link between the new diet and weight loss.
Reporting a negative result in a study.
Used to debunk a theory with data.
Just finished the script; regression analysis showed the hypothesis was totally wrong!
The math proved our guess was incorrect.
Informal use between experts.
Regression analysis showed that the tax cut primarily benefited high-income earners.
The statistical evidence proves who got the money.
Using data to support a political or economic claim.
Teste-se
Choose the best word to complete the formal research statement.
___ analysis showed that customer loyalty is driven by service quality, not price.
`Regression` is the specific statistical term used for this type of analysis.
Complete the sentence to report a finding.
Regression analysis showed ___ there was no relationship between the two variables.
In English, we almost always use `that` to introduce the result after this phrase.
🎉 Pontuação: /2
Recursos visuais
Formality of Data Reporting
Talking to friends
I noticed that...
General office meeting
The numbers suggest...
Academic paper/Board meeting
Regression analysis showed...
Where to use 'Regression analysis showed'
Scientific Journal
Reporting lab results
Business Quarterly
Explaining revenue drops
University Thesis
Proving a theory
Tech Presentation
Showing algorithm efficiency
Perguntas frequentes
10 perguntasIn statistics, it's a way to see how one variable affects another. It's not about 'going backward' like the usual meaning of regression.
Only if you are being sarcastic or funny. Otherwise, it's way too formal for a quick 'hello' email.
No, you can also use indicated, revealed, or suggested. Showed is the most direct and common.
Not at all! You just need to be reporting on a study that used this method. It's about the context of the report.
Both are fine. Dropping 'The' at the start of a sentence is very common in scientific writing to be more concise.
Using it to describe a simple comparison. If you just looked at two numbers, use The comparison showed instead.
Yes, Regression analysis shows is used when the facts are considered always true. Use showed for a specific study done in the past.
It is completely neutral. It is used in international academic and business English everywhere.
Because Regression analysis is a specific tool. It's like saying 'The MRI showed' instead of 'The doctor's machine showed'.
Absolutely. For example: Regression analysis showed that education levels impact income. It's used for people, not just machines.
Frases relacionadas
Statistically significant
The result is likely not due to chance.
Correlation does not imply causation
Just because two things happen together doesn't mean one caused the other.
Empirical evidence
Information received by means of observation or documentation of patterns.
Data-driven insights
Conclusions drawn from analyzing hard numbers.
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