The advent of ChatGPT by OpenAI has prompted extensive discourse on its potential implications for science and higher education. While the impact on education has been a primary focus, there is limited empirical research on the effects of large language models (LLMs) and LLM-based chatbots on science and scientific practice. To investigate this further, we conducted a Delphi study involving 72 researchers specializing in AI and digitization. The study focused on applications and limitations of LLMs, their effects on the science (...) system, ethical and legal considerations, and the required competencies for their effective use. Our findings highlight the transformative potential of LLMs in science, particularly in administrative, creative, and analytical tasks. However, risks related to bias, misinformation, and quality assurance need to be addressed through proactive regulation and science education. This research contributes to informed discussions on the impact of generative AI in science and helps identify areas for future action. (shrink)

ObjectiveTo prospectively study the cingulate cortex for the localization and role of the grasping action in humans during electrical stimulation of depth electrodes.MethodsAll the patients with intractable focal epilepsy and a depth electrode stereotactically placed in the cingulate cortex, as part of their pre-surgical epilepsy evaluation from 2015 to 2017, were included. Cortical stimulation was performed and examined for grasping actions. Post-implantation volumetric T1 MRIs were co-registered to determine the exact electrode position.ResultsFive patients exhibited contralateral grasping actions during electrical stimulation. (...) All patients had electrodes implanted in the ventral bank of the right cingulate sulcus adjacent to the vertical anterior commissure line. Stimulation of other electrodes in adjacent regions did not elicit grasping.ConclusionGrasping action elicited from a localized region in the mid-cingulate cortex directly supports the concept of the cingulate cortex being crucially involved in the grasping network. This opens an opportunity to explore this region with deep brain stimulation as a motor neuromodulation target for treatment in specific movement disorders or neurorehabilitation. (shrink)

Reintroduction programs in which captive-bred or reared animals are released into natural habitats are considered a key approach for conservation; however, success rates have generally been low. Accounting for factors that enable individual animals to have a greater chance of survival can not only improve overall conservation outcomes but can also impact the welfare of the individual animals involved. One such factor may be individual personality, and personality research is a growing field. This type of research presents animal welfare scientists (...) with the opportunity to develop behavior profiles that may predict how particular individuals cope with challenges. This has direct implications for both in situ and ex situ populations and can bridge the gap between animal welfare and conservation. We designed a project to ascertain the presence of personality traits in Blanding’s turtles (Emydoidea blandingii), a species of special concern in the state of Michigan, and assess potential links between traits and post-release success. As hypothesized, the Blanding’s turtles in this study displayed behavioral responses to modified open field tests indicative of distinct personality traits: exploration, boldness and aggression. Additionally, the personality traits were correlated differently with survival and behavior patterns when the turtles were released into the Shiawassee National Wildlife Refuge. More exploratory turtles had higher survival rates, while neither boldness nor aggression were related to survival. Exploratory turtles were also more likely to travel longer distances after release. The use of muskrat dens was related to increased survival, and both bolder and more exploratory turtles made higher use of this feature. Exploratory and aggressive turtles were found basking outside of water more often, while bold turtles were more likely to be found at the water surface. Both of these basking behaviors may increase the risk of predation and may be reflective of a trade-off between risk and behaviors related to physiological health. Understanding how personality affects behavior and survival post-release can be a critical tool for improving reintroduction success. Zoo animal welfare scientists and practitioners can implement approaches that improve the welfare of individuals within the context of conservation initiatives. (shrink)

Humans’ indigenous microbes strongly influence organ functions in an age‐ and diet‐dependent manner, adding an important dimension to aging biology that remains poorly understood. Although age‐related differences in the gut microbiota composition correlate with age‐related loss of organ function and diseases, including inflammation and frailty, variation exists among the elderly, especially centenarians and people living in areas of extreme longevity. Studies using short‐lived as well as nonsenescent model organisms provide surprising functional insights into factors affecting aging and implicate attenuating effects (...) of microbes as well as a crucial role for certain transcription factors like forkhead box O. The unexpected beneficial effects of microbes on aged animals imply an even more complex interplay between the gut microbiome and the host. The microbiome constitutes the major interface between humans and the environment, is influenced by biosocial stressors and behaviors, and mediates effects on health and aging processes, while being moderated by sex and developmental stages. (shrink)

