![]() Understanding the appropriate use of quantitative research instruments is critical from a theoretical standpoint for ensuring that research questions are answered accurately. Using inappropriate or poorly designed instruments can result in inaccurate or unreliable data, compromising the quality of the research findings and limiting the research's usefulness. ![]() ![]() Understanding quantitative research instrumentation is critical for advancing educational research, both theory and practice since it contributes to the accuracy and credibility of research findings (Creswell & Plano Clark, 2017 DeVellis, 2017 Streiner et al., 2014).
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