Digital Tools for Data Analysis
Quantitative Analysis Tools
Digital Tools for Statistics
Open Source Software for Data Analysis
Jamovi : Jamovi is a new “3rd generation” statistical spreadsheet. designed from the ground up to be easy to use, jamovi is a compelling alternative to costly statistical products such as SPSS and SAS. (https://www.jamovi.org/)
JASP : JASP is a free and open-source graphical program for statistical analysis supported by the University of Amsterdam. It is designed to be easy to use, and familiar to users of SPSS. (https://jasp-stats.org/)
BlueSky Statistics : BlueSky Statistics’ desktop version is a free and open source graphical user interface for the R software that focuses on beginners looking to point-and-click their way through analyses. A commercial version is also available which includes technical support and a version for Windows Terminal Servers such as Remote Desktop, or Citrix. Mac, Linux, or tablet users could run it via a terminal server. (https://www.blueskystatistics.com/)
R-Software : R is a free software environment for statistical computing and graphics. It compiles and runs on a wide variety of UNIX platforms, Windows and MacOS. (https://www.r-project.org/)
GNU PSPP : GNU PSPP is a program for statistical analysis of sampled data. It is a free as in freedom replacement for the proprietary program SPSS, and appears very similar to it with a few exceptions. (https://www.gnu.org/software/pspp/)
SOFA : Sofa is a free and open source statistical analysis software developed in the python language. It is a widely used statistical software for its exemplary features and shareable format. (https://www.sofastatistics.com/home.php)
Develve : This free statistical analysis software performs statistical data interpretation, and it comes handy with features like Response Surface Methodology (RSM) and Design of Experiments (DOE). (https://develve.net/)
Paid Software for Data Analysis
IBM SPSS: IBM® SPSS® Statistics is a powerful statistical software platform. It delivers a robust set of features that lets your organization extract actionable insights from its data. (https://www.ibm.com/products/spss-statistics)
Sample Size Online Calculator
Survey Monkey Sample Size Calculator: https://www.surveymonkey.com/mp/sample-size-calculator/
Check Market: https://www.checkmarket.com/sample-size-calculator/
Calculator.net: https://www.calculator.net/sample-size-calculator.html
Qualtrics: https://www.qualtrics.com/blog/calculating-sample-size/
Questionpro : https://www.questionpro.com/sample-size-calculator/
Effect Size Online Calculator
Meta-Analysis Effect Size Calculator: https://www.campbellcollaboration.org/escalc/html/EffectSizeCalculator-SMD17.php
Computation of Effect Size: https://www.psychometrica.de/effect_size.html
Effect Size Calculator for t-test: https://www.socscistatistics.com/effectsize/default3.aspx
AI Therapy: https://www.ai-therapy.com/psychology-statistics/effect-size-calculator
Online Statistical Calculator
Social Science Calculator: https://www.socscistatistics.com/tests/
Testing the Significance of Correlations: https://www.psychometrica.de/correlation.html
JAMOVI & JASP Softwares
Qualitative Analysis Tools
NVivo
ATLAS.ti
MAXQDA
Dedoose
HyperResearch
Transana
Quirkos
WebDDQ
RQDQ