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Research Article

Investigating gender as a moderator of extreme-context perception effects on behavioural tendencies towards fashion brands on Instagram in West Africa

ORCID Icon, , &
Received 23 Mar 2023, Accepted 27 Oct 2023, Published online: 09 Nov 2023

References

  • Alsharawy, Abdelaziz, Ross Spoon, Alec Smith, and Sheryl Ball. 2021. “Gender Differences in Fear and Risk Perception During the COVID-19 Pandemic.” Frontiers in Psychology 12: 12. https://doi.org/10.3389/fpsyg.2021.689467.
  • Anselmsson, Johan, and Burak Tunca. 2019. “Exciting on Facebook or Competent in the Newspaper? Media Effects on consumers’ Perceptions of Brands in the Fashion Category.” Journal of Marketing Communications 25 (7): 720–737. https://doi.org/10.1080/13527266.2017.1392337.
  • Aramendia-Muneta, Maria Elena, Cristina Olarte-Pascual, and Leonidas Hatzithomas. 2020. “Gender stereotypes in original digital video advertising.” Journal of Gender Studies 29 (4): 403–419. https://doi.org/10.1080/09589236.2019.1650255.
  • Balis, Janet. 2020. Brand marketing through the coronavirus crisis. Harvard Business Review. Accessed May 23. 2023. https://hbr.org/2020/04/brand-marketing-through-the-coronavirus-crisis
  • Bandura, Albert. 1986. Social Foundations of Thought and Action: A Social Cognitive Theory. Englewood Cliffs, NJ: Prentice Hall.
  • Bem, Sandra Lipsitz. 1981. “Gender Schema Theory: A Cognitive Account of Sex Typing.” Psychological Review 88 (4): 354–364. https://doi.org/10.1037/0033-295x.88.4.354.
  • Bianchi, Anna. 2021. Driving Consumer Engagement in Social Media: Influencing Electronic Word of Mouth. 1st ed. Oxon: Routledge.
  • Bloch, Peter H. 1981. An Exploration Into the Scaling of Consumers' Involvement With a Product Class. In NA - Advances in Consumer Research, edited by Kent B. Monroe, 61–65. Vol. 8. Ann Abor, MI: Association for Consumer Research.
  • Burke, M. 2021. Consumer Trends Report—Men Vs Women Shopping Statistics, Behaviors & Other Trends. Jungle Scout, Accessed December 2. https://www.junglescout.com/blog/men-vs-women-shopping/.
  • Cara, Tannenbaum, Lorraine Greaves, and Ian D. Graham. 2016. “Why Sex and Gender Matter in Implementation Research.” BMC Medical Research Methodology 16 (1): 145. https://doi.org/10.1186/s12874-016-0247-7.
  • Casaló, L. V., C. Flavián, and I. Sergio. 2017. “Antecedents of Consumer Intention to Follow and Recommend an Instagram Account.” Online Information Review 41 (7): 1046–1063.
  • CBS NEWS. 2020. Burger King’s Instagram Urges People to Get Takeout — from Other Restaurants. CBS Interactive Inc, Accessed June 29. https://www.cbsnews.com/news/burger-king-offers-instagram-feed-to-independent-restaurants-struggling-with-covid-lockdowns/.
  • Ceci, L. 2023. Average Daily Time Spent by Users Worldwide on Social Media Apps from October 2020 to March 2021, by Gender. Statista, Accessed July. https://www.statista.com/statistics/1272876/worldwide-social-apps-time-spent-daily-gender/.
  • Cheung, Christy M. K., Pui-Yee Chiu, and Matthew K. O. Lee. 2011. “Online Social Networks: Why Do Students Use Facebook?” Computers in Human Behavior 27 (4): 1337–1343. https://doi.org/10.1016/j.chb.2010.07.028.
  • Cohen, Jacob. 2013. Statistical Power Analysis for the Behavioral Sciences. 2nd ed. NY: Routledge.
  • Cui, Nan, Nick Malleson, Victoria Houlden, and Alexis Comber. 2022. “Using Social Media Data to Understand the Impact of the COVID-19 Pandemic on Urban Green Space Use.” Urban Forestry & Urban Greening 74:127677. https://doi.org/10.1016/j.ufug.2022.127677.
  • Davis, Fred D. 1989. “Perceived Usefulness, Perceived Ease of Use, and User Acceptance of Information Technology.” MIS Quarterly 13 (3): 319–340. https://doi.org/10.2307/249008.
