References
- Abendroth, A.; Parry, D.A.; le Roux, D.B.; Gundlach, J., editors. An analysis of problematic media use and technology use addiction scales–what are they actually assessing? Conference on e-Business, e-Services and e-Society: Springer, 2020, 211–222.
- Alhabash, S.; Ma, M. A tale of four platforms: Motivations and uses of Facebook, Twitter, Instagram, and Snapchat among college students? Social Media+ Society, 3, 1 (2017), 1–13.
- Alhabash, S.; Park, H.; Kononova, A.; Chiang, Y.- h.; Wise, K. Exploring the motivations of Facebook use in Taiwan. Cyberpsychology, Behavior, and Social Networking, 15, 6 (2012), 304–311.
- American Psychiatric Association. Diagnostic and statistical manual of mental disorders. 5th ed. Arlington, VA, US: American Psychiatric Publishing, Inc.; 2013.
- Andreassen, C.S.; Torsheim, T.; Brunborg, G.S.; Pallesen, S. Development of a Facebook addiction scale. Psychological reports, 110, 2 (2012), 501–517.
- Andreassen, C.S.; Billieux, J.; Griffiths, M.D.; Kuss, D.J.; Demetrovics, Z.; Mazzoni, E.; Pallesen, S. The relationship between addictive use of social media and video games and symptoms of psychiatric disorders: A large-scale cross-sectional study. Psychology of Addictive Behaviors, 30, 2 (2016), 252–256.
- Baumeister, R.F.; Vohs, K.D.; Tice, D.M. The strength model of self-control. Current directions in psychological science, 16, 6 (2007), 351–355.
- Belk, R.W. Extended self in a digital world. Journal of Consumer Research, 40, 3 (2013), 477–500.
- Beranuy, M.; Oberst, U.; Carbonell, X.; Chamarro, A. Problematic Internet and mobile phone use and clinical symptoms in college students: The role of emotional intelligence. Computers in Human Behavior, 25, 5 (2009), 1182–1187.
- Billieux, J.; Schimmenti, A.; Khazaal, Y.; Maurage, P.; Heeren, A. Are we overpathologizing everyday life? A tenable blueprint for behavioral addiction research. Journal of behavioral addictions, 4, 3 (2015), 119–123.
- Błachnio, A.; Przepiorka, A.; Pantic, I. Association between Facebook addiction, self-esteem and life satisfaction: A cross-sectional study. Computers in Human Behavior, 55, (2016), 701–705.
- Brocas, I.; Carrillo, J.D.; Dewatripont, M. Commitment devices under self-control problems: An overview. The Psychology of economic decisions, 2, (2004), 49–67.
- Bryan, G.; Karlan, D.; Nelson, S. Commitment devices. Annual Review Economics, 2, 1 (2010), 671–698.
- Cai, Z.; Fan, X.; Du, J. Gender and attitudes toward technology use: A meta-analysis. Computers & Education, 105, (2017), 1–13.
- Carden, L.; Wood, W. Habit formation and change. Current opinion in behavioral sciences, 20, (2018), 117–122.
- Charlton, J.P. A factor‐analytic investigation of computer ‘addiction’and engagement. British journal of psychology, 93, 3 (2002), 329–344.
- Clark, D.; Weir, C. eMarketer Reduces US Time Spent Estimates for Facebook and Snapchat. (2019).
