A Combined Model for Prediction of Financial Software Learning Rate based on the Accounting Students’ Characteristics
Subject Areas : Multi-Criteria Decision Analysis and its Application in Financial ManagementBahareh Banitalebi Dehkordi 1 , Hamed Samarghandi 2 , Sara Hosseinzadeh Kassani 3 , Hamidreza malekhossini 4
1 - Department of Accounting, Shahrekord branch, Islamic Azad University, Shahrekord, Iran
2 - Department of Finance and Management Science, Edwards School of Business, University of Saskatchewan, Saskatoon, SK, Canada
3 - Department of Computer Science, University of Saskatchewan, Saskatoon, SK, Canada
4 - Department of Accounting, Shahrekord Branch, Islamic Azad University, Shahrekord, Iran
Keywords:
Abstract :
[1] Abraham, A., The need for the integration of emotional intelligence skills in business education. Business Renaissance Quarterly, 2006, 1(3), P. 65-80.
[2] Albrecht, W.S., and Sack, R.J., Accounting Education: Changing the Course through a Perilous Future. Accounting Education Series, American Accounting Association, Saratosa., 16. Doi:10.4236/ojacct.2016.52002.
[3] AL-Qadri, A.B., Zhao, W., Emotional intelligence and students' academic achievement. Problems of Education in the 21st Century, 2021, P. 79 (3), 2000-2021. Doi: 10.33225/pec/21.79.360.
[4] Amado-Alonso, D., León-del-Barco, B., Mendo-Lázaro, S., Sánchez-Miguel, P., Iglesias Gallego, D., Emotional intelligence and the practice of organized physical-sport activity in children, Sustainability, 2019, 11(6). Doi: 10.3390/su11061615.
[5] Association to Advance Collegiate Schools of Business (AACSB)., Eligibility procedures and accreditation standards for business accreditation, 2010.
[6] Baron, R. M., The Bar-On model of emotional-social intelligence (ESI). Psicothema, 2006, 18(1), P.13-25. Doi: 0214-9915.
[7] Bauer, R., Kahavi, R., An Emprical Comparison of Voting Classification Algorithms: Baggin,Boosting,and Variant. Machine Learning, 1999, 36, P.105-139. Doi: 10.1023/A:1007515423169.
[8] Beck, J., Halim. H., Undergraduate internships in accounting: What and how do Singapore interns learn from experience? Accounting Education: An International Journal, 2008, 17(2), P.151–172. Doi: 10.1080/09639280701220277.
[9] Becker, D., Pernsteiner, A., Drum, D., The roles of technology acceptance and computer learner aptitude on accounting student learning achievement with IDEA software, International Journal of Learning Technology, 2017. 11(4), P. 270-284.
[10] Boulianne, E., Impact of accounting software utilization on students' knowledge acquisition, Journal of Accounting and Organizational Change, 2014, 10(1), P. 22-48. Doi:10.1108/JAOC-12-2011-0064.
[11] Chamizo-Gonzalez, J., Cano-Montero, E., Urquia-Grande, E., Muñoz-Colomina, C., Educational data mining for improving learning outcomes in teaching accounting within higher education, The International Journal of Information and Learning Technology, 2015, 32(5), P. 272-285. Doi: 10.1108/IJILT-08-2015-0020.
[12] Cianciolo, A., T., Sternberg, R., Intelligence: A Brief History. Blackwell Brief Histories of Psychology: Oxford, UK: Blackwell Publishing, 2004, Doi: 10.1002/jhbs.20226
[13] Ciarrochi, J., Frank P Deane, F., Anderson, S., Emotional intelligence moderates the relationship between stress and mental health. Personality and Individual Differences, 2002, 32(2), P.197-209. Doi:10.1016/S0191-8869 (01)00012-5.
[14] Cook, G., Bay, D., Visser, B., E., J., Myburgh, J., Njoroge, J., Emotional Intelligence: The Role of Accounting Education and Work Experience. Accounting Education, 2011, 26(2), P. 267–286. Doi: 10.2308/IACE-10001.
[15] Daff, L., Lange, P., Jackling, B., A Comparison of Generic Skills and Emotional Intelligence in Accounting Education, Accounting Education, 2012, 24(3), P. 627–645. Doi: 10.2308/iace-50145.
[16] Davoodi Kasbi, A., Dadashi, I., Azinfar, K., Stock price analysis using machine learning method (Non-sensory-parametric backup regression algorithm in linear and nonlinear mode), Advances in Mathematical Finance and Applications, 2021, 6(2,), P. 285-301. Doi: 10.22034/amfa.2019.1869838.1232
[17] Doaei, M., Mirzaei, S.A., Rafigh, M., Hybrid Multilayer Perceptron Neural Network with Grey Wolf Optimization for Predicting Stock Market Index, Advances in Mathematical Finance and Applications, 2021, 6(4,), P. 883-894. Doi: 10.22034/amfa.2021.1903474.1452
[18] Doornekamp, B. G., Streumer, J., Sanden, J. M. M., Teurlings, C. C. J., Integration of practice and theory in pre-vocational secondary education, International journal of vocational education and training, 2002, 10(1), P.5-20.
[19] Goleman, D., Children, Parental Guidance, and Emotional Intelligence, The Responsive Community: Rights and Responsibilities, 1995, 5(4), 49.
