When engaging in community-based research, it is important to consider ethical research practices throughout the project. While current research practices require many investigators to obtain approval from an ethics review board before starting a project, more is required to ensure that ethical principles are applied once the investigations begin and after the investigations are complete. In response to this concern, as expressed by workers at a feminist non-profit during a community placement, we developed a tool to foster both greater ethical (...) and feminist research practice in community-based research. Using feminist theories, methodologies, and concepts such as epistemic justice, epistemic trust, and coauthorship, a tool was developed to support researchers and other collaborators in building relationships of reciprocity. This tool, called the Research Responsibility Agreement (RRA) invites all members of a research project to explicitly reflect on their role in the research, their relationships with other collaborators, their responsibility to contributing meaningfully in the project, and their plans to remain accountable to one another. In doing so, the RRA adds to existing tools that support ethical research by sharing explicit reflections from all collaborators on how to prevent harm and by asking them to reflect on ethical practices beyond the initial stages of the project. The RRA also encourages greater engagement from researchers and collaborators toward building meaningful relationships with each other, and with participants, to work together in advancing social change. As a practical tool that promotes reflection, that builds relationships, and that holds all parties accountable to ethical and feminist research practices, the RRA has the potential to generate impactful change in community-based research projects and beyond. While the RRA is tailored to community-based research, it can be applied widely to any research project and has the potential to revolutionize how research relationships are built across disciplines. (shrink)

Search in an environment with an uncertain distribution of resources involves a trade-off between exploitation of past discoveries and further exploration. This extends to information foraging, where a knowledge-seeker shifts between reading in depth and studying new domains. To study this decision-making process, we examine the reading choices made by one of the most celebrated scientists of the modern era: Charles Darwin. From the full-text of books listed in his chronologically-organized reading journals, we generate topic models to quantify his local (...) (text-to-text) and global (text-to-past) reading decisions using Kullback-Liebler Divergence, a cognitively-validated, information-theoretic measure of relative surprise. Rather than a pattern of surprise-minimization, corresponding to a pure exploitation strategy, Darwin’s behavior shifts from early exploitation to later exploration, seeking unusually high levels of cognitive surprise relative to previous eras. These shifts, detected by an unsupervised Bayesian model, correlate with major intellectual epochs of his career as identified both by qualitative scholarship and Darwin’s own self-commentary. Our methods allow us to compare his consumption of texts with their publication order. We find Darwin’s consumption more exploratory than the culture’s production, suggesting that underneath gradual societal changes are the explorations of individual synthesis and discovery. Our quantitative methods advance the study of cognitive search through a framework for testing interactions between individual and collective behavior and between short- and long-term consumption choices. This novel application of topic modeling to characterize individual reading complements widespread studies of collective scientific behavior. (shrink)

We show how faceted search using a combination of traditional classification systems and mixed-membership topic models can go beyond keyword search to inform resource discovery, hypothesis formulation, and argument extraction for interdisciplinary research. Our test domain is the history and philosophy of scientific work on animal mind and cognition. The methods can be generalized to other research areas and ultimately support a system for semi-automatic identification of argument structures. We provide a case study for the application of the methods to (...) the problem of identifying and extracting arguments about anthropomorphism during a critical period in the development of comparative psychology. We show how a combination of classification systems and mixed-membership models trained over large digital libraries can inform resource discovery in this domain. Through a novel approach of “drill-down” topic modeling—simultaneously reducing both the size of the corpus and the unit of analysis—we are able to reduce a large collection of fulltext volumes to a much smaller set of pages within six focal volumes containing arguments of interest to historians and philosophers of comparative psychology. The volumes identified in this way did not appear among the first ten results of the keyword search in the HathiTrust digital library and the pages bear the kind of “close reading” needed to generate original interpretations that is the heart of scholarly work in the humanities. Zooming back out, we provide a way to place the books onto a map of science originally constructed from very different data and for different purposes. The multilevel approach advances understanding of the intellectual and societal contexts in which writings are interpreted. (shrink)

Smith, Glass, and Miller have reported a meta-analysis of over 500 studies comparing some form of psychological therapy with a control condition. They report that when averaged over all dependent measures of outcome, psychological therapy is. 85 standard deviations better than the control treatment. We examined the subset of studies included in the Smith et al. metaanalysis that contained a psychotherapy and a placebo treatment. The median of the mean effect sizes for these 32 studies was. 15. There was a (...) nonsignificant inverse relationship between mean outcome and the following: sample size, duration of therapy, use of measures of outcome other than undisguised self-report, measurement of outcome at follow-up, and use of real patients rather than subjects solicited for the purposes of participation in a research study. A qualitative analysis of the studies in terms of the type of patient involved indicates that those using psychiatric outpatients had essentially zero effect sizes and that none using psychiatric inpaticnts provide convincing evidence for psychotherapeutic effectiveness. The onty studies clearly demonstrating significant effects of psychotherapy were the ones that did not use real patients. For the most part, these studies involved small samples of subjects and brief treatments, occasionally described in quasibeliavioristic language. It was concluded that for real patients there is no evidence that the benefits of psychotherapy are greater than those of placebo treatment. (shrink)

In our global neocolonial and neoliberal present, so-called solutions to settler-Indigenous conflict are often framed as a reconciliation achieved through a multicultural democratic society. However, this conception of resolution frequently adopts a superficial understanding of culture that ultimately understands cultural difference as reconcilable in the sense that other cultures can be folded into or made compatible with dominant cultural norms. On Turtle Island (North America), especially within the settler colonial context, such reconciliation as resolution becomes a differently fashioned form of (...) domination as assimilation especially from the vantage points of Indigenous nations and Afro-descended peoples. This essay explores the ontological incommensurabilities of cultural difference that resist assimilation or translation into dominant Euro-Western cultural frameworks. It does this through examining the way culture and ontological orientation, or world-senses, are made and live on through various modes of cultural preservation and practice. I examine these ideas through Indigenous practices of orality, origin stories, ceremony, and cultural revitalization. (shrink)