Table 6 Results from SURE model (dependent variables: DailyRevenuePerWoman and DailyRevenuePerMan in eurocent)
From: Network effects in two-sided markets: why a 50/50 user split is not necessarily revenue optimal
Independent variables | Dependent variable: DailyRevenuePerWoman | Dependent variable: DailyRevenuePerMan | ||||||
|---|---|---|---|---|---|---|---|---|
Model 1 | Model 2 | Model 3 | Model 4 | Model 1 | Model 2 | Model 3 | Model 4 | |
Installed base | ||||||||
Women | −0.00233*** | −0.00327*** | −0.00324*** | −0.00495*** | 0.01414*** | 0.00798*** | 0.00664*** | |
Men | 0.00099*** | 0.00203*** | 0.00274*** | −0.00819*** | −0.01917*** | −0.00772*** | −0.00831*** | |
Platform parameters | ||||||||
PlatformLifetime | −0.00161*** | −0.00172*** | −0.00158*** | −0.00177*** | ||||
Update1 | 0.24203*** | 0.13408 | 1.92923*** | 1.177824*** | ||||
Update2 | 0.62657*** | 0.6469*** | 0.03142 | −0.09009 | ||||
Update3 | 0.2999*** | 0.24713*** | 0.41002*** | 0.12,682 | ||||
Update4 | −0.20911*** | −0.16,894*** | 0.21692** | 0.56356*** | ||||
Update5 | 0.18542*** | 0.18566*** | −0.87221*** | −0.85609*** | ||||
Update6 | −0.55129*** | −.58451*** | −0.32383*** | −0.3563*** | ||||
Update7 | 0.57989*** | 0.55077*** | 0.95582*** | 0.83301*** | ||||
Update8 | 0.08138*** | 0.10276*** | 0.36529*** | 0.24856*** | ||||
Update9 | 0.60853*** | 0.62466*** | −0.83949*** | −0.54311*** | ||||
Update10 | 0.27583*** | 0.32232*** | 0.5254*** | 0.58091*** | ||||
Seasonal parameters | ||||||||
TVevent1 | −0.5141*** | −1.17277*** | ||||||
TVevent2 | 0.11135** | 0.02654 | ||||||
Winter | −0.08727** | 0.05107 | ||||||
Spring | −0.07847* | 0.07906 | ||||||
Summer | −0.02351* | 0.41086*** | ||||||
Constant | 2.77099*** | 2.23918*** | 7.3951*** | 8.34538*** | 14.97672*** | 16.99564*** | 14.79339*** | 17.02908*** |
Number of observations (days) | 914 | 914 | 914 | 914 | 914 | 914 | 914 | 914 |
R 2 | 0.1199 | 0.1259 | 0.5316 | 0.5485 | 0.3664 | 0.5229 | 0.7018 | 0.7444 |