Assessing Well-being in The Digital Age : A Rasch Model Analysis to Validating Teacher Happiness and Student Mental Health Instruments

Authors

  • Akhmad Syahri Universitas Islam Negeri Mataram, Indonesia http://orcid.org/0000-0002-1106-518X
  • Nimatul Dinawisda Universitas Islam Negeri Mataram, Indonesia
  • Abdullah Abdullah Universitas Islam Negeri Mataram, Indonesia
  • Muhammad Jadid Khadavi Institut Ahmad Dahlan Probolinggo, Indonesia
  • Rika Purnamasari STAI Dr. KHEZ Muttaqien Purwakarta, Indonesia

DOI:

https://doi.org/10.33394/jk.v11i2.14601

Keywords:

Instrument Validation Well-Being, Rasch Model Analysis, Student Mental Health, Teacher Happiness, The Digital Age.

Abstract

This study aims to develop an instrument for measuring teacher happiness and student mental health in the digital era. A descriptive quantitative method with Rasch model analysis was employed, involving 411 teachers, 1,102 State Senior High School students, and State Madrasah Aliyah students in Mataram City, who completed questionnaires distributed through Google Forms. The results indicate that out of 22 teacher happiness items, 16 were found to be fit, with a person reliability value of 0.46, a separation of 0.92, an item reliability of 0.99, a separation of 10.18, and a construct validity of 56%. For student mental health, 25 out of 28 items were fit, with a person reliability value of 0.79, a separation of 1.94, an item reliability of 1.00, a separation of 19.58, and a construct validity of 34%. These findings suggest that the instruments are valid for measuring teacher happiness and student mental health in the digital era. The study implies the need for educational policies supporting teachers' and students' psychological well-being, such as integrating teacher happiness training programs and implementing data-driven digital monitoring of student mental health. Such policies are essential for fostering a healthy and adaptive learning environment in the digital transformation era.

Author Biography

Akhmad Syahri, Universitas Islam Negeri Mataram

manjadda wajada

References

Acton, R., Glasgow, P., Acton, R., & Glasgow, P. (2015). Teacher Wellbeing in Neoliberal Contexts : A Review of the Literature. Australian Journal of Teacher Education, 40(8), 99–114. https://doi.org/http://dx.doi.org/10.14221/ajte.2015v40n8.6

Aelterman, A. (2007). The well-being of teachers in Flanders: The importance of a supportive school culture. Educational Studies, 33(3), 285–298. https://doi.org/10.1080/03055690701423085

Agbesi, S. K. I., Opoku, M. O., & Agbozo, K. G. (2023). Prevalence and Predictors of Occupational Stress among Senior High School Teachers in Ghana. International Journal of Multidisciplinary Studies and Innovative Research, 11(5), 1672. https://doi.org/10.53075/Ijmsirq/0983534647

Agyapong, B., Obuobi-Donkor, G., Burback, L., & Wei, Y. (2022). Stress, Burnout, Anxiety and Depression among Teachers: A Scoping Review. International Journal of Environmental Research and Public Health, 19(17). https://doi.org/10.3390/ijerph191710706

Ardiyanti, D. (2016). Aplikasi Model Rasch pada Pengembangan Skala Efikasi Diri dalam Pengambilan Keputusan Karir Siswa. Jurnal Psikologi, 43(3), 248. https://doi.org/10.22146/jpsi.17801

Asakir, I., & Hidayati, D. (2022). Rasch Model Analysis: Teacher Commitment Indicators by Experts Judgment. International Journal of Educational Management and Innovation, 3(1), 59–73. https://doi.org/10.12928/ijemi.v3i1.5501

Badan Pusat Statistik Indonesia. (2021). Indeks Kebahagiaan 2021. Jakarta: Badan Pusat Statistik RI.

Bambang Sumintono dan Wahyu Widhiarso. (2014). Aplikasi Model Rasch untuk Penelitian Ilmu-Ilmu Sosial (Revisi). Tim Komunikata Publishing House.

