Question: I need help solving this problem. I conducted a descriptive analysis and a Pearson correlation for the following question. Is there a significant association between
I need help solving this problem. I conducted a descriptive analysis and a Pearson correlation for the following question. "Is there a significant association between coding experience and software development efficiency?" From the tables below, please provide an interpretation of this association (or no association) the following: describe the results from both tables in APA guidelines and paragraph format, including the tests used, the variables that were examined, and what these results suggest.
| Descriptives | ||
|---|---|---|
| CodingExperience | SoftwareDevelopmentEfficiency | |
| N | 100 | 100 |
| Missing | 0 | 0 |
| Mean | 4.78 | 51.1 |
| Median | 5.00 | 51.5 |
| Mode | 6.00 | 40.0 |
| Sum | 478 | 5106 |
| Standard deviation | 2.50 | 23.0 |
| IQR | 4.00 | 36.0 |
| Range | 9 | 100 |
| Minimum | 1 | 0 |
| Maximum | 10 | 100 |
| More than one mode exists, only the first is reported |
| Correlation Matrix | |||
|---|---|---|---|
| SoftwareDevelopmentEfficiency | CodingExperience | ||
| SoftwareDevelopmentEfficiency | Pearson's r | ||
| df | |||
| p-value | |||
| N | |||
| CodingExperience | Pearson's r | 0.318** | |
| df | 98 | ||
| p-value | 0.001 | ||
| N | 100 | ||
| Note. * p < .05, ** p < .01, *** p < .001 |
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