Context in mechanism-based explanation

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August undefined, 2024

WebAbstract In this article, we discuss the issue of context-dependence of mechanism-based explanation in the social sciences. The different ways in which the context-dependence … WebOct 7, 2024 · Our interpretation of items was based on the definition of context and mechanisms (see methods section), and information provided in the source publications, which was often limited. ...

Unpacking context in realist evaluations: Findings from a comprehensive ...

WebAbstract. Aim: To discuss the construction of context-mechanisms-outcomes (CMOs) developed as part of a realistic evaluation study of two aggression management training … WebOct 25, 2024 · In the context of theory-based evaluation, Funnell and Rogers (2011: 351) have advocated for “program archetypes,” that is, “classes of interventions that are used to activate mechanisms for change.” Common archetypes include information, incentives and sanctions, case management, community capacity building, and direct service delivery ... eat up the clock

Mechanism-based theorizing and generalization from case studies

WebSituational Action Theory (SAT) is a general, dynamic and mechanism-based theory of crime and its causes that analyses crime as moral actions. SAT proposes to explain all kinds of acts crime (hence, general ), stresses the importance of analysing the person-environment interaction and its changes (hence, dynamic ), and focuses on identifying ... WebFeb 23, 2016 · Summary. Threat intelligence is evidence-based knowledge (e.g., context, mechanisms, indicators, implications and action-oriented advice) about existing or emerging menaces or hazards to assets. CISOs should plan for current threats, as well as those that could emerge in the long term (e.g., in three years). WebFeb 17, 2024 · In our study (Dahlke et al. 2024), we addressed the problem of data scarcity by using different types of observational and experimental data together with statistical (phylogenetic) data imputation, and by placing our analysis into the context of a physiological concept, which provides a mechanism-based explanation for the … eat up slim down recipes

At the interface between the formal and informal, the actual and …

Intuitive Understanding of Attention Mechanism in Deep Learning

WebFeb 11, 2016 · The article attempts to develop a clearer definition of causal mechanisms to provide scholars with a framework for theorising mechanisms in a fashion that is amenable to in-depth empirical analysis using PT. ABSTRACT Process-tracing (PT) as a distinct case-study methodology involves tracing causal mechanisms that link causes … Webmechanism be an “entity that—when activated—generates an outcome of interest.” This definition “assumes that . . . if the mechanism actually oper-ates, it will always produce the outcome of interest” (p. 580). Mahoney’s definition implies, importantly, that mechanisms are the bases of deterministic, lawlike statements. company as trustee for family trustWebDec 1, 2024 · The distinction between causal scenarios and mechanism schemes is important for understanding mechanism-based theorizing. 1. Introduction. … company attendance sheet翻译

"WebFeb 3, 2024 · The different ways in which the context-dependence and context-independence of mechanism-based explanation have been understood in the social sciences are often motivated by different and apparently incompatible understandings of … " - Context in mechanism-based explanation

Context in mechanism-based explanation

Mechanism-based theorizing and generalization from case studies

WebMar 20, 2024 · A critical and apparent disadvantage of this fixed-length context vector design is the incapability of the system to remember longer sequences. Often is has …

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WebOct 6, 2024 · Introduction. The idea of mechanism-based explanation is not new to the social sciences (Gerring, 2008; Hedström & Swedberg, 1998) and scholars from various backgrounds have discussed the virtue of analyzing causal mechanisms also in evaluation (Chen, 1990; Rogers & Weiss, 2007; Weiss, 1998).The spectrum of mechanism-based … WebMar 20, 2024 · A critical and apparent disadvantage of this fixed-length context vector design is the incapability of the system to remember longer sequences. Often is has forgotten the earlier parts of the sequence once it has processed the entire the sequence. The attention mechanism was born to resolve this problem. Let’s break this down into …

WebThe problem of context in research. In the social sciences, conceptual confusion and inconsistent use of terms is a fundamental source of difﬁculty in theoretical frameworks and empirical analysis (Collier et al., Citation 2006).We wish to avoid collapsing the debate into a discussion of what ‘context is’ or ‘is not’ (for reasons we elaborate on further later in the … WebFeb 3, 2024 · Context in Mechanism-Based Explanation. February 2024. Philosophy of the Social Sciences 51 (4):004839312199165. DOI: 10.1177/0048393121991657. …

WebFeb 3, 2024 · Instead, we suggest that the different varieties of context-dependence are best seen as corresponding to different research goals. Rather than conflicting with one … WebApr 26, 2024 · Based on the realist assumption that all interventions and programmes have underlying hypotheses outlining how they are assumed to work, and the factors that might cause change, realist ‘programme theories’ are expressed in terms of context, mechanism and outcome (CMO) configurations [26, 27].

WebMar 23, 2024 · The methodological approach is geared towards building robust case-based explanation with due attention to context and the roles of different actors. The combination of different social science methods will lead us to a better grasp of the inherently political nature of social accountability. ... Pozzoni G, Kaidesoja T. Context in Mechanism ...

http://sage.cnpereading.com/paragraph/download/?doi=10.1177/0048393121991657 eat urbanmeadowcafe.comWebIn this article, we discuss the issue of context-dependence of mechanism-based explanation in the social sciences. The different ways in which the context-dependence … eatupwardfarmsWebJun 5, 2024 · The generative approach to social science, in which agent-based simulations (or other complex systems models) are executed to reproduce a known social phenomenon, is an important tool for realist explanation. However, a generative model, when suitably calibrated and validated using empirical data, represents just one viable candidate set of … eatures outdoor sports businessWebnance mechanism would cause words in the reader’s knowledge base that are re-lated to the context to be activated; and these words, along with the words in the context, would … eat up weight gainWebMay 29, 2024 · Abstract. This introductory chapter outlines a mechanism-based approach as a new way of explaining social policy. The chapter first introduces causal … eat v3WebMay 16, 2013 · Summary. Threat intelligence is evidence-based knowledge, including context, mechanisms, indicators, implications and actionable advice, about an existing or emerging menace or hazard to assets that can be used to inform decisions regarding the subject's response to that menace or hazard. company at mesa azWebA mechanism-oriented or mechanism-based explanation of how a phenomenon is thought to be—or might be—generated can be characterized by an approximate location along the spectrum in Figure 1c. Photosynthesis provides an example where the explanation of the phenomenon is located right of ... A mechanism is situated in wider … company at the time of invention