Moderating Effect of Gender on the Relationship between TikTok Usage and Positive Emotion among TikTok Users in China

Akin, A., & Iskender, M. (2011). Internet addiction and depression, anxiety and stress. International online journal of educational sciences, 3(1), 138-148.
Alqahtani, A. S. (2019). Examining the relationship between academic leaders' communication skills and their social media usage. International Journal of Learning, Teaching and Educational Research, 18(6), 55-67. doi:10.26803/ijlter.18.6.4
Andreassen, C. S., & Pallesen, S. (2014). Social network site addiction - An overview. Current Pharmaceutical Design, 20(25), 4053-4061. doi:10.2174/13816128113199990616
Bagozzi, R. P., & Yi, Y. (1988). On the evaluation of structural equation models. Journal of the academy of marketing science, 16(1), 74-94.
Beas, M. I., & Salanova, M. (2006). Self-efficacy beliefs, computer training and psychological well-being among information and communication technology workers. Computers in human behavior, 22, 1043-1058. doi:10.1016/j.chb.2004.03.027
Benson, V., Saridakis, G., & Tennakoon, H. (2015). Purpose of social networking use and victimisation: Are there any differences between university students and those not in HE? Computers in human behavior, 51, 867-872. doi:10.1016/j.chb.2014.11.034
Boyd, D. M., & Ellison, N. B. (2007). Social network sites: Definition, history, and scholarship. Journal of computer?mediated Communication, 13(1), 210-230.
Caton, S., & Chapman, M. (2016). The use of social media and people with intellectual disability: A systematic review and thematic analysis. Journal of Intellectual and Developmental Disability, 41(2), 125-139. doi:10.3109/13668250.2016.1153052
China Economic Net. (2019). TikTok's daily active users in China have exceeded 250 million. China Economic Net. Retrieved from https://baijiahao.baidu.com/s?id=1622804140145348292&wfr=spider&for=pc
China Internet Network Information Center. (2019). The 43rd China Statistical Report on Internet Development. Retrieved from http://www.cnnic.cn/hlwfzyj/hlwxzbg/hlwtjbg/201902/P020190318523029756345.pdf
Cohen, J. (1988). Statistical power analysis for the behavioral sciences (2nd ed.). Hillsdale, N.J, USA: Erlbaum Associates.
Colazo, J. (2015). The evolution of network structure and media choice in operational emergency swift teams: An exploratory study. Paper presented at the Proceedings of the Annual Hawaii International Conference on System Sciences, Hawaii, United States. Retrieved from https://www.scopus.com/inward/record.uri?eid=2-s2.0-84944215624&doi=10.1109%2fHICSS.2015.52&partnerID=40&md5=fed9424ce5c09ed27342592c3069ab15
Cox, J. (2018). TikTok, the App Super Popular With Kids, Has a Nudes Problem. Retrieved from https://www.vice.com/en_us/article/j5zbmx/tiktok-the-app-super-popular-with-kids-has-a-nudes-problem
Cyrek, M. (2017). Modernization of employment structures enhancing socioeconomic cohesion in the European Union countries. Journal of International Studies, 10(3), 189-205. doi:10.14254/2071-8330.2017/10-3/14
Davis, F. D. (1989). Perceived usefulness, perceived ease of use, and user acceptance of information technology. MIS quarterly, 13(3), 319-340.
Deng, Y., Chang, L., Yang, M., Huo, M., & Zhou, R. (2016). Gender differences in emotional response: Inconsistency between experience and expressivity. PloS one, 11(6), e0158666. doi:10.1371/journal.pone.0158666
Dunlop, S., Freeman, B., & Jones, S. C. (2016). Marketing to youth in the digital age: The promotion of unhealthy products and health promoting behaviours on social media. Media Communication, 4(3), 35-49.
Ellison, N. B., Steinfield, C., & Lampe, C. (2011). Communication Practices Connection Strategies: Social Capital Implications of Facebook-enabled. New media society, 13(6), 873-892.
Faul, F., Erdfelder, E., Buchner, A., & Lang, A.-G. (2009). Statistical power analyses using G* Power 3.1: Tests for correlation and regression analyses. Behavior research methods, 41(4), 1149-1160.
Faul, F., Erdfelder, E., Lang, A.-G., & Buchner, A. (2007). G* Power 3: A flexible statistical power analysis program for the social, behavioral, and biomedical sciences. Behavior research methods, 39(2), 175-191.
