Impact of Artificial Intelligence, Smart Learning and Belief About Future on Academic Performance & Moderating Effect of Desire for Knowledge

• Liang Hu ^[1] ; Wenmin Xiao ^[1] ; Wenxi Zhu ^[1] ; Lihua Zhu ^[2] ; Yueting HU ^[2]
  1. [1] School of Foreign Studies, Hunan First Normal University
  2. [2] School of Foreign Languages Hunan University of Technology and Business
• Localización: Profesional de la información, ISSN-e 1699-2407, ISSN 1386-6710, Vol. 33, Nº 4, 2024
• Idioma: inglés
• DOI: 10.3145/epi.2024.ene.0418
• Enlaces
  • Texto completo
• Resumen

  • In the modern education system, using artificial intelligence and smart learning techniques has become vital for students' academic success. This research examines the direct impact of smart learning, artificial intelligence, and beliefs about the future on academic performance. It further investigates whether the desire for knowledge mediates the relationships between these variables. A structural questionnaire was designed using the existing literature, and data was collected through face-to-face distribution. The respondents have diversified demographic dimensions for which a sample of 317 was empirically tested with the help of MS-Excel and Smart PLS version 4. The results signify the following output: (1) artificial intelligence, desire for knowledge, and smart learning promote the academic performance of the study. (2) Desire for knowledge fully mediates the relationship between smart learning and academic performance and between beliefs about the future and academic performance, respectively. A comprehensive list of policy recommendations is also provided.

• Referencias bibliográficas
  • Afthanorhan, Asyraf; Ghazali, Puspa Liza; Rashid, Norfadzilah. (2021). "Discriminant validity: A comparison of CBSEM and consistent PLS...
  • Al-Marghilani, Abdulsamad. (2022). "Artificial Intelligence-Enabled Cyberbullying-Free Online Social Networks in Smart Cities". International...
  • Alamri, Mahdi M; Almaiah, Mohammed Amin; Al-Rahmi, Waleed Mugahed. (2020). "Social Media Applications Affecting Students’ Academic Performance:...
  • Ali, Faizan; Nair, Pradeep Kumar; Hussain, Kashif. (2016). "An assessment of students' acceptance and usage of computer supported...
  • Allal-Chérif, Oihab; Aránega, Alba Yela; Sánchez, Rafael Castaño. (2021). "Intelligent recruitment: How to identify, select, and retain...
  • Alqahtani, Tariq; Badreldin, Hisham A; Alrashed, Mohammed; Alshaya, Abdulrahman I; Alghamdi, Sahar S; bin Saleh, Khalid; Alowais, Shuroug...
  • Alturki, Sarah; Cohausz, Lea; Stuckenschmidt, Heiner. (2022). "Predicting Master’s students’ academic performance: an empirical study...
  • André, Quentin; Carmon, Ziv; Wertenbroch, Klaus; Crum, Alia; Frank, Douglas; Goldstein, William; Huber, Joel; Van Boven, Leaf; Weber, Bernd;...
  • Arunachalam, A S; Velmurugan, T. (2018). "Analyzing student performance using evolutionary artificial neural network algorithm". International...
  • Bays, Harold Edward; Fitch, Angela; Cuda, Suzanne; Gonsahn-Bollie, Sylvia; Rickey, Elario; Hablutzel, Joan; Coy, Rachel; Censani, Marisa....
  • Becker, Marco; Eigenfeld, Roland; Kerpes, Thomas. (2023). "Understanding the commercialization of intellectual property patents in Europe:...
  • Beerbaum, Dirk. (2023). "Generative Artificial Intelligence (GAI) with Chat GPT for Accounting–a business case". Available at SSRN...
  • Biwer, Felicitas; de Bruin, Anique; Persky, Adam. (2023). "Study smart–impact of a learning strategy training on students’ study behavior...
  • Boahene, Kingsley Osei; Fang, Jiaming; Sampong, Frank. (2019). "Social Media Usage and Tertiary Students’ Academic Performance: Examining...
  • Boer, Maartje; Stevens, Gonneke W J M; Finkenauer, Catrin; de Looze, Margaretha E; van den Eijnden, Regina J J M. (2021). "Social media...
