Skip to main content

Table 5 Poisson models: Words Used in 5 Foundations, marginal effects

From: Using natural language processing to explore heterogeneity in moral terminology in palliative care consultations

 

(1)

Harm

(2)

Fair

(3)

Loyal

(4)

Authority

(5)

Sanctity

Age

−0.0022 (0.0043)

−0.0008 (0.0020)

0.0019 (0.0032)

0.0019 (0.0032)

0.0008 (0.0026)

Female

−0.0622 (0.1191)

0.0158 (0.0677)

0.0295 (0.0894)

−0.0078 (0.1110)

−0.0712 (0.0646)

White

−0.2445* (0.1361)

−0.0228 (0.0792)

− 0.1513 (0.0972)

−0.0839 (0.1442)

− 0.0801 (0.0886)

Education

0.0063 (0.0423)

0.0425* (0.0243)

−0.0587** (0.0306)

0.0789** (0.0335)

0.0064 (0.0221)

Financial security

−0.0774 (0.0721)

−0.0006 (0.0347)

0.0216 (0.0427)

0.0866 (0.0656)

−0.0015 (0.0369)

Christian

0.0821 (0.1392)

−0.0829 (0.0646)

−0.2852*** (0.1061)

− 0.0914 (0.1128)

−0.0348 (0.0721)

Other religion

−0.2938 (0.2730)

−0.0691 (0.1111)

− 0.1738 (0.1274)

0.1159 (0.1337)

− 0.2405 (0.1551)

EOL pref. Focus comfort care

− 0.0331 (0.0524)

−0.0198 (0.0267)

0.0528 (0.0428)

−0.0230 (0.0416)

0.0517 (0.0439)

Spiritual needs supported

0.0017 (0.0257)

0.0272* (0.0152)

−0.0312* (0.0194)

−0.0254 (0.0273)

0.0056 (0.0133)

Feeling emotional

0.0415** (0.0217)

−0.0152 (0.0100)

0.0031 (0.0149)

0.0209 (0.0171)

0.0229** (0.0116)

Total words used

0.0016*** (0.0001)

0.0005*** (0.0001)

0.0012*** (0.0001)

0.0010*** (0.0001)

0.0005*** (0.0001)

Observations

231

231

231

231

231

  1. Results report marginal effects – representing the change in the number of words used. Robust standard errors in parentheses
  2. *** p < 0.01, ** p < 0.05, * p < 0.1