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Greenbook
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5 Examples of Quantitative Research Methods & When to Use Them โ€” Greenbook
This type of research aims to be objective and generalizable, often seeking to establish cause-and-effect relationships or test hypotheses. ... Numerical Data: Quantitative research relies on the collection of numerical data, which can be measured and analyzed using statistical tools.
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GCU
gcu.edu โ€บ blog โ€บ doctoral-journey โ€บ types-quantitative-research-methods-designs
Types of Quantitative Research Methods and Designs | GCU Blog
November 22, 2021 - The fact that correlational research cannot be used to establish causality is a common point of confusion among new researchers. After all, it certainly seems to be causal in nature that a waiter who drops trays frequently would receive smaller tips. However, the key is that correlational studies do not provide definitive proof that one variable leads to the second variable. In a quasi-experimental quantitative research design, the researcher attempts to establish a cause-effect relationship from one variable to another. For example, a researcher may determine that high school students who study for an hour every day are more likely to earn high grades on their tests.
Discussions

ELI5: How is the purpose of quantitative research different from qualitative research?
They provide different kinds of answer. Depending on what kind of answers you are looking for, you might use one or the other. If you have a very good metric to answer your problem, like ratio between genders or race, then you quant. If no such metric exist, like impact of discrimination, then you use qual. Most often, people use a combination approach, like "from the scale of 1 to 10, how welcomed do you feel." You can get an average (quant) and then pick a representative sample to illustrate the experience of an average (qual) More on reddit.com
๐ŸŒ r/explainlikeimfive
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May 20, 2018
Examples of quantitative/statistical methods used in policy analysis?
I'm kind of confused. Wouldn't any paper that discusses policy fit this bill? Or are you looking for like Senate hearings, where they bring in experts who explain what would happen? editing while we wait, to give this some solid r/A .S.S. effort. In general, we can understand that a significantly large portion of policy makers are economics-trained (I have no source for this statement, sadly). The rest would most likely fill out law (clearly) and political science (who, if they have to take math stuff, would go econ). I'm also assuming policy makers in this statement does not just mean elected representatives, but all staff associated with the representatives. That means that a large portion of policy makers will either know (a) nothing (b) understand percentages and pretty graphs (c) recognize that regression-based models work fairly well for a large majority of cases (which is all of econometrics). If we then proceed with (c), we need to ask - how are they analyzing the data? Recognize that a beauty in statistics is that while it is objective in some ways, how we approach, operationalize, define, and what we control for all are all subjective choices. That's how you can get two people showing results about the same policy proposal with drastically different results. Still - how? Well, we can start with academic discussions. For example, the 1033 Program - militarizing police. Good? Bad? Bove & Gravilova, 2017 Harris et al, 2017 These two use different regression analyses - Harris used instrumented panels at the county-year level, while Bove & Gravilova use linear regression at the county-year level. I have a paper forthcoming using negative binomial regressions at the state-month level. In all of these cases, a regression basically says, "Let's throw all of our data into a scatter plot and draw a line through it." Right, so we have purchases on the x axis, and for all 3 the y axis is "assaults against police". How we draw the lines differ - I draw a line for each individual state, while they draw lines for each individual county. However, we look at the slopes of the lines and say, "well, as X increases, Y is [decreasing, increasing, no effect - arguments!]." I can go further into why the choices for the three different methods of regressions were used. We can then look into Think Tanks. They get paid by the government to do research. You might know The Heritage Foundation for conservative think tanks, while perhaps I can point to Brookings for a more liberal think tank, and Mathematica for a relatively balanced one. They do similar research to academics, but they try and frame their results much more palatable for the every day person or senator. Finally, we have testimonials at Senate Hearings. This is usually less "here are statistical methods" but more so, "I am an expert, this is the state of research, this is why Policy A is good/bad." For example, Jane Waldfogel, a very important researcher in policy, has testified in front of Congress about the benefits of paid leave (I can't find the link, but source is Joint Hearing March 6, 2008, Serial No. 110-114, Investing in the future of the federal wordforce: Paid parental leave improves recruitment and retention.). Overall, (getting to your response to my original question) - if there is analysis being done, it comes in the form of a regression. This is twofold - currently, regressions are just the 'gold standard' of analysis. There is a new push from Bayesian statisticians and a push for Computer Modeling from some computer science geeks, but by and large, regression takes the cake. Now, there are a multitude of different types of regression, all which answer slightly different questions. Logistic regressions predict Yes/No answers (likelihood to vote; to get married). Panel regressions look at the same unit (individuals, states, countries) over a long period of time. We do this a lot in large governmental datasets where we're testing to see the effects of head start and other educational programs. Cross-sectional regressions look at different time points, but not necessarily the same individual (Developmental trends). There's negative binomials and poissons to look at count data, which has a definite 0 and typically has a strange distribution. There's difference of differences regressions (interactions) where we're looking to see the effects a certain policy had when we gave it to one group versus another (also called randomized control trials ). But all of them, in the end, are drawing a certain number of lines through the data and see what the slopes of those lines look like. More on reddit.com
๐ŸŒ r/AskSocialScience
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January 25, 2017
ELI5: Quantitative research.

