THE MEDIATING ROLE OF BURNOUT IN THE EFFECT OF TECHNOSTRESS ON JOB PERFORMANCE: A STUDY ON PUBLIC EMPLOYEES

Yıl 2026, Cilt: 24 Sayı: 60 , 902 - 940 , 29.03.2026

Hasan Teyfik Şenli

https://doi.org/10.35408/comuybd.1640589

https://izlik.org/JA33LB58TL

Öz

Job performance is crucial for both individuals and organisations. Therefore, it is necessary to determine the factors that directly and indirectly effect job performance. Previous studies have indicated that burnout is one of the key variables directly affecting job performance. Similarly, technostress has been found to have various effects on job performance. The purpose of this study is to examine the mediating role of burnout in the effect of technostress on job performance. The study employs the Job Demands-Resources Model and the Conservation of Resources Theory to theoretically explain research model. The research was designed as a quantitative study for public employees working in public institutions and organisations. Data were collected from 420 participants through a convenience sample using an online survey method. Measurement tools included the “Workplace Technostress Scale” to assess technostress levels, the “Maslach Burnout Inventory” to measure burnout levels, and the “Job Performance Scale” to evaluate job performance. Confirmatory Factor Analysis (CFA) was conducted using the AMOS package program for the reliability and validity of the research within the framework of the analysis. Regression and mediation analyses were carried out using SPSS and PROCESS Macro. The findings indicate that technostress positively affects burnout, while burnout negatively influences job performance. Moreover, no direct effect of technostress on job performance was found. Thus, burnout mediates the relationship between technostress and job performance. This study offers practical implications, particularly for developing coping mechanisms for technology-induced stress and strategies to prevent burnout among public sector employees. Furthermore, given the limited studies in the literature examining the mediating role of burnout in the impact of technostress on job performance, this research contributes theoretically to the field. The results emphasize the necessity for organizations to take measures to safeguard employees' psychological well-being in technology adoption processes.

Anahtar Kelimeler

Job Performance , Technostress , Burnout

TEKNOSTRESİN İŞ PERFORMANSINA ETKİSİNDE TÜKENMİŞLİĞİN ARACILIK ROLÜ: KAMU ÇALIŞANLARINA YÖNELİK BİR ÇALIŞMA

https://izlik.org/JA33LB58TL

Öz

İş performansı kavramı hem bireyler hem de örgütler için oldukça önemlidir. Dolayısıyla iş performansını doğrudan ve dolaylı etkileyen faktörleri tespit etmek gerekmektedir. Daha önce yapılmış çalışmalarda tükenmişliğin iş performansını doğrudan etkileyen değişkenlerden biri olduğu açıklanmaktadır. Benzer şekilde teknostresin de iş performansı üzerinde çeşitli etkileri olduğu görülmüştür. Bu çalışmanın amacı teknostresin iş performansına etkisinde tükenmişliğin aracılık rolünü incelemektir. Teorik olarak araştırma modelini açıklamak için iş talepleri-kaynakları modeli ve kaynakların korunması teorisi kullanılmıştır. Araştırma, kamu kurum ve kuruluşlarında çalışan personele yönelik nicel araştırma olarak tasarlanmıştır. Çevrim içi anket yöntemiyle kolayda örneklem aracılığıyla 420 katılımcıdan veri elde edilmiştir. Ölçme araçları için kamu personelinin teknostres seviyesini ölçmeye yönelik “İşyerinde Teknostres Ölçeği”; tükenmişlik düzeyini ölçmeye yönelik “Maslach Tükenmişlik Envanteri” ve iş performansını ölçmeye yönelik “İş Performansı Ölçeği” kullanılmıştır. Analiz kapsamında araştırmanın güvenirlik ve geçerliliğine yönelik AMOS paket programı aracılığıyla Doğrulayıcı Faktör Analizi (DFA) yapılmıştır. Regresyon ve aracılık analizleri SPSS ve PROCESS Macro paket programları aracılığıyla gerçekleştirmiştir. Araştırma bulgularına göre teknostresin tükenmişliği pozitif yönde etkilediği tespit edilmiştir. Tükenmişliğin ise iş performansını negatif yönde etkilediği tespit edilmiştir. Bunun yanı sıra teknostresin iş performansına doğrudan etkisinin bulunmadığı görülmüştür. Dolayısıyla teknostresin iş performansına etkisinde tükenmişliği aracılık rolü bulunduğu açıklanmıştır. Bu çalışma, özellikle kamu sektöründe çalışanların teknoloji kaynaklı stresle başa çıkma mekanizmalarının geliştirilmesi ve tükenmişliğin önlenmesine yönelik stratejilerin oluşturulması açısından önemli pratik çıkarımlar sunmaktadır. Ayrıca çalışma, literatürde teknostresin iş performansına etkisinde tükenmişliğin aracılık rolünü inceleyen sınırlı sayıda çalışma bulunması nedeniyle alana teorik katkı sağlamaktadır. Sonuçlar, örgütlerin teknoloji kullanımı süreçlerinde çalışanların psikolojik sağlığını koruyacak önlemler almasının gerekliliğini vurgulamaktadır.