Critics of SRI have said little about the integrity of corporate representations resulting in screening inclusion or exclusion. This is surprising given social and environmental accounting research that finds corporate posturing and deception in the absence of external verification, and a parallel body of literature describing corporate "greenwashing" and other forms of corporate disinformation. In this paper I argue that the problems and challenges of ensuring fair and accurate corporate social reporting mirror those accompanying corporate compliance with law. Similarities and (...) points of convergence between social reporting and corporate compliance are discussed, along with proposals for reform. (shrink)

Metacognitive training (MCT) was developed to promote awareness of reasoning biases among patients with schizophrenia. While MCT has been translated into 31 languages, most MCT studies were conducted in Europe, including newer evidence recommending an individualized approach of delivery. As reasoning biases covered in MCT are separable processes and are associated with different symptoms, testing the effect of selected MCT modules would help to develop a targeted and cost-effective intervention for specific symptoms and associated mechanisms. This study tested the efficacy (...) of a 4-session metacognitive training for delusions, MCTd (in Traditional Chinese with cultural adaptations, provided individually), as an adjunct to antipsychotics in reducing severity and conviction of delusions, jumping to conclusions bias and belief inflexibility. Forty-four patients with delusions were randomized into the MCTd or the wait-list control condition. Patients on wait-list received the same MCTd after four weeks of treatment as usual. Assessment interviews took place before and after the treatment, and at 4-week follow-up. There was an additional baseline assessment for the controls. Jumping to conclusions and belief flexibility were measured by the beads tasks and the Maudsley Assessment of Delusions Scale. Attendance rate of the MCTd was satisfactory (84.5%). Compared to treatment as usual, there was a greater reduction in psychotic symptoms, delusional severity and conviction following MCTd. There was a large treatment effect size in improvement in belief flexibility. Improvement in reaction to hypothetical contradiction predicted treatment effect in positive symptoms and delusions. Jumping to conclusions bias was reduced following MCTd, although the treatment effect was not significantly larger than TAU. Our results support the use of process-based interventions that target psychological mechanisms underlying specific psychotic symptoms as adjuncts to more conventional approach. (shrink)

Efforts to institutionalize ethics in corporations have been discussed without first addressing the desirability of norm conformity or the possibility that the means used to elicit conformity will be coercive. This article presents a theoretical context, grounded in models of social control, within which ethics initiatives may be evaluated. Ethics initiatives are discussed in relation to variables that already exert control in the workplace, such as environmental controls, organizational controls, and personal controls.

The production of complex sequences like music or speech requires the rapid and temporally precise production of events (e.g., notes and chords), often at fast rates. Memory retrieval in these circumstances may rely on the simultaneous activation of both the current event and the surrounding context (Lashley, 1951). We describe an extension to a model of incremental retrieval in sequence production (Palmer & Pfordresher, 2003) that incorporates this logic to predict overall error rates and speed—accuracy trade-offs, as well as types (...) of serial ordering errors. The model—assumes that retrieval of the current event is influenced by activations of surrounding events. Activations of surrounding events increase over time, such that both the accessibility of distant events and overall accuracy increases at slower production rates. The model's predictions were tested in an experiment in which pianists performed unfamiliar music at 8 different tempi. Model fits to speed—accuracy data and to serial ordering errors support model predictions. Parameter fits to individual data further suggest that working memory contributes to the retrieval of serial order and overall accuracy is influenced in addition by motor dexterity and domain-specific skill. (shrink)

The purpose of this study was to determine if reading achievement of students from high-poverty US schools differs as a function of participation in summer tutoring versus access to books. Data fro...

Academic accrediting/standard-setting bodies and the accounting profession view the continued emergence of reputation-damaging ethical transgressions within the accounting profession as a failure of accounting education to effectively implement necessary reforms. Although accounting educators have proposed various frameworks and instructional methods for improving ethics education, accounting still lags behind other professions in the moral development of aspiring professionals. The purpose of this paper is to provide a model for an enhanced ethics course developed for an accounting curriculum. The model course was (...) designed to respond to identified deficiencies in accounting ethics education and improve the moral development of accounting students. The paper discusses course design, delivery methods, educational goals, topical coverage and assessment of learning. Assessment data indicated that accounting students’ levels of moral development improved to a level consistent with other professions upon successful completion of the course. (shrink)

Despite attention to the concerns of labor migration by public policy makers and scholars, the effects of international recruitment policies in developed nations on the economies of the developing world have been largely unaddressed by management literature. This work addresses that lacuna by combining hitherto separate streams of management scholarship with the fledgling fields of nation and employer branding to consider their synthesis in an international context. This combination introduces the possibility for evaluating the effects of recruitment practices on developing (...) economies and creates space for future research regarding ethical international recruitment policies. We explore and discuss these issues from the perspective of potential employees in developing economies and offer suggestions to guide future research in this area. (shrink)

This chapter contains sections titled: An Economic Model of Carroll Towing Relaxing the Model's Initial Assumptions Efficiency as a Norm Some Limitations of Law and Economics Conclusion References.