[20] Goleman, D., Prologue: educating people to be emotionally and socially intelligent: research paper, Perspectives in Education, 2003, 21(4), P. 1-2.
[21] Gumus, M., KiranCrude, M. S., Oil price forecasting using XGBoost, Paper presented at the International Conference on Computer Science and Engineering, 2017, Doi: 10.1109/UBMK.2017.8093500.
[22] Hryshko, A., Downs, T., Development of Machine Learning Software for High Frequency Trading in Financial Markets, Business Applications and Computational Intelligence, 2006, 20, P.406-430. Doi:10.4018/978-1-59140-702-7.ch020.
[23] Humphrey, R., Beard, D., Faculty perceptions of online homework software in accounting education, Journal of Accounting Education, 2014, 32(3), P.238-258. Doi: 10.1016/j.jaccedu.2014.06.001.
[24] Lyons, J., Schneider, R., The influence of emotional intelligence on performance, Personality and Individual Differences, 2005, 39(4), P. 693-703.
[25] Martins, A., Ramalho, N., Morin, E., A comprehensive meta-analysis of the relationship between Emotional Intelligence and health. Personality and Individual Differences, 2010, 49(6), P.554-564. Doi: 10.1016/j.paid.2010.05.029
[26] Mayer, J., D., & Salovey, P., The intelligence of emotional intelligence. Intelligence, 1993, 17(4), P. 433-442. Doi: 10.1016/0160-2896 (93)90010-3.
[27] Mayer, J. D., Salovey, P., Emotional intelligence and the construction and regulation of feelings, Applied and Preventative Psychology, 1995, 4, P. 197 − 208. Doi: 10.1016/S0962-1849 (05)80058-7.
[28] Mikolajczak, M., Olivier Luminet, O., Trait emotional intelligence and the cognitive appraisal of stressful events: An exploratory study, Personality and Individual Differences, 2008, 44(7), P. 1445 −1453. Doi: 10.1016/j.paid.2007.12.012.
[29] O'Connor, D., Myers, J., Ignatian Values in Business and Accounting Education: Towards the Formation of Ethical Leathership, Journal of Business and Educational Leadership, 2018. 1(1), P. 124-136.
[30] Razeghi, S., Sargeran, K., Fathi, F., Ahmadian, M., Emotional Intelligence and Academic Performance of Iranian Senior Dental Students, Journal of Iranian Dental Association (JIDA), 2021, 33(1), P.2001-2021.
[31] Saklofske, D., Austin, E., Mastoras, S., Beaton, L., Osborne, S., Relationships of Personality, Affect, Emotional Intelligence and Coping with Student Stress and Academic Success: Different Patterns of Association for Stress and Success, Learning and Individual Differences, 2012, 22(2), P. 251-257. Doi: 10.1016/j.lindif.2011.02.010.
[32] Samad, S., The Influence of Emotional Intelligence on Effective Leadership Among Managers in Malaysian Business Organizations, The Business Review, Cambridge, 2009, 13(1), 164.
[33] Schleifer, L. L. F., R.B., D., Metacognition and performance in the accounting classroom, Accounting Education, 2009, 24(3), P. 339–367. Doi: https://www.proquest.com/docview/210916327#.
[34] Sternberg, R., Wisdom and Education. Gifted Education Interactional, 2003, 17, P.233-248, Doi: 10.1177/026142940301700304.
[35] Thomas, G., Fabio, S., Reinhard, P., Kou, M., Andrew J, E., Intraindividual relations between achievement goals and discrete achievement emotions: An experience sampling approach, Learning and Instruction, 2016, 41, P. 115-125. Doi: 10.1016/j.learninstruc.2015.10.007.
[36] Wallace, P., Clariana, R., Perception versus Reality – Determining Business Students’ Computer Literacy Skills and Need for Instruction in Information Concepts and Technology, Journal of Information Technology Education, 2005, 4, P. 141-150. Doi:10.28945/269.
[37] Williams, K. M., Paulhus, D. L., Hare.R.D., Capturing the four-factor structure of psychopathy in college students via self-report. Journal of Personality Assessment, 2007, 88, P. 205-219. Doi: 10.1080/00223890701268074.
[38] Williams, M. L., Mac Parthaláin, N., Brewer, P., James, W. P. J., & Rose, M. T., A novel behavioral model of the pasture-based dairy cow from GPS data using data mining and machine learning techniques. Journal of Dairy Science, 2016, 3(99). P. 2063-2075. Doi: 10.3168/jds.2015-10254.
[39] Yousefi, M. R., Mousavi, S. H., Mehregan, N., Presentation of a Mathematical Model for Optimal Portfolio in the Form of a Dynamic Stochastic General Equilibrium Model for Economy of Iran: Advances in Mathematical Finance and Applications, Journal of Dairy Science, 2022, 7(1), P. 1-16. Doi: 10.22034/amfa.2020.1884853.1338 2063-2075.
[40] Zhang, D., Xie, H., He, Z., Wei, Z., & Gu, R., Emotional intelligence moderates the relationship between regional gray matter volume in the bilateral temporal pole and critical thinking disposition. Brain Imaging and Behavior, 2018. 12(2), P. 488-498. Doi: 10.1007/s11682-017-9701-3.