Id |
Subject |
Object |
Predicate |
Lexical cue |
T478 |
0-4 |
Sentence |
denotes |
4.3. |
T479 |
5-24 |
Sentence |
denotes |
Regression Analysis |
T480 |
25-261 |
Sentence |
denotes |
To examine the determinants of beliefs in conspiracy theories, we conduct a regression analysis with beliefs in conspiracy theories as the dependent variable and political, psychological, and structural factors as independent variables. |
T481 |
262-316 |
Sentence |
denotes |
Some of the independent variables are dummy variables. |
T482 |
317-632 |
Sentence |
denotes |
For these variables, the reference groups are the middle group in the cases of ideology, the non-partisan group in party supported, the non-religious group in religion, the group with income below 5 million won in income, the group with less than a college degree in education, and the male in gender, respectively. |
T483 |
633-773 |
Sentence |
denotes |
The regression analysis is carried out separately for each of the three factors, and the results are shown as Models 1, 2, and 3 in Table 3. |
T484 |
774-912 |
Sentence |
denotes |
In Model 1, the political variables, authoritarianism, religiosity, and trust in SNS, positively influence beliefs in conspiracy theories. |
T485 |
913-1068 |
Sentence |
denotes |
Conversely, support for the current the President Moon’s government, Christianity, trust in the government, and trust in people, all have negative effects. |
T486 |
1069-1134 |
Sentence |
denotes |
Ideology and partisan support do not have significant influences. |
T487 |
1135-1281 |
Sentence |
denotes |
For the religion variables, religiosity has a statistically significant effect whereas Christianity negatively influences beliefs in conspiracies. |
T488 |
1282-1428 |
Sentence |
denotes |
This suggests that not only the depth of religious belief but also the type of religion plays an important role in beliefs in conspiracy theories. |
T489 |
1429-1550 |
Sentence |
denotes |
In particular, it is noteworthy that the two variables play opposite roles in determining beliefs in conspiracy theories. |
T490 |
1551-1849 |
Sentence |
denotes |
Because some extreme Christians in Korean society disseminate conspiracy theories and oppose the current government, the result that general Christians do not believe conspiracy theories may indicate that there is a difference in conspiracy beliefs between general Christians and extreme believers. |
T491 |
1850-1972 |
Sentence |
denotes |
For the trust variables, the degree and direction of beliefs in conspiracy theories vary depending on the object of trust. |
T492 |
1973-2094 |
Sentence |
denotes |
Trust in the government and trust in people decrease beliefs in conspiracy theories, whereas trust in SNS increases them. |
T493 |
2095-2263 |
Sentence |
denotes |
The fact that trust in the government reduces beliefs in conspiracy theories suggests that citizens can accept the government’s active role in the response to COVID-19. |
T494 |
2264-2495 |
Sentence |
denotes |
In particular, the fact that trust in the government has the largest standardized regression coefficient among the trust variables suggests that the government certainly should play an active role in handling the COVID-19 pandemic. |
T495 |
2496-2705 |
Sentence |
denotes |
The fact that trust in SNS leads to stronger beliefs in conspiracy theories implies that that information related to conspiracy theories is common on SNS in the COVID-19 pandemic, which affects Internet users. |
T496 |
2706-2960 |
Sentence |
denotes |
In Model 1, the coefficient of trust in the government is the largest based on standardized regression coefficient values, meaning that it has the most explanatory power, followed by support for the current government, trust in SNS, and authoritarianism. |
T497 |
2961-3136 |
Sentence |
denotes |
This result implies that the government’s role in the COVID-19 pandemic is important because the top two variables in terms of explanatory power are related to the government. |
T498 |
3137-3320 |
Sentence |
denotes |
In Model 2, perceived risk, anxiety, negative emotions, and blame attribution have positive effects on beliefs in conspiracy theories, whereas perceived control has a negative effect. |
T499 |
3321-3356 |
Sentence |
denotes |
These results match the hypotheses. |
T500 |
3357-3476 |
Sentence |
denotes |
Analytic thinking negatively affects beliefs in conspiracy theories, but the relation is not statistically significant. |
T501 |
3477-3634 |
Sentence |
denotes |
They are all negative attributes, meaning that more larger efforts are needed to effectively decrease negative mood and perceptions in the COVID-19 pandemic. |
T502 |
3635-3889 |
Sentence |
denotes |
From this perspective, because an individual’s perceived sense of control is a psychological variable that plays a role in decreasing beliefs in conspiracy theories, it is necessary to strongly empower people to see the more positive sides of situations. |
T503 |
3890-4069 |
Sentence |
denotes |
In addition, beliefs in conspiracy theories are related to external blame attribution, in which people place responsibility for COVID-19 on other people rather than on themselves. |
T504 |
4070-4160 |
Sentence |
denotes |
External rather than internal blame attribution reinforces beliefs in conspiracy theories. |
T505 |
4161-4327 |
Sentence |
denotes |
