A Constructive Analysis and Theoretical Expansion of Ecological Ethical Consciousness in Early German Romantic Literature Aided by Information Technology
19 mar 2025
O artykule
Data publikacji: 19 mar 2025
Otrzymano: 18 lis 2024
Przyjęty: 19 lut 2025
DOI: https://doi.org/10.2478/amns-2025-0402
Słowa kluczowe
© 2025 Yi Fang, published by Sciendo
This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License.
Figure 1.

Figure 2.

Figure 3.

Correlation analysis results between variables
| Variable | Continued reading will | Expected confirmation | Satisfaction | Perceptual usefulness |
|---|---|---|---|---|
| Continued reading will | 1 | |||
| Expected confirmation | 0.453** | 1 | ||
| Satisfaction | 0.411** | 0.702** | 1 | |
| Perceptual usefulness | 0.511** | 0.608** | 0.657** | 1 |
Model regression
| Variable | Model 1 | Model 2 | Model 3 |
|---|---|---|---|
| Gender | −0.071 | −0.064 | −0.075 |
| Age | 0.005 | 0.005 | −0.008 |
| Work | 0.123* | 0.115* | 0.112* |
| Education | 0.251*** | 0.248*** | 0.243*** |
| Usage time | 0.162*** | — | — |
| Content contact | — | 0.215*** | — |
| Reading degree | — | — | 0.220*** |
| R2 | 0.105 | 0.125 | 0.121 |
| Adjusted R2 | 0.096 | 0.118 | 0.119 |
| F | 12.079*** | 15.078*** | 14.153*** |
Results based on audience analysis
| Expected validation and perceptive regression analysis | |||||||||
|---|---|---|---|---|---|---|---|---|---|
| Nonnormalized coefficient | Normalization factor | T | P | VIF | R2 | Adjusted R2 | F | ||
| B | Standard error | Beta | |||||||
| Constant | 2.611 | 0.145 | — | 18.644 | 0.000*** | — | 0.368 | 0.365 | F=208.608 P=0.000 |
| Expected confirmation | 0.467 | 0.035 | 0.607 | 15.123 | 0.000*** | 1.000 | |||
| Expected validation, perceived usefulness, and return to satisfaction | |||||||||
| Constant | 0.362 | 0.199 | — | 1.830 | 0.069 | — | 0.580 | 0.572 | F=244.025 P=0.000 |
| Expected confirmation | 0.451 | 0.045 | 0.482 | 11.105 | 0.000** | 1.571 | |||
| Perceptual usefulness | 0.459 | 0.057 | 0.375 | 8.567 | 0.000** | 1.572 | |||
| Perceived usefulness, satisfaction returns to the continued reading will | |||||||||
| Constant | 0.411 | 0.362 | — | 1.156 | 0.254 | — | 0.205 | 0.201 | F=46.352 P=0.000 |
| Perceptual usefulness | 0.405 | 0.108 | 0.251 | 4.012 | 0.000** | 1.751 | |||
| Satisfaction | 0.339 | 0.085 | 0.251 | 4.010 | 0.000** | 1.751 | |||
The correlation analysis results of each variable
| Variable | Service length | Cultural contact | Reading degree | Propagation effect |
|---|---|---|---|---|
| Service length | 1 | |||
| Cultural contact | 0.123** | 1 | ||
| Reading degree | 0.256*** | 0.354*** | 1 | |
| Propagation effect | 0.185*** | 0.235*** | 0.266*** | 1 |