Barker, C., & Martin, B. (2010). Dilemmas in Teaching Happiness. Journal of University Teaching and Learning Practice, 6(2), 5–19. https://doi.org/10.53761/1.6.2.2

Bernadowski, C., & Hisle, N. (2023). School personnel perceptions of working conditions during a pandemic: A mixed methods study. Journal of Education and Learning, 17(1), 158–164. https://doi.org/10.11591/edulearn.v17i1.20759

Boone, W. J., Yale, M. S., & Staver, J. R. (2014). Rasch Analysis in the Human Sciences. In Springer. Springer Dordrecht Heidelberg New York London. https://doi.org/10.1007/978-94-007-6857-4

Clauss-Ehlers, C. S., Serpell, Z. N., & Weist, M. D. (2013). Handbook of culturally responsive school mental health: Advancing research, training, practice, and policy. In eBook. Springer, New York, NY. https://doi.org/10.1007/978-1-4614-4948-5

Dreer, B. (2024). Teachers’ well-being and job satisfaction: the important role of positive emotions in the workplace. Educational Studies, 50(1), 61–77. https://doi.org/10.1080/03055698.2021.1940872

Hammarström, A., Westerlund, H., Kirves, K., Nygren, K., Virtanen, P., & Hägglöf, B. (2016). Addressing challenges of validity and internal consistency of mental health measures in a 27- year longitudinal cohort study - The Northern Swedish Cohort study. BMC Medical Research Methodology, 16(1), 1–9. https://doi.org/10.1186/s12874-015-0099-6

Hermansyah, E., Rizkyanti, C. A., & Hakim, L. N. (2024). Rasch Calibration and Differential Item Functioning (DIF) Analysis of the School Well-Being Scale for Students. Jurnal Kependidikan: Jurnal Hasil Penelitian Dan Kajian Kepustakaan Di Bidang Pendidikan, Pengajaran Dan Pembelajaran, 10(1), 1. https://doi.org/10.33394/jk.v10i1.10759

Hidayati, H. N., Hayat, B., & Rahayu, W. (2021). Assessment of the validity and reliability of mental health instruments of high school student in Indonesia. European Journal of Educational Research, 10(2), 729–742. https://doi.org/10.12973/eu-jer.10.2.729

İhtiyaroğlu, N. (2018). Analyzing the relationship between happiness, teachers’ level of satisfaction with life and classroom management profiles. Universal Journal of Educational Research, 6(10), 2227–2237. https://doi.org/10.13189/ujer.2018.061021

Kim, S. J., & Kim, S. L. (2020). The Effects of Early Childhood Teachers’ Happiness and Psychological Burnout on Their Teacher-Child Interactions. The Journal of the Convergence on Culture Technology (JCCT), 6(2), 123–130. https://doi.org/10.17703/JCCT.2020.6.2.123

Kurniawan, L., Sutanti, N., Aryani, E., Laras, P. B., Nuryana, Z., & Nastain, M. (2024). Differential responses to academic stress during the COVID-19 pandemic, transition, and the new normal period. Journal of Education and Learning, 18(2), 322–330. https://doi.org/10.11591/edulearn.v18i2.21058

Lie, D., Romy, E., & Sudirman, A. (2024). Model analysis of private teachers’ innovative work behavior improvement after the COVID-19 pandemic. Journal of Education and Learning (EduLearn), 18(4), 1309–1317. https://doi.org/10.11591/edulearn.v18i4.21462

Linacre, J. M. (2011). Linacre, J.M. (2011) A User’s Guide to Winsteps Rasch Model Computer Programs. Chicago, 601-602.

M. Padma & Dr. T. Sarala. (2023). Mental Health in the Digital Era. Education 5 . 0 Revolutionizing Learning for the Future, 1(July), 1–308.

Martin E.P. Seligman. (2011). Authentic happiness menciptakan kebahagiaan dengan psikologi positif (E.Y. Nukman, Terjemahan). Bandung: Mizan; Seligman, M. E. P. (2011). Flourish: A visionary new understanding of happiness and well-being. New York: Free Press. https://doi.org/ttps://doi.org/10.1016/j.ijfatigue.2019.02.006%0A

Miller, M. D., Linn, R. L., & Gronlund, N. E. (2021). Measurement and Assessment in Teaching, 11th edition. United States: Pearson.

Montuori, P., Sorrentino, M., Sarnacchiaro, P., Di Duca, F., Nardo, A., Ferrante, B., D’Angelo, D., Di Sarno, S., Pennino, F., Masucci, A., Triassi, M., & Nardone, A. (2022). Job Satisfaction: Knowledge, Attitudes, and Practices Analysis in a Well-Educated Population. International Journal of Environmental Research and Public Health, 19(21). https://doi.org/10.3390/ijerph192114214

Moskowitz, S., & Dewaele, J. (2019). Is teacher happiness contagious ? A study of the link between perceptions of language teacher happiness and student attitudes. Innovation in Language Learning and Teaching, 0(0), 1–14. https://doi.org/10.1080/17501229.2019.1707205

Natanael, Y., Fahmi, I., & Mulyaningsih, D. U. (2023). Evaluating Psychometric Properties of Raven’s Coloured Progressive Matrices Test in Indonesian Sample using the Rasch Model. Jurnal Pengukuran Psikologi Dan Pendidikan Indonesia, 12(2), 93–107. https://doi.org/10.15408/jp3i.v12i2.27838

