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Ismael Chraihi
06/12/2025
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Research Method
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6 Dec 2025
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Understanding GCSE Research Methodologies
Ismael Chraihi
@ismaelchraihi_ulbx
Understanding Variables in Psychology Research
Every psychological study starts with a theory - basically an educated guess about why people behave the way they do. But theories alone aren't enough; psychologists need to test them using proper research methods to see if they actually hold up.
The independent variable (IV) is what the researcher deliberately changes or manipulates in their experiment. Think of it as the 'cause' they're testing - like whether studying with music affects memory performance. Most studies compare two different conditions to see what happens.
The dependent variable (DV) is what gets measured - it's the outcome the researcher is interested in. Going back to our music example, the DV would be how well people actually remember information. The key rule? Only changes in the IV should affect the DV.
Operationalisation means making your variables measurable and clearly defined. Instead of saying "does stress affect performance," you'd specify exactly how you'll measure stress (heart rate? questionnaire scores?) and performance (test scores? reaction times?). Extraneous variables are all those annoying factors that could mess up your results - things like noise, temperature, or lighting that need to be controlled, usually in a laboratory setting.
Quick Tip: Remember IV = Input (what you change), DV = Dependent on what you did (what you measure)
Sampling Methods: Who Takes Part?
Getting the right people for your study is crucial - after all, you want your findings to actually mean something beyond just the people who participated. Sampling methods determine who ends up in your research.
Random sampling is like pulling names from a hat or using a computer generator. It's brilliant because there's no bias in who gets chosen, but it takes ages to organise and can be expensive. Opportunity sampling is the opposite - you just grab whoever's available (think students in your psychology class). It's quick and cheap, but your sample might not represent the wider population at all.
Systematic sampling involves picking every nth person from a complete list - like every 10th name on the electoral register. This avoids researcher bias since you can't cherry-pick participants, but you might still end up with a skewed group if there's a pattern in your list.
Stratified sampling is the gold standard but requires serious effort. You select participants in the same proportions as they exist in the population - so if 30% of your target population is aged 16-25, then 30% of your sample should be too. It gives you the most representative results but is incredibly time-consuming to set up properly.
Remember: The bigger and more representative your sample, the more confidently you can apply your findings to the real world.
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very reliable app to help and grow your ideas of Maths, English and other related topics in your works. please use this app if your struggling in areas, this app is key for that. wish I'd of done a review before. and it's also free so don't worry about that.
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I know a lot of apps use fake accounts to boost their reviews but this app deserves it all. Originally I was getting 4 in my English exams and this time I got a grade 7. I didn’t even know about this app three days until the exam and it has helped A LOT. Please actually trust me and use it as I’m sure you too will see developments.
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THE QUIZES AND FLASHCARDS ARE SO USEFUL AND I LOVE THE SCHOOLGPT. IT ALSO IS LITREALLY LIKE CHATGPT BUT SMARTER!! HELPED ME WITH MY MASCARA PROBLEMS TOO!! AS WELL AS MY REAL SUBJECTS ! DUHHH 😍😁😲🤑💗✨🎀😮
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This apps acc the goat. I find revision so boring but this app makes it so easy to organize it all and then you can ask the freeeee ai to test yourself so good and you can easily upload your own stuff. highly recommend as someone taking mocks now
Paul T
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The app is very easy to use and well designed. I have found everything I was looking for so far and have been able to learn a lot from the presentations! I will definitely use the app for a class assignment! And of course it also helps a lot as an inspiration.
Stefan S
iOS user
This app is really great. There are so many study notes and help [...]. My problem subject is French, for example, and the app has so many options for help. Thanks to this app, I have improved my French. I would recommend it to anyone.
Samantha Klich
Android user
Wow, I am really amazed. I just tried the app because I've seen it advertised many times and was absolutely stunned. This app is THE HELP you want for school and above all, it offers so many things, such as workouts and fact sheets, which have been VERY helpful to me personally.
Anna
iOS user
Best app on earth! no words because it’s too good
Thomas R
iOS user
Just amazing. Let's me revise 10x better, this app is a quick 10/10. I highly recommend it to anyone. I can watch and search for notes. I can save them in the subject folder. I can revise it any time when I come back. If you haven't tried this app, you're really missing out.
Basil
Android user
This app has made me feel so much more confident in my exam prep, not only through boosting my own self confidence through the features that allow you to connect with others and feel less alone, but also through the way the app itself is centred around making you feel better. It is easy to navigate, fun to use, and helpful to anyone struggling in absolutely any way.
David K
iOS user
The app's just great! All I have to do is enter the topic in the search bar and I get the response real fast. I don't have to watch 10 YouTube videos to understand something, so I'm saving my time. Highly recommended!
