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. 2021 May 19;18(10):5422. doi: 10.3390/ijerph18105422

Table 3.

Test results of correlation between PM2.5 levels and people’s emotional intensity.

Explanatory Variable Explained Variable
Number of Negative Weibo Posts Share of Negative Weibo Posts
Model 1 Model 2 Model 3 Model 4
Weekend 5.8296 3.8199 −0.0289 *** −0.0294 ***
(6.5029) (5.2182) (0.0071) (0.0071)
Holiday −22.1751 ** −44.2820 *** −0.0270 ** −0.0323 ***
(9.1351) (9.0503) (0.0109) (0.0111)
Temperature 0.1088 3.3306 *** −0.0046 *** −0.0038 ***
(1.1620) (1.0039) (0.0011) (0.0011)
Square of temperature −0.1203 *** −0.1350 *** 0.0001 *** 0.0001 ***
(0.0327) (0.0268) (0.0000) (0.0000)
Humidity 2.3040 *** 0.5547 *** 0.0009 *** 0.0005 **
(0.2952) (0.1722) (0.0002) (0.0002)
Precipitation −1.5675 *** −0.2797 * −0.0002 0.0001
(0.5098) (0.1575) (0.0006) (0.0006)
Sea level pressure −1.2848 ** 1.0594 * −0.0018 ** −0.0012
(0.6455) (0.5485) (0.0007) (0.0007)
Wind speed 0.0508 2.7047 *** −0.0033 *** −0.0027 ***
(0.6709) (0.6352) (0.0007) (0.0007)
Major event −0.2190 0.7872 −0.0150 ** −0.0148 **
(6.5950) (5.2985) (0.0076) (0.0074)
Spring −46.7479 *** −58.0878 *** 0.0091 0.0064
(12.5696) (10.9529) (0.0111) (0.0109)
Summer −78.2494 *** −38.8843 *** −0.0422 ** −0.0327 *
(15.2589) (11.2806) (0.0175) (0.0172)
Autumn −41.8634 *** −11.4606 −0.0220 ** −0.0146
(14.8600) (11.0593) (0.0093) (0.0094)
PM2.5 1.0168 *** 0.0002 ***
(0.0935) (0.0000)
R2 0.3343 0.5792 0.1368 0.1509

Note: The values in the table represent the correlation coefficients of the variables of the regression model, and the standard error of each coefficient is in parentheses. ***, **, * indicate significance at the levels of 0.01, 0.05 and 0.1, respectively. Winter is the default variable.