  • Davis, Fred D., Richard P. Bagozzi, and Paul R. Warshaw. 1992. “Extrinsic and Intrinsic Motivation to Use Computers in the Workplace1.” Journal of Applied Social Psychology 22 (14): 1111–1132. https://doi.org/10.1111/j.1559-1816.1992.tb00945.x.
  • Davis, Robert, Bodo Lang, and Josefino San Diego. 2014. “How Gender Affects the Relationship Between Hedonic Shopping Motivation and Purchase Intentions?” Journal of Consumer Behaviour 13 (1): 18–30. https://doi.org/10.1002/cb.1450.
  • Delafrooz, Narges, Yalda Rahmati, and Mehrzad Abdi. 2019. “The Influence of Electronic Word of Mouth on Instagram Users: An Emphasis on Consumer Socialization Framework.” Cogent Business & Management 6 (1): 1606973. https://doi.org/10.1080/23311975.2019.1606973.
  • Digital Marketing Institute. 2021. 20 Surprising Influencer Marketing Statistics. Digital Marketing Institute, accessed02 December. https://digitalmarketinginstitute.com/blog/20-influencer-marketing-statistics-that-will-surprise-you.
  • Djafarova, Elmira, and Tamar Bowes. 2021. “‘Instagram Made Me Buy it’: Generation Z Impulse Purchases in Fashion Industry.” Journal of Retailing & Consumer Services 59:102345. https://doi.org/10.1016/j.jretconser.2020.102345.
  • Dubbelink, Sanne I., Carolina Herrando, and Efthymios Constantinides. 2021. “Social Media Marketing as a Branding Strategy in Extraordinary Times: Lessons from the COVID-19 Pandemic.” Sustainability 13 (18). https://doi.org/10.3390/su131810310.
  • Easley, D., and J. Kleinberg. 2010. Networks, Crowds, and Markets: Reasoning About a Highly Connected World. NY: Cambridge University Press.
  • Eisingerich, Andreas B., HaeEun Helen Chun, Yeyi Liu, He Michael Jia, and Simon J. Bell. 2015. “Why Recommend a Brand Face-To-Face but Not on Facebook? How Word-Of-Mouth on Online Social Sites Differs from Traditional Word-Of-Mouth.” Journal of Consumer Psychology 25 (1): 120–128.
  • Elihu, Katz, Jay G. Blumler, and Michael Gurevitch. 1973. “Uses and Gratifications Research.” Public Opinion Quarterly 37 (4): 509–523. https://doi.org/10.1086/268109.
  • Gillwald, A., O. Mothobi, A. Ndiwalana, and T. Tusubira. 2019. The State of ICT in Uganda. Research ICT Africa, Accessed June 29. https://researchictafrica.net/wp/wp-content/uploads/2019/05/2019_After-Access-The-State-of-ICT-in-Uganda.pdf.
  • Golan M. S., Jernegan L. H., and Linkov I. 2020. Trends and applications of resilience analytics in supply chain modeling: systematic literature review in the context of the COVID-19 pandemic. Environment Systems and Decisions 40 (2): 222–243. https://doi.org/10.1007/s10669-020-09777-w.
  • Hair, J., G. T. M. Hult, C. M. Ringle, and M. Sarstedt. 2022. A Primer on Partial Least Squares Structural Equation Modeling (PLS-SEM). London: SAGE.
  • Hair, Joseph F., Jeffrey J. Risher, Marko Sarstedt, and Christian M. Ringle. 2019. “When to Use and How to Report the Results of PLS-SEM.” European Business Review 31 (1): 2–24. https://doi.org/10.1108/ebr-11-2018-0203.
  • Heffner, Joseph, Marc-Lluís Vives, and Oriel FeldmanHall. 2021. “Anxiety, Gender, and Social Media Consumption Predict COVID-19 Emotional Distress.” Humanities and Social Sciences Communications 8 (1): 140. https://doi.org/10.1057/s41599-021-00816-8.
  • Henseler, J., T. K. Dijkstra, M. Sarstedt, A. Diamantopoulos, D. W. Straub, D. J. Ketchen, J. F. Hair, G. T. M. Hult, and R. J. Calantone. 2014. “Common Beliefs and Reality About Partial Least Squares: Comments.” Rönkkö Evermann (2013) Organizational Research Methods 17 (2): 182–209.