Sudenaz Ocak
Android user
In school I was really bad at maths but thanks to the app, I am doing better now. I am so grateful that you made the app.
Greenlight Bonnie
Android user
very reliable app to help and grow your ideas of Maths, English and other related topics in your works. please use this app if your struggling in areas, this app is key for that. wish I'd of done a review before. and it's also free so don't worry about that.
Rohan U
Android user
I know a lot of apps use fake accounts to boost their reviews but this app deserves it all. Originally I was getting 4 in my English exams and this time I got a grade 7. I didn’t even know about this app three days until the exam and it has helped A LOT. Please actually trust me and use it as I’m sure you too will see developments.
Xander S
iOS user
THE QUIZES AND FLASHCARDS ARE SO USEFUL AND I LOVE THE SCHOOLGPT. IT ALSO IS LITREALLY LIKE CHATGPT BUT SMARTER!! HELPED ME WITH MY MASCARA PROBLEMS TOO!! AS WELL AS MY REAL SUBJECTS ! DUHHH 😍😁😲🤑💗✨🎀😮
Elisha
iOS user
This apps acc the goat. I find revision so boring but this app makes it so easy to organize it all and then you can ask the freeeee ai to test yourself so good and you can easily upload your own stuff. highly recommend as someone taking mocks now
Paul T
iOS user
Understanding GCSE Research Methodologies
Ismael Chraihi
@ismaelchraihi_ulbx
Research methods are the foundation of how psychologists study human behaviour and test their ideas. Understanding variables, sampling techniques, and experimental design will help you grasp how psychological studies work and why their findings matter.
Understanding Variables in Psychology Research
Every psychological study starts with a theory - basically an educated guess about why people behave the way they do. But theories alone aren't enough; psychologists need to test them using proper research methods to see if they actually hold up.
The independent variable (IV) is what the researcher deliberately changes or manipulates in their experiment. Think of it as the 'cause' they're testing - like whether studying with music affects memory performance. Most studies compare two different conditions to see what happens.
The dependent variable (DV) is what gets measured - it's the outcome the researcher is interested in. Going back to our music example, the DV would be how well people actually remember information. The key rule? Only changes in the IV should affect the DV.
Operationalisation means making your variables measurable and clearly defined. Instead of saying "does stress affect performance," you'd specify exactly how you'll measure stress (heart rate? questionnaire scores?) and performance (test scores? reaction times?). Extraneous variables are all those annoying factors that could mess up your results - things like noise, temperature, or lighting that need to be controlled, usually in a laboratory setting.
Quick Tip: Remember IV = Input (what you change), DV = Dependent on what you did (what you measure)
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Sampling Methods: Who Takes Part?
Getting the right people for your study is crucial - after all, you want your findings to actually mean something beyond just the people who participated. Sampling methods determine who ends up in your research.
Random sampling is like pulling names from a hat or using a computer generator. It's brilliant because there's no bias in who gets chosen, but it takes ages to organise and can be expensive. Opportunity sampling is the opposite - you just grab whoever's available (think students in your psychology class). It's quick and cheap, but your sample might not represent the wider population at all.
Systematic sampling involves picking every nth person from a complete list - like every 10th name on the electoral register. This avoids researcher bias since you can't cherry-pick participants, but you might still end up with a skewed group if there's a pattern in your list.
Stratified sampling is the gold standard but requires serious effort. You select participants in the same proportions as they exist in the population - so if 30% of your target population is aged 16-25, then 30% of your sample should be too. It gives you the most representative results but is incredibly time-consuming to set up properly.
Remember: The bigger and more representative your sample, the more confidently you can apply your findings to the real world.
We thought you’d never ask...
What is the Knowunity AI companion?
Our AI Companion is a student-focused AI tool that offers more than just answers. Built on millions of Knowunity resources, it provides relevant information, personalised study plans, quizzes, and content directly in the chat, adapting to your individual learning journey.
Where can I download the Knowunity app?
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Is Knowunity really free of charge?
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The app is very easy to use and well designed. I have found everything I was looking for so far and have been able to learn a lot from the presentations! I will definitely use the app for a class assignment! And of course it also helps a lot as an inspiration.
Stefan S
iOS user
This app is really great. There are so many study notes and help [...]. My problem subject is French, for example, and the app has so many options for help. Thanks to this app, I have improved my French. I would recommend it to anyone.
Samantha Klich
Android user
Wow, I am really amazed. I just tried the app because I've seen it advertised many times and was absolutely stunned. This app is THE HELP you want for school and above all, it offers so many things, such as workouts and fact sheets, which have been VERY helpful to me personally.