Feng, Y. L., Chen, C. C., & Wu, S. M. (2019). Evaluation of Charm Factors of Short Video User Experience using FAHP-A Case Study of Tik Tok APP. Paper presented at the 3rd International Conference on Traffic Engineering and Transportation System, Jiaozuo, China. Retrieved from https://www.scopus.com/inward/record.uri?eid=2-s2.0-85078033655&doi=10.1088%2f1757-899X%2f688%2f5%2f055068&partnerID=40&md5=8d08dd38856a23c93a547826c89d27a8
Ferguson, C. J. (2015). Clinicians’ attitudes toward video games vary as a function of age, gender and negative beliefs about youth: A sociology of media research approach. Computers in human behavior, 52, 379-386. doi:https://doi.org/10.1016/j.chb.2015.06.016
Fornell, C., & Larcker, D. F. (1981). Evaluating structural equation models with unobservable variables and measurement error. Journal of Marketing Research, 18(1), 39-50.
Fry, J., & Binner, J. M. (2016). Elementary modelling and behavioural analysis for emergency evacuations using social media. European Journal of Operational Research, 249(3), 1014-1023. doi:10.1016/j.ejor.2015.05.049
Gabarron, E., Serrano, J. A., Wynn, R., & Armayones, M. (2012). Avatars using computer/smartphone mediated communication and social networking in prevention of sexually transmitted diseases among North-Norwegian youngsters. BMC Medical Informatics and Decision Making, 12(1). doi:10.1186/1472-6947-12-120
Galvez-Rodriguez, M. D. M., Haro-de-Rosario, A., & Caba-Perez, C. (2018). Improving citizens’ online engagement via community managers: an explanatory study. Information Communication and Society, 21(10), 1402-1418. doi:10.1080/1369118X.2017.1315442
Gefen, D., Straub, D., & Boudreau, M.-C. (2000). Structural equation modeling and regression: Guidelines for research practice. Communications of the association for information systems, 4(1), 1-77. doi:10.17705/1CAIS.00407
Grace, D., Ross, M., & Shao, W. (2015). Examining the relationship between social media characteristics and psychological dispositions. European Journal of Marketing, 49(9-10), 1366-1390. doi:10.1108/EJM-06-2014-0347
Griffiths, M. D. (2012). Facebook addiction: Concerns, criticism, and Recommendations-a RESPONSE to Andreassen and colleagues. Psychological Reports, 110(2), 518-520. doi:10.2466/01.07.18.PR0.110.2.518-520
Groves, R. M., Fowler, J. F. J., Couper, M. P., Lepkowski, J. M., Singer, E., & Tourangeau, R. (2011). Survey methodology. Hoboken, New Jersey: John Wiley & Sons.
Hair, J. F., Black, W. C., Babin, B. J., & Anderson, R. E. (2018). Multivariate Data Analysis (8th ed.). Andover, United Kingdom: Cengage Learning.
Hair, J. F., Hult, G. T. M., Ringle, C., & Sarstedt, M. (2014). A Primer on Partial Least Squares Structural Equation Modeling (PLS-SEM). Los Angeles, USA: SAGE.
Hair, J. F., Risher, J. J., Sarstedt, M., & Ringle, C. M. (2019). When to use and how to report the results of PLS-SEM. European Business Review, 31(1), 2-24.
Hair, J. J. F., Hult, G. T. M., Ringle, C., & Sarstedt, M. (2017). A primer on partial least squares structural equation modeling (PLS-SEM) (2nd ed.). Thousand Oaks, CA: Sage publications.
