The Impact of Social Media on Learning Behavior for Sustainable Education: Evidence of Students from Selected Universities in Pakistan

In today’s world, social media is playing an indispensable role on the learning behavior of university students to achieve sustainable education. The impact of social media on sustainable education is becoming an essential and impelling factor. The world has become a global village and technology use has made it a smaller world through social media and how it is changing instruction. This original study is amongst the few to perform a focalized investigation on revealing the relationship between positive and negative characteristics of social media and the learning attitude of university students for sustainable education. However, this study aims to examine the constructive and adverse factors that impact on students’ minds and how these helped students to share positive and negative aspects with others. It is increasingly noticeable that social networking sites and their applications present enormous benefits for as well as risks to university students and their implications on students’ psychological adjustment or learning behaviors are not well understood. This study adapted the cluster sampling method, and respondents participated from five selected regions. Researchers distributed 1013 questionnaires among the targeted sample of university students with an age range of 16 to 35 years, and they collected 831 complete/valid responses. This study applied the social gratification theory to examine students’ behavior practicing social media usage. This study specifically identified 18 adversarial and constructive factors of social media from the previous literature. The findings revealed that the usage of social media in Pakistan has a negative influence on a student’s behavior as compared to positive aspects. Results may not be generalized to the entire student community as findings are specific to the specific respondents only. This study presents a relationship between antithetical and creative characteristics of social media and exhibits avenues for future studies by facilitating a better understanding of web-based social network use.

[1]  Bahadir Bozoglan.  Psychological, Social, and Cultural Aspects of Internet Addiction , 2017 .

[2]  Gordon B. Schmidt,et al.  Suspended because of social media? Students' knowledge and opinions of university social media policies and practices , 2016, Comput. Hum. Behav..

[3]  Maria Joseph Israel,et al.  Effectiveness of integrating MOOCs in traditional classrooms for undergraduate students , 2015 .

[4]  Adeyinka Tella.  Social Media Strategies for Dynamic Library Service Development , 2014 .

[5]  Kris M. Y. Law,et al.  Student enrollment, motivation and learning performance in a blended learning environment: The mediating effects of social, teaching, and cognitive presence , 2019, Comput. Educ..

[6]  P. Buzzanell.  Rethinking Organizational and Managerial Communication from Feminist Perspectives , 2000 .

[7]  Tazayian Sayira,et al.  Impacts of crises and communication media on place image: A case study of Chilas, Pakistan , 2016 .

[8]  Namil Kim,et al.  Do your social media lead you to make social deal purchases? Consumer-generated social referrals for sales via social commerce , 2018, Int. J. Inf. Manag..

[9]  Zengwei Yuan,et al.  Using social media to strengthen public awareness of wildlife conservation , 2018 .

[10]  Ai Zhang,et al.  Social media and culture in crisis communication: McDonald’s and KFC crises management in China , 2017 .

[11]  Bradley J. Alge,et al.  The embedding forces of network commitment: An examination of the psychological processes linking advice centrality and susceptibility to social influence , 2018, Organizational Behavior and Human Decision Processes.

[12]  Cristina Calvo-Porral,et al.  Does product involvement influence how emotions drive satisfaction?: An approach through the Theory of Hedonic Asymmetry , 2018, European Research on Management and Business Economics.

[13]  Bahadır Birim.  Evaluation of Corporate Social Responsibility and Social Media as Key Source of Strategic Communication , 2016 .

[14]  Eric T. G. Wang,et al.  Understanding Knowledge Sharing in Virtual Communities: An Integration of Expectancy Disconfirmation and Justice Theories , 2007, PACIS.

[15]  L. Pylkkänen,et al.  Internet as a source of medicines information (MI) among frequent internet users , 2017, Research in social & administrative pharmacy : RSAP.

[16]  Eui Jun Jeong,et al.  Psychosocial effects of SNS use: A longitudinal study focused on the moderation effect of social capital , 2017, Comput. Hum. Behav..

[17]  F. Castellacci,et al.  Internet use and well-being: A survey and a theoretical framework , 2018 .

[18]  Daniel W. Heck,et al.  From information processing to decisions: Formalizing and comparing psychologically plausible choice models , 2017, Cognitive Psychology.

