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Introduction

  • Vivek, Bob & Jon
  • Data -> Stats
  • Jamovi
  • DataPad
  • Trivia Game

Q&A

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Next Steps

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QuestionPro EDU Webinar - COVID Edition 2.0

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A little bit about me and my journey & experience...

Provo

Moscow

Calcutta

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Bob Muenchen

Stats Guru ;)

  • Statistician at UT Knoxville
  • Author/Co-author of:
    • Introduction to Biomedical Data Science
    • R for SAS and SPSS Users
    • R for Stata Users
    • R4Stats.com
  • Managed research software licenses for many years
  • Obsessed with reducing educational software costs

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Jonathon Love

Data Magician ;)

  • Founder of Jamovi
  • Developed software which bridges the gap between methodologists and applied researchers.
  • Obsessed with Research Data

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Jamovi vs. the Competition

Bob Muenchen

Muenchen@utk.edu

bob.muenchen@gmail.com

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Educause Listserv Comment

“While I can't go into details, the future features roadmap of QuestionPro goes substantially beyond any survey tool currently on the market, and beyond what any of the other vendors were willing to share regarding their future plans.”

-Bob Muenchen, April 4, 2018

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Qualtrics Stats IQ

  1. Describe – means, medians, etc.
  2. Relate – crosstab & chi-squared
  3. Relate – t-test
  4. Relate – correlation
  5. Relate – regression
  6. Pivot tables
  7. Text analysis

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Jamovi

  1. Frequencies
  2. Descriptives
  3. Independent Samples T-Test
  4. Bayesian Independent Samples T-Test
  5. Paired Samples T-Test
  6. Bayesian Paired Samples T-Test
  7. One Sample T-Test
  8. Bayesian One Sample T-Test
  9. ANOVA
  10. Bayesian ANOVA
  11. One-Way ANOVA
  12. ANOVA
  13. Bayesian ANOVA
  14. Repeated Measures ANOVA
  15. Bayesian Repeated Measures ANOVA
  16. ANCOVA
  17. Bayesian ANCOVA
  18. MANCOVA
  19. One-Way ANOVA (Non-parametric)
  20. Repeated Measures ANOVA (Non-parametric)
  21. Correlation Matrix
  22. Bayesian Correlation Matrix

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  1. Linear Regression
  2. Bayesian Linear Regression
  3. Binomial Logistic Regression
  4. Multinomial Logistic Regression
  5. Proportion Test (2 Outcomes)
  6. Bayesian Proportion Test (2 Outcomes)
  7. Proportion Test (N Outcomes)
  8. Contingency Tables, Independent
  9. Contingency Tables, Paired
  10. Log-Linear Regression
  11. Bayesian Log-Linear Regression
  12. Reliability Analysis
  13. Principal Component Analysis
  14. Exploratory Factor Analysis
  15. Confirmatory Factor Analysis
  16. Ordinal Logistic Regression
  17. distrACTION: Normal Distribution
  18. distrACTION: T-Distribution
  19. distrACTION: Chi-squared Distribution
  20. distrACTION: Binomial Distribution

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Jamovi – extensions by others

  1. behaviorchange - specialized analyses and visualization tools for research and application of behavior change science
  2. blandr - Bland-Altman method comparison analysis, and is also available as an R package from CRAN
  3. deathwatch - survival analysis
  4. flexplot - graphically-based tools for data analysis; user supplies a formula and the software automatically chooses the graphic
  5. gamlj -  general linear model, linear mixed model, generalized linear models, etc.
  6. jmvR - makes analyses from R's stats package usable from jamovi to help people learn basic R commands
  7. jpower - power analysis for common research designs
  8. lsj-data - example data sets to accompany the book learning statistics with jamovi

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  1. MAJOR - meta-analysis based on R's metafor package
  2. medmod - basic mediation and moderation analysis
  3. jamm - advanced mediation analysis (similar to the popular Process Macro for SAS and SPSS)
  4. moretests - adds Kolmogorov-Smirnov and Anderson-Darling tests
  5. psychoPDA - Psychometrics & post-data analysis
  6. r-datasets - adds the standard example datasets that come with R
  7. RJ - editor to run R code inside jamovi
  8. scatr - scatter plots with marginal density, box plots, & pareto charts
  9. Statkat - helps you choose a statistical test.
  10. TOSTER - tests of equivalence for t-tests and correlation
  11. ufs - tools for confidence intervals for effect sizes from R's ufs package
  12. walrus - robust descriptive stats & tests

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University Goals

  • Teach skills that students can use when they graduate
  • Engagement
    • Help outside organizations solve problems
    • Train students on resume-building real-world problems
  • Save money
    • Open source on university & student machines
    • Inexpensive cloud-based solutions
  • Cloud integration minimizes tech support
    • No software downloads / installations
    • No data downloads

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DataPad - What is it & WHY?

A dashboard view with an unique URL which can be easily shared.

Easy to share

Users can post back data / images to the data set, which will be visible on the dashboard.

Data / images to the data set

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Create Datapad

Abstract

Path

Name

Auto generated : �The [SurveyName] survey was fielded on [Date]. An invitation to take the survey was mailed out to approximately [Enter Number Here] people, and about [Enter Number Here] took the survey. The survey was administered using QuestionPro. This allowed users to submit their responses securely online. Listed below are the key findings.

Surveys > Analytics > Dashboard > Datapadt

Add a custom name/title to your Datapad

Setup

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Datapad - Dataset

Unique link

Data URLs

Click on copy button to use the dataset created in R studio and other stats tools. URL of the created dataset gets copied.

Surveys > Analytics > Dashboard > Dataset

Setup

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Dashboard

Title

Abstract

Content area/ Images

Dataset tab

Uploaded via API

Dataset will show raw data

Dashboard view

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Apps

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Thanks ;)

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vivek.bhaskaran@questionpro.com