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Social Media Use Among School Administrators:A Mixed-Methods Approach to Scale Development and Validation

Niyazi Özer, Süleyman Nihat Şad, Mümtaz Karadağ

Journal of School Administration Research and Development 2026 Vol. 11(2), pp. 171-182
https://doi.org/10.32674/awxjry81

خواندن متن کامل ۱۲ صفحه · خواندن آنلاین · خارج از سقف مطالعه

چکیده

This mixed-methods study had two aims: to determine the purpose of school administrators’ use of social media and to develop and validate a scale measuring those purposes. In the qualitative phase, 15 school principals were interviewed individually, and the social media accounts of five principals were analyzed to identify purposes of use. In the second phase, an instrument was developed and validated across two independent samples of school administrators attending separate in-service training programs organized by the Turkish Ministry of National Education (MONE). Exploratory factor analysis (EFA; n = 156), using principal axis factoring with direct oblimin rotation, revealed a three-factor structure: stakeholder communication, personal use, and professional development, accounting for 65.52% of the total variance. Confirmatory factor analysis (CFA; n = 148) supported the factor structure with satisfactory model fit (χ²/df = 1.60, CFI = .955, RMSEA = .064). Convergent and discriminant validity were established through average variance extracted, composite reliability, McDonald’s omega, and the Fornell–Larcker criterion.

موضوع‌ها و کلیدواژه‌ها

روان‌شناسی سازمانیروان‌سنجیشبکه‌های اجتماعیProfessional developmentpersonal usescale developmentscale validationschool administratorsschool principalssocial media usestakeholder communication

ارجاع

Özer, N., Şad, S. N., & Karadağ, M. (2026). Social Media Use Among School Administrators:A Mixed-Methods Approach to Scale Development and Validation. Journal of School Administration Research and Development, 11(2), 171–182. https://doi.org/10.32674/awxjry81

(Özer et al., 2026)

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قوانین پرسش و گفتگو
  1. با احترام و بدون توهین، تحقیر، برچسب‌زنی یا حمله‌ی شخصی با دیگران گفتگو کنید.
  2. از نوشتن هرگونه اطلاعات هویتی یا قابل‌شناسایی مراجعان، بیماران یا اشخاص ثالث، از جمله نام، شماره‌ی تماس، تصویر، نشانی، محل کار یا جزئیات منحصربه‌فرد پرونده خودداری کنید.
  3. اگر درباره‌ی یک تجربه‌ی بالینی سؤال می‌کنید، اطلاعات را تا حد ممکن بی‌نام و کلی بیان کنید تا امکان شناسایی فرد وجود نداشته باشد.
  4. این بخش برای یادگیری و گفت‌وگوی علمی است و جایگزین ارزیابی، تشخیص، مشاوره یا روان‌درمانی شخصی نیست.
  5. در شرایط بحران یا خطر آسیب به خود یا دیگران، به این بخش اتکا نکنید و برای دریافت کمک فوری با اورژانس اجتماعی ۱۲۳ یا صدای مشاور بهزیستی ۱۴۸۰ تماس بگیرید.
  6. انتشار تبلیغات، معرفی خدمات شخصی، شماره‌ی تلفن، شناسه‌ی شبکه‌های اجتماعی، پیوند تبلیغاتی یا درخواست جذب مراجع در این بخش مجاز نیست.
  7. در بیان ادعاهای علمی، به‌ویژه درباره‌ی اثربخشی درمان‌ها، تشخیص یا یافته‌های پژوهشی، تا حد امکان نام منبع معتبر، مقاله یا راهنمای علمی را ذکر کنید.
  8. از ارائه‌ی تشخیص قطعی، تجویز درمان یا دارو و توصیه‌های بالینی شخصی به سایر کاربران خودداری کنید.
  9. پاسخ‌هایی که کارشناسان فکر بنیان می‌دهند با برچسب «پاسخ فکر بنیان» یا «کارشناس فکر بنیان» نمایش داده می‌شوند و سایر نوشته‌ها بیانگر نظر کاربران هستند.
  10. گزارش نوشته‌ی نامناسب: اگر نوشته‌ای حاوی نقض محرمانگی، محتوای آسیب‌زا، توهین، تبلیغ یا تخلف از این قوانین است، گزینه‌ی «گزارش» را انتخاب کنید تا تیم سایت بررسی کند.