- Clement, J. Daily time spent on social networking by internet users worldwide from 2012 to 2018: Statista; 2019 [cited 2019]. Available from: https://www.statista.com/statistics/433871/daily-social-media-usage-worldwide/
- Clement, J. Average daily time spent on leading social networks by U.S. users 2021: Statista; 2019 [cited 2019]. Available from: https://www.statista.com/statistics/324290/us-users-daily-facebook-minutes/
- Clement, J. Daily social media usage worldwide - 2012-2019: Statista; 2020 [ updated Feb. 26, 2020; cited 2021]. Available from: https://www.statista.com/statistics/433871/daily-social-media-usage-worldwide/
- Clement, J. Time spent on mobile app categories in the U.S. 2019: Statista; 2020 [updated Sep 23, 2020; cited 2021]. Available from: https://www.statista.com/statistics/248343/distribution-of-time-spent-ios-and-android-apps-by-category/
- Clement, J. Device usage of Facebook users worldwide as of April 2020: Statista; 2020 [cited 2020 3/7/2020]. Available from: https://www.statista.com/statistics/377808/distribution-of-facebook-users-by-device/
- Clement, J. Average daily time spent on social networks by users in the United States from 2018 to 2022: Statista; 2020 [ updated May 5, 2020; cited 2021]. Available from: https://www.statista.com/statistics/1018324/us-users-daily-social-media-minutes/
- Correa, T. Digital skills and social media use: how Internet skills are related to different types of Facebook use among ‘digital natives’. Information, Communication & Society, 19, 8 (2016), 1095–1107.
- Curran, T.; Hill, A.P.; Appleton, P.R.; Vallerand, R.J.; Standage, M. The psychology of passion: A meta-analytical review of a decade of research on intrapersonal outcomes. Motivation and Emotion, 39, 5 (2015), 631–655.
- De Guinea, A.O.; Markus, M.L. Why Break the Habit of a Lifetime? Rethinking the Roles of Intention, Habit, and Emotion in Continuing Information Technology Use. MIS Quarterly, 33, 3 (2009), 433–444.
- Debatin, B.; Lovejoy, J.P.; Horn, A.-K.; Hughes, B.N. Facebook and online privacy: Attitudes, behaviors, and unintended consequences. Journal of computer-mediated communication, 15, 1 (2009), 83–108.
- Dennis, C.; Bourlakis, M.; Alamanos, E.; Papagiannidis, S.; Brakus, J.J. Value Co-Creation Through Multiple Shopping Channels: The Interconnections with Social Exclusion and Well-Being. International Journal of Electronic Commerce, 21, 4 (2017), 517–547.
- Diamantopoulos, A.; Siguaw, J.A. Formative versus reflective indicators in organizational measure development: A comparison and empirical illustration. British Journal of Management, 17, 4 (2006), 263–282.
- Doleck, T.; Bazelais, P.; Lemay, D.J. Examining the antecedents of Facebook acceptance via structural equation modeling: A case of CEGEP students. Knowledge Management & E-Learning: An International Journal (KM&EL), 9, 1 (2017), 69–89.
- Ellis, D.A. Are smartphones really that bad? Improving the psychological measurement of technology-related behaviors. Computers in Human Behavior, 97, (2019), 60–66.
- Ellis, D.A.; Davidson, B.I.; Shaw, H.; Geyer, K. Do smartphone usage scales predict behavior? International Journal of Human-Computer Studies, 130, (2019), 86–92.
- Fornell, C.; Larcker, D.F. Structural equation models with unobservable variables and measurement error: Algebra and statistics. Journal of Marketing Research, 18, 3 (1981), 382–388.
- Galla, B.M.; Duckworth, A.L. More than resisting temptation: Beneficial habits mediate the relationship between self-control and positive life outcomes. Journal of Personality and Social Psychology, 109, 3 (2015), 508.
- Gefen, D. TAM or just plain habit: A look at experienced online shoppers. Journal of Organizational and End User Computing (JOEUC), 15, 3 (2003), 1–13.
- Goel, S.; Obeng, A.; Rothschild, D. Non-representative surveys: Fast, cheap, and mostly accurate. Working Paper 2015.
- Hays, R.D.; Hayashi, T.; Stewart, A.L. A Five-Item Measure of Socially Desirable Response Set. Educational and Psychological Measurement, 49, 3 (1989), 629–636.
