| Income | 0.121*** (0.0139) | 
| Age range | 
 | 
| [18 - 25[ | Réf | 
| [25 - 35[ | 0.0473 (0.0652) | 
| [35 - 65] | 0.115* (0.0652) | 
| Level of education | 
 | 
| No level/Primary | Réf | 
| Secondary 1 | −0.0320 (0.0736) | 
| Secondary 2 | 0.158** (0.0692) | 
| Superior | 0.123* (0.0742) | 
| Marital status | 
 | 
| Single | Réf | 
| Married | 0.0662* (0.0363) | 
| Divorced/widowed | −0.0312 (0.0925) | 
| Sex | 
 | 
| Male | Réf | 
| Female | 0.0484 (0.0339) | 
| Fewer guarantees required | 
 | 
| No | Réf | 
| yes | 0.0826* (0.0427) | 
| Having a mobile money account | 
 | 
| No | Réf | 
| yes | 0.0765 (0.0473) | 
| Diversity of products offered | 
 | 
| No | Réf | 
| yes | −0.0141 (0.0431) | 
| Number of observations Wald chi2 (14) Prob > chi2 Pseudo R2 Log Pseudolikelihood | 543 −152.18 0.0000 0.3754 −229.42116 |