Ethicists and legal theorists have proposed models of corporate culpability that shift the standard of guilt determination from vicariousattribution of individual action and intention to an assessment of culture, policies, as well as organizational action and inaction. This paper briefly reviews four prominent models of corporate culpability, arguing that each makes claims that extend well beyond the limits of existing law. As an alternative to these models, a constructive corporate fault is described that relies on both objective and subjective reasonableness (...) judgments. The paper concludes with a consideration of constructive corporate fault in relation to an Accountability model of corporate liability. (shrink)

On a version of consent theory that tempts many, predatory sexual relations involving significant power imbalances (e.g. between professors and students, adults and teenagers, or employers and employees) are wrong because they violate consent-centric norms. In particular, the wronged party is said to have been incapable of consenting to the predation, and the sexual wrong is located in the encounter’s nonconsensuality. Although we agree that these are sexual wrongs, we resist the idea that they are always nonconsensual. We argue instead (...) that it is possible for students, teenagers, employees, etc. to fully consent to sexually predatory encounters; denying as much renders survivors of predation vulnerable to compounding harms. Survivors face a dilemma: give up either their understanding of their experience as wrong, or their self-conception as an agent capable of consenting. We call the latter phenomenon agential demotion. (shrink)

This article discusses the concept of publicity in Kant’s moral philosophy. Insofar as the concepts of ‘public’ and ‘private’ can describe our relations with others, they can be considered to be moral concepts. I argue that we can find in Kant a moral duty not to keep our maxims of action private, or secret. Whereas Korsgaard argues that sometimes in the face of evil it is permissible to sidestep the moral law, I argue that it is rather through publicity that (...) we can deal with evil in the non-ideal world. Moreover, by being open with our maxims, moral progress is possible. View HTML Send article to KindleTo send this article to your Kindle, first ensure [email protected] is added to your Approved Personal Document E-mail List under your Personal Document Settings on the Manage Your Content and Devices page of your Amazon account. Then enter the ‘name’ part of your Kindle email address below. Find out more about sending to your Kindle. Find out more about sending to your Kindle. Note you can select to send to either the @free.kindle.com or @kindle.com variations. ‘@free.kindle.com’ emails are free but can only be sent to your device when it is connected to wi-fi. ‘@kindle.com’ emails can be delivered even when you are not connected to wi-fi, but note that service fees apply. Find out more about the Kindle Personal Document Service.Making the Ideal Real: Publicity and Morality in KantVolume 21, Issue 2Melissa Zinkin DOI: https://doi.org/10.1017/S1369415416000042Your Kindle email address Please provide your Kindle [email protected]@kindle.com Available formats PDF Please select a format to send. By using this service, you agree that you will only keep articles for personal use, and will not openly distribute them via Dropbox, Google Drive or other file sharing services. Please confirm that you accept the terms of use. Cancel Send ×Send article to Dropbox To send this article to your Dropbox account, please select one or more formats and confirm that you agree to abide by our usage policies. If this is the first time you use this feature, you will be asked to authorise Cambridge Core to connect with your account. Find out more about sending content to Dropbox. Making the Ideal Real: Publicity and Morality in KantVolume 21, Issue 2Melissa Zinkin DOI: https://doi.org/10.1017/S1369415416000042Available formats PDF Please select a format to send. By using this service, you agree that you will only keep articles for personal use, and will not openly distribute them via Dropbox, Google Drive or other file sharing services. Please confirm that you accept the terms of use. Cancel Send ×Send article to Google Drive To send this article to your Google Drive account, please select one or more formats and confirm that you agree to abide by our usage policies. If this is the first time you use this feature, you will be asked to authorise Cambridge Core to connect with your account. Find out more about sending content to Google Drive. Making the Ideal Real: Publicity and Morality in KantVolume 21, Issue 2Melissa Zinkin DOI: https://doi.org/10.1017/S1369415416000042Available formats PDF Please select a format to send. By using this service, you agree that you will only keep articles for personal use, and will not openly distribute them via Dropbox, Google Drive or other file sharing services. Please confirm that you accept the terms of use. Cancel Send ×Export citation. (shrink)

