There is considerable correspondence between theories and models used in biology and the social sciences. One type of model that is in use in both biology and the social sciences is the fitness landscape model. The properties of the fitness landscape model have been applied rather freely in the social domain. This is partly due to the versatility of the model, but it is also due to the difficulties of transferring a model to another domain. We will demonstrate that in (...) order to transfer the biological fitness landscape model to the social science it needs to be substantially modified. We argue that the syntactic structure of the model can remain unaltered, whilst the semantic dimension requires considerable modification in order to fit the specific phenomena in the social sciences. We will first discuss the origin as well as the basic properties of the model. Subsequently, we will demonstrate the considerations and modifications pertaining to such a transfer by showing how and why we altered the model to analyse collective decision-making processes. We will demonstrate that the properties of the target domain allow for a transfer of the syntactic structure but don’t tolerate the semantic transfer. (shrink)

As algorithms pervade numerous facets of daily life, they are incorporated into systems for increasingly diverse purposes. These systems’ results are often interpreted differently by the designers who created them than by the lay persons who interact with them. This paper offers a proposal for human-centered algorithm design, which incorporates human and social interpretations into the design process for algorithmically based systems. It articulates three specific strategies for doing so: theoretical, participatory, and speculative. Drawing on the author’s work designing and (...) deploying multiple related systems, the paper provides a detailed example of using a theoretical approach. It also discusses findings pertinent to participatory and speculative design approaches. The paper addresses both strengths and challenges for each strategy in helping to center the process of designing algorithmically based systems around humans. (shrink)

Unreasonable expectations about the nature and character of scientific knowledge support the widespread political assumption that predictive scientific assessments are a necessary precursor to environmental decision making. All too often, the practical outcome of this assumption is that scientific uncertainty becomes a ready-made dodge for what is in reality just a difficult political decision. Interdisciplinary assessments necessary to address complex environmental policy issues invariably result in findings that are inherently contestable, especially when applied in the unrestrained realm of partisan politics. (...) In this article, the authors argue that predictive scientific assessments are inherently limited in the extent to which they can guide policy development and that rigorous scientific assessments can be much more valuable in the role of ex post policy evaluation than they can in the context of ex ante policy formulation. (shrink)

Environmental change requires individuals and institutions to facilitate adaptive governance. However, facilitating adaptive governance may be difficult because resource users’ perceptions of desirable ways of life vary. These perceptions influence preferences related to environmental governance and may stem from the ways individuals subjectively value their work and their connections to their environment. This paper uses a value-based approach to examine individual and institutional preferences for adaptive governance in Carelmapu, Chile. We show that two groups had different value frames rooted in (...) divergent ontologies which influenced their actions related to adaptive governance, creating conflict. (shrink)

Many medical services lack robust evidence of effectiveness and may therefore be considered “unnecessary” care. Proactively withdrawing resources from, or de-funding, such services and redirecting the savings to services that have proven effectiveness would enhance overall health system performance. Despite this, governments have been reluctant to discontinue funding of services once funding is in place. The focus of this study is to understand how the framing of an issue or problem influences government decision-making related to de-funding of medical services. To (...) achieve this, a framework describing how problem frames, or explanatory naratives, influence government policy decisions was developed and applied to actual cases. The two cases selected were the Ontario government’s decisions to de-fund the drug Oxycontin and blood glucose test strips used by patients with diabetes. A qualitative content analysis of public discourse surrounding these two resource withdrawal examples was conducted and described using the framework. In the framework, government decision-making is a partial reflection of the visibility of the policy issue and complexity of the causal story told within a problem frame. By applying this framework and considering these two key characteristics of problem frames, we can better understand, and possibly predict, the shape and timing of government policy decisions to withdraw resources from medical services. (shrink)

Europe is witnessing increasing protests against mining. Social movements mobilizing against resource extraction projects, (i.e. anti-extraction movements) are typically heterogeneous actor networks using diverse tactics to stop projects and promote other forms of societal development. I investigate two prominent anti-extraction movements in Sweden and explore how movement actors’ goals and interpretations of contextual opportunities shape their strategies and tactics. I study tactics over eleven years and use frame analysis to explore actors’ goals, interpretations, and strategies. Results show how diverse goals (...) lead to diversification of tactics in movements by prompting movement actors to relate to different policy areas, that is, issue-specific contexts. Furthermore, actors’ experiences of interacting in different issue-specific contexts created differences in actors’ retrospective reasoning, which reinforced variation in tactics by informing interpretations of contextual opportunities. The study contributes to social movement theory by explicating how the content of goals shape interpretations of contextual opportunities and by extension diversify movement actors’ strategies and tactics. This adds to the understanding of how socio-political context influence tactical choices in concert with other explanations such as action traditions, diffusion, and available resources. Understanding diversification of movement tactics is important for handling increasingly complex conflicts over natural resources. (shrink)