  • Hepner, Judith, Jean-Louis Chandon, and Damyana Bakardzhieva. 2020. “Competitive Advantage from Marketing the SDGs: A Luxury Perspective.” Marketing Intelligence & Planning 39 (2): 284–299. https://doi.org/10.1108/mip-07-2018-0298.
  • Insider Intelligence. 2022. Number of Instagram Users Worldwide from 2020 to 2025 (In Billions) [Graph]. Statista, Accessed December 2. https://www.statista.com/statistics/183585/instagram-number-of-global-users/.
  • Johnstone, Leanne, and Cecilia Lindh. 2022. “Sustainably Sustaining (Online) Fashion Consumption: Using Influencers to Promote Sustainable (Un)planned Behaviour in Europe’s Millennials.” Journal of Retailing & Consumer Services 64:102775. https://doi.org/10.1016/j.jretconser.2021.102775.
  • Kapferer, Jean-Noel, and Gilles Laurent. 1985. Consumers' Involvement Profile: New Empirical Results. In NA - Advances in Consumer Research, edited by Elizabeth C. Hirschman, and Moris B. Holbrook, 290–295. Vol. 12. Holbrook, Provo, UT: Association for Consumer Research.
  • Karatsoli, Maria, and Eftihia Nathanail. 2020. “Examining Gender Differences of Social Media Use for Activity Planning and Travel Choices.” European Transport Research Review 12 (1): 44. https://doi.org/10.1186/s12544-020-00436-4.
  • Khare, Arpita, and Sapna Rakesh. 2010. “Predictors of Fashion Clothing Involvement Among Indian Youth.” Journal of Targeting Measurement & Analysis for Marketing 18 (3): 209–220. https://doi.org/10.1057/jt.2010.12.
  • Kock, Ned. 2015. “Common Method Bias in PLS-SEM: A Full Collinearity Assessment Approach.” International Journal of E-Collaboration (IJeC) 11 (4): 1–10.
  • Kwakwa, V. 2023. Accelerating Gender Equality: Let’s Make Digital Technology Work for All.The World Bank Group, Accessed August 19. https://blogs.worldbank.org/africacan/accelerating-gender-equality-lets-make-digital-technology-work-all.
  • Lăzăroiu, George, Octav Neguriţă, Iulia Grecu, Gheorghe Grecu, and Paula Cornelia Mitran. 2020. “Consumers’ Decision-Making Process on Social Commerce Platforms: Online Trust, Perceived Risk, and Purchase Intentions.” Frontiers in Psychology 11: 1–7. https://doi.org/10.3389/fpsyg.2020.00890.
  • Liu, Youmei. 2019. “Gender Difference in Perception and Use of Social Media Tools.” In Handbook of Research on Instructional Systems and Educational Technology, edited by T. Kidd, and L. Morris Jr, 249–262. Hershey, PA, USA: IGI Global.
  • LSE. 2017. Social Media Platforms and Demographics.Accessed December 2. https://info.lse.ac.uk/staff/divisions/communications-division/digital-communications-team/assets/documents/guides/A-Guide-To-Social-Media-Platforms-and-Demographics.pdf.
  • Luo, Tao, Wei Chen, and Yanhui Liao. 2021. “Social Media Use in China Before and During COVID-19: Preliminary Results from an Online Retrospective Survey.” Journal of Psychiatric Research 140:35–38. https://doi.org/10.1016/j.jpsychires.2021.05.057.
  • Mahmoud, Ali B., Joan Ball, Daniel Rubin, Leonora Fuxman, Iris Mohr, Dieu Hack-Polay, Nicholas Grigoriou, and Aziz Wakibi. 2021. “Pandemic Pains to Instagram Gains! COVID-19 Perceptions Effects on Behaviours Towards Fashion Brands on Instagram in Sub-Saharan Africa: Tech-Native Vs Non-Native Generations.” Journal of Marketing Communications 1–25. https://doi.org/10.1080/13527266.2021.1971282.
  • Mahmoud, A. B., Berman, A., Reisel, William D., Fuxman, L., Grigoriou, N., and Tehseen, S. 2023. International Review of Entrepreneurship 21 (1): 1–26.
  • Mahmoud, A. B., Alexander Berman, William D. Reisel, Leonora Fuxman, and Dieu Hack-Polay. 2023. “Examining Generational Differences as a Moderator of Extreme-Context Perception and Its Impact on Work Alienation Organisational Outcomes—Implications for the Workplace and Remote Work Transformation.” Scandinavian Journal of Psychology. https://doi.org/10.1111/sjop.12955.
