The fresh new analyses had been performed that have Roentgen 4.0.0 (R Foundation getting Statistical Computing, Vienna, Austria) . Zero forgotten data was basically contained in the database. The fresh unlock database and you may code records for those analyses appear at Open Research Structure data source (
Dining table step one
Age, measured in years. Men: dummy variable where women = 0 and men = 1. Single: dummy variable where in a relationship = 0 and single = 1. Sexual minority: dummy variable where heterosexual = 0 and sexual minority = 1. ––– = Mean and standard deviation for apps use groups are not reported as this variable was nominal with three levels. Bold values correspond to statistically significant associations (p < 0.05).
Table dos
Nonusers: people advertised with never ever made use of dating apps. Early in the day users: players reported that have made use of relationships software, yet not over the last 3 months. Latest users: Members stated having used relationships applications over the last 3 months. Age, counted in many years. Size by the row.
Of the participants, 71.5% (n = 1219) were nonusers, 15.8% (n = 270) were past dating apps users, and 12.7% (n = 216) were latest users. All sociodemographic variables were associated with the dating apps users groups. With respect to gender, for women, the distributions by group was pnonuser = 0.75, pprevious = 0.15, and pcurrent = 0.10; for men, pnonuser = 0.65, pprevious = 0.17, and pcurrent = 0.18; ? 2 (2) = , p < 0.001, V = 0.12. For those in a relationship, pnonuser = 0.79, pprevious = 0.17, and pcurrent = 0.04; for single participants, pnonuser = 0.65, pprevious = 0.15, and pcurrent = 0.20; ? 2 (2) = , p < 0.001, V = 0.24. For heterosexual participants, pnonuser = 0.79, pprevious = 0.13, and pcurrent = 0.08; for sexual minority participants, pnonuser = 0.55, pprevious = 0.23, and pcurrent = 0.23; ? 2 (2) = , p < 0.001, V = 0.25. Age was associated with the dating apps users groups, with previous users being the older ones (M = , SD = 2.16) and nonusers the youngers (M = , SD = 1.98), F(2, 1702) = , p < 0.001, R = 0.24.
Personality means differed by dating apps users group for all considered variables (all ps ? 0.017), except for Extraversion, F(2, 1702) = 0.00, p = 0.998. All effect sizes could be considered as rather small (MR = 0.07, range [.00, 0.10]). The higher associations were with respect to Open-Mindedness (higher mean for current users) and Conscientiousness (higher mean for nonusers). We note that Conscientiousness and Dark Core showed a high negative correlation (r = –0.59, p < 0.001).
Results of the multinomial logistic regression models are shown in Table 3 . The explanatory capacity of the model was moderate (Nagelkerke’s pseudo-R 2 = 0.25, McFadden’s pseudo-R 2 = 0.14). The explanatory ability was basically provided by the sociodemographic information. Being a member of a sexual minority greatly increased the probability of dating apps use (ORprevious = 3.08, p < 0.001; ORcurrent = 4.11, p < 0.001). Men had a higher probability of use (ORprevious = 1.44, p = 0.029; ORcurrent = 1.71, p = 0.002). Increments in age were associated with increments in the probability of use (ORprevious = 1.42, p < 0.001; ORcurrent = 1.27, p < 0.001). Being single showed a very interesting result, as it had an an important impact on the probability of being a current user (ORcurrent = 6.48, p < 0.001), but not with being a previous user (ORprevious = 1.22, p < 0.177). To better understand the relevance of these variables, we computed the probability of belonging to each group for an 18-year-old heterosexual woman in a relationship and for a 26-year-old single non-heterosexual man (both with mean scores in all personality variables). For that woman, pnonuser = 0.95, pprevious = 0.04, and pcurrent = 0.01; for that man, pnonuser = 0.12, pprevious = 0.45, and pcurrent = 0.44. All of the personality scores showed statistically non-significant coefficients (ORs in the range [0.86, 1.19], ps ? 0.058), except for Open-Mindedness with current use (ORprevious = 1.22, p = 0.026).