Anahtar Kelimeler

İş Performansı , Teknostres , Tükenmişlik

Kaynakça

• Ahmed, S. K. (2024). How to choose a sampling technique and determine sample size for research: A simplified guide for researchers. Oral Oncology Reports, 12, 100662. https://doi.org/10.1016/j.oor.2024.100662
• Akınoğlu, H. F. (1993). Teknostres. Türk Kütüphaneciliği, 7(3), 159-173.
• Akman, A. Z. (2023). Türkiye’de “teknostres” konusunda gerçekleştirilen çalışmalara yönelik bir inceleme. International Journal of Entrepreneurship and Management Inquiries, 7(Özel Sayı 2), 71-86. https://doi.org/10.55775/ijemi.1326272
• Altınbay, A. (2021). Kadın serbest muhasebeci mali müşavirlerin tükenmişliğinin iş performansına etkisi: Kütahya ve Eskişehir örneği. Sosyal Politika Çalışmaları Dergisi, 21(52), 669-688. https://doi.org/10.21560/spcd.vi.683524
• Altıntaş, M. (2020). Teknostres ile değişime direnç arasındaki ilişki: havacılık sektöründe bir araştırma. ISPEC Journal of Social Sciences & Humanities, 4(2), 1-27. https://doi.org/10.46291/ISPECIJSSHvol4iss2pp1-27
• Alam, M. A. (2015), Techno-Stress and Productivity: Survey Evidence from The Aviation Industry, Journal of Air Transport Management, First On-line. https://doi.org/10.1016/j.jairtraman.2015.10.003
• Anderson, A. (1985). Technostress: Another Japanese discovery. Nature, 317, 6. https://doi.org/10.1038/317006b0
• Aprilia, N. and Riani, A. L. (2023). The effect of techno-stressor and psychological capital on task performance with burnout as a mediation. International Journal of Economics, Business and Management Research, 7(6), 100-115. https://doi.org/10.51505/IJEBMR.2023.7608
• Ardıç, K.,ve Polatcı, S. (2008). Tükenmişlik sendromu akademisyenler üzerinde bir uygulama (GOÜ Örneği). Gazi Üniversitesi İktisadi ve İdari Bilimler Fakültesi Dergisi, 10(2), 69-96.
• Armstrong, M. (2014). Armstrong's handbook of performance management: An evidence-based guide to delivering high performance. London: Kogan Page Publishers.
• Arnetz, B. B. and Wiholm, C. (1997). Technological stress: psychophysiological symptoms in modern offices. Journal of Psychosomatic Research, 43(1), 35-42. https://doi.org/10.1016/S0022-3999(97)00083-4
• Arora, R. (2019). A study on stress management with respect to level and background of education of employees in IT–ITeS companies. International Journal of Inform Technology (Singapore), 11(4), 869–874. https://doi.org/10.1007/s41870-018-0161-9
• Ayyagari, R., Grover, V. and Purvis, R. (2011). Technostress: technological antecedents and implications. MIS Quarterly, 35(4), 831- 858.
• Bakker, A. B. and Demerouti, E. (2007). The job demands-resources model: State of the art. Journal of Managerial Psychology, 22(3), 309–328. https://doi.org/10.1108/02683940710733115
• Bakker, A. B., Demerouti, E. and Sanz-Vergel, A. (2023). Job demands–resources theory: Ten years later. Annual Review of Organizational Psychology and Organizational Behavior, 10, 25–53. https://doi.org/10.1146/annurev-orgpsych-120920-053933
• Basım H. N. ve Şeşen, H. (2005). Çalışma yaşamında tükenmişlik: Sosyal hizmet uzmanları ile hemşireler üzerine karşılaştırmalı bir çalışma. Toplum ve Sosyal Hizmet, 16(2), 57-70.
• Belcastro, P., Gold, R. and Grant, J. (1982). Stress and burnout. Criminal Justice and Behavior, 9, 387-395. https://doi.org/10.1177/0093854882009004001
• Bitmiş, M., Sökmen, A. ve Turgut, H. (2013). Psikolojik dayanikliliğin tükenmişlik üzerine etkisi: örgütsel özdeşleşmenin aracilik rolü. Gazi Üniversitesi İktisadi Ve İdari Bilimler Fakültesi Dergisi, 15(2), 27-40.
• Borman, W. C. and Motowidlo, S. J. (1997). Task performance and contextual performance: the meaning for personnel selection research. Human Performance, 10(2), 99-109. https://doi.org/10.1207/s15327043hup1002_3
• Brod, C. (1982). Managing technostress: Optimizing the use of computer technology. Personnel Journal, 61(10), 753-757.
• Califf, C. B., Saonee, S. and Suprateek, S. (2020). The bright and dark sides of technostress: A mixed-methods study involving healthcare IT. MIS quarterly, 44(2), 809-856. https://doi:10.25300/MISQ/2020/14818
• Calitz, K. (2022). Burnout in the workplace. Obiter, 43(2), 320-348. https://doi.org/10.17159/obiter.v43i2.14277
