Measurement model statistics for reflective constructs
| Constructs/Items | VIF | Item loadings | CR | AVE |
|---|---|---|---|---|
| Negative electronic word of mouth1 | ||||
| NE1-Many people are talking bad about the new WhatsApp privacy policy online | 2.06 | 0.81 | 0.90 | 0.65 |
| NE2-On social media. there is unrest among WhatsApp users due to changes in their privacy policy | 1.80 | 0.78 | ||
| NE3-People are giving negative remarks online regarding WhatsApp new privacy policy | 2.13 | 0.83 | ||
| NE4-People online are critical of WhatsApp's new privacy policy | 1.92 | 0.81 | ||
| NE5-People are recommending others online not to use WhatsApp due to change in the privacy policy | 1.88 | 0.80 | ||
| Privacy invasion | ||||
| PI1-I feel uncomfortable that my use of WhatsApp can be easily monitored | 1.49 | 0.82 | 0.85 | 0.66 |
| PI2-I feel my privacy can be compromised because of sharing my WhatsApp data with Facebook | 1.40 | 0.76 | ||
| PI3-I feel that my communication and other personal information from WhatsApp can be misused by Facebook | 1.61 | 0.84 | ||
| Word of mouth/social norms | ||||
| SN1-My friends and/or relatives warn me not to use WhatsApp due to the change in their terms and privacy policy | 1.89 | 0.86 | 0.90 | 0.75 |
| SN2-My friends and/or relatives complain about the privacy implications of using WhatsApp | 1.94 | 0.86 | ||
| SN3-My friends and/or relatives are talking negatively about the new WhatsApp policy | 1.94 | 0.87 | ||
| Distrust | ||||
| DT1-I am not sure if WhatsApp would act in my best interest after a change in the privacy policy | 1.61 | 0.78 | 0.88 | 0.65 |
| DT2-I suspect that WhatsApp is just interested in its own benefit and not in my well-being | 1.73 | 0.80 | ||
| DT3-I am worried about whether WhatsApp would be truthful in dealing with my data after the implementation of the new policy | 1.80 | 0.82 | ||
| DT4-It is uncertain whether WhatsApp/Facebook would keep its commitment of safeguarding my privacy | 1.83 | 0.82 | ||
| Structural assurance2 | ||||
| SA1-WhatsApp provides enough safeguard to make me feel comfortable using it | 1.90 | 0.86 | 0.88 | 0.59 |
| SA2-WhatsApp provide a robust and safe environment for communication | 1.54 | 0.67 | ||
| SA3-I am sure that legal and technological structures adequately protect me | 1.57 | 0.73 | ||
| SA4-WhatsApp's end-to-end encryption will ensure my data privacy after the new policy implemented | 1.74 | 0.75 | ||
| SA5-WhatsApp will make sure that my personal data is safe even after the new policy implemented | 1.83 | 0.80 | ||
| Use habit | ||||
| UH1-Using WhatsApp has become automatic to me | 1.37 | 0.80 | 0.80 | 0.57 |
| UH2-Using WhatsApp is natural to me | 1.19 | 0.73 | ||
| UH3-When I need to interact with others and express emotions, experiences, or thoughts, using WhatsApp is an obvious choice for me | 1.24 | 0.73 | ||
| Switching cost | ||||
| SC1-There is a lot for me to lose if I switch from WhatsApp to another messaging application | 1.52 | 0.83 | 0.84 | 0.64 |
| SC2-It will take me a lot of time and/or effort to switch to another messaging application | 1.33 | 0.78 | ||
| SC3-I will lose a lot of relationship capital if I shift to another application other than WhatsApp | 1.47 | 0.79 | ||
| Affective commitment | ||||
| AC1-I feel “emotionally attached” to WhatsApp | 1.83 | 0.85 | 0.89 | 0.72 |
| AC2-I feel a strong connection with WhatsApp | 1.67 | 0.84 | ||
| AC3-WhatsApp has a great deal of attraction for me | 1.77 | 0.85 | ||
| Discontinuance intention | ||||
| DI1-I will discontinue using WhatsApp | 2.27 | 0.89 | 0.92 | 0.80 |
| DI2-I would stop using WhatsApp | 2.48 | 0.90 | ||
