AI COUNSELLING TECHNIQUE: ENHANCING STRESS MANAGEMENT AMONG ENGINEERING STUDENTS WITH PHYSICAL DISABILITY
Abstract
Engineering studies can negatively impact the academic performance and mental health of those with physical disabilities. The impact of Artificial intelligence (AI) counselling technique on stress management of engineering students with physical disability was explored. There’s a dearth of research relating to AI counselling technique and students with physical disabilities. The pretest posttest control group quasi-experimental research design was adopted. Six hypotheses guided the study. Participants were 98 physically challenged engineering students selected across ten institutions of higher learning in Nigeria. Experimental groups and the Control group were all pretested using self-designed Perceived Stress Level Scale (PSLS). The experimental group was treated with AI-enhanced counselling for 5 weeks while the control group was exposed to conventional counselling. Then subjected to PSLS. Percentage, mean, standard deviation and analysis of covariance (ANCOVA) were used. Findings were a significant main effect of AI counseling technique on stress management (F-ratio (1, 97) = 7.235), a significant main effect of level of study on stress management (F-ratio (2, 98) = 4.409). A significant interaction effect of level of student and AI counseling technique on the stress management (F-ratio (2, 96)=5.352) no significant interaction effect of gender, level of study and AI counseling technique was found (F-ratio (3, 95) =1.274). Incorporating AI counseling technique for managing stress was recommended.
Keywords: AI counseling, stress management, engineering students, physical disability.
REFERENCES
Aamlid, C., & Brownfield, K. (2019). We are not different; we just sit: A case study of the lived experiences of five college students in wheelchairs. Journal of Ethnographic & Qualitative Research, 13(3), 155-168.
Arger, K. (2023). 4 AI therapy options reviewed: Do they work? Forbes Health: https://www.forbes.com/health/mind/ai- therapy/
Bouhouita-Guermech, S., Gogognon, P., & Bélisle-Pipon, J. C. (2023). Specific challenges posed by artificial intelligence in research ethics. Front Artif Intell, 6(6), 1149082. doi: 10.3389/frai.2023.1149082..PMID: 37483869
Brisson, J., Bélisle-Pipon, J. C., & Ravitsky, V. J. (2023). Investigating the influence of artificial intelligence on adolescent health: An urgent call to action. Adolesc Health, 73(4),795. doi: 10.1016/j.jadohealth. 06.002. PMID: 37716717
Brown, A. (2021). 62 stress management techniques, strategies & activities. Retrieved from https://positivepsychology.com/stress-management-techniques-tips-burn-out/#techniques-stress-management
Clavijo-Castillo, R. G., & Bautista-Cerro, M. J. (2020). Inclusive education. Analysis and reflections in Ecuadorian higher education. ALTERIDAD. Revista de Educación, 15(1), 113–124.
Davies, H. C., Eynon, R., & Salveson, C. (2020). The mobilization of AI in education: A bourdieusean field analysis. Sociology, available at https://doi:org/10.1177/0038038520967888.
Dwivedi, Y. K., Hughes, L., Ismagilova, E., Aarts, G., Coombs, C., Crick, T., & Williams, M. D. (2021). Artificial intelligence (AI): Multidisciplinary perspectives on emerging challenges, opportunities, and agenda for research, practice, and policy. International Journal of Information Management, 57, 101994. https://doi.org/10.1016/j.ijinfomgt.2019.08.002
Frye, B. (2022). Should using an AI text generator to produce academic writing be plagiarism? SSRN 2022; published online Dec 20. https://ssrn.com/abstract=4292283 (preprint).
Gaskin, C. J., Imms, C., R. Dagley, G., Msall, M. E., & Reddihough, D. (2021). Successfully negotiating life challenges: Learnings from adults with cerebral palsy. Qualitative Health Research, 31(12), 2176–2193. https://doi.org/10.1177/10497323211023449
Gibbons, S. (2021). Five stressors in your workplace and how to deal with them. Retrieved from https://www.forbes.com/sites/serenitygibbons/2021/02/18/5-stressors-in-your-workplace-and-how-to-deal-with- them/?sh=79720e8150b8
Gordijn, B., & Have, H. T. (2023). ChatGPT: Evolution or revolution? Medicine, Health Care and Philosophy, 26(1), 1-12.
