A Study on the Path of Enhancing English Learners’ Discourse Organization Skills Based on Deep Learning and Evaluation Research

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Multiple comparative analysis of the organization measurement index

Variable	High-medium grouping (adjacent group)	Middle-low groups (adjacent groups)	High-low group (non-adjacent group)
A number of words in the sentence	-0.312	-0.258	-0.574
The reason explains the step	0.762	0.551	1.293*
Reason explains the number of words	8.214*	5.714*	12.948*
Evaluate the number of words	0.811	0.736	1.531
Word markup	2	0.848	2.869*

Matched sample statistics

	Mean value	Case number	Standard deviation	Standard error mean
Pre-Test	24.512	50	7.2684	1.0237
Post-Test	27.315	50	5.8621	0.7951

Matched sample

	Pair difference			The difference is 95% confidence interval
	Mean value	Standard deviation	Standard error mean	Lower limit	Upper limit	t	freedom	Sig. (Double tail)
cross-survey	-2.465	1.8629	0.293	-2.9934	-2.0516	-9.748	55	0.000

The distribution of English reading scores was distributed

	Case number	Average score	<22.5	22.5-30	>30
Pre-test	50	22.651	16	24	10
Post-test	50	27.547	4	32	14

The regression coefficient of the organization measurement index

Model		Nonnormalized Coefficient		Standard Coefficient		T	Sig	Common Linear Statistics
		B	Standard Error	Trial Version	Tolerance			VIF
1	(Constant)	45.845	2.278		19.542	0.000
	Reason Explains The Number Of Words	0.786	0.078	0.775	9.155	0.000	1.000	1.000
2	(Constant)	46.511	2.165		21.261	0.000
	Reason Explains The Number Of Words	0.784	0.083	0.771	9.755	0.000	1.000	1.000
	Evaluate The Number Of Words	0.825	0.291	0.032	2.864	0.008	1.000	1.000
3	(Constant)	45.012	2.351		19.051	0.000
	Reason Explains The Number Of Words	0.726	0.092	0.711	8.612	0.000	0.866	1.142
	Evaluate The Number Of Words	0.936	0.286	0.263	3.122	0.003	0.953	1.028
	Word Markup	0.524	0.244	0.183	2.189	0.039	0.826	1.265

The regression model of the organization measurement index is summarized

model	R	R2	Adjust R2	Standard estimation error
1	0.775a	0.589	0.592	5.18322
2	0.814b	0.652	0.633	4.96334
3	0.822c	0.677	0.658	4.81244

The analysis results of the description and variance analysis

Measuring index	Population n=60		Scoring group n=20		Medium grouping n=20		Low group n=20		F(2,60)	p
	M	SD	M	SD	M	SD	M	SD
A number of words in the sentence	2.65	1.985	2.36	1.592	2.65	2.261	2.94	2.365	0.385	0.681
The reason explains the step	4.53	1.153	5.26	1.225	4.48	1.152	3.86	1.261	6.631	0.006
Reason explains the number of words	28.28	8.142	35.64	6.584	27.65	5.864	21.54	4.765	30.282	0.000
Evaluate the number of words	1.33	2.361	2.15	3.214	1.36	1.763	0.48	1.211	2.463	0.084
Word markup	6.65	2.794	9	3.115	5.84	2.512	5.12	2.165	6.215	0.006