Programs, policies, and technologies — particularly those concerned with health equity — are often designed with justice envisioned as the end goal. These policies or interventions, however, frequently fail to recognize how the beneficiaries have historically embodied the cumulative effects of marginalization, which undermines the effectiveness of the intended justice. These well-meaning attempts at justice are bounded by greater socio-historical constraints. Bounded justice suggests that it is impossible to attend to fairness, entitlement, and equity when the basic social and physical (...) infrastructures underlying them have been eroded by racism and other historically entrenched isms. Using the case of Brazil’s National Health Policy for the Black Population, this paper proposes that bounded justice can contribute to justice discourses by serving as a concept, a proffering to a multi-disciplinary conceptual framework, and a potential analytic for those interested in the design of policy, technology, and programmatic interventions towards health equity. (shrink)

There can be no doubt that Kant thought we should be reflective: we ought to care to make up our own minds about how things are and what is worth doing. Philosophical objections to the Kantian reflective ideal have centred on concerns about the excessive control that the reflective person is supposed to exert over her own mental life, and Kantians who feel the force of these objections have recently drawn attention to Kant’s conception of moral virtue as it is (...) developed in his later work, chiefly the Metaphysics of Morals. Melissa Merritt’s book is a distinctive contribution to this recent turn to virtue in Kant scholarship. Merritt argues that we need a clearer, and textually more comprehensive, account of what reflection is, in order not only to understand Kant’s account of virtue, but also to appreciate how it effectively rebuts long-standing objections to the Kantian reflective ideal. (shrink)

Some hold that W.K. Clifford's arguments are inconsistent, appealing to the disvalue of likely consequences of nonevidential belief-formation, while also insisting that the consequences are irrelevant to the wrongness of so believing. My thesis is that Clifford's arguments are consistent; one simply needs to be clear on the role consequences play in the "Ethics of Belief" (and, for that matter, in William James's "The Will to Believe"). The consequences of particular episodes of nonevidential belief-formation are, as Clifford insists, irrelevant to (...) the epistemic, and so moral, status of believing. The moral matter is that adopting a policy of nonevidential belief-formation constitutes commitment to antithetical principles, viz. (i) our antecedent moral obligation to minimize the risk of harming ourselves and others and (ii) the flagrant disregard for (i) entailed by employing a policy of risk, i.e. nonevidentialism. Clifford's arguments should be read as demonstrating that a nonevidentialist approach to belief-management constitutes the kind of risk that, in fact, is at odds with this antecedent moral obligation - hence the discussion of likely consequences, despite his claims that they are irrelevant to the moral status of the beliefs yielding them. They are irrelevant to the moral status of nonevidentialism but not irrelevant to the fact of risk. The moral impermissibility of nonevidentialism inheres in the inconsistency of it and our antecedent moral obligations, not in the value or disvalue of the particular consequences of that belief-management style. (shrink)

Globalization generates new structures of human interdependence and vulnerability while also posing challenges for models of democracy rooted in territorially bounded states. The diverse phenomena of globalization have stimulated two relatively new branches of political theory: theoretical accounts of the possibilities of democracy beyond the state; and comparative political theory, which aims at bringing non-Western political thought into conversation with the Western traditions that remain dominant in the political theory academy. This article links these two theoretical responses to globalization by (...) showing how comparative political theory can contribute to the emergence of new global “publics” around the common fates that globalization forges across borders. Building on the pragmatist foundations of deliberative democratic theory, it makes a democratic case for comparative political theory as an architecture of translation that helps deliberative publics grow across boundaries of culture. (shrink)

Political scientist Melissa Orlie asks what it means to live freely and responsibly when advantages are distributed disproportionately according to race, gender ...