This finding implies that an emphasis on individual responsibility in the course of the COVID-19 pandemic is important to enable people to attribute blame internally. |
T506 |
4328-4475 |
Sentence |
denotes |
Among the six variables in Model 2, the most influential variable is negative emotions, followed by anxiety, perceived control, and perceived risk. |
T507 |
4476-4627 |
Sentence |
denotes |
This result suggests that an emotional rather than a rational approach is needed to reduce beliefs in conspiracy theories during the COVID-19 pandemic. |
T508 |
4628-4716 |
Sentence |
denotes |
Model 3 shows the impacts of the structural variables on beliefs in conspiracy theories. |
T509 |
4717-4906 |
Sentence |
denotes |
Knowledge and the quality of information positively affect these beliefs, whereas the amount of information, health status, and worsening health status after COVID-19 have negative impacts. |
T510 |
4907-4990 |
Sentence |
denotes |
Education level, income, gender, and age have no statistically significant effects. |
T511 |
4991-5066 |
Sentence |
denotes |
The first important point is about to the roles of education and knowledge. |
T512 |
5067-5162 |
Sentence |
denotes |
The former does not affect beliefs in conspiracy theories, whereas the latter does affect them. |
T513 |
5163-5321 |
Sentence |
denotes |
These results suggest that rather than increasing formal education, a knowledge-centered approach is needed to reduce beliefs in COVID-19 conspiracy theories. |
T514 |
5322-5397 |
Sentence |
denotes |
Second, the quality and quantity of information perform opposite functions. |
T515 |
5398-5493 |
Sentence |
denotes |
The former decreases beliefs in conspiracy theories, whereas the latter increases such beliefs. |
T516 |
5494-5725 |
Sentence |
denotes |
This result implies that the large quantities of information available on SNS contain conspiracy theories, suggesting that high-quality information is needed to address the large quantities of information about conspiracy theories. |
T517 |
5726-5780 |
Sentence |
denotes |
Third, the two health variables have opposite effects. |
T518 |
5781-5935 |
Sentence |
denotes |
Generally, health increases beliefs in conspiracy theories, but a deterioration in health after COVID-19 leads to stronger beliefs in conspiracy theories. |
T519 |
5936-6105 |
Sentence |
denotes |
The information quality variable has the greatest explanatory power in Model 3, followed by health status, the quantity of information, and health status after COVID-19. |
T520 |
6106-6167 |
Sentence |
denotes |
The results confirm the importance of information and health. |
T521 |
6168-6257 |
Sentence |
denotes |
Model 4 shows the causal relationships when all variables are included in the regression. |
T522 |
6258-6368 |
Sentence |
denotes |
Most of the directions and statistical significance of the effects found by Models 1, 2, and 3 are maintained. |
T523 |
6369-6406 |
Sentence |
denotes |
However, there are a few differences. |
T524 |
6407-6516 |
Sentence |
denotes |
First, beliefs in conspiracy theories increase when respondents support other parties outside the mainstream. |
T525 |
6517-6658 |
Sentence |
denotes |
This result suggests that conspiracy theories may spread to minority or alternative parties rather than to mainstream or established parties. |
T526 |
6659-6797 |
Sentence |
denotes |
Second, trust in the general public, which has a significant effect in Model 1, has no significant effect when all variables are included. |
T527 |
6798-6897 |
Sentence |
denotes |
Third, analytic thinking, which has no significant effect in Model 2, now has a significant effect. |
T528 |
6898-6997 |
Sentence |
denotes |
This finding suggests that thinking patterns and logic can suppress beliefs in conspiracy theories. |
T529 |
6998-7094 |
Sentence |
denotes |
Fourth, it appears that women do not believe conspiracy theories to the extent that than men do. |
T530 |
7095-7148 |
Sentence |
denotes |
This finding supports existing research results [29]. |
T531 |
7149-7223 |
Sentence |
denotes |
Model 4 includes all variables that affect beliefs in conspiracy theories. |
T532 |
7224-7440 |
Sentence |
denotes |
The variables with the largest standardized regression coefficients are the quality of information (−0.260), health status (0.154), support for Moon’s government (−0.141), perceived risk (0.128), and anxiety (0.104). |
T533 |
7441-7559 |
Sentence |
denotes |
These results suggest that the quality of information is very important in suppressing beliefs in conspiracy theories. |
T534 |
7560-7797 |
Sentence |
denotes |
In addition, the five variables belong to each political, psychological, and structural components, which suggests that a balanced approach that considers multiple variables at the same time should be used to address conspiracy theories. |
T535 |
7798-7879 |
Sentence |
denotes |
Finally, Model 4′s explanatory power for beliefs in conspiracy theories is 35.2%. |
T536 |
7880-7961 |
Sentence |
denotes |
Considering the large number of independent variables, its power is rather small. |
T537 |
7962-8059 |
Sentence |
denotes |
Thus, it is necessary to identify additional variables to increase the model’s explanatory power. |
T538 |
8060-8242 |
Sentence |
denotes |
The explanatory power of Model 1 is 20.8%, that of Model 2 is 17.3%, and that of Model 3 is 24.8%, suggesting that political, psychological, and structural factors are all important. |