  • Mahmoud, Ali Bassam, Nicholas Grigoriou, Leonora Fuxman, Dieu Hack-Polay, Fatina Bassam Mahmoud, Eiad Yafi, and Shehnaz Tehseen. 2019. “Email is Evil! Behavioural Responses Towards Permission-Based Direct Email Marketing and Gender Differences.” Journal of Research in Interactive Marketing 13 (2): 227–248. https://doi.org/10.1108/JRIM-09-2018-0112.
  • Mahmoud, A. B., Nicholas Grigoriou, Leonora Fuxman, and William D Reisel. 2020. “Political Advertising Effectiveness in Wartime Syria.” Media, War & Conflict 13 (4): 375–398. https://doi.org/10.1177/1750635219841356.
  • Mahmoud, Ali B., Dieu Hack-Polay, Nicholas Grigoriou, Iris Mohr, and Leonora Fuxman. 2021. “A Generational Investigation and Sentiment and Emotion Analyses of Female Fashion Brand Users on Instagram in Sub-Saharan Africa.” Journal of Brand Management 28 (5): 526–544. https://doi.org/10.1057/s41262-021-00244-8.
  • Mahmoud A. B., Reisel W. D., Fuxman L., and Hack‐Polay D. 2022. Locus of control as a moderator of the effects of COVID‐19 perceptions on job insecurity, psychosocial, organisational, and job outcomes for MENA region hospitality employees. European Management Review 19 (2): 313–332. https://doi.org/10.1111/emre.12494.
  • Mangold, W. Glynn, and J. Faulds. David. 2009. “Social Media: The New Hybrid Element of the Promotion Mix.” Business Horizons 52 (4): 357–365. https://doi.org/10.1016/j.bushor.2009.03.002.
  • Margalit, Liraz. 2015. Men Systemize. Women Empathize. Psychology Today, Accessed August 18. https://www.psychologytoday.com/us/blog/behind-online-behavior/201507/men-systemize-women-empathize.
  • Mason, Andrew N., John Narcum, and Kevin Mason. 2021. “Social Media Marketing Gains Importance After Covid-19.” Cogent Business & Management 8 (1): 1870797. https://doi.org/10.1080/23311975.2020.1870797.
  • Miah, Md Rukon, Afzal Hossain, Rony Shikder, Tama Saha, and Meher Neger. 2022. “Evaluating the Impact of Social Media on Online Shopping Behavior During COVID-19 Pandemic: A Bangladeshi consumers’ Perspectives.” Heliyon 8 (9): e10600. https://doi.org/10.1016/j.heliyon.2022.e10600.
  • Mohr, Iris, Fuxman Leonora, and B. Mahmoud. Ali. 2022. “Fashion Resale Behaviours and Technology Disruption: An In-Depth Review.” In Handbook of Research on Consumer Behavior Change and Data Analytics in the Socio-Digital Era, edited by Pantea Keikhosrokiani, 351–373. Hershey, PA, USA: IGI Global.
  • Mundel, Juan, and Jing Yang. 2021. “Consumer Engagement with Brands’ COVID-19 Messaging on Social Media: The Role of Perceived Brand–Social Issue Fit and Brand Opportunism.” Journal of Interactive Advertising 21 (3): 173–190. https://doi.org/10.1080/15252019.2021.1958274.
  • Muscanell, Nicole L., and Rosanna E. Guadagno. 2012. “Make New Friends or Keep the Old: Gender and Personality Differences in Social Networking Use.” Computers in Human Behavior 28 (1): 107–112. https://doi.org/10.1016/j.chb.2011.08.016.
  • Musova, Zdenka, Hussam Musa, Jennifer Drugdova, George Lazaroiu, and Jehad Alayasa. 2021. “Consumer Attitudes Towards New Circular Models in the Fashion Industry.” Journal of Competitiveness 13 (3): 111.
  • Nisar, Tahir M., and Caroline Whitehead. 2016. “Brand Interactions and Social Media: Enhancing User Loyalty Through Social Networking Sites.” Computers in Human Behavior 62:743–753. https://doi.org/10.1016/j.chb.2016.04.042.
  • OECD. 2018. Bridging the Digital Gender Divide: Include, Upskill, Innovate. OECD, Accessed August 19. https://www.oecd.org/digital/bridging-the-digital-gender-divide.pdf.
