Table 2.
Level of difficulty of consultations, ordered logistic regression.
Model 1 |
Model 2 |
Model 3 |
Model 4 |
Model 5 |
Model 6 |
|||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|
b | b | b | b | b | b | |||||||
COVID-19 | 0.45 | ⁎⁎⁎ | 0.34 | ⁎⁎⁎ | 0.40 | ⁎⁎⁎ | 0.48 | ⁎⁎⁎ | 0.35 | ⁎⁎ | 0.12 | |
Patron Type (undergrad) | ||||||||||||
Alumni | 0.57 | 0.26 | 0.20 | 0.75 | ⁎ | 0.24 | ||||||
Community | −0.26 | −0.33 | ⁎ | −0.25 | 0.51 | ⁎⁎ | 0.10 | |||||
Library donor | −0.50 | ⁎⁎ | −0.74 | ⁎⁎⁎ | −0.58 | ⁎⁎⁎ | 0.34 | 0.46 | ⁎ | |||
Faculty | 0.20 | ⁎ | 0.14 | 0.19 | 0.45 | ⁎⁎⁎ | 0.07 | |||||
Graduate student | 0.98 | ⁎⁎⁎ | 0.65 | ⁎⁎⁎ | 0.66 | ⁎⁎⁎ | 0.93 | ⁎⁎⁎ | 0.35 | ⁎⁎ | ||
Library colleague | 0.21 | −0.17 | −0.17 | 0.40 | ⁎ | 0.12 | ||||||
Staff | 0.36 | 0.15 | 0.20 | 0.86 | ⁎⁎ | 0.31 | ||||||
Administration | 0.81 | −0.34 | −0.12 | 0.74 | 0.69 | |||||||
Unknown | −1.03 | ⁎⁎⁎ | −0.74 | ⁎⁎⁎ | −0.98 | ⁎⁎⁎ | −0.28 | 0.68 | ⁎⁎⁎ | |||
Scheduled | 1.61 | ⁎⁎⁎ | 1.30 | ⁎⁎⁎ | 1.47 | ⁎⁎⁎ | 0.09 | |||||
Format (in person) | ||||||||||||
−0.54 | ⁎⁎⁎ | −0.85 | ⁎⁎⁎ | −0.11 | ||||||||
Online | 0.39 | 0.56 | ⁎ | 0.34 | ||||||||
Phone | −0.39 | −0.60 | ⁎⁎ | −0.55 | ⁎ | |||||||
Specialized Teams | ||||||||||||
Special collections | −1.28 | ⁎⁎⁎ | −0.75 | ⁎⁎⁎ | ||||||||
Research data services | −1.50 | ⁎⁎⁎ | −1.71 | ⁎⁎⁎ | ||||||||
Duration (less than 10 min) | ||||||||||||
10–20 min | 2.43 | ⁎⁎⁎ | ||||||||||
20–30 min | 3.95 | ⁎⁎⁎ | ||||||||||
30–40 min | 4.85 | ⁎⁎⁎ | ||||||||||
40–50 min | 5.74 | ⁎⁎⁎ | ||||||||||
50–60 min | 5.74 | ⁎⁎⁎ | ||||||||||
60 min or longer | 7.17 | ⁎⁎⁎ | ||||||||||
Semester (fall) | −0.17 | ⁎ | −0.23 | ⁎⁎ | 0.00 | −0.01 | 0.04 | −0.21 | ⁎ | |||
Campus (Atlanta) | ||||||||||||
Alpharetta | −3.08 | ⁎⁎⁎ | −2.97 | ⁎⁎⁎ | −3.11 | ⁎⁎⁎ | −3.41 | ⁎⁎⁎ | −4.13 | ⁎⁎⁎ | −2.53 | ⁎⁎⁎ |
Buckhead | −0.05 | −0.61 | −0.51 | −0.71 | −1.45 | ⁎⁎ | 0.18 | |||||
Clarkston | −3.22 | ⁎⁎⁎ | −3.11 | ⁎⁎⁎ | −2.85 | ⁎⁎⁎ | −3.23 | ⁎⁎⁎ | −3.97 | ⁎⁎⁎ | −2.88 | ⁎⁎⁎ |
Decatur | −3.01 | ⁎⁎⁎ | −2.83 | ⁎⁎⁎ | −2.59 | ⁎⁎⁎ | −2.95 | ⁎⁎⁎ | −3.75 | ⁎⁎⁎ | −2.73 | ⁎⁎⁎ |
Dunwoody | 0.04 | 0.37 | 0.02 | 0.07 | −0.27 | −0.31 | ||||||
Intercepts (E = Effort) | ||||||||||||
Basic | Some E | −2.28 | −2.19 | −1.89 | −2.29 | −2.98 | −1.62 | ||||||
Some E | E | −0.24 | −0.03 | 0.35 | −0.03 | −0.59 | 2.11 | ||||||
E | Sig E | 1.10 | 1.43 | 1.99 | 1.63 | 1.19 | 4.98 | ||||||
Pseudo r2 (Δ in r2) | 0.13 | 0.16 (0.03) | 0.20 (0.04) | 0.20 (0.00) | 0.23 (0.03) | 0.43 (0.20) | ||||||
χ2 (df) | 1145 (7) | 1420 (16) | 1788 (17) | 1828 (20) | 2107 (22) | 3923 (28) | ||||||
⁎⁎⁎ | ⁎⁎⁎ | ⁎⁎⁎ | ⁎⁎⁎ | ⁎⁎⁎ | ⁎⁎⁎ |
N = 3331. Data: Georgia State University Library Consultations Fall 2019–Spring 2020.
p < 0.05.
p < 0.01.
p < 0.001.