• Can, Ç. Ü. (2024). Mutfak çalışanlarının teknostres düzeyleri ile bireysel iş performansları arasındaki ilişkinin incelenmesi. İşletme Araştırmaları Dergisi, 16(2), 936-946. https://doi.org/10.20491/isarder.2024.1834
• Can-Yalçın, R., Gökmen, Y., Erdem, H. and Türen, U. (2022). The mediating role of organisational cynicism on the relationship between technostress and job performance: a research on teachers. Sosyoekonomi, 30(54), 73-99. https://doi.org/10.17233/sosyoekonomi.2022.04.04
• Carlos, V. S. and Rodrigues, R. G. (2016). Development and validation of a self-reported measure. Social Indicators Research, 126(1), 279-307. https://doi.org/10.1007/s11205-015-0883-z
• Champion, S. (1988). Technostress: Technology's toll. School Library Journal, 35(3), 48-51.
• Charles, P. A. (2014). ICT competence and lecturers’ job efficacy in universities in cross river state, Nigeria. International Journal of Humanities and Social Science, 4(10), 259-266.
• Cherniss, C. (1992). Long-term consequences of burnout: an exploratory study. Journal of Organizational Behavior, 3(1), 1-11. https://doi.org/10.1002/job.4030130102
• Cordes, C. L. and Dougherty, T. W. (1993). A review and an integration of research on job burnout. Academy of Management Review, 18(4), 621-656. https://doi.org/10.2307/258593
• Çalışkan, S. (2014). Pozitif örgütsel davranış değişkenleri ile yeni araştırma modelleri geliştirme arayışları: Pozitif örgütsel davranış değişkenlerinin işe adanmışlık, tükenmişlik ve sinizm üzerine etkileri ve bu etkileşimde örgütsel adalet algısının aracılık rolü üzerine bir araştırma. Dokuz Eylül Üniversitesi Sosyal Bilimler Enstitüsü Dergisi, 16(3), 363-382. https://doi.org/10.16953/deusbed.81606
• Çetin, F., Şeşen, H. ve Basım, H. N. (2013). Örgütsel psikolojik sermayenin tükenmişlik sürecine etkileri: kamu sektöründe bir araştırma. Anadolu Üniversitesi Sosyal Bilimler Dergisi, 13(3), 95-107.
• Çini, M. A., Erdirençelebi, M. and Akman, A. Z. (2023). The effect of organization employees' perspective on digital transformation on their technostress levels and performance: a public institution example. Central European Business Review, 12(4), 33-57. https://doi.org/10.18267/j.cebr.331
• Çöl, G. (2008). Algilanan Güçlendirmenin İşgören Performansi Üzerine Etkileri. Doğuş Üniversitesi Dergisi, 9(1), 35-46.
• Çoklar, A. N. and Şahin, Y. L. (2011). Technostress levels of social network users based on ICTs in Turkey. European Journal of Social Sciences, 23(2), 171-182.
• Demerouti, E., Nachreiner, F., Bakker, A. B. and Schaufeli, W. B. (2001). The job demandsresources model of burnout. Journal of Applied Psychology, 86(3), 499–512. https://doi.org/10.1037/0021-9010.86.3.499
• Demerouti, E. (2025). Job demands-resources and conservation of resources theories: How do they help to explain employee well-being and future job design? Journal of Business Research, 192, 115296. https://doi.org/10.1016/j.jbusres.2025.115296
• Diamantidis, A. D. and Chatzoglou, P. (2018). Factors affecting employee performance: an empirical approach. International Journal Of Productivity and Performance Management, 68(1), 171-193. https://doi.org/10.1108/IJPPM-01-2018-0012
• Dyrbye, L. N., Shanafelt, T. D., Johnson, P. O., Johnson, L. A., Satele, D. and West, C. P. (2019). A cross-sectional study exploring the relationship between burnout, absenteeism, and job performance among American nurses. BMC Nursing, 18(57), 2-8. https://doi.org/10.1186/s12912-019-0382-7
• Ennis, L. A. (2005). The evolution of technostress. Computers in Libraries, 25(8), 10-12.
• Ergin, C. (1992). Doktor ve Hemşirelerde Tükenmişlik ve Maslach Tükenmişlik Ölçeğinin Uyarlanması. VII. Ulusal Psikoloji Kongresi, Hacettepe Üniversitesi, Ankara.
• Fairchild, A. J. and MacKinnon, D. P. (2009). A general model for testing mediation and moderation effects. Prevention Science, 10(2), 87–99. https://doi.org/10.1007/s11121-008-0109-6
• Farmanesh, P., Vehbi, A. and Dehkordi, N. S. (2025). Uprooting Technostress: Digital Leadership Empowering Employee Well-Being in the Era of Industry 4.0. Sustainability, 17(19), 8868. https://doi.org/10.3390/su17198868