  • Bulmer, M G. (1979). "Statistical Inference." In: Principles of Statistics, pp. 165-187. New York: Dover.
  • Chango, Wilson; Cerezo, Rebeca; Romero, Cristóbal. (2021). "Multi-source and multimodal data fusion for predicting academic performance...
  • Chassignol, Maud; Khoroshavin, Aleksandr; Klimova, Alexandra; Bilyatdinova, Anna. (2018). "Artificial Intelligence Trends in Education:...
  • Chen, Ching-Fu. (2008). "Investigating structural relationships between service quality, perceived value, satisfaction, and behavioral...
  • Cheung, Gordon W; Cooper-Thomas, Helena D; Lau, Rebecca S; Wang, Linda C. (2024). "Reporting reliability, convergent and discriminant...
  • Dimitriadou, Eleni; Lanitis, Andreas. (2023). "A critical evaluation, challenges, and future perspectives of using artificial intelligence...
  • Dirgiatmo, Yong. (2023). "Testing The Discriminant Validity and Heterotrait–Monotrait Ratio of Correlation (HTMT): A Case in Indonesian...
  • dos Santos, Patricia Mendes; Cirillo, Marcelo Ângelo. (2023). "Construction of the average variance extracted index for construct validation...
  • Embarak, Ossama H. (2022). "Internet of Behaviour (IoB)-based AI models for personalized smart education systems". Procedia Computer...
  • Grover, Purva; Kar, Arpan Kumar; Dwivedi, Yogesh K. (2022). "Understanding artificial intelligence adoption in operations management:...
  • Hair, Joseph; Alamer, Abdullah. (2022). "Partial Least Squares Structural Equation Modeling (PLS-SEM) in second language and education...
  • Hastuti, Asih Puji; Yuniawati, Ria; Sutanti, Siti. (2023). "The Influence of Self-Leadership and Professional Competence on Teacher Performance"....
  • Hilkenmeier, Frederic; Bohndick, Carla; Bohndick, Thomas; Hilkenmeier, Johanna. (2020). "Assessing Distinctiveness in Multidimensional...
  • Hill, Janette R; Song, Liyan; West, Richard E. (2009). "Social Learning Theory and Web-Based Learning Environments: A Review of Research...
  • Hu, Bo; Mao, Yuanyi; Kim, Ki Joon. (2023). "How social anxiety leads to problematic use of conversational AI: the roles of loneliness,...
  • Hulland, John. (1999). "Use of partial least squares (PLS) in strategic management research: A review of four recent studies". Strategic...
  • Islam, A. K. M. Najmul. (2013). "Investigating e-learning system usage outcomes in the university context". Computers & Education,...
  • Jia, Shengqiang; Khassawneh, Osama; Mohammad, Tamara; Cao, Yanmin. (2024). "Knowledge-oriented leadership and project employee performance:...
  • Kaliisa, Rogers; Rienties, Bart; Mørch, Anders I; Kluge, Anders. (2022). "Social learning analytics in computer-supported collaborative...
  • Kim, Hye Jeong; Jang, Hwan Young. (2015). "Factors influencing students' beliefs about the future in the context of tablet-based interactive...
  • Koyuturk, Cansu; Yavari, Mona; Theophilou, Emily; Bursic, Sathya; Donabauer, Gregor; Telari, Alessia; Testa, Alessia; Boiano, Raffaele; Gabbiadini,...
  • Lee, Silvia Wen-Yu; Hsu, Ying-Tai; Cheng, Kun-Hung. (2022). "Do curious students learn more science in an immersive virtual reality environment?...
  • Ma, Xiaoyue; Huo, Yudi. (2023). "Are users willing to embrace ChatGPT? Exploring the factors on the acceptance of chatbots from the perspective...
  • Martinez-Perez, Clara; Alvarez-Peregrina, Cristina; Villa-Collar, Cesar; Sánchez-Tena, Miguel Ángel. (2020). "Current State and Future...
  • Muro, Anna; Soler, Joaquim; Cebolla, Ausias; Cladellas, Ramon. (2018). "A positive psychological intervention for failing students: Does...
  • Naser, S. Abu; Zaqout, Ihab; Ghosh, Mahmoud Abu; Atallah, Rasha; Alajrami, Eman. (2015). "Predicting Student Performance Using Artificial...
