Quantitative Research and Data Analysis: A Complete Guide
Course Overview
Quantitative research is essential for **data-driven decision-making, academic research, and business analytics**. **Quantitative Research and Data Analysis: A Complete Guide** equips participants with advanced techniques to design surveys, conduct experiments, analyze numerical data, and interpret results using statistical tools and programming languages.
This course focuses on **statistics for research, survey and questionnaire design, experimental research methods, data collection, and analysis using SPSS, R, and Python**, preparing learners for rigorous academic or professional research projects.
Course Objectives
By the end of this course, participants will be able to:
1. Understand quantitative research principles, designs, and applications.
2. Apply statistical methods for research and data analytics.
3. Design surveys and questionnaires for valid and reliable data collection.
4. Conduct experimental research and analyze outcomes.
5. Use SPSS, R, and Python for data analysis and visualization.
6. Interpret and report quantitative data accurately for research or business decisions.
Learning Outcomes
Participants will be able to:
* Conduct quantitative research using structured methodologies.
* Design surveys and questionnaires to collect accurate data.
* Apply descriptive and inferential statistical techniques.
* Analyze experimental data to draw valid conclusions.
* Use SPSS, R, and Python for data cleaning, analysis, and visualization.
* Prepare research reports and presentations based on quantitative findings.
Who Should Attend
* Students and researchers in social sciences, business, or STEM fields
* Data analysts and business intelligence professionals
* Academicians and faculty conducting quantitative research
* Entrepreneurs and professionals making data-driven decisions
* Anyone interested in mastering quantitative research and data analytics
Course Outline (5 Days)
Day 1 – Fundamentals of Quantitative Research
* Principles and characteristics of quantitative research
* Types of quantitative research: descriptive, correlational, experimental, causal-comparative
* Ethics in quantitative research
* Hands-on: Identifying quantitative research problems
Day 2 – Statistics for Research and Data Analytics
* Descriptive statistics: mean, median, mode, variance, standard deviation
* Inferential statistics: hypothesis testing, t-tests, ANOVA, regression analysis
* Probability, correlation, and sampling techniques
* Hands-on: Statistical calculations and interpretations using sample data
Day 3 – Survey Design and Questionnaire Development
* Principles of survey design and question formulation
* Types of questions: open-ended, close-ended, Likert scales
* Validity, reliability, and pilot testing
* Hands-on: Creating effective survey instruments for research
Day 4 – Experimental Research Methods and Data Collection
* Designing experiments and identifying variables
* Randomization, control groups, and bias reduction
* Data collection techniques: surveys, instruments, sensors, observations
* Hands-on: Conducting a mini experimental study and collecting data
Day 5 – Data Analysis Using SPSS, R, and Python
* Introduction to SPSS for statistical analysis
* Using R for data visualization, regression, and statistical modeling
* Python for data cleaning, analysis, and plotting (Pandas, NumPy, Matplotlib)
* Interpreting results and presenting findings effectively
* Hands-on: Analyze sample dataset and prepare research report
Certification
Participants will receive the
**Certificate in Quantitative Research and Data Analysis**
from **KE Leaders Training Centre, London**, validating their skills in survey design, statistics, experimental research, and data analysis using modern tools.
Key Benefits
✔ Master quantitative research methodologies and experimental design
✔ Conduct surveys and develop reliable questionnaires
✔ Apply statistical techniques for analysis and interpretation
✔ Use SPSS, R, and Python for professional-level data analytics
✔ Present research findings with clarity and accuracy
✔ Gain practical skills for academic research, business analytics, and data-driven decision-making
Contact Info:
Enquiry at : admin@keleaders.com
Whatsapp: 0044 790 125 9494
For more details visit our website : www.keleaders.com