• Ford, M., Cerasoli, C. P., Higgins, J. A. and Decesare, A. L. (2011). Relationships between psychological, physical, and behavioural health and work performance: A review and meta-analysis. Work & Stress, 25(3), 185-204. https://doi.org/10.1080/02678373.2011.609035
• Friganović, A., Selič, P., Ilić, B. and Sedić, B. (2019). Stress and burnout syndrome and their associations with coping and job satisfaction in critical care nurses: a literature review. Psychiatria Danubina, 31(suppl. 1), 21-31.
• Giri, V. N. and Kumar, B. P. (2010). Assessing the impact of organizational communication on job satisfaction and job performance. Psychological Studies, 55(2), 137-143. https://doi.org/10.1007/s12646-010-0013-6
• Gökbulut, B. ve Dindaş, S. (2022). Öğretmenlerin mesleki tükenmişlik ve teknostres düzeylerinin incelenmesi. International Journal of Eurasia Social Sciences (IJOESS), 13(47), 42-59. http://dx.doi.org/10.35826/ijoess.3096
• Gül, N. (2022). Teknostresin tükenmişlik üzerindeki etkisinde bilinçli farkındalığın aracılık rolü: banka çalışanları üzerine bir araştırma. Alanya Akademik Bakış, 6(3), 2747-2762. https://doi.org/10.29023/alanyaakademik.1091595
• Gynning, B. E., et al. (2025). Do job resources buffer the harmful effects of job demands on burnout complaints? A 1-year cohort study of Swedish healthcare professionals. International Journal of Nursing Studies Advances, 9, 100397. https://doi.org/10.1016/j.ijnsa.2025.100397
• Hair, J. F., Risher, J. J., Sarstedt, M. and Ringle, C. M. (2019). When to use and how to report the results of PLS-SEM. European Business Review, 31(1), 2-24. https://doi.org/10.1108/EBR-11-2018-0203
• Halbesleben, J. R. and Buckley, M. R. (2004). Burnout in organizational life. Journal of Management, 30(6), 859-879. https://doi.org/10.1016/j.jm.2004.06.004
• Hanaylı, B. ve Tozkoparan, G. (2024). Teknostres kavramı üzerine yazılmış makalelerin bibliyometrik analizi. İzmir İktisat Dergisi, 39(4), 972-995. https://doi.org/10.24988/ije.1424011
• Hobfoll, S. E. (1989). Conservation of resources: A new attempt at conceptualizing stress. American Psychologist, 44(3), 513–524. https://doi.org/10.1037/0003-066X.44.3.513
• Hobfoll, S. E. (2001). The influence of culture, community, and the nestedself in the stress rocess: advancing conservation of resources. Applied Psychology: An International Review, 50(3), 337-370. https://doi.org/10.1111/1464-0597.00062
• Hochschild, A. R. (1983). The managed heart: Commercialization of human feeling. University of California Press. Hockey, G. R., Briner, R. B., Tattersall, A. J. and Wiethoff, M. (1989). Assessing the impact of computer workload on operator stress: the role of system controllability. Ergonomics, 32(12), 1401-1418. https://doi.org/10.1080/00140138908966914
• Homer, J. B. (1985). Worker burnout: a dynamic model with implications for prevention and control. System Dynamics Review, 1(1), 42-62. https://doi.org/10.1002/sdr.4260010105
• Hu, L. T. and Bentler, P. M. (1999). Cutoff criteria for fit indexes in covariance structure analysis: conventional criteria versus new alternatives. Structural Equation Modeling, 6, 1-55. http://dx.doi.org/10.1080/10705519909540118
• Hung W-Y, Chang I-H and Hsiao Y-C (2025) The impact of workload and emotional demands on turnover intentions: the mediating and moderating effects of job burnout. Front. Psychol. 16, 1699421. doi: 10.3389/fpsyg.2025.1699421
• Imran, R. and Atiya, T. M. (2020). The role of high-performance work system and human capital in enhancing job performance. World Journal of Entrepreneurship, Management and Sustainable Development, 16(3), 195-206. https://doi.org/10.1108/WJEMSD-09-2019-0074
• Jankingthong, K. and Rurkkhum, S. (2012). Factors affecting job performance: a review of literature. Humanities, Arts and Social Sciences Studies, 12(2), 115-128.
• Jena, R. K. (2015). Technostress in ICT enabled collaborative learning environment: an empirical study among Indian academician. Computers in Human Behavior, 51(Part B), 1116-1123. https://doi.org/10.1016/j.chb.2015.03.020
• Kahya, E. (2007). The effects of job characteristics and working conditions on job performance. International Journal Of Industrial Ergonomics, 37(6), 515-523. https://doi.org/10.1016/j.ergon.2007.02.006