Quantitative research is when you are measuring social issues you collect numbers (quantities) instead of abstract responses. So, if you were trying to survey people to find out how happy they are you would ask them to rate their happiness on a scale of 1-10 instead of simply giving them a box to write a freeform answer in.

More on reddit.com
๐ŸŒ r/explainlikeimfive
2
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October 9, 2010
ELI5: quantitative vs qualitative research
Quantitative- measured in numbers (quantity), qualitative- measured in characteristics (quality) More on reddit.com
๐ŸŒ r/explainlikeimfive
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April 29, 2017
People also ask

What Is Quantitative Research Design?
โ€œResearch designโ€ refers to your approach for answering your fundamental research questions. If you are writing a quantitatively based dissertation, your research design will center on numerical data collection and analysis. Before you can settle on the details of your quantitative research design, you must decide whether your dissertation will be exploratory or conclusive in nature. Exploratory research seeks to develop general insights by exploring the subject in depth. In contrast, conclusive research aims to arrive at a definitive conclusion about the topic.
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gcu.edu
gcu.edu โ€บ blog โ€บ doctoral-journey โ€บ types-quantitative-research-methods-designs
Types of Quantitative Research Methods and Designs | GCU Blog
Whatโ€™s the difference between quantitative and qualitative methods?
Quantitative research deals with numbers and statistics, while qualitative research deals with words and meanings. ยท Quantitative methods allow you to systematically measure variables and test hypotheses. Qualitative methods allow you to explore concepts and experiences in more detail.
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scribbr.com
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Qualitative vs. Quantitative Research | Differences, Examples & ...
What is mixed methods research?
In mixed methods research, you use both qualitative and quantitative data collection and analysis methods to answer your research question.
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scribbr.com
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Qualitative vs. Quantitative Research | Differences, Examples & ...
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ETSU
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A Quantitative Study Comparing Traditional High Schools and ...
The purpose of the study was to determine what practices schools were ยท using to ease transition into Maryland public high schools. Legters and Kerr (2001) reported contextual information provided by the Maryland School Performance Report, as well as annual enrollment data to measure ninth grade promotion rates. The ยท researchers found that a quarter of the high schools in Maryland adopted a school-within-
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Researcher.Life
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What is Quantitative Research? Definition, Methods, Types, and Examples | Researcher.Life
March 3, 2025 - The research is non-experimental ... sample groups are needed for this research. Example: Researchers studying a correlation between regular exercise and diabetes....
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PubMed Central
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A Practical Guide to Writing Quantitative and Qualitative Research Questions and Hypotheses in Scholarly Articles - PMC
These are precise and typically ... among variables (relationship research questions).1,5 We provide examples of descriptive, comparative, and relationship research questions in quantitative research in Table 2....
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Philomath Research
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5 Examples of Quantitative Research
March 28, 2024 - Examples of experimental research include studies on the effectiveness of a new drug or the impact of a specific intervention on behavior. ... In conclusion, quantitative research designs are important tools for researchers to answer research questions and make data-driven decisions.
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Bakeru
bakeru.edu โ€บ images โ€บ pdf โ€บ SOE โ€บ EdD_Theses โ€บ Kelly_Vickie.pdf pdf
A QUANTITATIVE STUDY OF COURSE GRADES AND RETENTION
University. The researchers compared 40 undergraduate students enrolled in online ยท courses and 59 undergraduate students enrolled in the classroom setting of the same
Find elsewhere
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Litmaps
litmaps.com โ€บ articles โ€บ quantitative-research-questions
A complete guide to quantitative research questions: types, examples, and how to write them
Quantitative research relies on numerical data, so your questions must focus on measurable variables. Avoid abstract concepts that cannot be quantified. Instead, use specific terms that can be operationalized and measured. Example: Instead of asking, "How does stress affect job performance?" ask, "What is the relationship between self-reported stress levels and monthly sales performance among sales representatives?"
