![]() ![]() Therefore, in this research, a web-based application was developed to test the validity and reliability of research instruments that are free of charge and easy to use by academics and researchers (this application is then called CAMI). And the second is that the use of this application sometimes confuses the users, the cause is that the items in the application are too complex, making it difficult to use, and in some applications, there are demands that users have an understanding of programming to be able to use the application. However, the use of these applications encounters several obstacles for its users, the first is that some of these applications are paid, the costs that are not small to buy a license for this application often force users to use a pirated version of the application, which of course is detrimental for developers and tarnish the world of education itself. ![]() Testing research instruments can be done using several applications such as SPSS, AMOS, Lisrell, and several other applications.
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