Table 1.
Explanatory variables used for modeling problem-gambling-related exclusion
| Name | Meaning | |
|---|---|---|
| 1 | age | Age |
| 2 | country__gb | Indicator if registered in the UK |
| 3 | country__se | Indicator if registered in Sweden |
| 4 | day_num | Number of days since registration |
| 5 | deposit_approved_num_norm | Number of approved deposits |
| 6 | deposit_approved_num_sd | Variation in the number of deposits |
| 7 | deposit_approved_num_slope | Slope of the number of deposits |
| 8 | deposit_approved_sum_norm | Volume of approved deposits |
| 9 | deposit_approved_sum_sd | Variation of the volume of deposits |
| 10 | deposit_approved_sum_slope | Slope of the volume of deposits |
| 11 | deposit_denied_num_norm | Number of denied deposits |
| 12 | gender__female | Indicator if female |
| 13 | result_cash_sum_norm | Volume of cash wagers minus winnings |
| 14 | session_day_num_norm | Number of active days |
| 15 | session_desktop_num_ratio | Proportion of desktop sessions |
| 16 | session_num_norm | Number of sessions |
| 17 | session_num_sd | Variation in the number of sessions |
| 18 | session_num_slope | Slope of the number of sessions |
| 19 | session_sum_norm | Duration of sessions |
| 20 | session_sum_sd | Variation in the duration of sessions |
| 21 | session_sum_slope | Slope of the duration of sessions |
| 22 | slots_turnover_num_ratio | Proportion of bets on slot machines |
| 23 | sports_turnover_num_ratio | Proportion of bets on sports events |
| 24 | turnover_bonus_num_norm | Number of bonus wagers |
| 25 | turnover_bonus_sum_norm | Volume of bonus wagers |
| 26 | turnover_cash_num_norm | Number of cash wagers |
| 27 | turnover_cash_num_sd | Variation in the number of cash wagers |
| 28 | turnover_cash_num_slope | Slope of the number of cash wagers |
| 29 | turnover_cash_sum_norm | Volume of cash wagers |
| 30 | turnover_cash_sum_sd | Variation in the volume of cash wagers |
| 31 | turnover_cash_sum_slope | Slope of the volume of cash wagers |
| 32 | turnover_day_delta_sd | Variation in days between wagers |
| 33 | turnover_midnight_num_ratio | Proportion of wagers late at night |
| 34 | turnover_saturday_num_ratio | Proportion of wagers on Saturdays |
| 35 | winning_turnover_num_ratio | Number of winnings to wagers |
| 36 | winning_turnover_sum_ratio | Volume of winnings to wagers |
| 37 | withdrawal_approved_num_norm | Number of approved withdrawals |
| 38 | withdrawal_canceled_num_norm | Number of canceled withdrawals |
| 39 | withdrawal_deposit_sum_delta_norm | Volume of withdrawals minus deposits |
| 40 | withdrawal_winning_sum_delta_norm | Volume of withdrawals minus winnings |