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Scribbr
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Qualitative vs. Quantitative Research | Differences, Examples & Methods
June 22, 2023 - Quantitative and qualitative research use different research methods to collect and analyze data, and they allow you to answer different kinds of research questions. Quantitative and qualitative data can be collected using various methods. It is important to use a data collection method that will help answer your research question(s). Many data collection methods can be either qualitative or quantitative. For example, in surveys, observational studies or case studies, your data can be represented as numbers (e.g., using rating scales or counting frequencies) or as words (e.g., with open-ended questions or descriptions of what you observe).
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Csusb
libguides.csusb.edu โ€บ quantitative
Quantitative Research - Quantitative and Empirical Research vs. Other Types of Research - Library Guides at John M. Pfau Library
September 3, 2025 - Characterisation of Mainstream and Passive Vapours Emitted by Selected Electronic Cigarettes ... Subjects: Articles, Biology, Environmental Health Science, Environmental Sciences, Geological Sciences, Health Equity, Health Science & Human Ecology, Health Services Administration, Kinesiology, Natural Sciences, Nursing, Nutritional Science & Dietetics, Public Health, Research Skills ยท Tags: empirical, literature review, meta-analysis, qualitative, quantitative
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Fullstory
fullstory.com โ€บ blog โ€บ what is quantitative data? how to collect, understand, and analyze it
What is Quantitative Data? Types, Examples & Analysis | Fullstory
December 3, 2021 - Height in feet, age in years, and weight in pounds are examples of quantitative data. Qualitative data is descriptive data that is not expressed numerically. Both quantitative research and qualitative research are often conducted through surveys ...
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ProProfs Survey Blog
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Quantitative Research Questions - 30 Great Examples
October 15, 2025 - Example: How does the number of training hours (independent variable) impact employee productivity (dependent variable)? ... Avoid vague wording. Your questions should produce numerical data that can be analyzed.
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Proof-reading-service
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Three Examples of Quantitative Research Methods for Academic Writing โ€“ Proof-Reading-Service.com
February 27, 2025 - This article explains three common types of primary quantitative research through practical, fictional examples: a survey of shopping habits conducted by email, an experimental study of animal-assisted therapy in elderly patients, and an ...
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LinkedIn
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5 Examples of Quantitative Research
July 24, 2023 - Examples of experimental research include studies on the effectiveness of a new drug or the impact of a specific intervention on behavior. ... In conclusion, quantitative research designs are important tools for researchers to answer research questions and make data-driven decisions.
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Slu
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Sample Quantitative & Qualitative Research Articles - EDR 3891: Quantitative and Qualitative Methods in Research - Research Guides at Saint Louis University Libraries
July 16, 2025 - Cognitive and Behavioral Indicators of ADHD Symptoms Prior to School Age ยท This article reports on a longitudinal quantitative study. Longitudinal studies look at the same participants over time, in this case 6 years. The extremely large sample size (1,106 participants) and the multiple tests and measures used as data are indicators of a quantitative study.
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Southern New Hampshire University
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Quantitative and Qualitative Research Examples | SNHU
"Quantitative analysis can pinpoint the extent of an issue, while qualitative insights can uncover the underlying causes and potential solutions that numbers alone might miss." For example, in marketing, numbers can show sales patterns, but listening to customer opinions and reasons can tell you what they feel and why they buy, according to Tasker.
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MyAssignmentHelp
myassignmenthelp.co.uk โ€บ blog โ€บ quantitative-research-topics
100+ Quantitative Research Topics & Ideas 2024
The effectiveness of online education in promoting student academic achievement in higher education. Create exemplary quantitative research topic examples on the following Technology and Engineering research topics
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QuestionPro
questionpro.com โ€บ home โ€บ market research โ€บ quantitative research: what it is, types & methods
Quantitative Research: What It Is, Types & Methods
February 5, 2025 - Quantitative research primarily ... a quantitative research study is the survey conducted to understand how long a doctor takes to tend to a patient when the patient walks into the hospital....
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Cambridge Proofreading
proofreading.org โ€บ home โ€บ blog โ€บ what is quantitative research? key features and examples
What is quantitative research? Key features and examples | Cambridge Proofreading
October 3, 2025 - Quantitative methods vary in scope, but the most widely used include: Surveys and questionnaires: Efficient tools for collecting data from large groups. Experiments: Controlled designs that manipulate variables to test causal relationships.
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YourCX
yourcx.io โ€บ home โ€บ blog โ€บ examples of quantitative research
Examples of quantitative research - YourCX
January 7, 2025 - Whether you a student, researcher or a professional, it helps to know about quantitative research for making decisions based on strong data. You will see key examples of quantitative research designs. We will also look at some statistical methods used and real-world uses that show this method's benefits.