  • Ouyang, Fan; Wu, Mian; Zheng, Luyi; Zhang, Liyin; Jiao, Pengcheng. (2023). "Integration of artificial intelligence performance prediction...
  • Pang, Hua. (2024). "Determining the influence of depressive mood and self-disclosure on problematic mobile app use and declined educational...
  • Parsaoran, Edward Leonard; Hartono, Sri. (2023). "Analysis of Consumer Behavior Purchasing Drugs in the Regional Pharmacy of Bekasi Timur"....
  • Rasoolimanesh, S. Mostafa. (2022). "Discriminant validity assessment in PLS-SEM: A comprehensive composite-based approach". Data Analysis...
  • Ray, Partha Pratim. (2023). "ChatGPT: A comprehensive review on background, applications, key challenges, bias, ethics, limitations and...
  • Salas-Pilco, Sdenka Zobeida; Yang, Yuqin. (2022). "Artificial intelligence applications in Latin American higher education: a systematic...
  • Samaha, Maya; Hawi, Nazir S. (2016). "Relationships Among Smartphone Addiction, Stress, Academic Performance, and Satisfaction With Life"....
  • Sánchez-Reina, Roberto; Theophilou, Emily; Ognibene, Dimitri; Hernández-Leo, Davinia. (2023). "Shall we rely on bots? Students’ adherence...
  • Seo, Ji-Hye; Jeong, Jong-Pil; Choi, Eun-Ju. (2016). "The Effects of Smart Learning on the Academic Performance of Pediatric Nursing Education"....
  • Shahzad, Muhammad Farrukh; Xu, Shuo; Lim, Weng Marc; Yang, Xingbing; Khan, Qasim Raza. (2024a). "Artificial intelligence and social media...
  • Shahzad, Muhammad Farrukh; Xu, Shuo; Lim, Weng Marc; Yang, Xingbing; Khan, Qasim Raza. (2024b). "Artificial intelligence and social media...
  • Tlili, Ahmed; Shehata, Boulus; Adarkwah, Michael Agyemang; Bozkurt, Aras; Hickey, Daniel T; Huang, Ronghuai; Agyemang, Brighter. (2023). "What...
  • Tomporowski, Phillip D; Davis, Catherine L; Miller, Patricia H; Naglieri, Jack A. (2008). "Exercise and Children’s Intelligence, Cognition,...
  • Tsai, Meng-Lin; Ong, Chong Wei; Chen, Cheng-Liang. (2023). "Exploring the use of large language models (LLMs) in chemical engineering...
  • West, S. G.; Finch, J. F.; Curran, P. J. (1995). "Structural Equation Models with Nonnormal Variables: Problems and Remedies." In:...
  • Whelan, Eoin; Golden, Willie; Tarafdar, Monideepa. (2022). "How technostress and self-control of social networking sites affect academic...
  • Whelan, Eoin; Islam, AKM Najmul; Brooks, Stoney. (2020). "Applying the SOBC paradigm to explain how social media overload affects academic...
  • Yu, Angela Yan; Tian, Stella Wen; Vogel, Douglas; Kwok, Ron Chi-Wai. (2010). "Can learning be virtually boosted? An investigation of online...
  • Yu, Hao. (2023). "Reflection on whether Chat GPT should be banned by academia from the perspective of education and teaching". Frontiers...
  • Yu, Hao; Guo, Yunyun. (2023). "Generative artificial intelligence empowers educational reform: current status, issues, and prospects"....
  • Yusoff, Ahmad Shidki Mat; Peng, Fan Siong; Abd Razak, Fahmi Zaidi; Mustafa, Wan Azani. (2020). "Discriminant Validity Assessment of Religious...
  • Zang, Juanjuan; Kim, Youngsoon; Dong, Jihe. (2022). "New evidence on technological acceptance model in preschool education: Linking project-based...
  • Zawacki-Richter, Olaf; Marín, Victoria I; Bond, Melissa; Gouverneur, Franziska. (2019). "Systematic review of research on artificial intelligence...
  • Zhao, Xi; Li, Na. (2023). "Biological Genomics-Driven Pathway Analysis in Modern Nursing". Journal of Commercial Biotechnology, v....