Hamzah, N. H., & Sabri, A. Z. S. A. (2018). Enhancing effective leadership: The role of social media among youth leaders in Malaysia. Journal of Engineering and Applied Sciences, 13, 5313-5316. doi:10.3923/jeasci.2018.5313.5316
Han, Z., Sun, I. Y., & Hu, R. (2017). Social trust, neighborhood cohesion, and public trust in the police in China. Policing, 40(2), 380-394. doi:10.1108/PIJPSM-06-2016-0096
Hong, F. Y., & Chiu, S. L. (2016). Factors Influencing Facebook Usage and Facebook Addictive Tendency in University Students: The Role of Online Psychological Privacy and Facebook Usage Motivation. Stress and Health, 32(2), 117-127. doi:10.1002/smi.2585
Hong, F. Y., Huang, D. H., Lin, H. Y., & Chiu, S. L. (2014). Analysis of the psychological traits, Facebook usage, and Facebook addiction model of Taiwanese university students. Telematics and Informatics, 31(4), 597-606. doi:10.1016/j.tele.2014.01.001
Hormes, J. M., Kearns, B., & Timko, C. A. (2014). Craving Facebook? Behavioral addiction to online social networking and its association with emotion regulation deficits. Addiction, 109(12), 2079-2088. doi:10.1111/add.12713
Ijs, M., Levijoki, J., & Kuikka, V. (2018). Scalable algorithm for computing influence spreading probabilities in social networks. Paper presented at the Proceedings of the 5th European Conference on Social Media, ECSM 2018, Ireland. Retrieved from https://www.scopus.com/inward/record.uri?eid=2-s2.0-85064671754&partnerID=40&md5=72c110d43f1c1d46d42bbea59f3855e0
Jimenez, Y., & Morreale, P. (2015). Social media use and impact on interpersonal communication. In C. Stephanidis (Ed.), Communications in Computer and Information Science (pp. 91-96). Switzerland: Springer International Publishing Switzerland.
Kamarudin, S., & Omar, S. Z. (2017). Environmental Factors and the Acceptance of Youth towards MyEG Application: A Quantitative Empirical Investigation. International Journal of Academic Research in Business Social Sciences, 7(10), 9-25. doi:10.6007/IJARBSS/v7-i10/3355
KANTAR. (2018). 2018 KANTAR China Social Media Impact Report. Retrieved from KANTAR CHINA INSIGHTS: https://cn.kantar.com/
Kern, M. L., Waters, L. E., Adler, A., & White, M. A. (2015). A multidimensional approach to measuring well-being in students: Application of the PERMA framework. The Journal of Positive Psychology, 10(3), 262-271. doi:10.1080/17439760.2014.936962
Keyton, J. (2010). Communication research: Asking questions, finding answers (3rd ed.). New York, USA: McGraw-Hill.
Kline, R. B. (2015). Principles and Practice of Structural Equation Modeling (4th ed.). New York, USA: Guilford Publications.
Knuth, D., Szymczak, H., Kuecuekbalaban, P., & Schmidt, S. (2016). Social media in emergencies how useful can they be. Paper presented at the 2016 3rd International Conference on Information and Communication Technologies for Disaster Management, Vienna, Austria. Retrieved from https://www.scopus.com/inward/record.uri?eid=2-s2.0-85016020812&doi=10.1109%2fICT-DM.2016.7857226&partnerID=40&md5=20d7af751794b008f8d04f5797863a3b
Koc, M., & Gulyagci, S. (2013). Facebook addiction among Turkish college students: The role of psychological health, demographic, and usage characteristics. CyberPsychology, behavior, and social networking, 16(4), 279-284. doi:10.1089/cyber.2012.0249
Kranzler, E. C., & Bleakley, A. (2019). Youth social media use and health outcomes:# diggingdeeper. Journal of adolescent health, 64(2), 141-142.
Kuss, D. J., & Griffiths, M. D. (2017). Social networking sites and addiction: Ten lessons learned. International Journal of Environmental Research and Public Health, 14(3). doi:10.3390/ijerph14030311
Love, S. M., Sanders, M. R., Turner, K. M. T., Maurange, M., Knott, T., Prinz, R., Metzler, C., Ainsworth, A. T. (2016). Social media and gamification: Engaging vulnerable parents in an online evidence-based parenting program. Child Abuse and Neglect, 53, 95-107. doi:10.1016/j.chiabu.2015.10.031
Mansour, E. A. H. (2015). The use of Social Networking Sites (SNSs) by the faculty members of the School of Library & Information Science, PAAET, Kuwait. Electronic Library, 33(3), 524-546. doi:10.1108/EL-06-2013-0110
Marlowe, J. M., Bartley, A., & Collins, F. (2017). Digital belongings: The intersections of social cohesion, connectivity and digital media. Ethnicities, 17(1), 85-102. doi:10.1177/1468796816654174
Memon, M., Ting, H., Hwa, C., Ramayah, T., Chuah, F., & Cham, T. H. (2020). Sample Size for Survey Research: Review and Recommendations. Journal of Applied Structural Equation Modeling (JASEM), 4(2), i-xx. doi:10.47263/JASEM.4(2)01
Norusis, M. J. (2008). SPSS Statistics 17.0: Statistical Procedures Companion. Upper Saddle River, New Jersey, United States: Prentice Hall.
