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What is quantitative v qualitative?

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In very basic terms - are your results numbers or words. Numbers =quant. Words = qual. Answer from Ok-Lynx-6250 on reddit.com

learningsciences.smu.edu › blog › qualitative-vs-quantitative-data-analysis

Qualitative vs. quantitative data analysis: How do they differ?

August 21, 2024 - In learning analytics qualitative data could include in depth interviews, text responses to a prompt, or a video of a class period.1 · Quantitative data is information that has a numerical value.

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Difference Between Qualitative and Quantitative Data - GeeksforGeeks

July 23, 2025 - The analytical data derived from methods of statistics are used in the fields of geology, psychology, forecasting, etc. Quantitative data is numerical, countable, and measurable, providing information on how many, how much, or how often.

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What Is Qualitative vs. Quantitative Study?

There are two distinct types of data collection and study—qualitative and quantitative. While both provide an analysis of data, they differ in their approach and the type of data they collect. Awareness of these approaches can help researchers construct their study and data collection methods. Qualitative research methods include gathering and interpreting non-numerical data. Quantitative studies, in contrast, require different data collection methods. These methods include compiling numerical data to test causal relationships among variables.

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Qualitative vs. Quantitative Research: What’s the Difference? ...

What Is a Common Goal of Qualitative and Quantitative Research?

Both quantitative and qualitative methods seek to find patterns in the data they collect that point to a relationship between elements. Qualitative and quantitative data are both instrumental in supporting existing theories and developing new ones. Ultimately, the researcher must determine which kind of research best serves the goals of the study.

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Qualitative vs. Quantitative Research: What’s the Difference? ...

Australian Bureau of Statistics

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Quantitative and qualitative data | Australian Bureau of Statistics

Therefore, all descriptive statistics can be calculated using quantitative data. As qualitative data represent individual (mutually exclusive) categories, the descriptive statistics that can be calculated are limited, as many of these techniques require numeric values which can be logically ordered from lowest to highest and which express a count.

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Qualitative vs. Quantitative Research: What’s the Difference? | GCU Blog

May 20, 2021 - The similarities of qualitative ... example, unlike qualitative studies, quantitative studies produce objective data, and their results can be clearly communicated through statistics ......

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r/psychologystudents on Reddit: What is quantitative v qualitative?

February 18, 2024 -

I am doing applied statistics and haven’t found any easy to understand definitions for qualitative and quantitative variables, and maybe some other terms as well. There aren’t any easy definitions in the college text book either. I am really falling behind in class.

Are you able to give me an easy definition?

What are resources that teach applied statistics in an easy to understand manner? Perhaps with laymen terms or a plain speaking manner.

In very basic terms - are your results numbers or words. Numbers =quant. Words = qual.

In terms of statistics, qualitative data are things where our numbers are arbitrary and have no “mathematical value” For example, I ask about favorite colors and make it so Blue = 1 Red = 2 Green = 3 I COULD try to do 3 + 1 here, but that makes no sense because Green + Blue makes no sense. This is qualitative data in the stats class context. It’s another term talking about categorical or nominal data. I suggest you use khan academy to help you with practice problems and tutorial videos. If you’re really struggling with intro stats, it’ll be more helpful than a textbook

Simply Psychology

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Qualitative vs Quantitative Research: What's the Difference?

May 16, 2025 - Qualitative research deals with words, meanings, and experiences, while quantitative research deals with numbers and statistics. Quantitative data involves measurable numerical information used to test hypotheses and identify patterns, while ...

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Exploring Qualitative vs Quantitative: Which Approach is Right?

In research, qualitative and ... interpreting data. Qualitative data provides insights into the whys and hows of a phenomenon, while quantitative data focuses on numerical and statistical analysis....

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Quantitative vs Qualitative Data: What’s the Difference?

May 9, 2023 - Qualitative data is collected by interviewing and observing. Quantitative data is analyzed using statistical analysis, while qualitative data is analyzed by grouping it in terms of meaningful categories or themes.

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Qualitative vs. Quantitative Data: Which to Use in Research?

September 13, 2024 - Qualitative data is non-numerical data that researchers use to interpret how individuals perceive and find meaning in their social reality. Quantitative data is numerical data that analysts use to find relationships between variables and predict ...

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Qualitative vs. Quantitative Data in Research: The Difference | Fullstory

October 4, 2024 - Quantitative research methods are measuring and counting. Qualitative research methods are interviewing and observing. Quantitative data is analyzed using statistical analysis.