• Kestane, A. ve Özbek, A. (2021). Teknostresin muhasebe meslek mensuplarının bireysel iş performanslarına etkisi: Kütahya ilinde araştırma. Muhasebe ve Finansman Dergisi, Ağustos 2021 Özel Sayı, 333-350. https://doi.org/10.25095/mufad.933974
• Khalequzzaman, M., Wang, S., Zhang, N. and Wang, L. (2025). Digital transformation stressors in banking: Technostress as a mediator and organizational support as a moderator of job performance. Acta Psychologica. 260, 105612. https://doi.org/10.1016/j.actpsy.2025.105612
• Khalid, A., Pan, F., Li, P., Wang, W. and Ghaffari, A. (2020). The impact of occupational stress on job burnout among bank employees in Pakistan, with psychological capital as a mediator. Frontiers in Public Health, 7(410). https://doi.org/10.3389/fpubh.2019.00410
• Kıraç, R. (2024). Sağlık çalışanlarında teknostresin bireysel iş performansına etkisi. Turkish Studies - Economy, Finance, Politics, 19(2), 491-506. https://dx.doi.org/10.7827/TurkishStudies.74810
• Kızılcan, S., Hoşgör, H. ve Güngördü, H. (2023). Havalimanı yer hizmetleri çalışanlarında teknostres ve iş performansı ilişkisi. Selçuk Üniversitesi Akşehir Meslek Yüksekokulu Sosyal Bilimler Dergisi, 15, 21-30.
• Kirkman, B. L. and Rosen, B. (1999). Beyond self-management: Antecedents and consequences of team empowerment. Academy of Management Journal, 42(1), 58-74. https://doi.org/10.2307/256874
• Krejcie, R. V. and Morgan, D. W. (1970). Determining sample size for research activities. Educational and Psychological Measurement, 30(3), 607–610. https://doi.org/10.1177/001316447003000308
• Kotek, M. and Vranjes, I. (2025). When do employees perceive technology as stressful? A meta-analysis of work-related technostress antecedents. Information & Management, 62(8), 104203. https://doi.org/10.1016/j.im.2025.104203
• Krishnan, S. (2017). Personality and espoused cultural differences in technostress creators. Computers in Human Behavior, 66, 154-167. https://doi.org/10.1016/j.chb.2016.09.039
• Kumari, S. S., Raja, B. W. and Sundaravalli, S. R. (2018). Understanding Techno stress: Where Now and Where to Be?. International Journal of Recent Research Aspects, Special Issue: Conscientious Computing Technologies, 673-676.
• Kutlutürk-Yıkılmaz, S., Yikilmaz, I., Bekmezci, M., Surucu, L. and Cetinkaya, B. (2024). Exploring the moderating effect of musculoskeletal pain on technostress-induced burnout: a cross-sectional study of bank employees. Healthcare, 12(20), 2064. https://doi.org/10.3390/healthcare12202064
• La Torre, G., DeLeonardis, V. and Chiappetta, M. (2020). Technostress: how does it affect the productivity and life of an individual? Results of an observational study. Public Health, 189, 60-65. https://doi.org/10.1016/j.puhe.2020.09.013
• Leiter, M. P. and Maslach, C. (1998). The impact of interpersonal environment on burnout and organizational commitment. Journal of Organizational Behavior, 9(4), 297-308. https://doi.org/10.1002/job.4030090402
• Leiter, M. P. and Maslach, C. (2005). A mediation model of job burnout. A. S. G. Antoniou & C. L. Cooper (Eds.), Research companion to organizational health psychology. (s.544 –564), Cheltenham, United Kingdom: Edward Elgar. https://doi.org/10.4337/9781845423308.00046
• Lemonaki, R., Xanthopoulou, D., Bardos, A. N., Karademas, E. C. and Simos, P. G. (2021). Burnout and job performance: a two-wave study on the mediating role of employee cognitive functioning. European Journal of Work and Organizational Psychology, 30(5), 692-704. https://doi.org/10.1080/1359432X.2021.1892818
• Li, L. and Wang, X. (2021). Technostress inhibitors and creators and their impacts on university teachers’ work performance in higher education. Cognition, Technology & Work, 23(2), 315-330. https://doi.org/10.1007/s10111-020-00625-0
• Li, Y., Chen, C. and Yuan, Y. (2025). Evolving the job demands-resources framework to JD-R 3.0: The impact of after-hours connectivity and organizational support on employee psychological distress. Acta Psychologica. 253, 104710. https://doi.org/10.1016/j.actpsy.2025.104710
• Lin, C., Lu, F., Chen, T. and Hsu, Y. (2021). Relationship between athlete stress and burnout: a systematic review and meta-analysis. International Journal of Sport and Exercise Psychology, 20(5), 1295-1315. https://doi.org/10.1080/1612197X.2021.1987503