- Hong, F.-Y.; Huang, D.-H.; Lin, H.-Y.; Chiu, S.-L. Analysis of the psychological traits, Facebook usage, and Facebook addiction model of Taiwanese university students. Telematics and Informatics, 31, 4 (2014), 597–606.
- Hu, L. t.; Bentler, P.M. Cutoff criteria for fit indexes in covariance structure analysis: Conventional criteria versus new alternatives. Structural equation modeling: A Multidisciplinary Journal, 6, 1 (1999), 1–55.
- Huberman, G.; Konitzer, T.; Krupenkin, M.; Rothschild, D.; Hill, S., editors. Economic Expectations, Voting, and Economic Decisions around Elections. In AEA Papers and Proceedings; Philadelphia, PA: American Economic Association, 2018, 597–602.
- Jenaro, C.; Flores, N.; Gómez-Vela, M.; González-Gil, F.; Caballo, C. Problematic internet and cell-phone use: Psychological, behavioral, and health correlates. Addiction research & Theory, 15, 3 (2007), 309–320.
- Kardefelt‐Winther, D.; Heeren, A.; Schimmenti, A.; Rooij, A.; Maurage, P.; Carras, M.; Edman, J.; Blaszczynski, A.; Khazaal, Y.; Billieux, J. How can we conceptualize behavioural addiction without pathologizing common behaviours? Addiction, 112, (2017), 1709-1715.
- Kim, S.S.; Malhotra, N.K. A Longitudinal Model of Continued IS Use: An Integrative View of Four Mechanisms Underlying Postadoption Phenomena. Management Science, 51, 5 (2005), 741–755.
- Kim, Y.; Briley, D.A.; Ocepek, M.G. Differential innovation of smartphone and application use by sociodemographics and personality. Computers in Human Behavior, 44, (2015), 141–147.
- Kim, Y.; Park, Y.; Lee, Y.; Park, K. Do we always adopt Facebook friends’ eWOM postings? The role of social identity and threat. International Journal of Advertising, 37, 1 (2018), 86–104.
- Kuss, D.J.; Griffiths, M.D. Social networking sites and addiction: Ten lessons learned. International Journal of Environmental Research and Public Health, 14, 3 (2017), 311.
- Laconi, S.; Rodgers, R.F.; Chabrol, H. The measurement of Internet addiction: A critical review of existing scales and their psychometric properties. Computers in Human Behavior, 41, (2014), 190–202.
- Lemay, D.J.; Doleck, T.; Bazelais, P. “Passion and concern for privacy” as factors affecting snapchat use: A situated perspective on technology acceptance. Computers in Human Behavior, 75, (2017), 264–271.
- Limayem, M.; Hirt, S.G. Force of habit and information systems usage: Theory and initial validation. Journal of the Association for Information Systems, 4, 1 (2003), 3.
- Limayem, M.; Hirt, S.G.; Cheung, C. How habit limits the predictive power of intention: The case of information systems continuance. MIS Q (2007), 705–737.
- Lin, K.-Y.; Lu, H.-P. Predicting mobile social network acceptance based on mobile value and social influence. Internet Research, 25, 1 (2015), 107–130.
- Lowry, P.B.; Zhang, J.; Wang, C.; Siponen, M. Why do adults engage in cyberbullying on social media? An integration of online disinhibition and deindividuation effects with the social structure and social learning model. Information Systems Research, 27, 4 (2016), 962–986.
- Lyngs, U.; Lukoff, K.; Slovak, P.; Binns, R.; Slack, A.; Inzlicht, M.; Van Kleek, M.; Shadbolt, N., editors. Self-Control in Cyberspace: Applying Dual Systems Theory to a Review of Digital Self-Control Tools. In Proceedings of the 2019 CHI Conference on Human Factors in Computing Systems; Glasgow, Scotland, UK: ACM, 2019, 1–18.