  • OECD. 2020. E-commerce in the time of COVID-19. Accessed December 22, 2022. https://www.oecd.org/coronavirus/policy-responses/e-commerce-in-the-time-of-covid-19-3a2b78e8/
  • Pathania, Anjali, Saumya Dixit, and Gowhar Rasool. 2022. “‘Are Online Reviews the New shepherd?’ –Examining Herd Behaviour in Wearable Technology Adoption for Personal Healthcare.” Journal of Marketing Communications 1–27. https://doi.org/10.1080/13527266.2022.2140183.
  • Phan, Tan, Luc. 2023. “Customer Participation, Positive Electronic Word-Of-Mouth Intention and Repurchase Intention: The Mediation Effect of Online Brand Community Trust.” Journal of Marketing Communications 1–18. https://doi.org/10.1080/13527266.2023.2177709.
  • Ployhart, Robert E., and Robert J. Vandenberg. 2009. “Longitudinal Research: The Theory, Design, and Analysis of Change.” Journal of Management 36 (1): 94–120. https://doi.org/10.1177/0149206309352110.
  • Preacher, K. J., and A. F. Hayes. 2008. “Asymptotic and Resampling Strategies for Assessing and Comparing Indirect Effects in Multiple Mediator Models.” Behavioral Research Methods 40 (3): 879–891. https://doi.org/10.3758/brm.40.3.879.
  • Ragavan, S. 2020. How Brands are Positioning Their Messages During COVID-19. PRWEEK, Accessed June 29. https://www.prweek.com/article/1678186/brands-positioning-messages-during-covid-19.
  • Raimo, Nicola, Angela Rella, Filippo Vitolla, María-Inés Sánchez-Vicente, and Isabel-María García-Sánchez. 2021. “Corporate Social Responsibility in the COVID-19 Pandemic Period: A Traditional Way to Address New Social Issues.” Sustainability 13 (12). https://doi.org/10.3390/su13126561.
  • Rapaccini M., Saccani N., Kowalkowski C., Paiola M., and Adrodegari F. 2020. Navigating disruptive crises through service-led growth: The impact of COVID-19 on Italian manufacturing firms. Industrial Marketing Management 88:225–237. https://doi.org/10.1016/j.indmarman.2020.05.017.
  • Salzano, M. 2020. Using Instagram to Build Business in the Age of COVID-19. Floor Covering News, Accessed May. https://www.fcnews.net/2020/04/fcnews-exclusive-using-instagram-to-build-business-in-the-age-of-covid-19/.
  • Sashittal, Hemant C., and Avan R. Jassawalla. 2021. “Brands as Personal Narratives: Learning from User–YouTube–Brand Interactions.” Journal of Brand Management 28 (6): 657–670. https://doi.org/10.1057/s41262-021-00248-4.
  • Sashittal, Hemant C., Avan R. Jassawalla, and Ruchika Sachdeva. 2022. “The Influence of COVID-19 Pandemic on Consumer–Brand Relationships: Evidence of Brand Evangelism Behaviors.” Journal of Brand Management. https://doi.org/10.1057/s41262-022-00301-w.
  • Short, Jeremy C., David J. Ketchen, and Timothy B. Palmer. 2002. “The Role of Sampling in Strategic Management Research on Performance: A Two-Study Analysis.” Journal of Management 28 (3): 363–385. https://doi.org/10.1177/014920630202800306.
  • Sirola, Anu, Markus Kaakinen, Iina Savolainen, Hye-Jin Paek, Izabela Zych, and Atte Oksanen. 2021. “Online Identities and Social Influence in Social Media Gambling Exposure: A Four-Country Study on Young People.” Telematics and Informatics 60:101582. https://doi.org/10.1016/j.tele.2021.101582.
  • Smith, Alison, and Veronika Machova. 2021. “Consumer Tastes, Sentiments, Attitudes, and Behaviors Related to COVID-19.” Analysis and Metaphysics 20:145–158. https://doi.org/10.22381/am20202110.
  • Sneader, K., and Sternfels, R. A. 2020. From surviving to thriving: Reimagining the post-COVID-19 return. Accessed May 23, 2023. https://www.mckinsey.com/featured-insights/future-of-work/from-surviving-to-thriving-reimagining-the-post-covid-19-return.
  • Soper, Daniel. 2021. A-priori Sample Size Calculator for Structural Equation Models. Free Statistics Calculators, Accessed February 7. https://www.danielsoper.com/statcalc/calculator.aspx?id=89.
  • Statista. 2022a. Distribution of Instagram Users Worldwide as of January 2022, by Gender [Graph]. Statista, Accessed December 02. https://www.statista.com/statistics/802776/distribution-of-users-on-instagram-worldwide-gender/.
