Exploratory principal component factor analysis result
| Rotated component matrixa | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| Questions substantiating variables | Items | Component | ||||||||
| 1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | |||
| Attitude | Using cryptocurrencies will increase my opportunities to achieve important goals for me | AT1 | 0.677 | |||||||
| Using cryptocurrencies will help me achieve my goals more quickly | AT3 | 0.623 | ||||||||
| Using cryptocurrencies will increase my standard of living | AT5 | 0.607 | ||||||||
| Social norm | The people who are important to me will think that I should use cryptocurrencies | SN2 | 0.709 | |||||||
| The people who influence me will think that I should use cryptocurrencies | SN1 | 0.702 | ||||||||
| People whose opinions I value would like me to use cryptocurrencies | SN3 | 0.692 | ||||||||
| Perceived behavioral control | I have the necessary resources to use cryptocurrencies | PBC5 | 0.801 | |||||||
| I have the necessary knowledge to use cryptocurrencies | PBC3 | 0.755 | ||||||||
| Cryptocurrencies are compatible with other technologies that I use | PBC1 | 0.705 | ||||||||
| I can get help if I have difficulty using cryptocurrencies | PBC4 | 0.679 | ||||||||
| Illegal attitude | I can use cryptocurrencies for not legal activities | IA1 | 0.653 | |||||||
| Using cryptocurrencies will help me in masking my identity in transactions | IA2 | 0.621 | ||||||||
| Using cryptocurrencies will help me in hiding money than using other traditional channels | IA3 | 0.595 | ||||||||
| Herding behavior | Other users’ decisions of using cryptocurrencies have impact on my using decisions | HB1 | 0.722 | |||||||
| Other users’ decisions of the cryptocurrency volume have impact on my intention to use | HB3 | 0.685 | ||||||||
| Other users’ decisions of using cryptocurrencies have impact on my intention to use decisions | HB2 | 0.654 | ||||||||
| Perceived risk | Using cryptocurrencies is risky | PR3 | 0.910 | |||||||
| There is too much uncertainty associated with the use of cryptocurrencies | PR1 | 0.900 | ||||||||
| Compared with other currencies, cryptocurrencies are riskier due to their high volatility | PR2 | 0.855 | ||||||||
| Financial literacy | I have a good level of financial knowledge | FL1 | 0.754 | |||||||
| I have a high capacity to deal with financial matters | FL2 | 0.654 | ||||||||
| Intention to use cryptocurrencies for electronic commerce | I intend to use cryptocurrencies for electronic commerce | INT1 | 0.901 | |||||||
| I predict that I will use cryptocurrencies for electronic commerce | INT2 | 0.923 | ||||||||
| I will use cryptocurrencies for electronic commerce on a regular basis | INT3 | 0.892 | ||||||||
| I believe using cryptocurrencies to timely fulfill my obligations | INT4 | 0.845 | ||||||||
| I intend to use cryptocurrencies as an alternative mean of doing electronic commerce | INT5 | 0.822 | ||||||||
| Rotated component matrixa | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| Questions substantiating variables | Items | Component | ||||||||
| 1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | |||
| Attitude | Using cryptocurrencies will increase my opportunities to achieve important goals for me | AT1 | 0.677 | |||||||
| Using cryptocurrencies will help me achieve my goals more quickly | AT3 | 0.623 | ||||||||
| Using cryptocurrencies will increase my standard of living | AT5 | 0.607 | ||||||||
| Social norm | The people who are important to me will think that I should use cryptocurrencies | SN2 | 0.709 | |||||||
| The people who influence me will think that I should use cryptocurrencies | SN1 | 0.702 | ||||||||
| People whose opinions I value would like me to use cryptocurrencies | SN3 | 0.692 | ||||||||
| Perceived behavioral control | I have the necessary resources to use cryptocurrencies | PBC5 | 0.801 | |||||||
| I have the necessary knowledge to use cryptocurrencies | PBC3 | 0.755 | ||||||||
| Cryptocurrencies are compatible with other technologies that I use | PBC1 | 0.705 | ||||||||
| I can get help if I have difficulty using cryptocurrencies | PBC4 | 0.679 | ||||||||
| Illegal attitude | I can use cryptocurrencies for not legal activities | IA1 | 0.653 | |||||||
| Using cryptocurrencies will help me in masking my identity in transactions | IA2 | 0.621 | ||||||||
| Using cryptocurrencies will help me in hiding money than using other traditional channels | IA3 | 0.595 | ||||||||
| Herding behavior | Other users’ decisions of using cryptocurrencies have impact on my using decisions | HB1 | 0.722 | |||||||
| Other users’ decisions of the cryptocurrency volume have impact on my intention to use | HB3 | 0.685 | ||||||||
| Other users’ decisions of using cryptocurrencies have impact on my intention to use decisions | HB2 | 0.654 | ||||||||
| Perceived risk | Using cryptocurrencies is risky | PR3 | 0.910 | |||||||
| There is too much uncertainty associated with the use of cryptocurrencies | PR1 | 0.900 | ||||||||
| Compared with other currencies, cryptocurrencies are riskier due to their high volatility | PR2 | 0.855 | ||||||||
| Financial literacy | I have a good level of financial knowledge | FL1 | 0.754 | |||||||
| I have a high capacity to deal with financial matters | FL2 | 0.654 | ||||||||
| Intention to use cryptocurrencies for electronic commerce | I intend to use cryptocurrencies for electronic commerce | INT1 | 0.901 | |||||||
| I predict that I will use cryptocurrencies for electronic commerce | INT2 | 0.923 | ||||||||
| I will use cryptocurrencies for electronic commerce on a regular basis | INT3 | 0.892 | ||||||||
| I believe using cryptocurrencies to timely fulfill my obligations | INT4 | 0.845 | ||||||||
| I intend to use cryptocurrencies as an alternative mean of doing electronic commerce | INT5 | 0.822 | ||||||||
Notes:
Extraction method = principal component analysis; rotation method = Varimax with Kaiser normalization. Explained variation % = 70.9%; a = rotation converged in six iterations.
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