• Lin, X., Guo, C., Wargocki, P., Tanabe, S.-i., Tham, K. W. and Lan, L. (2025). The effects of temperature on work performance in the typical office environment: A meta-analysis of the current evidence. Building and Environment, 269, 112488. https://doi.org/10.1016/j.buildenv.2024.112488
• Marchiori, D. M., Mainardes, E. W. and Rodrigues, R. G. (2019). Do individual characteristics influence the types of technostress reported by workers? International Journal of Human–Computer Interaction, 35(3), 218-230. https://doi.org/10.1080/10447318.2018.1449713
• Maslach, C. and Jackson, S. (1981). The measurement of experienced burnout. Journal of Occupational Behavior, 2(2), 99-113. https://doi.org/10.1002/job.4030020205
• Maslach, C. and Jackson, S. E. (1985). The role of sex and family variables in burnout. Sex Roles: A Journal of Research, 12(7/8), 837-851. https://doi.org/10.1007/BF00287876
• Maslach, C. and Goldberg, J. (1998). Prevention of burnout: New perspectives. Applied and Preventive Psychology, 7(1), 63-74. https://doi.org/10.1016/S0962-1849(98)80022-X
• Maslach, C. and Leiter, M. P. (2008). Early predictors of job burnout and engagement. Journal of Applied Psychology, 93(3), 498-512. https://doi.org/10.1037/0021-9010.93.3.498
• Maslach, C. and Leiter, M. P. (2017). New insights into burnout and health care: strategies for improving civility and alleviating burnout. Medical Teacher, 39(2), 60-63. https://doi.org/10.1080/0142159X.2016.1248918
• Maslach, C., Schaufeli, W. B. and Leiter, M. P. (2001). Job burnout. Annual Review Of Psychology, 52(1), 397-422. https://doi.org/10.1146/annurev.psych.52.1.397
• Memon, M. A., Thurasamy, R., Ting, H. and Cheah, J.-H. (2025). Convenience sampling: A review and guidelines for quantitative research. Journal of Applied Structural Equation Modeling, 9(2), 1–15. https://doi.org/10.47263/JASEM.9(2)01
• Morrice, J. K. (1984). Job stress and burnout. Bulletin of the Royal College of Psychiatrists, 8(3), 45-46. https://doi.org/10.1192/S014007890001021X
• Motowildo, S. J., Borman, W. C. and Schmit, M. J. (1997). A theory of individual differences in task and contextual performance. Human Performance, 10(2), 71-83. https://doi.org/10.1207/s15327043hup1002_1
• Nimrod, G. (2022). Technostress in a hostile world: Older internet users before and during the COVID-19 pandemic. Aging & Mental Health, 26(3), 526-533. https://doi.org/10.1080/13607863.2020.1861213
• Kuadey, N. A., Ankora, C., Tahiru, F., Bensah, L., Agbesi, C. C. M. and Bolatimi, S. O. (2024). Using machine learning algorithms to examine the impact of technostress creators on student learning burnout and perceived academic performance. International Journal of Information Technology, 16(4), 2467-2482. https://doi.org/10.1007/s41870-023-01655-3
• Nunuh, M. Y., Muhammad, J. S. and Bon, A. T. (2021). A Review of the Driving Factors that affect Job Performance Literature: A Mini-Review Approach. Proceedings of the 11th Annual International Conference on Industrial Engineering and Operations Management, 4352-4364. https://doi.org/10.46254/AN11.20210769
• Omar, S. N., Cob, C. M., Sakarji, S. R., Thani, A. K. and Bakar, A. A. (2022). A preliminary study of factors influencing on employee performance. International Journal of Academic Research in Business and Social Sciences, 12(1), 1880-1891. http://dx.doi.org/10.6007/IJARBSS/v12-i1/12234
• Önder, Ç. and Basim, N. (2008). Examination of developmental models of occupational burnout using burnout profiles of nurses. Journal of Advanced Nursing, 64(5), 514-523. https://doi.org/10.1111/j.1365-2648.2008.04818.x
• Özdevecioğlu, M. (2004). Duygusal olaylar teorisi çerçevesinde pozitif ve negatif duygusallığın alınan örgütsel adalet üzerindki etkilerini belirlemeye yönelik bir araştırma. Ankara Üniversitesi SBF Dergisi, 59(3), 181-202. https://doi.org/10.1501/SBFder_0000001562
• Pflanz, S. and Ogle, A. D. (2006). Job stress, depression, work performance, and perceptions of supervisors in military personnel. Military Medicine, 171(9), 861-865. https://doi.org/10.7205/MILMED.171.9.861
• Pflügner, K., Maier, C. and Weitzel, T. (2021). The direct and indirect influence of mindfulness on techno-stressors and job burnout: A quantitative study of white-collar workers. Computers in Human Behavior, 115, 106566. https://doi.org/10.1016/j.chb.2020.106566