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Budaya Organisasi Berbasis Nilai Amanah dan Ihsan dalam Memperkuat Komitmen Guru

Yushinta; Dewi Purnama Sari; Hendra Harmi; Aida Rahmi Nasution Islamic Education and Research Academy., 2026, Vol. 7, Issue 3, pp. 729-746 https://doi.org/10.59689/iera.v7i3.2222

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School organizational culture in Islamic education requires ethical foundations that can support teachers' professional responsibility without neglecting their well-being. This article develops an analytical framework for examining the internalization of amanah (trustworthiness and accountability) and ihsan (excellence and care) in relation to teachers' organizational commitment at SDIT Ar-Raihan, Pagar Alam, Indonesia. A qualitative single-case study is proposed, involving purposively selected school leaders, teachers, and educational staff, with semi-structured interviews, nonparticipant observations, document analysis, and reflexive thematic analysis. A synthesis of recent scholarship indicates that value-based culture may influence affective and normative commitment through trustworthy leadership, professional meaning, organizational justice, and collegial support; continuance commitment also depends on employment conditions. These relationships are presented as propositions requiring field verification, not as empirical findings from the school. The framework offers an ethically grounded direction for examining teacher commitment and improving Islamic school management.

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The mediating role of internal quality assurance cells in the relationship between university–industry collaboration and graduate employability outcomes

Md. Mohidul Islam; Md. Jafor Ali; Imrose Afrine; Mohammad Sahabuddin; Mahbuba Sarker Shama Discover Education, 2026, Vol. 5, Issue 1, pp. 1280 https://doi.org/10.1007/s44217-026-02302-2

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Graduate employability Outcomes (GEO) is a crucial issue in emerging countries, where skill gaps and unemployment among university graduates are consistently rising. In this context, higher education institutions (HEIs) play a pivotal role in developing a strategic approach to fill the gap through collaboration between academia and industry. Nowadays, every higher education institution in emerging countries has an internal quality assurance cell (IQAC), and they play a critical role in ensuring continuous improvement, stakeholder engagement, and curriculum development. However, despite the growing relevance of this issue, limited empirical studies have been conducted on the mediating role of IQAC in the relationship between industry and academia for confirming graduate employability in an emerging economy, like Bangladesh. The purpose of this study is to examine the mediating role of IQAC, including university curriculum (UC), job scholars’ opportunities (JSO), on the association between university-industry collaboration (UIC), and university GEO in Bangladesh, using partial least squares structural equation modelling (PLS-SEM) under the quantitative research approach. Data were collected using a structured questionnaire from university graduates, faculty members, and administrative staff. The empirical evidence reveals that UIC significantly contributes to GEO; moreover, IQAC plays a substantial mediating role, including UC and JSO. The findings of the study offer practical contributions for higher educational institutions (HEIs), policymakers, and industry experts to continuously improve graduate employability outcomes, such as practical competencies, skills development, and job readiness.

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Linking Instructional Leadership Behaviour to Job Performance of Lecturers at Public Universities

Kofi Nkonkonya Mpuangnan; Evans Ennin Dickson; Samantha Govender Philip Roth Studies, 2026 https://doi.org/10.5281/zenodo.23834312