[19]  Susan Edwards,et al.  Community playgroup social media and parental learning about young children's play , 2017, Comput. Educ..

[20]  Stephan Dahl,et al.  Social Media Marketing: Theories and Applications , 2015 .

[21]  George Christodoulides,et al.  A multi-stakeholder view of social media as a supporting tool in higher education: An educator–student perspective , 2019, European Management Journal.

[22]  Vimala Balakrishnan,et al.  Students' learning styles and their effects on the use of social media technology for learning , 2016, Telematics Informatics.

[23]  Jan U. Becker,et al.  Seeding Strategies for Viral Marketing: An Empirical Comparison , 2011 .

[24]  Amy C. Kimme Hea,et al.  Social Media in Technical Communication , 2014 .

[25]  Eric W. T. Ngai,et al.  Social media research: Theories, constructs, and conceptual frameworks , 2015, Int. J. Inf. Manag..

[26]  Paul E. Weigle,et al.  Media Engagement and Identity Formation Among Minority Youth. , 2018, Child and adolescent psychiatric clinics of North America.

[27]  Noshir S. Contractor,et al.  Seniors' usage of mobile social network sites: Applying theories of innovation diffusion and uses and gratifications , 2019, Comput. Hum. Behav..

[28]  Thorsten Koch,et al.  Seeing through the network: Competitive advantage in the digital economy , 2017, Journal of Organization Design.

[29]  Rafeah Mat Saat,et al.  An Examination of Consumer's Attitude towards Corporate Social Responsibility (CSR) Web Communication Using Media Richness Theory☆ , 2014 .

[30]  M. Pivec,et al.  Employment background influence on social media usage in the field of European project management and communication , 2019, Journal of Business Research.

[31]  H. Rus,et al.  Social media as a shield: Facebook buffers acute stress , 2018, Physiology & Behavior.

[32]  J. Gibbons,et al.  The fading affect bias shows positive outcomes at the general but not the individual level of analysis in the context of social media , 2017, Consciousness and Cognition.

[33]  J. Tedeschi.  Impression Management Theory and Social Psychological Research , 1981 .

[34]  KimJihoon,et al.  Uses and gratifications of social networking sites for bridging and bonding social capital , 2017 .

[35]  Gert-Jan de Vreede,et al.  Understanding trust influencing factors in social media communication: A qualitative study , 2017, Int. J. Inf. Manag..

[36]  Matias Ignatius S. W. Nielsen.  Computer-mediated communication and self-awareness - A selective review , 2017, Comput. Hum. Behav..

[38]  N. Vangeepuram,et al.  Use of Focus Groups to Inform a Youth Diabetes Prevention Model. , 2015, Journal of nutrition education and behavior.

[39]  J. Royall,et al.  From Access to Collaboration: Four African Pathologists Profile Their Use of the Internet and Social Media. , 2018, Clinics in laboratory medicine.

[40]  Jason B. Colditz,et al.  Social media use, personality characteristics, and social isolation among young adults in the United States , 2018 .

[41]  S. Gilbertz,et al.  Cultural Theory of Risk as a Heuristic for Understanding Perceptions of Oil and Gas Development in Eastern Montana, USA. , 2017, The extractive industries and society.

[42]  M. V. Costa,et al.  The teacher and the world: A study of cosmopolitanism as education , 2013 .

[43]  Jihoon Kim,et al.  Uses and gratifications of social networking sites for bridging and bonding social capital: A comparison of Facebook, Twitter, Instagram, and Snapchat , 2017, Comput. Hum. Behav..

[44]  Christian Schlereth,et al.  Optimal Product-Sampling Strategies in Social Networks: How Many and Whom to Target? , 2013, Int. J. Electron. Commer..

[45]  Tamara Galkina,et al.  Coopetition as an entrepreneurial process: Interplay of causation and effectuation , 2017 .

[46]  Tamsin Haggis.  Constructing Images of Ourselves? A Critical Investigation into 'Approaches to Learning' Research in Higher Education , 2003 .

[47]  P. Raghavendra,et al.  "I like talking to people on the computer": Outcomes of a home-based intervention to develop social media skills in youth with disabilities living in rural communities. , 2018, Research in developmental disabilities.

