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Ethnography beyond thick data 超越厚重数据的人种学
IF 0.7 Q3 ANTHROPOLOGY Pub Date : 2024-09-12 DOI: 10.1111/napa.12226
Ajda Pretnar Žagar, Dan Podjed

This article presents opportunities for enriching anthropological knowledge and methods with machine learning and data analysis. Different examples show how quantitative methods empower anthropologists and how computational methods supplement ethnography, from sensor data and interview transcripts to designing technology solutions and automatically labeling cultural heritage. Conversely, the authors discuss the benefits of qualitative approaches in contemporary anthropological research and show how to transition from data analysis to ethnography and vice versa. Finally, the article pinpoints aspects in which each method can fail individually. It discusses why a combination of the two approaches, called circular mixed methods, minimizes the chance of failure and maximizes insights from the data.

本文介绍了利用机器学习和数据分析丰富人类学知识和方法的机会。从传感器数据和访谈记录到设计技术解决方案和自动标注文化遗产,不同的例子展示了定量方法如何增强人类学家的能力,以及计算方法如何补充人种学。相反,作者讨论了定性方法在当代人类学研究中的优势,并展示了如何从数据分析过渡到人种学研究,反之亦然。最后,文章指出了每种方法各自可能失败的方面。文章讨论了为什么将这两种方法结合起来(称为循环混合方法)可以将失败的几率降到最低,并从数据中获得最大的启示。
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引用次数: 0
Diversity 多样性
IF 0.7 Q3 ANTHROPOLOGY Pub Date : 2024-09-11 DOI: 10.1111/napa.12225
Elizabeth Beckner
In this essay, the meaning of diversity is explored as it pertains to senior underrepresented minority (URM) faculty experiences. The experiences of senior URM faculty were gathered through the URM Senior Scholars Histories Project to bring more visibility to racist and sexist practices and to the lack of diversity among faculty within research universities. This brings into question the use of the term diversity in higher education, a term that is often used, but falls short of a clear definition and plan for its implementation for better serving faculty, staff, and students. Through a brief overview of the use of the term diversity in higher education, it becomes apparent that it has been used as a pretty word for nearly 50 years, despite tireless efforts to make real, transformative structural changes within higher education institutions. The question now is: where do we go from here and what can we do to build and create new ways of being that embrace diversity as the norm?
在这篇文章中,我们将探讨多样性的含义,因为它与少数族裔代表性不足(URM)的资深教师的经历有关。通过 "URM资深学者历史项目 "收集了URM资深教师的经历,目的是让人们更多地了解种族主义和性别歧视的做法,以及研究型大学中教师缺乏多样性的问题。这使人们对高等教育中多样性这一术语的使用产生了疑问,虽然这一术语经常被使用,但却没有一个明确的定义和实施计划来更好地服务于教职员工和学生。通过对多样性一词在高等教育中使用情况的简要概述,我们可以清楚地看到,近 50 年来,尽管高等教育机构为实现真正的、变革性的结构改革做出了不懈的努力,但多样性一直被当作一个漂亮的词来使用。现在的问题是:我们该何去何从?我们能做些什么来建立和创造新的存在方式,将多样性视为常态?
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引用次数: 0
Human centered design for applied anthropology 以人为本的应用人类学设计
IF 0.7 Q3 ANTHROPOLOGY Pub Date : 2024-08-27 DOI: 10.1111/napa.12223
Mary Carnes, Angela VandenBroek, Emily K. Brunson

In this article, we highlight a partnership between CommuniVax and a human-centered design firm (Bridgeable) that resulted in CommuniVaxCHAT—an online toolkit capable of engaging community members and translating their experiences and local knowledge in a way that decision-makers, including mayors and public health directors, can act upon. In addition to considering the process involved in creating CommuniVaxCHAT, and its associate practicalities, we examine how human-centered design, and more particularly personas and journeys, can act as boundary objects to facilitate engagement between groups and create interventions or policy. In this way, we argue that HCD can be used similarly to PhotoVoice as a tool to introduce ethnographic insights into applied and participatory contexts.

在这篇文章中,我们将重点介绍 CommuniVax 公司与一家以人为本的设计公司(Bridgeable)之间的合作,该合作的成果就是 CommuniVaxCHAT--一个能够让社区成员参与进来,并将他们的经验和当地知识转化为决策者(包括市长和公共卫生主管)能够采取行动的在线工具包。除了考虑创建 CommuniVaxCHAT 所涉及的过程及其相关的实用性之外,我们还研究了以人为本的设计,尤其是 "角色 "和 "旅程",是如何作为边界对象来促进群体之间的参与并制定干预措施或政策的。通过这种方式,我们认为,人本设计可以与照片声音(PhotoVoice)一样,作为一种工具,将人种学的见解引入应用和参与环境中。
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引用次数: 0
Applying up: How ethnographers powered public health changes in the United States during the COVID-19 pandemic 应用起来:人种学者如何在 COVID-19 大流行期间推动美国公共卫生变革
IF 0.7 Q3 ANTHROPOLOGY Pub Date : 2024-08-27 DOI: 10.1111/napa.12224
Monica Schoch-Spana