• Pinheiro, A. and Palma-Moreira, A. (2025). Job satisfaction, perceived performance and work regime: What is the relationship between these variables? Administrative Sciences, 15(5), 175. https://doi.org/10.3390/admsci15050175
• Rademaker, T., Klingenberg, I. and Süß, S. (2025). Leadership and technostress: a systematic literature review. Management Review Quarterly, 75, 429–494. https://doi.org/10.1007/s11301-023-00385-x
• Ragu-Nathan, T., Tarafdar, M., B.S, Ragunathan. and Tu, Q. (2008). The consequences of technostress for end users in organizations: Conceptual development and empirical validation. Information Systems Research, 19(4), 417-433. https://doi.org/10.5539/ibr.v10n10p66
• Ramawickrama, J., Opatha, H. H. and PushpaKumari, M. D. (2017). A synthesis towards the construct of job performance. International Business Research, 10(10), 66-81. https://doi.org/10.5539/ibr.v10n10p66
• Rosch, P. J. (1994). Stress management training: Why all the fuss? International Journal of Stress Management, 1(3), 217-222.
• Salanova, M., Llorens, S. and Cifre, E. (2013). The dark side of technologies: Technostress among users of information and communication technologies. International Journal of Psychology, 48(3), 422-436. http://dx.doi.org/10.1080/00207594.2012.680460
• Salmela-Aro, K. and Upadyaya, K. (2014). School burnout and engagement in the context of demands-resources model. British Journal of Educational Psychology, 84(1), 137-151. https://doi.org/10.1111/bjep.12018
• Salvagioni, D., Melanda, F., Mesas, A., González, A., Gabani, F. and Andrade, S. (2017). Physical, psychological and occupational consequences of job burnout: A systematic review of prospective studies. PloS one, 12(10), 1-29. https://doi.org/10.1371/journal.pone.0185781
• SBB (T.C. Strateji ve Bütçe Başkanlığı). (2023). e-Devlet hizmetlerinin geliştirilmesi: Çalışma grubu raporu (On İkinci Kalkınma Planı, 2024–2028). https://www.sbb.gov.tr/wp-content/uploads/2025/08/e-Devlet-Hizmetlerinin-Gelistirilmesi-CG-Raporu_01082025.pdf Erişim Tarihi: 20.02.2026
• SBB (T.C. Strateji ve Bütçe Başkanlığı). (2025). Kamu Sektörü İstihdam Sayıları 2025. https://www.sbb.gov.tr/kamu-istihdami/ adresinden erişilmiştir. Erişim Tarihi: 20.02.2026
• Schaufeli, W. B. and Taris, T. W. (2014). A critical review of the job demands-resources model: Implications for improving work and health. G. F. Bauer & O. Hämmig (Eds.), Bridging occupational, organizational and public health: A transdisciplinary approach (s. 43–68). Springer Science + Business Media. https://doi.org/10.1007/978-94-007-5640-3_4
• Shahrabi, A., Ghiasi, M. and Limooni, S. T. (2015). The dimensions of technostress among academic librarians of univesities medical sciences in mazandaran province. International Journal of Biology, Pharmacy and Allied Sciences, 4(11), 516-531.
• Shirom, A. (1989) Burnout in work organizations. Cooper, C.L. & Robertson, I., Eds., International Review of Industrial and Organizational Psychology (s. 25-48), Wiley, New York.
• Sigler, T.H. and Pearson, C. M. (2000). Creating an empowering culture: examining the relationship between organizational culture and perceptions of empowerment. Journal of Quality Management, 5, 27-52. https://doi.org/10.1016/S1084-8568(00)00011-
• Song, J., Shi, X., Zheng, X. et al. (2024). The impact of perceived organizational justice on young nurses’ job performance: a chain mediating role of organizational climate and job embeddedness. BMC Nurs 23, 231. https://doi.org/10.1186/s12912-024-01898-w
• Subarkah, F. and Iskandar, Y. (2024). A bibliometric review of factors causing burnout. Buletin Poltanesa, 25(1), 31-37. https://doi.org/10.51967/tanesa.v25i1.3041
• Tabachnick, B. G. and Fidell, L. S. (2013). Using Multivariate Statistics (6th ed.). Boston, MA: Pearson. Tarafdar, M., Cooper, C. L. and Stich, J. F. (2017). The technostress trifecta - techno eustress, technodistress and design: theoretical directions and an agenda for research. Information Systems Journal, 29(6), 6-42. https://doi.org/10.1111/isj.12169