[48]  A. Sacker,et al.  Social Media Use and Adolescent Mental Health: Findings From the UK Millennium Cohort Study , 2018, EClinicalMedicine.

[49]  Margareta Ackerman,et al.  To Cluster, or Not to Cluster: An Analysis of Clusterability Methods , 2018, Pattern Recognit..

[50]  Yan Li,et al.  Integrating MOOC and Flipped Classroom Practice in a Traditional Undergraduate Course: Students' Experience and Perceptions , 2015, Int. J. Emerg. Technol. Learn..

[51]  Lu Lu,et al.  Homogeneity versus heterogeneity of cultural values: An item-response theoretical approach applying Hofstede's cultural dimensions in a single nation , 2015 .

[52]  Princely Ifinedo,et al.  Applying uses and gratifications theory and social influence processes to understand students' pervasive adoption of social networking sites: Perspectives from the Americas , 2016, Int. J. Inf. Manag..

[53]  Xingshe Zhou,et al.  Characterizing Social Interaction in Tobacco-Oriented Social Networks: An Empirical Analysis , 2015, Scientific Reports.

[54]  Justin W. Patchin,et al.  Cyberbullying Prevention and Response , 2011 .

[55]  Sherri L. Jackson.  Research Methods and Statistics: A Critical Thinking Approach , 2005 .

[56]  Wingyan Chung,et al.  Dissecting emotion and user influence in social media communities: An interaction modeling approach , 2020, Inf. Manag..

[57]  Banu Terzi,et al.  Factors affecting nursing and midwifery students' attitudes toward social media. , 2019, Nurse education in practice.

[58]  Christian V. Baccarella,et al.  Social media? It's serious! Understanding the dark side of social media , 2018, European Management Journal.

[59]  W. Bublitz,et al.  Pragmatics of Social Media , 2017 .

[60]  Bruce W. Hardy,et al.  The moderating role of age in the relationship between social media use and mental well-being: An analysis of the 2016 General Social Survey , 2018, Comput. Hum. Behav..

[61]  Hongxiu Li,et al.  Understanding the effects of gratifications on the continuance intention to use WeChat in China: A perspective on uses and gratifications , 2018, Comput. Hum. Behav..

[62]  Noawanit Songkram,et al.  A Proposed Model of Problem-based Learning on Social Media in Cooperation with Searching Technique to Enhance Critical Thinking of Undergraduate Students , 2015 .

[63]  Jooyoung Kim,et al.  Experiencing motivational conflict on social media in a crisis situation: The case of the Chick-fil-A same-sex marriage controversy , 2017, Comput. Hum. Behav..

[64]  Scott A. DeWaelsche.  Critical thinking, questioning and student engagement in Korean university English courses , 2015 .

[65]  Paul M. Leonardi,et al.  The Social Media Revolution: Sharing and Learning in the Age of Leaky Knowledge , 2017, Inf. Organ..

[66]  J. Chukwuere,et al.  The impact of social media on social lifestyle: a case study of University female students , 2017 .

[67]  A. Close.  Online consumer behavior: Theory and research in social media, advertising, and e-tail , 2012 .

[68]  J. Horsley,et al.  The role of social media on positive youth development: An analysis of 4-H Facebook page and 4-H'ers' positive development , 2017 .

[69]  B. Stein,et al.  Depressed adolescents' positive and negative use of social media. , 2017, Journal of adolescence.

[70]  Osman M. Karatepe,et al.  Do Gender and Prior Experience Moderate the Factors Influencing Attitude toward Using Social Media for Festival Attendance? , 2018, Sustainability.

[71]  Margaret Anne Carter.  Protecting Oneself from Cyber Bullying on Social Media Sites – a Study of Undergraduate Students , 2013 .

[72]  Broderick Crawford,et al.  Social Computing and Social Media. User Experience and Behavior , 2018, Lecture Notes in Computer Science.

[73]  Kostas E. Psannis,et al.  Social networking data analysis tools & challenges , 2016, Future Gener. Comput. Syst..

[74]  Panos Panagiotopoulos,et al.  Beyond positive or negative: Qualitative sentiment analysis of social media reactions to unexpected stressful events , 2016, Comput. Hum. Behav..