Nunnally, J. C. (1978). Psychometric Theory (2nd ed.). New York, USA: McGraw-Hill.
Oltulu, P., Findik, S., & Ozer, ?. (2018). The usage of social media tools in dermatology and dermatopathology: A new generation vocational communication and education method. Turk Dermatoloji Dergisi, 12(2), 80-84. doi:10.4274/tdd.3279
Omar, B., & Dequan, W. (2020). Watch, Share or Create: The Influence of Personality Traits and User Motivation on TikTok Mobile Video Usage. International Journal Of Interactive Mobile Technologies (IJIM), 14(04), 121-137. doi:http://dx.doi.org/10.3991/ijim.v14i04.12429
Patel, A., Taghavi, M., Junior, J. C., Latih, R., & Zin, A. M. (2012). Safety measures for social computing in Wiki learning environment. International Journal of Information Security and Privacy, 6(2), 1-15. doi:10.4018/jisp.2012040101
Patton, D. U., Hong, J. S., Ranney, M., Patel, S., Kelley, C., Eschmann, R., & Washington, T. (2014). Social media as a vector for youth violence: A review of the literature. Computers in human behavior, 35, 548-553. doi:https://doi.org/10.1016/j.chb.2014.02.043
Perez, S. (2019). It’s time to pay serious attention to TikTok. Retrieved from https://techcrunch.com/2019/01/29/its-time-to-pay-serious-attention-to-tiktok/
Phillips, O. (2018). The App That Exposes Teens to Catcalls and Harassment. Retrieved from https://onezero.medium.com/the-app-that-exposes-teens-to-catcalls-and-harassment-tiktok-musically-d98be52c6ff1
Povilaitis, V. (2019). Smartphone-free summer camp: adolescent perspectives of a leisure context for social and emotional learning. World Leisure Journal, 61(4), 276-290. doi:10.1080/16078055.2019.1661104
Rahman, N. S. N. A. (2018). Statistical Tests for Your Quantitative Research Project. Kuala Lumpur, Malaysia: IIUM Press.
Rajeyyagari, S., & Alotaibi, A. S. (2018). A study on cyber-crimes, threats, security and its emerging trends on latest technologies: Influence on the Kingdom of Saudi Arabia. International Journal of Engineering and Technology(UAE), 7(2), 54-58. doi:10.14419/ijet.v7i2.3.9969
Ringle, C. M., Sarstedt, M., Mitchell, R., & Gudergan, S. P. (2018). Partial least squares structural equation modeling in HRM research. The International Journal of Human Resource Management, 31(12), 1617-1643.
Ryan, T., Chester, A., Reece, J., & Xenos, S. (2014). The uses and abuses of facebook: A review of facebook addiction. Journal of Behavioral Addictions, 3(3), 133-148. doi:10.1556/JBA.3.2014.016
Samsuddin, S. F., Omar, S. Z., & Shaffril, H. A. M. (2018). Youth development in rural library: ICT gratification as mediating effect. Malaysian Journal of Library Information Science, 23(2), 111-134. doi:10.22452/mjlis.vol23no2.7
Saridakis, G., Benson, V., Ezingeard, J. N., & Tennakoon, H. (2016). Individual information security, user behaviour and cyber victimisation: An empirical study of social networking users. Technological Forecasting and Social Change, 102, 320-330. doi:10.1016/j.techfore.2015.08.012
Schweder, S., & Raufelder, D. (2019). Positive emotions, learning behavior and teacher support in self-directed learning during adolescence: Do age and gender matter? Journal of adolescence, 73, 73-84. doi:10.1016/j.adolescence.2019.04.004
Sensor Tower Blog. (2020). TikTok Crosses 2 Billion Downloads After Best Quarter For Any App Ever. Retrieved from https://sensortower.com/blog/tiktok-downloads-2-billion
Suma, G. S., Dija, S., & Pillai, A. T. (2018). Forensic Analysis of Google Chrome Cache Files. Paper presented at the 2017 IEEE International Conference on Computational Intelligence and Computing Research, Tamil Nadu, India. Retrieved from https://www.scopus.com/inward/record.uri?eid=2-s2.0-85057955468&doi=10.1109%2fICCIC.2017.8524272&partnerID=40&md5=b5b2bc0b24d6d76023d62160e00c3388
Taylor, D. G., & Strutton, D. (2016). Does Facebook usage lead to conspicuous consumption?: The role of envy, narcissism and self-promotion. Journal of Research in Interactive Marketing, 10(3), 231-248. doi:10.1108/JRIM-01-2015-0009
Tripathi, V. (2017). Youth Violence and Social Media. Journal of Social Sciences, 52(1), 1-7. doi:10.1080/09718923.2017.1352614
Tsai, C.-C., Lin, S. S., & Tsai, M.-J. (2001). Developing an Internet attitude scale for high school students. Computers Education, 37(1), 41-51.
