6th International Anatolian Scientific Research Congress , Konya, Türkiye, 8 - 10 Kasım 2024, ss.424
Introduction and Purpose: With the increasing use of technology in education, adult educators' coping
skills and adaptation processes with technology gain importance. Their cognitive skills, specifically their
elaboration and organization skills, may determine their ability to effectively organize technology and
digital content in their courses and integrate them with pedagogical practices. In this process, adult
educators may experience negative emotions and stress, called technostress, related to the use of
technological tools. We expect trainers with high elaboration and organization skills to have high levels
of technological-pedagogical-content knowledge (TPACK), enabling them to use technology more
effectively while experiencing lower levels of technostress. This study investigates whether the age, total
teaching experience, technostress levels, and the skills of elaboration and organization among trainers
significantly predict their TPACK levels.
Materials and Methods: This study employed a relational survey model to identify the factors that
predict adult educators' TPACK levels. The sample of the study consists of a total of 201 trainers
working in different branches of the Institute Istanbul İSMEK in 38 districts of Istanbul in the 2023-2024
academic year. The study employed the convenience sampling method. The study utilized the
Demographic Information Form, the Scale for Determining Teachers' Technostress Levels, the TPACK
within the Scope of the 21st Century Skills Scale, and the Motivational Strategies in Learning Scale to
assess the trainers. We performed percentage, frequency, and normality analyses on the data. Based on
these preliminary analyses, we conduct a multiple regression analysis using the SPSS statistical program.
Results: The multiple regression analysis showed that the model is statistically significant and that the
independent variables have a significant effect on explaining the dependent variable (TPACK)
(F(9,191)=9.799 and p<0.001). The model revealed that the independent variables explained 28% of the
variance in the trainers' TPACK levels (R2=.284). The results indicated that the effect of trainers' age,
technostress levels and organization skills was statistically significant on their TPACK levels; however,
their total teaching experience and elaboration skills did not.
Discussion and Conclusion: According to this model, it is observed that when the trainers' age increases
by 1 unit, their TPACK skills increase by 0.170 units, when the technostress related to their profession
increases by 1 unit, their TPACK skills decrease by 0.214 units, when the technostress related to personal
resources increases by 1 unit, their TPACK skills increase by 0.247 units, and when their organizational
skills increase by 1 unit, their TPACK skills increase by 0.423 units. In the model, organization skill is
the variable with the highest effect size.