“Studying up” was Laura Nader's provocation to anthropologists to scrutinize the actions of the powerful few in relation to the ordeals of the powerless many. Engaging this lineage, this article describes CommuniVax, a rapid ethnographic research coalition supporting an equitable COVID-19 vaccine rollout in the United States. By tapping hyperlocal knowledge as well as that held by public health and governmental authorities at higher reaches, the coalition opened the possibility for a more just pandemic response and stronger democratic institutions. The project also broke with prevailing features in the studying up tradition: It operated as a multidisciplinary collective rather than a lone ethnographer, partnered with elites rather than a priori holding them at arm's length, and emphasized pragmatic solutions over scholastic critiques. These departures embody an “applying up” modality, supporting the idea ethnographers have plural strategies for studying actors who exert strong influence over others’ lives.

劳拉-纳德(Laura Nader)曾向人类学家提出 "向上研究"(Studying up)的建议,要求他们仔细研究少数有权有势者的行为与大多数无权无势者的苦难之间的关系。根据这一思路,本文介绍了CommuniVax,一个支持在美国公平推广COVID-19疫苗的快速人种学研究联盟。通过发掘超本地知识以及公共卫生和政府部门掌握的高层知识,该联盟为更加公正地应对大流行病和加强民主体制提供了可能。该项目还打破了研究传统的普遍特征:它是一个多学科的集体,而不是一个孤独的民族学者;它与精英人士合作,而不是先验地与他们保持距离;它强调实用的解决方案,而不是学术性的批评。这些偏离体现了一种 "向上应用 "的模式,支持了民族学者拥有多元策略来研究对他人生活施加强大影响的行动者的观点。
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引用次数: 0
Anthropology at speed, at scale, in action: The CommuniVax example 人类学的速度、规模和行动:CommuniVax 案例
IF 0.7 Q3 ANTHROPOLOGY Pub Date : 2024-08-21 DOI: 10.1111/napa.12221
Emily K. Brunson, Monica Schoch-Spana

This special issue presents accounts of different aspects of the CommuniVax Coalition and its work—a project that conducted rapid, multisited, applied anthropological research to deliver guidance during the COVID-19 pandemic. Our purpose in writing these articles is to provide details of our work so anthropologists interested in similar types of research can learn from our efforts. While anthropological research has been, and largely still is, an endeavor of individuals at a relatively slow pace, the future of the discipline, and especially of anthropologists working outside traditional academia, is team-based, rapid research. As such, anthropologists need to know how to conduct research at speed, participate as members of research teams and, more importantly, how to organize and lead teams to conduct timely, collaborative, focused, and practical research.

本特刊介绍了 CommuniVax 联盟及其工作的各个方面--该项目在 COVID-19 大流行期间开展了快速、多遗址、应用人类学研究,以提供指导。我们撰写这些文章的目的是提供我们工作的详细情况,以便对类似研究类型感兴趣的人类学家可以借鉴我们的工作。虽然人类学研究过去是,而且现在基本上仍然是个人以相对较慢的速度进行的研究,但该学科的未来,尤其是在传统学术界之外工作的人类学家的未来,是以团队为基础的快速研究。因此,人类学家需要知道如何快速开展研究,如何作为研究团队的成员参与研究,更重要的是,如何组织和领导团队开展及时、协作、有重点和实用的研究。
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引用次数: 0
Adapting rapid ethnographic research in an evolving emergency: Generalizable lessons in resilience 在不断变化的紧急情况下调整快速人种学研究:可推广的抗灾经验教训
IF 0.7 Q3 ANTHROPOLOGY Pub Date : 2024-08-20 DOI: 10.1111/napa.12220
Elisa J. Sobo, Emily K. Brunson, Stephanie McClure, Elizabeth Cartwright, Meg Jordan, Stephen B. Thomas, Monica Schoch-Spana

To ensure the real-world utility of emergency ethnographic research, plans must evolve as circumstances shift. The CommuniVax coalition's work provides a case study of this scenario. Using rapid ethnographic interviews, focus groups, and other methods, the six local CommuniVax teams sought to comprehend and improve COVID-19 vaccine access and uptake. To this end, they responded nimbly to varying community priorities, the pandemic's shifting nature, evolving bureaucratic mechanisms, and political fluctuations. This paper provides specific examples of such instances, highlighting some of the critical decision points that emerged, demonstrating the flexibility needed for effective rapid community-based research, reiterating the importance of a bottom-up orientation, and elaborating on the trade-offs that occurred in decision-making regarding how best to move forward. This discussion is relevant to tackling any narrowly defined research problem, emergency-related or not, as well as research seeking actionable answers to specific questions that have practical bearing on human lives.