Competition among scientists for funding, positions and prestige, among other things, is often seen as a salutary driving force in U.S. science. Its effects on scientists, their work and their relationships are seldom considered. Focus-group discussions with 51 mid- and early-career scientists, on which this study is based, reveal a dark side of competition in science. According to these scientists, competition contributes to strategic game-playing in science, a decline in free and open sharing of information and methods, sabotage of others’ (...) ability to use one’s work, interference with peer-review processes, deformation of relationships, and careless or questionable research conduct. When competition is pervasive, such effects may jeopardize the progress, efficiency and integrity of science. (shrink)

This response to Professor Hasnas recasts the apparent divergence between the legal and ethical obligations of managers in light ofthe rhetorical claims and counterclaims that accompany the interaction between regulators and the regulated. It is argued that this divergence is more apparent than real, and that the convincing but often empty rhetorical statements that accompany reforms should be seen in context and largely disregarded. This rhetoric is designed to claim integrity, and reclaim legitimacy with the hope that “burdensome” reforms will (...) be minimized. (shrink)

For Kant, ‘reflection’ is a technical term with a range of senses. I focus here on the senses of reflection that come to light in Kant's account of logic, and then bring the results to bear on the distinction between ‘logical’ and ‘transcendental’ reflection that surfaces in the Amphiboly chapter of the Critique of Pure Reason. Although recent commentary has followed similar cues, I suggest that it labours under a blind spot, as it neglects Kant's distinction between ‘pure’ and ‘applied’ (...) general logic. The foundational text of existing interpretations is a passage in Logik Jäsche that appears to attribute to Kant the view that reflection is a mental operation involved in the generation of concepts from non-conceptual materials. I argue against the received view by attending to Kant's division between ‘pure’ and ‘applied’ general logic, identifying senses of reflection proper to each, and showing that none accords well with the received view. Finally, to take account of Kant's notio.. (shrink)

The application of artificial intelligence and machine learning technologies in healthcare have immense potential to improve the care of patients. While there are some emerging practices surro...

The development of art marketing as a new field of management occurs in a context of great confusion as to what constitutes the very definition of art, one aspect of this confusion being nothing else but the confusion between art and marketing itself. This confusion leads to conflicts between those who consider that art should be defined by a clear aesthetic criterion and those who accept the absence of such a criterion as a legitimate consequence of the principle of freedom (...) which applies both to the creation of the artist and to the taste of the public. This state of confusion does not seem to be experienced in the same way in France where it has tended to be considered as a symptom of crisis in the world of art and in the United States where it has raised as a dominant force in contemporary art. Hence the confusion of art and marketing varies as a function of time (as shown by the emergence of a new field of management) and of space (as shown by the comparison of the French and American cases). It will be proposed that it is possible to account for these historical fluctuation thanks to an institutional approach based on the notion of system of legitimacy. We shall propose the essentially dynamic institutional foundations of modernity leading to the proliferation of innovations which consequences are ever more difficult to anticipate as a reason why, in America, philosophers coming from the analytic tradition found it meaningful to address questions such as “What is art” (Arthur Danto) or “When is there art” (Nelson Goodman”) expressing the need to go beyond pragmatism as expressed by John Dewey’s Art as Experience to promote a positive attitude towards contemporary art, while, in France confusion between art and marketing has been commonly considered negatively as the sign of the triumph of the most radical form of rhetoric, i.e. sophism. (shrink)

Scholars exploring the logic of Rousseau's voting rules have typically turned to the connection between Rousseau and the Marquis de Condorcet. Though Condorcet could not have had a direct influence on Rousseau's arguments about the choice of decision rules in "Social Contract," the possibility of a connection has encouraged the view that Rousseau's selection of voting rules was based on epistemic reasons. By turning to alternative sources of influence on Rousseau--the work of Hugo Grotius and particularly that of Samuel Pufendorf--a (...) moral, and not purely epistemic, logic of rules governing collective decision making emerges. For Rousseau, as for Pufendorf, the proper choice of voting rule can elicit the appropriate attitude of an individual with respect to the decision of the whole, and can support the morally significant activity of acknowledging error upon discovering that one has voted against the general will. (shrink)

To what extent does a person who prefers hip-hop rather than opera have legitimate reasons for doing so? Should we immediately classify such a judgment as incompetent because it runs counter to the verdicts of experts, including professional art critics? These questions are often associated with the problem of aesthetic akrasia, a concept taken from the vocabulary of ethics, which involves acting against one’s better judgment, that is, demonstrating irrationality by failing to react in what is, theoretically, the most appropriate (...) way. In ethical terms, it would be analogous to failing to help a person in distress when we know very well that it is immoral not to... (shrink)

