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 and chart below, please provide an interpretation of this association or no association) the following: describe the results in APA guidelines and paragraph format as reporting in a journal article, including the tests used, the variables that were examined, and what these results suggest. Thank you. Note: Use the most appropriate tables as well as the chart if needed to report the results.

Table 1

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 2

One-Way ANOVA (Welch's)
	F	df1	df2	p
SoftwareDevelopmentEfficiency	2.56	9	19.6	0.039

Table 3

Normality Test (Shapiro-Wilk)
	W	p
SoftwareDevelopmentEfficiency	0.992	0.794
Note. A low p-value suggests a violation of the assumption of normality

Table 4

Homogeneity of Variances Test (Levene's)
	F	df1	df2	p
SoftwareDevelopmentEfficiency	0.546	9	90	0.837

Plot for SoftwareDevelopmentEfficiency

2 Standardized Residuals -1 -2 -2 -1 O 2 Theoretical Quantiles