为了确保紧急人种学研究在现实世界中的实用性,计划必须随着情况的变化而变化。CommuniVax 联盟的工作为这种情况提供了一个案例研究。通过快速人种学访谈、焦点小组及其他方法,六个当地的 CommuniVax 团队试图了解并改善 COVID-19 疫苗的接种和使用情况。为此,他们对不同的社区优先事项、大流行病的性质变化、官僚机制的演变以及政治波动做出了灵活的反应。本文提供了此类情况的具体实例,强调了出现的一些关键决策点,展示了以社区为基础开展有效快速研究所需的灵活性,重申了自下而上导向的重要性,并详细阐述了在决策过程中就如何以最佳方式向前推进所进行的权衡。这一讨论适用于解决任何狭义的研究问题,无论是否与紧急情况有关,也适用于寻求对人类生活有实际影响的具体问题的可行答案的研究。
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引用次数: 0
Developing and managing qualitative analysis protocol for a large-scale, multisited project 为一个大型多方调查项目制定和管理定性分析协议
IF 0.7 Q3 ANTHROPOLOGY Pub Date : 2024-08-20 DOI: 10.1111/napa.12222
Rex Long, Emily K. Brunson

Collaboration and communication serve as the foundation of team-based research, and this extends to the analysis phase of a project. This article discusses the work involved in developing, communicating, and managing the analysis plan for a large-scale, multisited project. To generate an effective analysis plan, we considered what data were needed to reach our project goals and then selected methods and designed data collection tools accordingly. Once data collection commenced, we developed a basic codebook that provided an overarching structure but flexibility for localized tailoring. We then coordinated updates to the coding scheme and conducted reliability checks on the analyses. All of this required regular communication and constant monitoring of progress toward project goals. While only one example, this article provides insights and guidelines for other researchers working on large, team-based, and/or multisited qualitative projects.

合作与交流是团队研究的基础,这一点也延伸到了项目的分析阶段。本文讨论了为一个大规模、多遗址项目制定、交流和管理分析计划所涉及的工作。为了制定有效的分析计划,我们考虑了实现项目目标所需的数据,然后选择了相应的方法并设计了数据收集工具。数据收集工作开始后,我们制定了一个基本的编码手册,该手册提供了一个总体结构,但也为局部调整提供了灵活性。然后,我们协调更新编码方案,并对分析结果进行可靠性检查。所有这一切都需要定期沟通,并不断监测项目目标的进展情况。虽然这只是一个例子,但这篇文章为其他从事大型、以团队为基础和/或多方参与的定性项目的研究人员提供了启示和指南。
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引用次数: 0
“Use what you have: ” Health promotion and economic vitality in a COVID-19 worksite vaccination initiative "物尽其用:"COVID-19 工作场所疫苗接种倡议中的健康促进和经济活力
IF 0.7 Q3 ANTHROPOLOGY Pub Date : 2024-08-15 DOI: 10.1111/napa.12218
Stephanie M. McClure, Kathryn Oths, Pamela Payne Foster, Olivia R. Radcliffe, Bronwen Lichtenstein

In mid-2021, the CommuniVax Alabama team broadened their community engagement by partnering with the Chamber of Commerce, the Alabama Department of Public Health, and others to bring vaccines to the workplace. Through this collaboration, the team hoped to fortify the state's persistently anemic rate of vaccination. The goals of increasing access to, and convenience of COVID-19 vaccination were only partially achieved due to human resource and policy challenges and incongruent priorities that resulted from those challenges. The accomplishments, challenges, and suggestions for improvement are outlined to aid future efforts at health promotion and community outreach, especially in jurisdictions with limited extant public health infrastructure.

2021 年中期,阿拉巴马州社区疫苗接种团队扩大了社区参与范围,与商会、阿拉巴马州公共卫生部等机构合作,将疫苗带入工作场所。该团队希望通过这种合作来巩固该州长期以来低下的疫苗接种率。由于人力资源和政策方面的挑战以及这些挑战导致的优先事项不一致,增加 COVID-19 疫苗接种的可及性和便利性的目标只实现了一部分。本文概述了所取得的成就、面临的挑战和改进建议,以帮助今后的健康促进和社区外联工作,尤其是在现有公共卫生基础设施有限的地区。
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引用次数: 0
An audacious approach to incorporating students into the ethnographic research process 让学生参与人种学研究过程的大胆方法
IF 0.7 Q3 ANTHROPOLOGY Pub Date : 2024-08-13 DOI: 10.1111/napa.12219
Diana Schow, Elizabeth Cartwright, Tamra Bassett

