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ABENAN from Saudi Arabia: we write knowledge and build the future
Knowledge is no longer just information to memorize or text to publish; it has become the foundation for making decisions, developing capabilities, and creating solutions. From Saudi Arabia, ABENAN sets out to contribute reliable Arabic content and academic and digital services that help individuals and institutions turn knowledge into real impact and a better future.
Common mistakes in writing survey questions and how to avoid them
Practical examples of double-barreled, leading, and vague questions and unbalanced answer options, with how to fix each mistake
How to prepare your Excel file before analyzing survey data in SPSS
A practical guide to arranging your Excel file, coding the answers, and handling missing values before importing survey data into SPSS
How to choose the right statistical test for your research questions
A practical way to choose a statistical test based on the research question, the type of variables, the number of groups, and the assumptions about the data
How to design a clear research questionnaire that is ready for analysis
Steps for designing a research questionnaire, from the study's objectives through piloting, coding, and the analysis plan
How to interpret SPSS results and statistical significance correctly
A simple guide to reading SPSS output and understanding p-values, confidence intervals, and effect sizes without falling into common misinterpretations
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