- Maloney, P.W.; Grawitch, M.J.; Barber, L.K. The multi-factor structure of the Brief Self-Control Scale: Discriminant validity of restraint and impulsivity. Journal of Research in Personality, 46, 1 (2012), 111–115.
- Manasijević, D.; Živković, D.; Arsić, S.; Milošević, I. Exploring students’ purposes of usage and educational usage of Facebook. Computers in Human Behavior, 60, (2016), 441–450.
- Mander, J.; Buckle, C.; Moran, S. Social media marketing trends. https://www.globalwebindex.com/reports/social: GlobalWebIndex; 2020.
- Marino, C.; Gini, G.; Vieno, A.; Spada, M.M. A comprehensive meta-analysis on Problematic Facebook Use. Computers in Human Behavior, 83, (2018), 262–277.
- Moraveji, N.; Akasaka, R.; Pea, R.; Fogg, B. The role of commitment devices and self-shaping in persuasive technology. In CHI’11 Extended Abstracts on Human Factors in Computing Systems 2011, pp. 1591–1596.
- Muraven, M.; Baumeister, R.F. Self-regulation and depletion of limited resources: Does self-control resemble a muscle? Psychological bulletin, 126, 2 (2000), 247.
- Mylonopoulos, N.; Theoharakis, V. Motivations and passions in m-Facebook use. Computers in Human Behavior, 104, March (2020), 106174.
- Nadkarni, A.; Hofmann, S.G. Why do people use Facebook? Personality Individual Differences Research, 52, 3 (2012), 243–249.
- Orosz, G.; Vallerand, R.J.; Bőthe, B.; Tóth-Király, I.; Paskuj, B. On the correlates of passion for screen-based behaviors: The case of impulsivity and the problematic and non-problematic Facebook use and TV series watching. Personality Individual Differences Research, 101, (2016), 167–176.
- Osatuyi, B.; Turel, O. Tug of war between social self-regulation and habit: Explaining the experience of momentary social media addiction symptoms. Computers in Human Behavior, 85, (2018), 95–105.
- Ouellette, J.A.; Wood, W. Habit and intention in everyday life: The multiple processes by which past behavior predicts future behavior. Psychological bulletin, 124, 1 (1998), 54.
- Pavlou, P.A.; Liang, H.; Xue, Y. Understanding and mitigating uncertainty in online exchange relationships: A principal-agent perspective. MIS Quarterly, 31, 1 (2007), 105–136.
- Peck, S.K. I Ran 4 Experiments to Break My Social Media Addiction. Here’s What Worked Harvard Business Review Online2018. Available from: https://hbr.org/2018/10/i-ran-4-experiments-to-break-my-social-media-addiction-heres-what-worked
- Podsakoff, P.M.; MacKenzie, S.B.; Lee, J.-Y.; Podsakoff, N.P. Common method biases in behavioral research: a critical review of the literature and recommended remedies. Journal of Applied Psychology, 88, 5 (2003), 879.
- Polites, G.; Karahanna, E. Shackled to the status quo: The inhibiting effects of incumbent system habit, switching costs, and inertia on new system acceptance. MIS Quarterly, 36, 1 (2012), 21–42.
- Przybylski, A.K.; Weinstein, N.; Ryan, R.M.; Rigby, C.S. Having to versus wanting to play: Background and consequences of harmonious versus obsessive engagement in video games. CyberPsychology & Behavior, 12, 5 (2009), 485–492.
- Puerta-Cortés, D.X.; Panova, T.; Carbonell, X.; Chamarro, A. How passion and impulsivity influence a player’s choice of videogame, intensity of playing and time spent playing. Computers in Human Behavior, 66, (2017), 122–128.
- Rains, S.A.; Levine, T.R.; Weber, R. Sixty years of quantitative communication research summarized: Lessons from 149 meta-analyses. Annals of the International Communication Association, 42, 2 (2018), 105–124.
- Ryan, T.; Chester, A.; Reece, J.; Xenos, S. The uses and abuses of Facebook: A review of Facebook addiction. Journal of Behavioral Addictions, 3, 3 (2014), 133–148.