[75]  Nathalie Sick,et al.  Assessing value creation in digital innovation ecosystems: A Social Media Analytics approach , 2018, J. Strateg. Inf. Syst..

[76]  C. Bail.  Taming Big Data , 2017 .

[77]  D. Knoke.  Understanding Social Networks: Theories, Concepts, and Findings , 2013 .

[78]  Janice Penni,et al.  The future of online social networks (OSN): A measurement analysis using social media tools and application , 2017, Telematics Informatics.

[79]  Harikesh S. Nair,et al.  Asymmetric Social Interactions in Physician Prescription Behavior: The Role of Opinion Leaders , 2008 .

[80]  E C Hedberg,et al.  The power of a paired t-test with a covariate. , 2015, Social science research.

[81]  Jonathan Intravia,et al.  Investigating the relationship between social media consumption and fear of crime: A partial analysis of mostly young adults , 2017, Comput. Hum. Behav..

[82]  D. Kaufer,et al.  Bringing Social Media to the Writing Classroom: Classroom Salon , 2011 .

[83]  J. Malcolm,et al.  Bridging Pedagogic Gaps: Conceptual discontinuities in higher education , 2001 .

[84]  Jie Gu,et al.  Privacy concerns for mobile app download: An elaboration likelihood model perspective , 2017, Decis. Support Syst..

[85]  Anjala S. Krishen,et al.  The pursuit of virtual happiness: Exploring the social media experience across generations , 2017, Journal of Business Research.

[86]  D. Murthy,et al.  Social media processes in disasters: Implications of emergent technology use. , 2017, Social science research.

[87]  B. Longo.  Using Social Media for Collective Knowledge-Making: Technical Communication Between the Global North and South , 2014 .

[88]  Laura Malita.  Social media time management tools and tips , 2011, WCIT.

[89]  Saeed Ahmad,et al.  Association of demographics, motives and intensity of using Social Networking Sites with the formation of bonding and bridging social capital in Pakistan , 2016, Comput. Hum. Behav..

[90]  Daniel B. le Roux,et al.  In-lecture media use and academic performance: Does subject area matter? , 2017, Comput. Hum. Behav..

[91]  F. Yusop,et al.  The Use of Social Media Technologies among Malaysian Youth , 2013 .

[92]  L. Salmerón,et al.  The development of adolescents' comprehension-based Internet reading activities , 2018 .

[93]  N. Jahan,et al.  Nexus of Electronic Word-Of-Mouth to Social Networking Sites: A Sustainable Chatter of New Digital Social Media , 2019, Sustainability.

[94]  Ofir Turel,et al.  Time distortion when users at-risk for social media addiction engage in non-social media tasks. , 2018, Journal of psychiatric research.

[95]  Katrina R. Bloch,et al.  Framing same-sex marriage: Media constructions of California's Proposition 8 , 2014 .

[96]  Peerayuth Charoensukmongkol,et al.  Social media use for CRM and business performance satisfaction: The moderating roles of social skills and social media sales intensity , 2017 .

[97]  Suzanne Zyngier,et al.  Using ERG Theory as a Lens to Understand the Sharing of Academic Tacit Knowledge: Problems and Issues in Developing Countries – Perspectives from Vietnam , 2014 .

[98]  Jialiang Huang,et al.  Timing of web personalization in mobile shopping: A perspective from Uses and Gratifications Theory , 2018, Comput. Hum. Behav..

[99]  Ádám Nagy,et al.  Online youth work and eYouth — A guide to the world of the digital natives , 2011 .

[100]  G. Jasso,et al.  How impartial are the observers of justice theory? , 2019, Social science research.

[101]  S. Valenzuela.  Unpacking the Use of Social Media for Protest Behavior , 2013 .

[102]  Susan L. Hotle,et al.  The evolution of low-cost Carrier operational strategies pre- and post-recession , 2018, Journal of Air Transport Management.

[103]  Noah E. Friedkin,et al.  A Structural Theory of Social Influence: List of Tables and Figures , 1998 .

