Convenience sampling dominates social science research. But there is a paucity of studies comparing the impact of sample source type based on composite-based theoretical model relationships. This study empirically tests four different sample sources (e.g. student, crowdsourced, professional panel, and respondent driven social network) to assess…

Purpose: To advance the discussion of retro-innovation and highlight the implications this has for the provision of agricultural advice and the role of advisors. Design/Methodology/Approach: 70 interviews with farmers and 10 interviews with experts on biological pest control and direct marketing in Latvia were conducted. Findings: Biological pest…

Candidates who pursue a Doctor of Education (EdD) often have a unique set of challenges as these candidates typically hold professional leadership roles in schools, districts, or organizations while taking courses and completing a dissertation. EdD candidates may benefit from participating in a mentoring relationship to gain social, emotional,…

This experimental investigation considers how the inherent conceptual structure of external representations influences individuals' knowledge structure, and in addition proposes a measure of global collective knowledge to account for the influence of pre-existing knowledge structure. In two studies, undergraduates in a hospitality management…

Two approaches for the statistical analysis of social network generation are widely used; the tie-oriented exponential random graph model (ERGM) and the stochastic actor-oriented model (SAOM) or Siena model. While the choice for either model by empirical researchers often seems arbitrary, there are important differences between these models that…

Purpose: This paper traces the incorporation of western educational histories in the development of normal-school curricula during the late Qing Dynasty and the Republic of China (1901-1944). It uses publication networks to show how the study of comparative educational history facilitated the international circulation of knowledge in the teaching…

Multiliteracies is not only concerned with learners' meaning-making using multiple communication and representation channels but with individuals' contributions towards a collaborative and participatory culture. However, understanding collective knowledge construction in computer-mediated discussions is challenging due to large and complex digital…

The present study compares two methods for assessing peer influence: the longitudinal actor-partner interdependence model (L-APIM) and the longitudinal social network analysis (L-SNA) Model. The data were drawn from 1,995 (49% girls and 51% boys) third grade students (M[subscript age] = 9.68 years). From this sample, L-APIM (n = 206…

Social Network Analysis (SNA) is a promising yet underutilized tool in the international development field. SNA entails collecting and analyzing data to characterize and visualize social networks, where nodes represent network members and edges connecting nodes represent relationships or exchanges among them. SNA can help both researchers and…

Social networks play an important role in creating positive outcomes for members of social structures, for example, highly networked individuals experience increased performance, productivity, and scholarly outputs in academia. Social network analysis (SNA) provides researchers with an effective method to evaluate the functionality of teams and,…

Network meta-analysis (NMA) is a statistical technique for the comparison of treatment options. Outcomes of Bayesian NMA include estimates of treatment effects, and the probabilities that each treatment is ranked best, second best and so on. How exactly network topology affects the accuracy and precision of these outcomes is not fully understood.…

In-depth understanding of nature of science (NOS) moves beyond knowledge of discrete NOS aspects to consider connections among NOS aspects. This study presents three teacher cases pre to post a nature of science graduate course to explore the potential of an innovative analytic approach that focuses on the connections individual learners make…

In this article, I analyse documents from the Pedagogical Museum of Paris, particularly the writings of Ferdinand Buisson (1878-1879), in which the author addresses not only the French experience but others too. This analysis allowed me to outline a network of transnational sociability composed by intellectuals, pedagogues, and people from public…

Purpose: Educators need to engage in continuous learning to ensure that their knowledge and practice responds to the changing needs of society and students. Collaborative approaches, in which social capital resource is exchanged, can serve as an effective way of facilitating such learning. With this systematic review, the authors identify the…

In this reflective piece, representatives of the agencies that funded and managed the Early Learning Systems Research program -- the UK Foreign, Commonwealth and Development Office (FCDO) and the World Bank -- take stock of recent global developments in research, policy, and financing by donors for early childhood education (ECE). A rapid increase…