- Satici, S.A.; Uysal, R. Well-being and problematic Facebook use. Computers in Human Behavior, 49, (2015), 185–190.
- Sauter, T. ‘What’s on your mind?’ Writing on Facebook as a tool for self-formation. New Media Society, 16, 5 (2014), 823–839.
- Schnauber-Stockmann, A.; Naab, T.K. The process of forming a mobile media habit: results of a longitudinal study in a real-world setting. Media Psychology, 22, 5 (2019), 714–742.
- Schnauber-Stockmann, A.; Meier, A.; Reinecke, L. Procrastination out of habit? The role of impulsive versus reflective media selection in procrastinatory media use. Media Psychology, 21, 4 (2018), 640–668.
- Serenko, A.; Turel, O. Integrating technology addiction and use: An empirical investigation of Facebook users. AIS Transactions on Replication Research, 1, 2 (2015), 1–18.
- Settanni, M.; Marengo, D.; Fabris, M.A.; Longobardi, C. The interplay between ADHD symptoms and time perspective in addictive social media use: a study on adolescent Facebook users. Children and Youth Services Review, 89, (2018), 165–170.
- Shaw, H.; Ellis, D.A.; Ziegler, F.V. The Technology Integration Model (TIM). Predicting the continued use of technology. Computers in Human Behavior, 83, (2018), 204–214.
- Shensa, A.; Escobar-Viera, C.G.; Sidani, J.E.; Bowman, N.D.; Marshal, M.P.; Primack, B.A. Problematic social media use and depressive symptoms among US young adults: A nationally-representative study. Social Science & Medicine, 182, (2017), 150–157.
- Smith, A.; Anderson, M. Social Media Use in 2018. Pew Research Center; 2018.
- Soror, A.A.; Hammer, B.I.; Steelman, Z.R.; Davis, F.D.; Limayem, M.M. Good habits gone bad: Explaining negative consequences associated with the use of mobile phones from a dual‐systems perspective. Information Systems Journal, 25, 4 (2015), 403–427.
- Stothart, C.; Mitchum, A.; Yehnert, C. The attentional cost of receiving a cell phone notification. Journal of experimental psychology: Human Perception and Performance, 41, 4 (2015), 893–897.
- Tangney, J.P.; Baumeister, R.F.; Boone, A.L. High self‐control predicts good adjustment, less pathology, better grades, and interpersonal success. Journal of Personality, 72, 2 (2004), 271–324.
- Tarafdar, M.; Cooper, C.L.; Stich, J.F. The technostress trifecta‐techno eustress, techno distress and design: Theoretical directions and an agenda for research. Information Systems Journal, 29, 1 (2019), 6–42.
- Tarafdar, M.; D’Arcy, J.; Turel, O.; Gupta, A. The dark side of information technology. MIT Sloan Management Review, 56, 2 (2015), 61–70.
- Thomas, V.; Azmitia, M.; Whittaker, S. Unplugged: Exploring the costs and benefits of constant connection. Computers in Human Behavior, 63, (2016), 540–548.
- Tosun, L.P. Motives for Facebook use and expressing “true self” on the Internet. Computers in human behavior, 28, 4 (2012), 1510–1517.
- Turel, O.; Serenko, A. The benefits and dangers of enjoyment with social networking websites. European Journal of Information Systems, 21, 5 (2012), 512–528.
- Turel, O.; Qahri-Saremi, H. Problematic use of social networking sites: antecedents and consequence from a dual-system theory perspective. Journal of Management Information Systems, 33, 4 (2016), 1087–1116.
- Turel, O.; Serenko, A.; Giles, P. Integrating Technology Addiction and Use: An Empirical Investigation of Online Auction Users. MIS Quarterly, 35, 4 (2011), 1043–1061.
