Table 3.
Perioperative chatbot engagement.
| Clinical variable | Total texts sent |
Texts sent before surgery |
Texts sent after surgery |
|||
|---|---|---|---|---|---|---|
| Mean (standard deviation) | P-value | Mean (standard deviation) | P-value | Mean (standard deviation) | P-value | |
| Medicaid | ||||||
| Yes | 9.7 (13.9) | .0309 | 1.6 (3.3) | .3323 | 8.1 (12.1) | .0101 |
| No | 12.5 (12.2) | 1.2 (2.0) | 11.3 (11.5) | |||
| Ethnicity | ||||||
| Hispanic | 13.3 (14.6) | .5185 | 1.3 (2.1) | .3501 | 12.2 (13.9) | .342 |
| Not Hispanic | 12.3 (12.1) | 1.1 (1.7) | 11.0 (11.4) | |||
| White | ||||||
| White | 12.4 (12.2) | .9067 | 1.3 (2.0) | .7598 | 11.1 (11.5) | .947 |
| Non-white | 12.5 (14.0) | 1.3 (2.8) | 11.2 (1.3) | |||
| English speaking | ||||||
| Yes | 12.3 (16.6) | .9589 | 1.3 (2.1) | .1096 | 11.1 (11.4) | .761 |
| No | 12.2 (12.1) | 0.8 (1.2) | 11.5 (16.0) | |||
| Gender | ||||||
| Female | 14.0 (13.3) | <.0001 | 1.4 (2.0) | .0074 | 12.6 (12.6) | <.0001 |
| Male | 10.0 (10.3) | 1.1 (2.3) | 8.9 (9.5) | |||
| Surgery | ||||||
| TKA | 15.1 (13.5) | <.0001 | 1.3 (2.3) | .768 | 13.9 (12.7) | <.0001 |
| THA | 8.9 (9.5) | 1.3 (1.9) | 7.6 (8.7) | |||
| Anxiety | ||||||
| Yes | 12.9 (12.4) | .6859 | 1.5 (2.3) | .1422 | 11.4 (12.8) | .8434 |
| No | 12.4 (12.2) | 1.2 (2.1) | 11.2 (11.5) | |||
| Depression | ||||||
| Yes | 12.5 (11.8) | .9532 | 1.3 (1.9) | .9447 | 11.2 (11.2) | .9596 |
| No | 12.5 (12.7) | 1.3 (2.2) | 11.2 (11.9) | |||
| Diabetes | ||||||
| Yes | 13.5 (14.4) | .205 | 1.5 (2.3) | .1622 | 12.1 (13.6) | .269 |
| No | 12.2 (11.9) | 1.2 (2.1) | 10.9 (11.2) | |||
| RA | ||||||
| Yes | 11.6 (10.6) | .5955 | 1.7 (1.8) | .1514 | 10.0 (9.6) | .4074 |
| No | 12.5 (12.5) | 1.3 (2.1) | 11.3 (11.7) | |||
| Clinical variable | β coefficient | P-value | β coefficient | P-value | β coefficient | P-value |
|---|---|---|---|---|---|---|
| Age | 0.077 | .005 | 0.002 | .697 | 0.075 | .0034 |
| BMI | 0 | .9721 | 0 | .4555 | 0 | .862 |
| CCI | −0.159 | .278 | −0.006 | .826 | −0.154 | .264 |