Yearly overview of panel datasets' construction
| Year | N. of treated FinTechs | N. of control FinTechs | Total n. of FinTechs | Cumulative n. of FinTechs |
|---|---|---|---|---|
| Equity agreements | ||||
| 2009 | 1 | 2 | 3 | 3 |
| 2013 | 1 | 2 | 3 | 6 |
| 2014 | 1 | 2 | 3 | 9 |
| 2015 | 2 | 4 | 6 | 15 |
| 2016 | 3 | 6 | 9 | 24 |
| 2017 | 4 | 8 | 12 | 36 |
| 2018 | 4 | 8 | 12 | 48 |
| 2019 | 6 | 12 | 18 | 66 |
| 2020 | 5 | 10 | 15 | 81 (*) |
| Contractual agreements | ||||
| 2013 | 1 | 2 | 3 | 3 |
| 2015 | 3 | 6 | 9 | 12 |
| 2016 | 4 | 8 | 12 | 24 |
| 2017 | 2 | 4 | 6 | 30 |
| 2018 | 7 | 14 | 21 | 51 |
| 2019 | 9 | 18 | 27 | 78 |
| 2020 | 6 | 12 | 18 | 96 |
| 2021 | 4 | 8 | 12 | 108 (**) |
| Year | N. of treated FinTechs | N. of control FinTechs | Total | Cumulative |
|---|---|---|---|---|
| 2009 | 1 | 2 | 3 | 3 |
| 2013 | 1 | 2 | 3 | 6 |
| 2014 | 1 | 2 | 3 | 9 |
| 2015 | 2 | 4 | 6 | 15 |
| 2016 | 3 | 6 | 9 | 24 |
| 2017 | 4 | 8 | 12 | 36 |
| 2018 | 4 | 8 | 12 | 48 |
| 2019 | 6 | 12 | 18 | 66 |
| 2020 | 5 | 10 | 15 | 81 (*) |
| 2013 | 1 | 2 | 3 | 3 |
| 2015 | 3 | 6 | 9 | 12 |
| 2016 | 4 | 8 | 12 | 24 |
| 2017 | 2 | 4 | 6 | 30 |
| 2018 | 7 | 14 | 21 | 51 |
| 2019 | 9 | 18 | 27 | 78 |
| 2020 | 6 | 12 | 18 | 96 |
| 2021 | 4 | 8 | 12 | 108 (**) |
Note(s): PSM is performed every year in which an equity or contractual agreement is established. For each year, treated FinTech are matched with two control units, which are excluded from the PSM of the following year. Matching variables are ROA, revenues, efficiency, leverage, intangibles, size, age, customer segment and product offered to the market
(*) Final number of FinTechs in the panel dataset focused on equity agreement, with a total of 442 records
(**) Final number of FinTechs in the panel dataset focused on contractual agreement, with a total of 560 records
Source(s): Table was created by the authors
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