  • Statista. 2022b. Distribution of Social Media Users in Western Africa from 2020 to 2022, by Gender. Statista, Accessed December 2. https://www.statista.com/statistics/1326152/distribution-of-social-media-users-in-western-africa-by-gender/.
  • Szell, Michael, and Stefan Thurner. 2013. “How Women Organize Social Networks Different from Men.” Scientific Reports 3 (1): 1214. https://doi.org/10.1038/srep01214.
  • Tibbetts, Maureen, Adam Epstein-Shuman, Matthew Leitao, and Kostadin Kushlev. 2021. “A Week During COVID-19: Online Social Interactions are Associated with Greater Connection and More Stress.” Computers in Human Behavior Reports 4:100133. https://doi.org/10.1016/j.chbr.2021.100133.
  • Tsao, Shu-Feng, Helen Chen, Therese Tisseverasinghe, Yang Yang, Li Lianghua, and Zahid A. Butt. 2021. “What Social Media Told Us in the Time of COVID-19: A Scoping Review.” Lancet Digital Health 3 (3): e175–e194. https://doi.org/10.1016/S2589-7500(20)30315-0.
  • Tuten, T. L. 2022. Principles of Marketing for a Digital Age. London: SAGE Publications.
  • Tuten, Tracy L., and Annmarie Hanlon. 2022. Introduction to Social Media Marketing. In The SAGE Handbook of Social Media Marketing, edited by Annmarie Hanlon, and Tracy L. Tuten, 3–13. London: SAGE Publications Ltd.
  • Twenge, Jean M., and Gabrielle N. Martin. 2020. “Gender Differences in Associations Between Digital Media Use and Psychological Well-Being: Evidence from Three Large Datasets.” Journal of Adolescence 79:91–102. https://doi.org/10.1016/j.adolescence.2019.12.018.
  • Vermeren, I. 2015.Men Vs. Women: Who is More Active on Social Media?. Brandwatch, Accessed December 2. https://www.brandwatch.com/blog/men-vs-women-active-social-media/.
  • Voss, Claire, Phoebe Shorter, Jessica Mueller-Coyne, and Katherine Turner. 2023. “Screen Time, Phone Usage, and Social Media Usage: Before and During the COVID-19 Pandemic.” Digital Health 9:20552076231171510. https://doi.org/10.1177/20552076231171510.
  • Wang, Yan, Haiyan Hao, and Lisa Sundahl Platt. 2021. “Examining Risk and Crisis Communications of Government Agencies and Stakeholders During Early-Stages of COVID-19 on Twitter.” Computers in Human Behavior 114:106568. https://doi.org/10.1016/j.chb.2020.106568.
  • Wasserman, Danuta, Miriam Iosue, Anika Wuestefeld, and Vladimir Carli. 2020. “Adaptation of Evidence-Based Suicide Prevention Strategies During and After the COVID-19 Pandemic.” World Psychiatry 19 (3): 294–306. https://doi.org/10.1002/wps.20801.
  • Wolny, Julia, and Claudia Mueller. 2013. “Analysis of Fashion consumers’ Motives to Engage in Electronic Word-Of-Mouth Communication Through Social Media Platforms.” Journal of Marketing Management 29 (5–6): 562–583. https://doi.org/10.1080/0267257X.2013.778324.
  • Yam, K. C., R. Fehr, F. T. Keng-Highberger, A. C. Klotz, and S. J. Reynolds. 2016. “Out of Control: A Self-Control Perspective on the Link Between Surface Acting and Abusive Supervision.” Journal of Applied Psychology 101 (2): 292–301. https://doi.org/10.1037/apl0000043.
  • Zhang, Xin, Ma Liang, Bo Xu, and Xu. Feng. 2019. “How Social Media Usage Affects employees’ Job Satisfaction and Turnover Intention: An Empirical Study in China.” Information & Management 56 (6): 103136. https://doi.org/10.1016/j.im.2018.12.004.
  • Zhang, Yongzheng, and Marco Pennacchiotti. 2013. Recommending Branded Products from Social Media. Proceedings of the 7th ACM conference on Recommender systems, Hong Kong, China. https://doi.org/10.1145/2507157.2507170.
  • Zhao J. 2021. Reimagining Corporate Social Responsibility in the Era of COVID-19: Embedding Resilience and Promoting Corporate Social Competence. Sustainability 13 (12): 6548. https://doi.org/10.3390/su13126548.