Questionnaire design validation analysis interpretation and report

Описание: Watch this before designing a survey so as to avoid garbage data in your study

🏷 Conceptual and theoretical framework operationalization
Grit, motivation, self-determination theory, Technology Acceptance Model TAM, Unified Theory of Acceptance and Use of Technology UTAUT, self efficacy, academic burnout, EFL, ESL, TEFL
Questionnaire adoption
Questionnaire adaptation
🏷 Free online questionnaire survey tools: Google Forms, Microsoft Forms, Qualtrics, SurveyMonkey, JISC,
🏷 Free quantitative AI data analysis tools: JASP; JAMOVI, R Studio, PSPP, Excel, Tableau for butterfly charts and stacked bar charts
SPSS, AMOS, SmartPLS, MiniTab, EViews, Matplotlib, GPower
How to code a questionnaire on SPSS
How to label questions on SPSS
Data view and variable view
How to enter data in SPSS
Nominal, ordinal and scale measures on SPSS
Pilot testing a questionnaire on a small scale sample of 15 respondents
What is the sample size that is appropriate for questionnaires

Nonprobability voluntary sampling for online survey data collection
How to collect questionnaire data fast
🏷 Descriptive statistics of questionnaire Frequency, percentage, mean, and standard deviation SD
🏷 Inferential statistics of survey Cronbach alpha reliability, correlation, regression, ANOVA, T Test, Collinearity diagnostics, histograms, VIF, Outliers , mediation, moderation, predictor, outcome, independent variable, dependent variable, regression standardized residual, regression standardized predicted value, control variable, covariate, multivariate data analysis
Reliability tests of questionnaire Interclass Correlation Coefficient, Cronbach alpha reliability, Factor loadings, Exploratory Factor Analysis EFA, Confirmatory Factor Analysis CFA, Structural equation modeling SEM, and Model fit indices, Model fit in regression, ANOVA in regression, R squared
What tests to choose for questionnaire analysis
Best quantitative data analysis techniques for a questionnaire
What tests to select for questionnaire analysis
How to analyse a survey and interpret the results
How to avoid GIGO when designing a research instrument
Garbage in and garbage out dilemma in data collection and research instruments
How to reverse code negatively worded items through data transformation
Composite score calculations
Mean score calculation
How to put different questions in one table for a questionnaire data analysis on SPSS
How to sort data based on mean in SPSS
How to interpret the mean and standard deviation
Normality test of Likert scale
Non parametric statistics for data analysis
Pearson correlation test
Spearman correlation test
Mean and standard deviation with correlation in on table on SPSS
One tailed and two tailed hypotheses differences
How to run and interpret correlation on SPSS
Weak, moderate and strong statistically significant correlation
How to interpret the p value at .05, .01 and .000
How to format tables in APA 7th edition style
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✨Social media:
Mohamed Benhima, PhD
Email: [email protected]
WhatsApp: +212619398603 / wa.link/l6jvny
✅ Download the used materials: https://redev.gumroad.com/l/Likertscale
✅ Quantitative data analysis one-on-one consultation service:
https://drbenhima.com/quantitative-da...
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