- Turel, O.; Brevers, D.; Bechara, A. Time distortion when users at-risk for social media addiction engage in non-social media tasks. Journal of psychiatric research, 97, (2018), 84–88.
- Turel, O.; Matt, C.; Trenz, M.; Cheung, C.M.; D’Arcy, J.; Qahri-Saremi, H.; Tarafdar, M. Panel report: the dark side of the digitization of the individual. Internet research, (2019).
- Vallerand, R.J. On passion for life activities: The dualistic model of passion. Advances in Experimental Social Psychology, 42, (2010), 97–193.
- Vallerand, R.J. The role of passion in sustainable psychological well-being. Psychology of well-Being: Theory, research and practice, 2, 1 (2012), 1–21.
- Vallerand, R.J.; Salvy, S.J.; Mageau, G.A.; Elliot, A.J.; Denis, P.L.; Grouzet, F.M.E.; Blanchard, C. On the Role of Passion in Performance. Journal of Personality, 75, 3 (2007), 505–534.
- Vallerand, R.J.; Blanchard, C.; Mageau, G.A.; Koestner, R.; Ratelle, C.; Léonard, M.; Gagné, M.; Marsolais, J. Les passions de l’ame: on obsessive and harmonious passion. Journal of Personality and Social Psychology, 85, 4 (2003), 756–767.
- Van Den Eijnden, R.J.; Lemmens, J.S.; Valkenburg, P.M. The social media disorder scale. Computers in Human Behavior, 61, (2016), 478–487.
- Van der Heijden, H. User acceptance of hedonic information systems. MIS quarterly, (2004), 695-704.
- Vanek, J.; King, K.; Bigelow, M. Social presence and identity: Facebook in an English language classroom. Journal of Language, Identity & Education, 17, 4 (2018), 236–254.
- Veenhoven, R. Hedonism and happiness. Journal of Happiness studies, 4, 4 (2003), 437–457.
- Venkatesh, V.; Thong, J.Y.L.; Xu, X. Consumer acceptance and use of information technology: Extending the unified theory of acceptance and use of technology. MIS Quarterly: Management Information Systems, 36, 1 (2012), 157–178.
- Venkatesh, V.; Brown, S.A.; Maruping, L.M.; Bala, H. Predicting different conceptualizations of system use: the competing roles of behavioral intention, facilitating conditions, and behavioral expectation. MIS Quarterly, 32 (2008), 483–502.
- Verplanken, B.; Sui, J. Habit and identity: Behavioral, cognitive, affective, and motivational facets of an integrated self. Frontiers in psychology, 10, (2019), 1–11.
- Wakefield, R.; Wakefield, K. Social media network behavior: A study of user passion and affect. Journal of Strategic Information Systems, 25, 2 (2016), 140–156.
- Wang, C.-C.; Chu, Y.-S. Harmonious passion and obsessive passion in playing online games. Social Behavior and Personality: An International Journal, 35, 7 (2007), 997–1006.
- Wang, C.-C.; Yang, H.-W. Passion for online shopping: The influence of personality and compulsive buying. Social Behavior and Personality: An International Journal, 36, 5 (2008), 693–706.
- Wood, W. Habit in personality and social psychology. Personality and Social Psychology Review, 21, 4 (2017), 389–403.
- Wood, W.; Rünger, D. Psychology of habit. Annual Review of Psychology, 67, (2016), 289–314.
- Wood, W.; Quinn, J.M.; Kashy, D.A. Habits in everyday life: Thought, emotion, and action. Journal of Personality and Social Psychology, 83, 6 (2002), 1281–1297.
- Wu, J.; Holsapple, C. Imaginal and emotional experiences in pleasure-oriented IT usage: A hedonic consumption perspective. Information & Management, 51, 1 (2014), 80–92.
- Zheng, X.; Lee, M.K. Excessive use of mobile social networking sites: Negative consequences on individuals. Computers in Human Behavior, 65, (2016), 65–76.