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Gambling Intensity and Between-Group Analyses

Quantile distribution of number of gambling days for the whole sample and number of customers having their last gambling day for each day of data collection are shown in Figure 3. Most of the gambling activity occurred directly after the registration with more than 25% of customers not returning to the platform after the first gambling day. Median number of active gambling days across all randomization groups was three and only 10% of the analyzed individuals had more than 25 active gambling days. Median positive NL in the subgroup of the 10% most intensive players (based on total number of active gambling days) was around 20 times higher than that of the whole sample (Tables 3, 4). No effect of intervention group was found on either proportion of individuals with positive NL or the size of NL among the individuals with positive NL, neither in the whole sample (Table 3) nor in the 10% of most intensive gamblers in each randomization group based on total number of gambling days (Table 4). Higher age was associated with larger proportion of customers with positive NL and higher NL among those with positive NL both in the whole sample, and in the subgroup of the most involved customers. Being a male was associated with higher NL among the customers with positive NL in the whole sample. No effect of randomization group was found on the sum of deposits and total number of gambling days in the whole sample (Supplementary Table 1). Quantile regression showed lower levels of positive NL for the customers in the pre-registration group in higher quantiles and higher levels in post-registration group in lower quantiles (Supplementary Figure 2).

FIGURE 3

Figure 3. Quantile distribution of total number of gambling days in the randomization groups (A) and number of customers having their last gambling day for each day of data collection (B). The highest 10th percentile of gamblers had between 26 and 90 gambling days in total. Out of the whole sample, 62.7% had at least 1 gambling day after the first 7 calendar days following the registration, the proportions are 50.7% after the first 30 calendar days and 37.6% after the first 60 calendar days. N = 1074 customers did not have an active gambling day after day number 1 of the 90-day data collection period, N = 237 did not return after day number 2, N = 25 did not return after day number 10, and N = 266 were active on day number 90.

TABLE 3

Table 3. Comparisons between the prompted groups and the control group regarding proportion of individuals with positive NL and size of NL among the individuals with positive NL.

TABLE 4

Table 4. For the 10% of most intensive gamblers based on the total number of gambling days: Comparisons between the prompted groups and the control group regarding proportion of individuals with positive NL and size of NL among the individuals with positive NL.

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