Question: I need help solving this problem. I conducted a One-Way ANOVA for the following question, Is there a significant association between coding experience and software
I need help solving this problem. I conducted a One-Way ANOVA 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 and chart in APA guidelines and paragraph format as of reporting in a journal article, including the tests used, the variables that were examined, and what these results suggest.
Table 11
| Descriptives | ||
|---|---|---|
| CodingExperience | SoftwareDevelopmentEfficiency | |
| N | 100 | 100 |
| Missing | 0 | 0 |
| Mean | 4.78 | 51.1 |
| Median | 5.00 | 51.5 |
| Mode | 6.00 | 40.0 |
| 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 |
Table 12
| One-Way ANOVA (Welch's) | ||||
|---|---|---|---|---|
| F | df1 | df2 | p | |
| SoftwareDevelopmentEfficiency | 2.56 | 9 | 19.6 | 0.039 |
Table 13
| Normality Test (Shapiro-Wilk) | ||
|---|---|---|
| W | p | |
| SoftwareDevelopmentEfficiency | 0.992 | 0.794 |
| Note. A low p-value suggests a violation of the assumption of normality |
| Homogeneity of Variances Test (Levene's) | ||||
|---|---|---|---|---|
| F | df1 | df2 | p | |
| SoftwareDevelopmentEfficiency | 0.546 | 9 | 90 | 0.837 |
Figure 1
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