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Applied Research Methods

Data Analysis for Academics

Learn foundational data analysis skills tailored for academic research, using practical examples and clear guidance.

Duration
Self-Paced
Level
Beginner
Format
Online
Language
English
Certificate
Verified Digital
Data Analysis for Academics
Preview this programme
Free
No payment required
Open enrolment
In this programme
✓Step-by-step guides with practical examples
✓Resource links to freely available analytical tools and datasets
✓Illustrative images and charts to reinforce concepts
✓Certificate of completion to demonstrate acquired skills
♛
ARPS Institute Certificate
Upon completion you will receive a digitally signed, QR-verified certificate – shareable on LinkedIn and recognised globally.
Overview

What You Will Learn

<p>This beginner-level programme introduces academics to essential data analysis techniques relevant to their research. Covering data organisation, descriptive statistics, and basic inferential methods, it offers practical steps with resource links and illustrative images. The course emphasises hands-on learning to build confidence in managing and interpreting research data effectively.</p>

✓Understand key concepts of data types and data organisation in academic research
✓Apply basic descriptive statistics to summarise research data
✓Perform simple inferential statistical tests relevant for academic studies
✓Interpret analysis results accurately and report findings clearly
✓Utilise available resources and tools to support data analysis tasks
Who this programme is for
Early-career researchers
Postgraduate students conducting data analysis
Academic staff new to quantitative data handling
Research assistants involved in data management
Anyone interested in the fundamentals of data analysis within academic contexts
Included

This Programme Includes

◆Step-by-step guides with practical examples
◆Resource links to freely available analytical tools and datasets
◆Illustrative images and charts to reinforce concepts
◆Certificate of completion to demonstrate acquired skills
Curriculum

Programme Outline

5 modules · 10 lessons · Self-Paced

The programme is structured across 5 modules, each covering one stage of learning with live sessions, self-paced content, and a practical assignment.

<p>Understand the role and scope of data analysis in academic research, including types and sources of data.</p>

The Importance of Data Analysis in ResearchTypes of Data and Data Sources in Academia

<p>Learn best practices for organising research data effectively before analysis, including cleaning and software usage.</p>

Data Organisation PrinciplesData Cleaning Techniques

<p>Master summarising data characteristics using statistical measures and effective visuals.</p>

Measures of Central Tendency and VariabilityCreating and Interpreting Graphs and Charts

<p>Gain foundational knowledge on testing hypotheses and drawing conclusions beyond the sample data.</p>

Understanding Hypothesis TestingConducting Basic Statistical Tests

<p>Develop skills for presenting analysis results with clarity and academic rigour.</p>

Writing Clear Data Analysis SectionsUtilising Visual Aids in Reporting
Programme facilitator

Meet Your Instructor

AD
AbdulWahid Desmonnd
Senior Reseracher
65 programmes on ARPS Institute · Applied Research Methods
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FAQs

Frequently Asked Questions

No, this beginner course is designed for those with little to no prior experience in statistics or data analysis.

The course references commonly accessible software such as spreadsheet programs and free statistical tools, with resource links provided for downloads and tutorials.

Yes, lessons include guided examples and exercises to reinforce learning through hands-on practice.

Yes, participants who complete the programme will be awarded a certificate of completion.

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