Uttley, J. (2019). Power analysis, sample size, and assessment of statistical assumptions—Improving the evidential value of lighting research. Leukos, 15(2-3), 143-162.
Valenzuela, S., Park, N., & Kee, K. F. (2009). Is there social capital in a social network site?: Facebook use and college students' life satisfaction, trust, and participation. Journal of Computer-Mediated Communication, 14(4), 875-901.
Vladlena, B., Saridakis, G., Tennakoon, H., & Ezingeard, J. N. (2015). The role of security notices and online consumer behaviour: An empirical study of social networking users. International Journal of Human Computer Studies, 80, 36-44. doi:10.1016/j.ijhcs.2015.03.004
Waltinger, M. (2018). Media and cultural education -a means to social cohesion in a multicultural (media)world. In L. R. Sieweke (Ed.), Learning Scenarios for Social and Cultural Change (pp. 171-183). Bern, Switzerland: Peter Lang.
Wang, J.-L., Gaskin, J., Rost, D. H., & Gentile, D. A. (2018). The reciprocal relationship between passive social networking site (SNS) usage and users’ subjective well-being. Social Science Computer Review, 36(5), 511-522.
Wang, Y. (2020). Influence of camera view on TikTok users’ presence, immersion, and adoption intent. Computers in human behavior, 110, 106373. doi:10.1016/j.chb.2020.106373
Wang, Y. H., Gu, T. J., & Wang, S. Y. (2019). Causes and Characteristics of Short Video Platform Internet Community Taking the TikTok Short Video Application as an Example. Paper presented at the 2019 IEEE International Conference on Consumer Electronics, Taiwan, China.
Weimann, G., & Masri, N. (2020). Research Note: Spreading Hate on TikTok. Studies in Conflict Terrorism, 1-14.
Xu, J., & Wu, Y. (2020). Countering Reactance in Crisis Communication: Incorporating Positive Emotions via Social Media. International Journal of Business Communication, 57(3), 352-369. doi:10.1177/2329488417702475
Yang, C. C. (2016). Instagram Use, Loneliness, and Social Comparison Orientation: Interact and Browse on Social Media, but Don't Compare. CyberPsychology, behavior, and social networking, 19(12), 703-708. doi:10.1089/cyber.2016.0201
Yang, Y., & Zilberg, I. E. (2020). Understanding Young Adults' TikTok Usage. (Undergraduate), University of California, San Diego, La Jolla, United States. Retrieved from https://communication.ucsd.edu/_files/undergrad/yang-yuxin-understanding-young-adults-tiktok-usage.pdf
Yu, S. C., Sheldon, K. M., Lan, W. P., & Chen, J. H. (2020). Using social network sites to boost savoring: Positive effects on positive emotions. International Journal of Environmental Research and Public Health, 17(17), 1-11. doi:10.3390/ijerph17176407
Zainudin, S. S. B. S. (2013). Relationship between Facebook Usage and Attitude with Facebook Addiction among Malaysian Female University Students. (Doctoral dissertation), University Putra Malaysia, Malaysia. Retrieved from http://ethesis.upm.edu.my/view/divisions/LANG/2001.html
Zhu, C., Xu, X., Zhang, W., Chen, J., & Evans, R. (2020). How health communication via tik tok makes a difference: A content analysis of tik tok accounts run by Chinese provincial health committees. International Journal of Environmental Research and Public Health, 17(1), 192. doi:10.3390/ijerph17010192

In-Text Citation: (Omar, Tang, Bolong, & Zawawi, 2020)
To Cite this Article: Omar, S. Z., Tang, L., Bolong, J., & Zawawi, J. W. M. (2020). Moderating Effect of Gender on the Relationship between TikTok Usage and Positive Emotion among TikTok Users in China. International Journal of Academic Research in Business and Social Sciences. 10(11), 51-66.

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