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. 2025 Jul 22;27:e73950. doi: 10.2196/73950

Table 3. Regression models predicting the semantic severity of words describing anxious and sad feelings from the year of publication and Mental Health Index (MHI).

Keywords and model F test (df) P value Year MHI
β P value β P value
Fear
Severity ~ year 1.40 (1, 23,567) .24 a
Severity ~ year + MHI 113.60 (2, 23,566)b <.001 .77 1.93 <.001
Worried
Severity ~ year 38.10 (1, 4145) .05
Severity ~ year + MHI 44.12 (2, 4144) <.001 .40 2.48 <.001
Worry
Severity ~ year 16.72 (1, 11,647) <.001 .002 <.001
Severity ~ year + MHI 114.10 (2, 11,646) <.001 .001 .01 2.22 <.001
Grief
Severity ~ year 0.06 (1, 2344) .80
Severity ~ year + MHI 19.10 (2, 2343) <.001 .60 3.09 <.001
Sad
Severity ~ year 0.00 (1, 4881) .99
Severity ~ year + MHI 60.05 (2, 4880) <.001 .59 3.30 <.001
Sadness
Severity ~ year 0.00 (1, 2643) .96
Severity ~ year + MHI 5.96 (2, 2642) .002 .79 1.54 <.001
Sorrow
Severity ~ year 25.17 (1, 6774) <.001 −.004 <.001
Severity ~ year + MHI 235.30 (2, 6773) <.001 −.004 <.001 6.08 <.001
Unhappy
Severity ~ year 3.81 (1, 2574) .05
Severity ~ year + MHI 12.61 (2, 2573) <.001 −.002 .02 1.64 <.001
a

Not applicable.

b

Values in italics format indicate statistically significant results.