[104]  T. C. Edwin Cheng,et al.  Who are likely to build strong online social networks? The perspectives of relational cohesion theory and personality theory , 2018, Comput. Hum. Behav..

[105]  G. Salmon.  Computer Mediated Conferencing for Management Learning at the Open University , 2000 .

[106]  Niklas K. Steffens,et al.  Social cure, what social cure? The propensity to underestimate the importance of social factors for health. , 2018, Social science & medicine.

[107]  Bin Wang,et al.  How attachment influences users' willingness to donate to content creators in social media: A socio-technical systems perspective , 2017, Inf. Manag..

[108]  Digital Broadcasting: an introduction to new media , 2016 .

[109]  Jin Mao,et al.  Social media for learning: A mixed methods study on high school students' technology affordances and perspectives , 2014, Comput. Hum. Behav..

[110]  T. Ceranoglu.  Inattention to Problematic Media Use Habits: Interaction Between Digital Media Use and Attention-Deficit/Hyperactivity Disorder. , 2018, Child and adolescent psychiatric clinics of North America.

[111]  Price dynamics, social networks and communication , 2017 .

[112]  Jing Wang,et al.  Modeling Choice Interdependence in a Social Network , 2013, Mark. Sci..

[113]  M. Jackson.  Utilizing attribution theory to develop new insights into tourism experiences , 2019, Journal of Hospitality and Tourism Management.

[114]  Earl R. Babbie,et al.  The Basics Of Social Research , 1998 .

[115]  M. Ravishankar,et al.  The role of frames and cultural toolkits in establishing new connections for social media innovation , 2017, Technological Forecasting and Social Change.

[116]  B. Russell,et al.  Computer-mediated parenting education: Digital family service provision , 2016 .

[117]  Ben L. Marder,et al.  The social media balancing act: Testing the use of a balanced self-presentation strategy for politicians using twitter , 2017, Comput. Hum. Behav..

[118]  Stephen V. Shepherd,et al.  Functional Networks for Social Communication in the Macaque Monkey , 2018, Neuron.

[119]  T. V. Pollet,et al.  Perceived group cohesion versus actual social structure: A study using social network analysis of egocentric Facebook networks. , 2018, Social science research.

[120]  Constance Elise Porter,et al.  Cultivating Trust and Harvesting Value in Virtual Communities , 2008, Manag. Sci..

[121]  Christopher G. Reddick,et al.  Social media adoption at the American grass roots: Web 2.0 or 1.5? , 2013, Gov. Inf. Q..

[122]  Caspar J. van Lissa,et al.  Narcissistic adolescents' attention-seeking following social rejection: Links with social media disclosure, problematic social media use, and smartphone stress , 2019, Comput. Hum. Behav..

[123]  Hsuan-Ting Chen,et al.  The contribution of mobile social media to social capital and psychological well-being: Examining the role of communicative use, friending and self-disclosure , 2017, Comput. Hum. Behav..

[124]  Ahreum Hong,et al.  Does social media use really make people politically polarized? Direct and indirect effects of social media use on political polarization in South Korea , 2018, Telematics Informatics.

[125]  Ward van Zoonen,et al.  Understanding the consequences of public social media use for work , 2017 .

[126]  Florian Probst,et al.  Dynamic effects of user- and marketer-generated content on consumer purchase behavior: Modeling the hierarchical structure of social media websites , 2018, Decis. Support Syst..

[127]  Hing Kai Chan,et al.  A multi-group analysis of social media engagement and loyalty constructs between full-service and low-cost carriers in Hong Kong , 2018, Journal of Air Transport Management.

[128]  S. Arabia,et al.  Perceptions of Social Media Impact on Students' Social Behavior: A Comparison between Arts and Science Students , 2015 .

[129]  Vidhyacharan Bhaskar,et al.  Mining crisis information: A strategic approach for detection of people at risk through social media analysis , 2018 .

[130]  Jaffar Abbas,et al.  The moderating role of social support for marital adjustment, depression, anxiety, and stress: Evidence from Pakistani working and nonworking women. , 2019, Journal of affective disorders.

[131]  Soo K. Kang,et al.  Support of marijuana tourism in Colorado: A residents’ perspective using social exchange theory , 2018, Journal of Destination Marketing & Management.