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The moderating role of techno-related control in the relationship between algorithmic management and technostress among sport science professionals

نقش تعدیل‌گری کنترل مرتبط با فناوری در رابطه بین مدیریت الگوریتمی و تکنواسترس در میان متخصصان علوم ورزشی

Tayfun Kara, Oğuzhan GÜL, Yunus Sahinler, Furkan Çamiçi, Orhan Gök, Muzaffer Toprak Keskin, Mahmut Ulukan, Mehmet Bayansalduz, Faik Öz

Frontiers in Public Health 2026 Vol. 14
https://doi.org/10.3389/fpubh.2026.1972493

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چکیده

Introduction The increasing integration of digital and artificial intelligence-supported systems into sport organizations has transformed managerial processes such as performance monitoring, evaluation, planning, scheduling, and decision-making. This study examined the association between algorithmic management and technostress among sport science professionals and investigated the moderating role of techno-related control. Methods A quantitative cross-sectional design was employed with 372 sport science professionals working in sport-related organizations where digital or AI-supported systems were used to perform or support managerial functions. Algorithmic management was assessed using the Algorithmic Management Questionnaire, technostress was measured using the Turkish version of the Technostress Creators Scale, and techno-related control was assessed using the Techno-related Control subscale of the Technology-Related Moderator Scale. The measurement model was evaluated through confirmatory factor analysis, and the hypothesized moderation model was tested using Hayes’ PROCESS Macro Model 1. Results Algorithmic management was positively associated with technostress (B = 0.38, p < 0.001), whereas techno-related control was negatively associated with technostress (B = −0.17, p < 0.001). In addition, the interaction between algorithmic management and techno-related control was negative and statistically significant (B = −0.12, SE = 0.038, p = 0.002, 95% CI [−0.19, −0.05]). The interaction explained an additional 2.1% of the variance in technostress (ΔR² = 0.021), indicating that the positive association between algorithmic management and technostress became weaker as techno-related control increased. Discussion These findings suggest that techno-related control may represent a meaningful, although modest, boundary condition in the relationship between algorithmic management and technostress and may help explain differences in how sport science professionals experience technology-mediated managerial demands.

چکیده به فارسی

مقدمه: ادغام فزاینده سامانه‌های دیجیتال و مبتنی بر هوش مصنوعی در سازمان‌های ورزشی، فرایندهای مدیریتی نظیر پایش عملکرد، ارزیابی، برنامه‌ریزی، زمان‌بندی و تصمیم‌گیری را دگرگون ساخته است. این مطالعه به بررسی ارتباط بین مدیریت الگوریتمی و تکنواسترس در میان متخصصان علوم ورزشی پرداخت و نقش تعدیل‌گری کنترل مرتبط با فناوری را مورد بررسی قرار داد. روش‌ها: یک طرح کمی مقطعی با مشارکت ۳۷۲ متخصص علوم ورزشی شاغل در سازمان‌های مرتبط با ورزش که در آن‌ها سامانه‌های دیجیتال یا مبتنی بر هوش مصنوعی برای انجام یا پشتیبانی از وظایف مدیریتی به کار گرفته می‌شود، اجرا شد. مدیریت الگوریتمی با استفاده از پرسشنامه مدیریت الگوریتمی، تکنواسترس با نسخه ترکی استانبولی مقیاس ایجادکنندگان تکنواسترس، و کنترل مرتبط با فناوری با زیرمقیاس کنترل مرتبط با فناوری از مقیاس تعدیل‌گر مرتبط با فناوری ارزیابی شد. مدل اندازه‌گیری از طریق تحلیل عاملی تأییدی ارزیابی شد و مدل فرضی تعدیل‌گری با استفاده از مدل ۱ ماکروی PROCESS Hayes آزمون گردید. یافته‌ها: مدیریت الگوریتمی با تکنواسترس رابطه مثبت داشت (B = 0.38, p < 0.001)، در حالی که کنترل مرتبط با فناوری با تکنواسترس رابطه منفی داشت (B = −0.17, p < 0.001). همچنین، تعامل بین مدیریت الگوریتمی و کنترل مرتبط با فناوری منفی و از لحاظ آماری معنادار بود (B = −0.12, SE = 0.038, p = 0.002, 95% CI [−0.19, −0.05]). این تعامل ۲.۱٪ واریانس اضافی تکنواسترس را تبیین کرد (ΔR² = 0.021)، که نشان می‌دهد با افزایش کنترل مرتبط با فناوری، ارتباط مثبت بین مدیریت الگوریتمی و تکنواسترس تضعیف می‌شود. بحث: این یافته‌ها نشان می‌دهد که کنترل مرتبط با فناوری می‌تواند به عنوان یک شرط مرزی معنادار، هرچند نسبتاً کوچک، در رابطه بین مدیریت الگوریتمی و تکنواسترس مطرح باشد و به تبیین تفاوت‌های تجربه متخصصان علوم ورزشی از الزامات مدیریتی مبتنی بر فناوری کمک کند.

