UCirvine Foundations of Professional Nursing NUR3846 Find Correlation Analysis

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Mathematics

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Correlation is the process of establishing a relationship between two or more factors. Correlation is an important concept that can be misused. One misuse is saying that factor A is caused by factor B just because correlation is found. Cause cannot be implied simply from correlation. Find two examples in scholarly articles within the last 10 years that use correlation analysis. One of the articles must use correlation to imply causation correctly and one article should not have justification to imply cause.

Explain why cause was appropriate in one article and not in the other.

What would be needed for the second article to justify a statement of cause? 

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Explanation & Answer

Attached.

1

Correlation Analysis

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2
Correlation Analysis
Article 1 Summary
Research on innovative experience learning is essential to highlight the relevance of
contemporary instruction techniques and influences on student outcomes. Leal-Rodriguez and
Albort-Morant (2019) aimed to develop a positive link between learners' performance and
engagement in experiential learning using data from a Spanish Business School. The authors
focused on the significance of hands-on and activity-based learning methods in motivating
learners to develop competencies in different content areas optimally. The authors suggested that
there was a gap in knowledge and limited research related to academic performance levels and
experiential learning. In this view, they hypothesized that modifying instruction techniques to
incorporate hands-on learning is the most effective way to alter performance levels.
The research relied on past research related to student performance and influencing
factors to develop a theoretical framework while it improved its global fit and validity by
incorporating empirical evidence. The authors justified the strong positive association b...


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