Noben, I., Maulana, R., Deinum, J. F., & Hofman, W. H. A. (2021). Measuring university teachers’ teaching quality: a Rasch modelling approach. Learning Environments Research, 24(1), 87–107. https://doi.org/10.1007/s10984-020-09319-w

Ping, L. L., Hee, O. C., Kowang, T. O., & Wu, C. H. (2024). The relationship between leisure activities and mental health disorders among higher education students in Malaysia. International Journal of Evaluation and Research in Education , 13(3), 1293–1300. https://doi.org/10.11591/ijere.v13i3.27696

Piyakun, A., & Salim, H. (2023). Teachers’ worklife, mental health, and job burnout: Cases of Thailand and Indonesia. International Journal of Evaluation and Research in Education, 12(3), 1212–1221. https://doi.org/10.11591/ijere.v12i3.25077

Poh, K. P., Lee, M. F., & Lai, C. S. (2019). Construct Validity and Internal Consistency Reliability of Mental Health Monitoring Instrument for Technical University Students. Journal of Technical Education and Training, 11(1), 87–92. https://doi.org/10.30880/jtet.2019.11.01.011

Rasim, E. D. (2015). Relationships between psychological well-being, happiness, and educational satisfaction in a group of university music students. Educational Research and Reviews, 10(15), 2198–2206. https://doi.org/10.5897/err2015.2375

Reynolds, C. R., Livingston, R. B., & Willson, V. (2008). Measurement and Assessment in Education, 2nd edition. United States: Pearson.

Robertson, I., & Cooper, C. (2011). Well-being: Productivity and happiness at work. In Well-being: Productivity and Happiness at Work. UK: Palgrave Macmillan. https://doi.org/10.1057/9780230306738

Saputra, W. N. E., Hidayah, N., Ramli, M., & Atmoko, A. (2023). Development and validation of Indonesian peace of mind scale: The Rasch analysis. International Journal of Evaluation and Research in Education, 12(2), 877–885. https://doi.org/10.11591/ijere.v12i2.24847

Sezer, S., & Can, E. (2019). School Happiness: A Scale Development and Implementation Study. Eurasian Journal of Educational Research, 79, 167–190. https://doi.org/10.14689/ejer.2019.79.8

The Lancet Digital Health. (2022). Mental health in the digital age. The Lancet Digital Health, 4(11), e765. https://doi.org/10.1016/S2589-7500(22)00191-1

Tran, N. T., Franzen, J., Jermann, F., Rudaz, S., Bondolfi, G., & Ghisletta, P. (2022). Psychological distress and well-being among students of health disciplines in Geneva, Switzerland: The importance of academic satisfaction in the context of academic year-end and COVID-19 stress on their learning experience. PLoS ONE, 17(4), 1–13. https://doi.org/10.1371/journal.pone.0266612

Veit, C. T., & Ware, J. E. (1983). The structure of psychological distress and well-being in general populations. Journal of Consulting and Clinical Psychology, 51(5), 730–742. https://doi.org/10.1037/0022-006X.51.5.730

Yeh, C. S. H., & Barrington, R. (2023). Sustainable positive psychology interventions enhance primary teachers’ wellbeing and beyond – A qualitative case study in England. Teaching and Teacher Education, 125, 104072. https://doi.org/10.1016/j.tate.2023.104072

Yildirim, K. (2014). Main factors of teachers’ professional well-being. Educational Research and Reviews, 9(6), 153–163. https://doi.org/10.5897/ERR2013.1691

Zakaria, Z., Don, Y., & Yaakob, M. F. M. (2021). Teachers’ well-being from the social psychological perspective. International Journal of Evaluation and Research in Education, 10(2), 641–647. https://doi.org/10.11591/ijere.v10i2.21115

Zheng, M. (2022). An Evaluation Model of Career Happiness and Job Performance of Political Teachers Based on Correlation Analysis in Positive Emotional Environment. Journal of Environmental and Public Health. https://doi.org/10.1155/2022/2653998

Downloads

Published

2025-09-14

How to Cite

Syahri, A., Dinawisda, N., Abdullah, A., Khadavi, M. J., & Purnamasari, R. (2025). Assessing Well-being in The Digital Age : A Rasch Model Analysis to Validating Teacher Happiness and Student Mental Health Instruments. Jurnal Kependidikan, 11(3), 934–946. https://doi.org/10.33394/jk.v11i2.14601

Issue

Section

Articles

Citation Check