• Tarafdar, M., Pullins, E. B. and Ragu-Nathan, T. (2014). Examining impacts of technostress on the professional salesperson's behavioural performance. Journal of Personal Selling & Sales Management, 34(1), 51-69. https://doi.org/10.1080/08853134.2013.870184
• Tarafdar, M., Pullins, E. B. and Ragu‐Nathan, T. S. (2015). Technostress : negative effect on performance and possible mitigations. Information Systems Journal, 25(2), 103-132. https://doi.org/10.1111/isj.12042
• Tarafdar, M., Tu, Q. and Ragu-Nathan, T. (2010). Impact of technostress on end-user satisfaction and performance. Journal of Management Information Systems, 27(3), 303-334. https://doi.org/ 10.2753/MIS0742-1222270311
• Tarafdar, M., Tu, Q., Ragu-Nathan, B. S. and Ragu-Nathan, T. S. (2007). The impact of technostress on role stress and productivity. Journal of Management Information Systems, 24(1), 301-328. https://doi.org/10.2753/MIS0742-1222240109
• Türen, U., Erdem, H. ve Kalkın, G. (2015). İş yerinde tekno-stres ölçeği: havacılık ve bankacılık sektöründe bir araştırma. Çalışma İlişkileri Dergisi, 6(1), 1-19.
• Ungur, A. P., Bârsan, M., Socaciu, A. I., Râjnoveanu, A. G., Ionuț, R., Goia, L. and Procopciuc, L. M. (2024). A narrative review of burnout syndrome in medical personnel. Diagnostics, 14(17), 1971. https://doi.org/10.3390/diagnostics14171971
• Viswesvaran, C. and Ones, D. S. (2000). Perspectives on models of job performance. International Journal of Selection and Assessment, 8(4), 216-226. https://doi.org/10.1111/1468-2389.00151
• Walton, K. (2019). Relationship between technostress dimensions and employee productivity (Unpublished Doctoral Thesis). Walden University. USA.
• Wang, W., Daneshvar Kakhki, M. and Uppala, V. (2017, August). The interaction effect of technostress and non-technological stress on employees’ performance. Twenty-third Americas Conference on Information Systems, Boston, MA, United States.
• Wang, X., Tan, S. and Li, L. (2020). Technostress in university students' technology-enhanced learning: An investigation from multidimensional person-environment misfit. Computers Human Behavior, 105. 106208. https://doi.org/10.1016/j.chb.2019.106208
• Weiss, H. M. and Cropanzano, R. (1996). Affective Events Theory: A theoretical discussion of the structure, causes and consequences of affective experiences at work. B. M. Staw & L. L. Cummings (Eds.), Research in organizational behavior: An annual series of analytical essays and critical reviews, s. 1–74). Elsevier Science/JAI Press.
• Williams, R. S. (1988). Performance management: Perspectives on employee performance. London Melbourne: International Thornson Business Press.
• Wirth, T., Kräft, J., Marquardt, B., Harth, V. and Mache, S. (2024). Indicators of technostress, their association with burnout and the moderating role of support offers among nurses in German hospitals: a cross-sectional study. BMJ open, 14(7), e085705. https://doi.org/10.1136/bmjopen-2024-085705
• Wright, T. A. and Bonett, D. G. (1997). The contribution of burnout to work performance. Journal of Organizational Behavior, 18(5), 491-499. https://doi.org/10.1002/(SICI)1099-1379(199709)18:5<491::AID-JOB804>3.0.CO;2-I
• Yener, S. (2018). Teknostresin iş performansı üzerindeki etkisi; tükenmişliğin aracı rolü. Afyon Kocatepe Üniversitesi Sosyal Bilimler Dergisi, 20(2), 85-101. https://doi.org/10.32709/akusosbil.403114
• Yener, S., Arslan, A. and Kilinç, S. (2021). The moderating roles of technological self-efficacy and time management in the technostress and employee performance relationship through burnout. Information Technology & People, 34(7), 1890-1919. https://doi.org/10.1108/ITP-09-2019-0462
• Yirik, Ş., Ören, D. ve Ekici, R. (2014). Dört ve beş yıldızlı otel işletmelerinde çalışan personelin örgütsel stres ve örgütsel tükenmişlik düzeyleri arasındaki ilişkilerin demografik değişkenler bazında incelenmesi. Journal of Yasar University, 9(35), 6099-6260. https://doi.org/10.19168/jyu.21605
• Zastrow, C. (1984). Understanding and Preventing Burn-Out. The British Journal of Social Work, 14(1), 141-155. https://doi.org/10.1093/oxfordjournals.bjsw.a054937
• Zrineh A, Al-Usta M. and Alwawi A. (2026) Sampling Methods and Sample Size Determination in Clinical Research: An Educational Review. Journal of Gen Fam Med. 27 (1), e70096. https://doi.org/10.1002/jgf2.70