| DI3-I plan to stop using WhatsApp | 2.54 | 0.90 | ||
| Constructs/Items | VIF | Item loadings | CR | AVE |
|---|---|---|---|---|
| NE1-Many people are talking bad about the new WhatsApp privacy policy online | 2.06 | 0.81 | 0.90 | 0.65 |
| NE2-On social media. there is unrest among WhatsApp users due to changes in their privacy policy | 1.80 | 0.78 | ||
| NE3-People are giving negative remarks online regarding WhatsApp new privacy policy | 2.13 | 0.83 | ||
| NE4-People online are critical of WhatsApp's new privacy policy | 1.92 | 0.81 | ||
| NE5-People are recommending others online not to use WhatsApp due to change in the privacy policy | 1.88 | 0.80 | ||
| PI1-I feel uncomfortable that my use of WhatsApp can be easily monitored | 1.49 | 0.82 | 0.85 | 0.66 |
| PI2-I feel my privacy can be compromised because of sharing my WhatsApp data with Facebook | 1.40 | 0.76 | ||
| PI3-I feel that my communication and other personal information from WhatsApp can be misused by Facebook | 1.61 | 0.84 | ||
| SN1-My friends and/or relatives warn me not to use WhatsApp due to the change in their terms and privacy policy | 1.89 | 0.86 | 0.90 | 0.75 |
| SN2-My friends and/or relatives complain about the privacy implications of using WhatsApp | 1.94 | 0.86 | ||
| SN3-My friends and/or relatives are talking negatively about the new WhatsApp policy | 1.94 | 0.87 | ||
| DT1-I am not sure if WhatsApp would act in my best interest after a change in the privacy policy | 1.61 | 0.78 | 0.88 | 0.65 |
| DT2-I suspect that WhatsApp is just interested in its own benefit and not in my well-being | 1.73 | 0.80 | ||
| DT3-I am worried about whether WhatsApp would be truthful in dealing with my data after the implementation of the new policy | 1.80 | 0.82 | ||
| DT4-It is uncertain whether WhatsApp/Facebook would keep its commitment of safeguarding my privacy | 1.83 | 0.82 | ||
| SA1-WhatsApp provides enough safeguard to make me feel comfortable using it | 1.90 | 0.86 | 0.88 | 0.59 |
| SA2-WhatsApp provide a robust and safe environment for communication | 1.54 | 0.67 | ||
| SA3-I am sure that legal and technological structures adequately protect me | 1.57 | 0.73 | ||
| SA4-WhatsApp's end-to-end encryption will ensure my data privacy after the new policy implemented | 1.74 | 0.75 | ||
| SA5-WhatsApp will make sure that my personal data is safe even after the new policy implemented | 1.83 | 0.80 | ||
| UH1-Using WhatsApp has become automatic to me | 1.37 | 0.80 | 0.80 | 0.57 |
| UH2-Using WhatsApp is natural to me | 1.19 | 0.73 | ||
| UH3-When I need to interact with others and express emotions, experiences, or thoughts, using WhatsApp is an obvious choice for me | 1.24 | 0.73 | ||
| SC1-There is a lot for me to lose if I switch from WhatsApp to another messaging application | 1.52 | 0.83 | 0.84 | 0.64 |
| SC2-It will take me a lot of time and/or effort to switch to another messaging application | 1.33 | 0.78 | ||
| SC3-I will lose a lot of relationship capital if I shift to another application other than WhatsApp | 1.47 | 0.79 | ||
| AC1-I feel “emotionally attached” to WhatsApp | 1.83 | 0.85 | 0.89 | 0.72 |
| AC2-I feel a strong connection with WhatsApp | 1.67 | 0.84 | ||
| AC3-WhatsApp has a great deal of attraction for me | 1.77 | 0.85 | ||
| DI1-I will discontinue using WhatsApp | 2.27 | 0.89 | 0.92 | 0.80 |
| DI2-I would stop using WhatsApp | 2.48 | 0.90 | ||
| DI3-I plan to stop using WhatsApp | 2.54 | 0.90 | ||
Note(s): 1 Items NE1, NE3 and NE5 were adapted from Prasad et al. (2017) while NE2 and NE4 were self-generated
2 Items SA1 to SA3 were adapted from Chai et al. (2011) and items SA4 and SA5 were self-generated
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