Anna
iOS user
Best app on earth! no words because it’s too good
Thomas R
iOS user
Just amazing. Let's me revise 10x better, this app is a quick 10/10. I highly recommend it to anyone. I can watch and search for notes. I can save them in the subject folder. I can revise it any time when I come back. If you haven't tried this app, you're really missing out.
Basil
Android user
This app has made me feel so much more confident in my exam prep, not only through boosting my own self confidence through the features that allow you to connect with others and feel less alone, but also through the way the app itself is centred around making you feel better. It is easy to navigate, fun to use, and helpful to anyone struggling in absolutely any way.
David K
iOS user
The app's just great! All I have to do is enter the topic in the search bar and I get the response real fast. I don't have to watch 10 YouTube videos to understand something, so I'm saving my time. Highly recommended!
Sudenaz Ocak
Android user
In school I was really bad at maths but thanks to the app, I am doing better now. I am so grateful that you made the app.
Greenlight Bonnie
Android user
very reliable app to help and grow your ideas of Maths, English and other related topics in your works. please use this app if your struggling in areas, this app is key for that. wish I'd of done a review before. and it's also free so don't worry about that.
Rohan U
Android user
I know a lot of apps use fake accounts to boost their reviews but this app deserves it all. Originally I was getting 4 in my English exams and this time I got a grade 7. I didn’t even know about this app three days until the exam and it has helped A LOT. Please actually trust me and use it as I’m sure you too will see developments.
Xander S
iOS user
THE QUIZES AND FLASHCARDS ARE SO USEFUL AND I LOVE THE SCHOOLGPT. IT ALSO IS LITREALLY LIKE CHATGPT BUT SMARTER!! HELPED ME WITH MY MASCARA PROBLEMS TOO!! AS WELL AS MY REAL SUBJECTS ! DUHHH 😍😁😲🤑💗✨🎀😮
Elisha
iOS user
This apps acc the goat. I find revision so boring but this app makes it so easy to organize it all and then you can ask the freeeee ai to test yourself so good and you can easily upload your own stuff. highly recommend as someone taking mocks now
Paul T
iOS user
The app is very easy to use and well designed. I have found everything I was looking for so far and have been able to learn a lot from the presentations! I will definitely use the app for a class assignment! And of course it also helps a lot as an inspiration.
Stefan S
iOS user
This app is really great. There are so many study notes and help [...]. My problem subject is French, for example, and the app has so many options for help. Thanks to this app, I have improved my French. I would recommend it to anyone.
Samantha Klich
Android user
Wow, I am really amazed. I just tried the app because I've seen it advertised many times and was absolutely stunned. This app is THE HELP you want for school and above all, it offers so many things, such as workouts and fact sheets, which have been VERY helpful to me personally.
Anna
iOS user
Best app on earth! no words because it’s too good
Thomas R
iOS user
Just amazing. Let's me revise 10x better, this app is a quick 10/10. I highly recommend it to anyone. I can watch and search for notes. I can save them in the subject folder. I can revise it any time when I come back. If you haven't tried this app, you're really missing out.
Basil
Android user
This app has made me feel so much more confident in my exam prep, not only through boosting my own self confidence through the features that allow you to connect with others and feel less alone, but also through the way the app itself is centred around making you feel better. It is easy to navigate, fun to use, and helpful to anyone struggling in absolutely any way.
David K
iOS user
The app's just great! All I have to do is enter the topic in the search bar and I get the response real fast. I don't have to watch 10 YouTube videos to understand something, so I'm saving my time. Highly recommended!
Sudenaz Ocak
Android user
In school I was really bad at maths but thanks to the app, I am doing better now. I am so grateful that you made the app.
Greenlight Bonnie
Android user
very reliable app to help and grow your ideas of Maths, English and other related topics in your works. please use this app if your struggling in areas, this app is key for that. wish I'd of done a review before. and it's also free so don't worry about that.
Rohan U
Android user
I know a lot of apps use fake accounts to boost their reviews but this app deserves it all. Originally I was getting 4 in my English exams and this time I got a grade 7. I didn’t even know about this app three days until the exam and it has helped A LOT. Please actually trust me and use it as I’m sure you too will see developments.
Xander S
iOS user
THE QUIZES AND FLASHCARDS ARE SO USEFUL AND I LOVE THE SCHOOLGPT. IT ALSO IS LITREALLY LIKE CHATGPT BUT SMARTER!! HELPED ME WITH MY MASCARA PROBLEMS TOO!! AS WELL AS MY REAL SUBJECTS ! DUHHH 😍😁😲🤑💗✨🎀😮
Elisha
iOS user
This apps acc the goat. I find revision so boring but this app makes it so easy to organize it all and then you can ask the freeeee ai to test yourself so good and you can easily upload your own stuff. highly recommend as someone taking mocks now
Paul T
iOS user