Gyasi, F., & Yeboah, K. A. (2020). Stress and stress coping strategies among students with disabilities at college of technology education. Journal of Educational Research, 5(4), 36-52.
Odeyemi, O., Awonuga, K. F, Mhlongo, N. Z, Ndubuisi, L. N, Olatoye, F. O., & Daraojimba, A. I. (2024). The role of AI in transforming auditing practices: A global perspective review. World Journal of Advanced Research and Reviews, 21(02), 359–370. DOI: https://doi.org/10.30574/wjarr.2024.21.2.0460
Hadley, W., Hsu, J., Addison, M. A., & Talbot, D. (2020). Marginality and mattering: The experiences of students with learning disabilities on the college campus. In Accessibility and Diversity in Education: Breakthroughs in Research and Practice, 390-403.
Joyce, D. W., Kormilitzin, A., & Smith, K. A. (2023). Explainable artificial intelligence for mental health through transparency and interpretability for understandability. NPJ Digit. Med. 6, 6.
Khare, S., Khare, U., & Chandra, S. (2021). Impact of AI-powered counseling intervention on mental health and stress management of engineering students during the COVID-19 pandemic. International Journal of Educational Technology in Higher Education, 18(1), 1-16.
Khawaja Z, Bélisle-Pipon JC. (2023). Your robot therapist is not your therapist: understanding the role of AI-powered mental health chatbots. Front Digit Health, 8(5), 278186. doi: 10.3389/fdgth.2023.1278186.
Kotera, Y., Chircop, J., & Hutchinson, L. (2021). Loneliness in online students with disabilities: Qualitative investigation for experience, understanding and solutions. International Journal of Educational Technology in Higher Education, 18(1), 64. https://doi.org/10.1186/s41239-021-00301-xt
Liu, X., Zheng, Y., Du, Z., Ding, M., Qian, Y., Yang, Z., & Tang, J. (2021). GPT understands, too. https://doi.org/10.48550/arXiv.2103.10385
Nagar, R., Quirk, H. D., & Anderson, P. L. (2023). User experiences of college students using mental health applications to improve self-care: Implications for improving engagement. Internet Interventions, 34, 100676.
Naznin, T., & Nayak, B, S. (2021). Gender Stereotypes and Their Impact on Women’s Career Progressions from a Managerial Perspective. IIM Kozhikode Society & Management Review 10(2), 192–208. https://doi.org/10.1177/2277975220975513.
Obi, N. C. (2020) Stress and employee productivity in selected manufacturing firms in South-East Nigeria; International Journal of Research and Innovation in Applied Science, 5(12), 54-69.
Odita, A. O. (2023) Stress management strategies and employee performance: An application of correlational research design on manufacturing firms in Edo State, Nigeria; Journal of Economics, Finance and Management Studies, 6(2), 678-690.
Pasquarella & Daley, L. (2021). AI and Gender Bias (Trend Brief). Catalyst, https://www.catalyst.org/research/trend-brief-gender-bias-in-ai/.
Salt, E., & Jahoda, A. (2020). Comparing everyday autonomy and adult identity in young people with and without intellectual disabilities. Journal of Applied Research in Intellectual Disabilities, 33(6), 1318–1327. https://doi.org/10.1111/jar.12751
Silva, B. D. (2022). The potential of artificial intelligence for enhancing psychotherapy and reducing clinical mental health symptoms: A review of the literature. Journal of Mental Health, 31(2), 220-227.
Singh, S., Singh, A., Sharma, L., & Prasad, R. (2021). Impact of online stress management intervention on engineering students during the COVID-19 lockdown. International Journal of Educational Methodology, Research and Development, 1(4), 440-448.
Srivastava, A., Saxena, Y. R., & Baijal, A. (2024). Leveraging AI for enhancing the mental health and well-being of job seeking youth International Research Journal of Modernization in Engineering Technology and Science, 6(01).
Tahir, Z., Thambapillay, S., Yusoff, J. Z., & Rahman, A. S. (2020). Undang-undang Berkenaan orang Kurang Upaya: Satu Analisis Perkembangan Perundangan di Malaysia. The Malaysian Journal of Social Administration, 14(1), 96-114.
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