In this paper, we discuss the experience of the Idaho CommuniVax local team and how a large-scale incorporation of college students into its ethnographic research process ensured bona-fide community engagement and a deeper understanding of the experiences of Hispanic community members as they considered COVID-19 vaccination within the broader context of non-Hispanic, rural, agricultural southeastern Idaho. We detail the logic behind the steps we took to rapidly recruit, train, and provide future-oriented opportunities for 20 students who were studying a variety of disciplines. The students were from geographic localities in or near the research communities of interest. Their familial and social connections served as critical information channels between policy-makers, decision-makers, academics, and community members. Their varied ethnic backgrounds and their sheer number resulted in comprehensive research results and an expansive network of evidence-based COVID-19 information sharing that would have been impossible without their involvement.

在本文中,我们将讨论爱达荷州 CommuniVax 当地团队的经验,以及如何将大学生大规模纳入其人种学研究过程,从而确保真正的社区参与,并更深入地了解西班牙裔社区成员在爱达荷州东南部非西班牙裔、农村、农业的大背景下考虑接种 COVID-19 疫苗时的经历。我们详细介绍了我们为迅速招募、培训 20 名学习不同学科的学生并为他们提供面向未来的机会而采取的措施背后的逻辑。这些学生来自研究兴趣社区内或附近的地理区域。他们的家庭和社会关系成为政策制定者、决策者、学者和社区成员之间的重要信息渠道。他们的种族背景各不相同,而且人数众多,因此取得了全面的研究成果,并建立了以证据为基础的 COVID-19 信息共享的广泛网络,如果没有他们的参与,这些成果是不可能实现的。
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引用次数: 0
Ethics and ambiguity in wastewater development on the Placencia Peninsula, Belize 伯利兹普拉森西亚半岛废水开发的伦理与模糊性
IF 0.7 Q2 Social Sciences Pub Date : 2024-04-20 DOI: 10.1111/napa.12215
W. Alex Webb, E. Christian Wells, Christine Prouty, Rebecca Zarger, Maya Trotz

Development projects present ambiguous ethical terrain for anthropologists to navigate. Particularly in relation to WaSH (Water, Sanitation, Hygiene) infrastructures which mediate human and environmental health. Our interdisciplinary team of anthropologists and engineers initially set out to design context-sensitive on-site wastewater treatment infrastructures for homes along Belize's Placencia Peninsula. The project's beginning coincided with the announcements of a government sponsored centralized wastewater infrastructure project and the construction of a cruise ship port on a nearby island, however. Soon the wastewater project's promises—economic opportunity, improved human and environmental health, modernization - came crashing into its pratfalls—exacerbating existing inequalities, loss of livelihoods, and diminished local governance. Our team was left with uncertain decisions about how to engage with improving infrastructure, given the emerging community dynamics. By detailing the imperfect trade-offs at play, we highlight ethical complexities inherent when communities’ development futures are at stake. Anthropology's fraught history includes legacies of unintended harms from entanglement in others’ inequities. However, avoiding involvement out of excessive caution risks leaving marginalized voices unheard and extant problems unresolved. This case immersed our team in the inherent optimism and ethical experimentation which underlie development contexts. Our analysis adopts the structure from Whiteford and Trotters’ (2008) “Ethical-Problem Solving Guide” to reveal the layered tensions that underly critical WaSH infrastructures.

发展项目给人类学家带来了模棱两可的伦理问题。特别是在涉及 WaSH(水、环境卫生和个人卫生)基础设施时,这些基础设施对人类和环境的健康起着中介作用。我们这个由人类学家和工程师组成的跨学科团队最初的目标是为伯利兹普拉森西亚半岛沿岸的住宅设计与当地环境相适应的现场废水处理基础设施。然而,项目开始时恰逢政府宣布启动集中式废水处理基础设施项目,并在附近岛屿上建设游轮港口。很快,废水处理项目的承诺--经济机遇、改善人类和环境健康、现代化--就陷入了困境--加剧了现有的不平等、生计的丧失和地方治理的削弱。考虑到新出现的社区动态,我们的团队在决定如何参与改善基础设施时遇到了不确定性。通过详述不完美的权衡,我们强调了当社区的发展前景受到威胁时所固有的伦理复杂性。人类学充满争议的历史包括因卷入他人的不平等而造成意外伤害的遗留问题。然而,出于过度谨慎而避免参与,有可能会使边缘化的声音无人倾听,现存的问题得不到解决。这个案例让我们的团队沉浸在固有的乐观主义和道德实验中,而这正是发展环境的基础。我们的分析采用了怀特福德和特罗特斯(2008 年)的 "伦理问题解决指南 "的结构,以揭示关键的瓦希德社区卫生基础设施背后的层层紧张关系。
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引用次数: 0
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Annals of Anthropological Practice
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