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Quantitative vs Qualitative Data: What’s the Difference and Why Does It Matter To Your SaaS Team | Heap

This structured approach to ... of your SaaS company or the stage it’s in. Qualitative data, by contrast, is for when you truly care about what individual users have to say....

Statistics By Jim

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Qualitative vs Quantitative Data Differences - Statistics By Jim

April 29, 2025 - Chi-square Test of Independence: Evaluates if two qualitative variables are correlated. Two-sample Proportions Test: Determines if the difference between two sample proportions is statistically significant. Analyses for quantitative variables include the following: ... Pearson Correlation: Measures the linear relationship between variables. Learn more about Hypothesis Tests for Different Data Types.

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Understanding Qualitative vs Quantitative Data

This depth of understanding can prove invaluable in informing decision-making and guiding future research efforts. In contrast, quantitative data analysis relies on statistical methods to analyze numerical data.

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Qualitative vs. Quantitative Research | Differences, Examples & Methods

June 22, 2023 - The method of analysis differs for each type of data. Quantitative data is based on numbers. Simple math or more advanced statistical analysis is used to discover commonalities or patterns in the data.

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r/askmath on Reddit: Quantitative vs qualitative data

August 23, 2023 -

Hi everyone! I am taking statistics for the first time and want to be sure I am understanding the difference between these two correctly. I know quantitative data is data that is counted or measured, and qualitative data is catagorical.

This example given left me confused.

Collecting the sizes and number of each individual and categorizing it as S, M, LG, and XL would be qualitative data. However, if the names of the sizes were to be changed to sizes 1,2,3,4, the data would then be quantitative. The reason given in class for this was "because numbers". Is this correct? Are the numeric sizes not arbitrary and thus still qualitative?

Thank you in advance for your help

No that is absolutely 100% wrong. Those sizes are not quantitative data and mistaking this kind of 'quantitized' data for actual quantitative data is among the most common mistakes in statistics. Data is only really quantitative if there is an actual quantity being measured. Height, weight, number of something, duration. Things like 'rate on a scale from one to ten' are actually quanlitative data masking as quantitative data. There is no scale calibration, no useful sense in which a 4 is 'twice as good' as a 2. One has simply used numbers to create the illusion of measurement. Applying, say, a linear regression to this sort of data is going to be questionable at best, misleading at worst. Now if those sizes weren't made up, but an actual body measurement, like mens pants or suits, then you've got quantitative data. A result of this is that a great deal of statistical reasearch done by amateurs in business contexts is pretty untrustworthy. It is no surprise to me a instructor got this wrong. I'm honestly very impressed you saw through it. Most people actually believe throwing numbers into something makes it magically rigorous. You are now definitely smarter than most MBAs!

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Qualitative vs. Quantitative Data: 7 Key Differences

May 7, 2025 - But as with qualitative data, there’s no single, magic number. It all depends on statistical values like confidence level, population size, and margin of error. Because it often requires a larger sample size, quantitative research can be more difficult for the average person to do on their own.

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Qualitative vs. Quantitative Data: Understanding Key Differences

January 22, 2024 - Qualitative Data—Descriptive, non-numerical data that captures the qualitative elements of a subject, providing context and depth by uncovering deeper insights into human experiences, emotions, and perceptions. Quantitative Data—Numerical data that can be analyzed and measured mathematically to provide a foundation for statistical modeling and rigorous analysis by facilitating objective measurement, comparison, and the detection of patterns or trends.

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What Is Qualitative Vs. Quantitative Research? | SurveyMonkey

Qualitative research is concerned with understanding meaning, context, and complexity, often through words, images, or observations. For example, asking people to describe how they feel about a new movie gives detailed, personal insights. Quantitative research, on the other hand, focuses on numbers and statistics, aiming to measure and generalize findings across larger populations...

West Virginia University

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Qualitative vs. Quantitative - Communication Sciences & Disorders - Research Guides at West Virginia University

There are two types of research methods out there- Qualitative and Quantitative. Qualitative is used to describe methods which draw on data collection techniques such as interviews and observations. Quantitative research describes methods that gather a range of numeric data.

Timmermann Group

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Quantitative vs Qualitative: Understanding Key Differences in Data Analysis

March 3, 2025 - Quantitative studies typically investigate issues relating to how often or how much something occurs, while qualitative studies are interested in understanding the reasons behind behaviors or actions.