Table 7.
Variables | (1) | (2) | (3) | (4) | (5) | (6) | (7) |
---|---|---|---|---|---|---|---|
Type of gambling (base category is no betting) | |||||||
Non-sports betting | − 0.032* | − 0.056*** | 0.177*** | 0.074*** | 0.155*** | 0.111*** | 0.053*** |
(0.019) | (0.019) | (0.019) | (0.019) | (0.018) | (0.017) | (0.018) | |
Sports betting | − 0.022 | 0.158*** | 0.561*** | 0.650*** | 0.497*** | 0.720*** | 0.490*** |
(0.025) | (0.025) | (0.025) | (0.025) | (0.024) | (0.022) | (0.023) | |
Sports and non-sports betting | − 0.003 | 0.085*** | 0.615*** | 0.654*** | 0.506*** | 0.686*** | 0.483*** |
(0.025) | (0.025) | (0.025) | (0.025) | (0.024) | (0.022) | (0.023) | |
Female | 0.117*** | 0.030* | 0.103*** | 0.186*** | − 0.172*** | − 0.385*** | − 0.418*** |
(0.019) | (0.018) | (0.018) | (0.018) | (0.018) | (0.016) | (0.017) | |
Age | − 0.009*** | − 0.013*** | − 0.005*** | − 0.004*** | − 0.014*** | − 0.017*** | − 0.016*** |
(0.001) | (0.001) | (0.001) | (0.001) | (0.001) | (0.001) | (0.001) | |
Regional | − 0.009 | − 0.018 | 0.008 | − 0.010 | 0.030* | 0.003 | − 0.062*** |
(0.019) | (0.018) | (0.018) | (0.018) | (0.018) | (0.017) | (0.017) | |
Highest education (base category—less than high school) | |||||||
Completed high school | − 0.065** | − 0.110*** | − 0.085*** | − 0.114*** | − 0.062** | − 0.095*** | − 0.083*** |
(0.031) | (0.030) | (0.030) | (0.030) | (0.030) | (0.028) | (0.029) | |
TAFE or trade certificate | − 0.071** | − 0.093*** | − 0.141*** | − 0.125*** | − 0.134*** | − 0.112*** | − 0.115*** |
(0.029) | (0.028) | (0.028) | (0.028) | (0.027) | (0.025) | (0.027) | |
University | − 0.154*** | − 0.219*** | − 0.220*** | − 0.194*** | − 0.205*** | − 0.218*** | − 0.134*** |
(0.026) | (0.026) | (0.026) | (0.025) | (0.025) | (0.023) | (0.024) | |
Observations | 14,813 | 14,813 | 14,813 | 14,813 | 14,813 | 14,813 | 14,813 |
R-squared | 0.043 | 0.075 | 0.089 | 0.110 | 0.143 | 0.262 | 0.194 |
LR test of age gender interaction (p-value) | 0.004 | 0.000 | 0.000 | 0.000 | 0.965 | 0.000 | 0.000 |
Dependant variable modelled in each column is response to the respectively labelled statement below. Responses to each question are standardised to have a mean of zero and standard deviation of one. Age is included as a third order polynomial with average marginal effects presented. P value of likelihood ratio (LR) test of interaction between age and gender presented in last row with interaction included if p value < 0.05. Standard errors in parentheses. Level of statistical significance denoted by *(10%), **(5%) and ***(1%). All models also include controls for marital status, being a parent, employment status, income bands, country of birth, parent’s country of birth, ATSI and health condition or disability over past 6 months—full results available in Supplementary Materials
(1): Most people in society think betting on sport is harmless
(2): Most people in society bet on sport
(3): Most people in my family think betting on sport is harmless
(4): Most people in my family bet on sport
(5): Most people in my friendship group think betting on sport is harmless
(6): Most people in my friendship group bet on sport
(7): Odds talk is common in discussions about sport with my friends and peers