In the Doctrine of Virtue Kant divides duties of love into three categories: beneficent activity , gratitude and Teilnehmung – commonly referred to as the duty of sympathy . In this paper I will argue that the content and scope of the third duty of love has been underestimated by both critics and defenders of Kant's ethical theory. The account which pervades the secondary literature maintains that the third duty of love includes only two components: an obligation to make use (...) of our natural receptivity to sympathetic feelings as a means to fulfilling other duties of love, and an indirect duty to cultivate these feelings. As a result, Kant's duty of sympathy has been widely regarded as a duty whose value is derived from the way in which it serves other duties, in particular, the duty of beneficent activity, which obliges agents ‘to promote according to one's means the happiness of others in need’ . Teilnehmung has thus assumed something of a second-class status among the duties to others. My aim in this paper is to demonstrate that the prevailing account of Kant's third duty of love is incomplete. (shrink)

Astrophysics faces methodological challenges as a result of being a predominantly observation-based science without access to traditional experiments. In light of these challenges, astrophysicists frequently rely on computer simulations. Using collisional ring galaxies as a case study, I argue that computer simulations play three roles in reasoning in astrophysics: (1) hypothesis testing, (2) exploring possibility space, and (3) amplifying observations.

In a world no longer centered on the West, what should political theory become? Although Western intellectual traditions continue to dominate academic journals and course syllabi in political theory, up-and-coming contributions of 'comparative political theory' are rapidly transforming the field. Deparochializing Political Theory creates a space for conversation amongst leading scholars who differ widely in their approaches to political theory. These scholars converge on the belief that we bear a collective responsibility to engage and support the transformation of political theory. (...) In these exchanges, 'deparochializing' political theory emerges as an intellectual, educational and political practice that cuts across methodological approaches. Because it is also an intergenerational project, this book presses us to re-imagine our teaching and curriculum design. Bearing the marks of its beginnings in East Asia, Deparochializing Political Theory seeks to de-center Western thought and explore the evolving tasks of political theory in an age of global modernity. (shrink)

Many extant theories of placebo focus on their causal structure wherein placebo effects are those that originate from select features of the therapy (e.g., client expectations or “incidental” features like size and shape). Although such accounts can distinguish placebos from standard medical treatments, they cannot distinguish placebos from everyday occurrences, for example, when positive feedback improves our performance on a task. Providing a social-epistemological account of a treatment context can rule out such occurrences, and furthermore reveal a new way to (...) distinguish clinical placebos from standard medical treatments. (shrink)

Building trust between academic medical centers and certain communities they depend on in the research process is hard, particularly when those communities consist of minoritized or historically marginalized populations. Some believe that engagement activities like the creation of advisory boards, town halls, or a research workforce that looks more like community members will establish or reestablish trust between academic medical centers and racialized communities. However, without systematic approaches to dismantle racism, those well‐intended actions become public performativity, and trust building will (...) fail. In this essay, we draw upon foundational ethical principles of trust, distrust, and trust building; apply the concept of bounded justice to performative trust acts; and center the works of Black and Indigenous feminist bioethicists to revisit some of the wisdom and valuable lessons they have contributed. Rebuilding trust is hard to do because people and institutions are often not honest about how hard it is and there is no simple box‐checking task that can disentangle our society's injustices, but there are steps to take in this direction. Individuals and institutions can recognize valuable relevant work that has already been written, partake in critical reflection, and then apply insights gained to take both small and sustainable steps toward transformational change and deeper trust. (shrink)

Farmers’ willingness and ability to adapt to climate change are in part influenced by their social networks and sources of information. Drawing on assemblage theory and social network analysis in a novel way, this study explores the influence of Oregonian small farmers’ social and informational networks on their beliefs about and responses to climate change. The use of assemblage theory, which focuses on many disparate elements as they co-function in a space, allows for multiple entities within farmers’ networks and the (...) ways they interact to be examined, while the use of social network analysis highlights broader patterns in the structure and composition of farmers’ networks. Theoretically, this study brings these two distinct yet similar bodies of theory and methodologies together for the first time to expand the utility of both fields and explore farmers’ networks in a novel way. Results indicate that small farmers’ connections to other farmers and media in their networks are influencing their beliefs about climate change, while their responses are influenced by their ties to various agricultural and climatological information sources, as well as other nearby farmers. Finally, while farmers’ ties to other farmers are largely limited to those nearby, certain central individuals and entities, particularly beginning farmers, can act as bridges linking distinct groups of farmers. An understanding of these networks can be used to better disseminate critical information, such as forecasts and adaptation strategies, to help farmers adapt. (shrink)