چکیده

ABSTRACT. The relationship between instructional leadership behaviours and lecturers’ job performance is important in higher education. Understanding this relationship can help academic leaders support lecturers and improve teaching, research, and academic development. Therefore, this study determines how instructional leadership behaviour of heads of departments (HoDs) influences lecturers’ job performance at the major public universities in Kumasi, Ghana. A cross-sectional survey design was employed to collect data from lecturers in public universities at a single point in time. The sample includes public university lecturers. A stratified random sampling technique was used to select 155 lecturers to provide quantitative data. Data were collected using a questionnaire and analyzed with both descriptive and inferential statistics, including frequencies, percentages, means, and standard deviations, along with the Pearson product-moment correlation coefficient. The findings indicate that HoDs demonstrate active involvement in setting institutional direction, monitoring instruction, and supporting staff development. However, the findings reveal insufficient mentorship to support lecturers’ professional learning and performance. This lack of mentorship could limit opportunities for developing leadership potential among teachers and supporting their career growth. Lecturers displayed effectiveness in their teaching practices. The statistical results confirmed a significant effect of instructional leadership behaviours on lecture delivery (F(4,98) = 20.382, p < 0.01). It was recommended that HoDs should communicate departmental goals clearly and ensure that lecturers understand their teaching, assessment, research, and administrative responsibilities. Additionally, the strong positive correlation between the communication of institutional objectives and lecturer effectiveness highlights the need for university goals, teaching expectations, and performance standards to be communicated clearly across departments.

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چکیده

ABSTRACT Introduction Anxiety is central to the psychotherapy process, yet psychotherapists routinely infer a client's anxiety intensity from observable behaviour rather than from formal measurement, with no widely accepted framework to organise which observable markers indicate which levels of anxiety. This exploratory study examined how therapists make such classifications. Method Ninety‐one mental health professionals were randomly assigned to classify 41 text‐described behavioural and physiological markers using either a 5‐level or a simplified 3‐level category system, both derived from an integrated model of state anxiety in psychotherapy. Results Response distributions departed significantly from uniformity for nearly all markers in both formats, and the rank ordering of markers by intensity was highly consistent across formats, suggesting that therapists may share broad intuitions about relative marker intensity. Which markers elicited agreement, however, was far less reproducible, depending substantially on the response format. Convergence also depended on where the agreement criterion was set, declining from 90.2% to 51.2% of markers in the 3‐level format and from 63.4% to 22.0% in the 5‐level format as the criterion rose from > 0.50 to > 0.70. The 3‐level format yielded more classifiable markers at every criterion, although this advantage was not consistent across indices, whereas the 5‐level format elicited fewer ‘Insufficient to Determine’ responses. Markers placed at the highest intensity levels were classified most consistently. Discussion These findings offer preliminary groundwork for research on marker operationalisation, contextualised rating tasks and the development of training materials for psychotherapy process research.

سایت ناشر ↗ دسترسی آزاد

Impact of Problem Focused Coping Strategy on Female Principals Stress Management

Humaira Tabassum; Shumaila Malik International Journal of Emerging Multidisciplinaries Social Science, 2026, Vol. 5, Issue 6, pp. 1-17 https://doi.org/10.54938/ijemd-ss.2026.05.6.876

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The stress facing the educational leadership as school principals are required to deal with administrative management, supervision of staff, academic performance and institutional development. There are specific issues that may affect female principals in addition to the other factors listed above: Interpersonal demands, competing professional demands, and work–life balance. Problem-Focused Coping Strategies (PFCS) may be a way to cope with stress by identifying the sources of stress, planning and problem solving, prioritizing and making positive decisions. The present study investigated the correlation between PFCS and Stress Management (SM) of female school principals. The method of quantitative research was employed and data was gathered from 74 principals (females). Analysis of the correlation showed a weak negative correlation between PFCS and SM (r = -.117). The regression model accounted for about 1.4% of the variability in SM (R2 = .014). The overall regression model was not significant (F (1,72) = 1.005, p = .319). The regression coefficient for PFCS was also negative and not significantly different from 0 (B = -.254, β = -.117, p = .319). The results of this study suggest that there was no statistically significant predictive relationship found between the female principals who participated in the study and PFCS and SM. The results do not show that problem-focused coping is not effective, however; it does imply that it may be insufficient to account for variations in stress management in this sample. The results indicate that there is a need to explore further individual and organizational factors, such as workload, institutional support, leadership experience, resources, and work–life balance. More research is needed using larger samples, measuring instruments that have been established and validated, and using longitudinal or intervention designs to investigate the role of problem-focused coping in stress management. Other professional development programs that could be beneficial for educational authorities include those related to problem solving, time management, delegation, and conflict resolution. The research brings insights from the sphere of stress amongst female educational leaders to the discussion and provides some insights for future research directions.

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