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. Author manuscript; available in PMC: 2015 Apr 1.
Published in final edited form as: J Marriage Fam. 2014 Mar 4;76(2):387–410. doi: 10.1111/jomf.12072

Table 6.

Hierarchical Generalized Linear Model Ordered Logistic Regressions of Sender Desirability

Covariates Model 1 Model 2 Model 3 Model 4
Coef. SE a Coef. SE a Coef. SE a Coef. SE a
Receiver properties (N = 12,730)b
    Intercept –3.05*** 0.02 –2.97*** 0.02 –2.94*** 0.00 –2.78*** 0.03
    Total incoming messages 0.00*** 0.00 0.00*** 0.00 0.00*** 0.00 0.00*** 0.00
    Total outgoing messages 0.00** 0.00 0.00** 0.00 0.00* 0.00 0.00** 0.00
    Female –0.81*** 0.02 –0.81*** 0.02 –0.84*** 0.01 –0.41*** 0.02
    Desirability 0.53*** 0.01 0.51*** 0.01 0.45*** 0.01 0.39*** 0.01
    White (ref.)
    Black –0.18*** 0.04 –0.01 0.04
    Hispanic –0.07** 0.02 0.02 0.02
    Other race 0.02 0.02 0.02 0.02
    Missing race 0.13*** 0.03 0.11*** 0.03
    Height (decile) 0.01** 0.00 0.00 0.00
    Missing height 0.03 0.03 0.02 0.03
    Number of photos 0.00* 0.00 0.00* 0.00
    Smokes 0.03* 0.02 0.05** 0.02
    Missing smokes 0.02 0.03 0.02 0.03
    Birth year –0.01*** 0.00 0.00*** 0.00
    Profile length –0.01*** 0.00 –0.01*** 0.00
    Drinks 0.06** 0.02 0.02 0.02
    Missing drinks 0.14** 0.04 0.10* 0.04
    4-year degree (ref.)
    High school –0.17*** 0.04 –0.07* 0.03
    Some college –0.12*** 0.03 –0.06* 0.03
    Postgraduate 0.03 0.02 –0.04* 0.02
    Missing education –0.04 0.03 –0.01 0.03
    Current student –0.02 0.02 0.03 0.02
    Missing current student –0.07* 0.03 –0.06* 0.03
    Average body type (ref.)
    Athletic 0.19*** 0.02 0.14*** 0.02
    Thin 0.23*** 0.02 0.18*** 0.02
    Overweight –0.13*** 0.02 –0.08*** 0.02
    Missing body type 0.07** 0.02 0.05* 0.02
Message properties (N = 177,404)b
    Time order 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00
    Message not reciprocated (Rec.; ref.)
    Rec. 1 time 0.85*** 0.02 0.74*** 0.04 0.75*** 0.04 0.65*** 0.04
    Rec. 2–5 times 1.09*** 0.02 0.82*** 0.04 0.83*** 0.04 0.76*** 0.04
    Rec. >5 times 1.22*** 0.02 0.82*** 0.05 0.85*** 0.05 0.77*** 0.05
    Rec. 1 × attractiveness 0.04*** 0.01 0.04*** 0.01 0.03** 0.01
    Rec. 2–5 × attractiveness 0.10*** 0.01 0.10*** 0.01 0.08*** 0.01
    Rec. >6 × attractiveness 0.16*** 0.02 0.15*** 0.02 0.12*** 0.02
Sender properties (N = 177,404)b
    White (ref.)
    Black –1.45*** 0.02
    Hispanic –0.48*** 0.01
    Other race –0.56*** 0.02
    Missing race –0.05* 0.02
    Height (decile) 0.08*** 0.00
    Missing height –0.16*** 0.02
    Number of photos 0.00*** 0.00
    Smokes –0.14*** 0.01
    Missing smokes 0.06** 0.02
    Birth year 0.00*** 0.00
    Profile length 0.03*** 0.00
    Drinks 0.12*** 0.01
    Missing drinks 0.14*** 0.03
    4-year degree (ref.)
    High school –0.39*** 0.02
    Some college –0.16*** 0.02
    Postgraduate 0.10*** 0.01
    Missing education 0.17*** 0.02
    Current student 0.13*** 0.01
    Missing current student –0.25*** 0.02
    Average body type (ref.)
    Athletic 0.35*** 0.01
    Thin 0.25*** 0.02
    Overweight –1.14*** 0.02
    Missing body type –0.29*** 0.02
Thresholds
        φ 1 1.04*** 0.01 1.04*** 0.01 1.04*** 0.01 1.11*** 0.01
        φ 2 2.01*** 0.01 2.02*** 0.01 2.02*** 0.01 2.18*** 0.01
        φ 3 3.29*** 0.01 3.29*** 0.01 3.30*** 0.01 3.60*** 0.01
    Level 2 variance 0.18*** 0.19*** 0.17*** 0.13***

Note: Coef. = coefficient; ref. = reference category.

a

Robust standard errors.

b

Continuous covariates were centered at their grand means.