# *Task-based Assessment to Evaluate Instagram Users’ Skills for Personal Information Leakage Prevention* # 1. Abstract # 2. Introduction # 3. Related works ## 3.1 Discrepancy between privacy attitudes and behavior ## 3.2 Nudge(By studying on practical skills, our research helps nudges work better on turning users' attitude into actions). # 5. Method ## 5.1 Participant ## 5.2 Procedure ## 5.3 Material ### 5.3.1 Task-based Assessment ### 5.3.2 Instagram Function Familarity ### 5.3.3 IUIPC ## 5.4 Scoring method ### TBA #### Set the standard answers for 50 material photos #### Score each participant's TBA performance ### IFF ### IUIPC # 6. Result ## 6.1 Current situation of people's practical skills on privacy-protection ### Calculate each participant's accuracy corresponding with each privacy risk attribute ### What we found from analysis ## 6.2 Instagram Function Familiarity and Practical skills ### Set standard answers for 5 Instagram Function Familiarity indicators ### Score each participant's Instagram familarity performance ### Calculate the accuracy rate of Instagram Function section ### Calculate the Pearson correlation coefficient between Familiarity and practical skills ### What we found from analysis ## 6.3 Privacy consciousness and practical skills ### Score each participant's IUIPC performance ### Calculate the consciousness level of participants' performance ### Calculate the Pearson correlation coefficient between consciousness and practical skills ### What we found from analysis # 7. Discussion ## 7.1 Interpretation of results ## 7.2 Limitations of our study(ask participants to evalute each phot in TBA in a objective way but not personal perception\ make the definition of Activity History more clear to participants) ## 7.3 Future related work ### The age group under 20 years old needs more research ### What caused the differences among individuals’ privacy skills. ### How to improve people’s practical skills on privacy protection # 8. Conclusion ## Overall situation of people's practical skills. ## Correlations (IFF and TBA, IUIPC and TBA) # 10. Reference