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موضوع‌ها و کلیدواژه‌ها

مدیریتهوشAssociation (psychology)Confirmatory factor analysisControl (management)تعدیل‌گریStructural equation modelingTechnostressTurkishVariance (accounting)

ارجاع

Kara, T., GÜL, O., Sahinler, Y., Çamiçi, F., Gök, O., Keskin, M. T., Ulukan, M., Bayansalduz, M., & Öz, F. (2026). The moderating role of techno-related control in the relationship between algorithmic management and technostress among sport science professionals. Frontiers in Public Health, 14. https://doi.org/10.3389/fpubh.2026.1972493

(Kara et al., 2026)

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MANAJEMEN TRANSFORMASI SUMBER DAYA MANUSIA PENDIDIKAN MENUJU MUTU GLOBAL: STUDI KUALITATIF DI SMP MUHAMMADIYAH 15 SURABAYA

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چکیده

Improving educational quality requires human resource (HR) management that supports teachers’ continuous professional development and adaptation to global demands. This study aims to describe the management of educational HR transformation toward global quality at SMP Muhammadiyah 15 Surabaya and identify its supporting and inhibiting factors. A qualitative approach was employed, with data collected through non-participant observation, interviews, and documentation. Informants were selected through purposive sampling and included the vice principal, the vice principal for curriculum, two teachers, and two students. Data were analyzed through data reduction, data display, conclusion drawing, and verification. The findings indicate that HR transformation is managed through planning, organizing, implementation, supervision, and evaluation. Development programs include internal and external training, a teacher learning community, weekly learning reflection, monthly coaching, and academic supervision. Supporting factors include a collaborative culture, regular professional guidance, and school support. Inhibiting factors comprise limited time, insufficient openness in reflection, short coaching sessions, delayed follow-up, and some teachers’ extrinsic motivation. These findings provide contextual insights into school-level HR management but do not establish program effectiveness in improving student learning outcomes or achieving global quality standards. ABSTRAK Peningkatan mutu pendidikan membutuhkan manajemen sumber daya manusia (SDM) yang mampu mengembangkan kompetensi guru secara berkelanjutan dan adaptif terhadap tuntutan global. Penelitian ini bertujuan mendeskripsikan manajemen transformasi SDM pendidikan menuju mutu global di SMP Muhammadiyah 15 Surabaya serta mengidentifikasi faktor pendukung dan penghambatnya. Penelitian menggunakan pendekatan kualitatif dengan teknik pengumpulan data berupa observasi non-partisipan, wawancara, dan dokumentasi. Informan dipilih secara purposive, meliputi wakil kepala sekolah, wakil kepala sekolah bidang kurikulum, dua guru, dan dua peserta didik. Data dianalisis melalui reduksi data, penyajian data, serta penarikan kesimpulan dan verifikasi. Hasil penelitian menunjukkan bahwa transformasi SDM dikelola melalui perencanaan, pengorganisasian, pelaksanaan, pengawasan, dan evaluasi. Program pengembangan mencakup pelatihan internal dan eksternal, komunitas belajar, learning reflection mingguan, coaching bulanan, dan supervisi akademik. Faktor pendukung meliputi budaya kolaborasi, pembinaan rutin, serta dukungan sekolah, sedangkan hambatannya mencakup keterbatasan waktu, keterbukaan refleksi, durasi coaching, keterlambatan tindak lanjut, dan motivasi ekstrinsik sebagian guru. Temuan ini bersifat kontekstual dan belum membuktikan efektivitas program terhadap hasil belajar atau pencapaian standar mutu global.

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Although Kurikulum Merdeka promotes flexible, student-centered learning, the implementation of Natural and Social Sciences (IPAS) instruction in elementary schools continues to face various challenges. This study aimed to describe the challenges in implementing IPAS instruction under Kurikulum Merdeka in Grade V at SD Negeri 005 Desa Baru, Kampar Regency. The study employed a descriptive qualitative approach involving two fifth-grade teachers and six purposively selected students. Three students had IPAS scores above 75, and three had scores below 75. Data were collected through nonparticipant observation, structured interviews, and documentation and analyzed through data reduction, data display, and conclusion drawing. Data trustworthiness was assessed through triangulation of sources and data collection techniques. The findings identified three domains of challenges related to students, teachers, and learning assessment. Student-related challenges were the most prominent, including differences in understanding, declining attention after approximately 15–20 minutes of lecturing, interest that depended on the type of activity, uneven participation, dependence on external motivation, inconsistent task management, and varying levels of learning readiness. Teacher-related challenges included the breadth of integrated science and social studies content and classroom management during group activities. Assessment involved oral quizzes and student worksheets, supplemented by remedial instruction and enrichment. Achievement scores ranged from 60 to 96, with a mastery threshold of 75. These findings underscore the need for differentiated instruction, concrete and contextually relevant instructional media, clearly assigned group roles, time management, and the use of assessment results to improve instruction. This study provides a contextual account of challenges in IPAS instruction and the need to adapt fifth-grade teaching practices. Its restriction to one school and a focused observation period highlights the need for further research covering more lessons and IPAS topics.

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