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Record W4392739107 · doi:10.1093/ahr/rhae009

Teaching Historiography

2024· article· en· W4392739107 on OpenAlexfundno aff
Agnieszka Aya Marczyk, Abby Reisman, Brenda Santos

Bibliographic record

VenueThe American Historical Review · 2024
Typearticle
Languageen
FieldSocial Sciences
TopicEducator Training and Historical Pedagogy
Canadian institutionsnot available
FundersYork UniversityUniversity of Pennsylvania
KeywordsHistoriographyHistoryPhilosophyArchaeology

Abstract

fetched live from OpenAlex

How do we make historical knowledge? And how can we help high school and college students better understand the ways in which interpretations of history change over time? This module introduces a new curricular and instructional model, Historiography-Based Inquiry, or HBI, that allows students to see the processes through which historians make claims and marshal evidence to support them. A framing essay outlines the HBI’s structure and design principles, highlighting the challenges and opportunities involved in translating the work of historical interpretation for students. Following the framing essay, the HBI team provides a complete unit of instruction that engages students in a historiographical investigation of the role survivor testimony and voices of victims play in writing the history of the Holocaust. The unit provides teachers with a historiographical map of debates over the use of Holocaust testimony; a document packet that focuses on the place of testimony in the work of three leading historians of the Holocaust; and links to primary sources that will enable students to directly engage with some of the key sources that have driven major interpretative approaches to Holocaust history. High school history teachers today must chart a path through polarization, censorship, and intimidation.1 Present-day history wars in the United States, eerily reminiscent of prior episodes, reinforce a recurring and dangerous curricular fallacy: that a neutral historical narrative exists in the first place.2 As historians and history educators, we believe this moment calls for curricular innovation that will equip students to analyze discourses about the past, examine how these discourses emerge, and locate them in broader sociopolitical contexts. To do this, we seek to invite students into the very process by which historians construct historical knowledge: historiography. Is there room for historiography in the high school history classroom? Some might say it is a bridge too far for content-packed curricula that must balance competing priorities amid an increasingly fraught political landscape. Our work in recent years has convinced us otherwise. Historiography not only belongs in high school classrooms but has the potential to reinvigorate secondary history teaching. It can bring new rigor and curiosity to students’ research and class discussions; deepen students’ engagement with primary sources; and help students understand that history is neither a fixed nor a finished product, that it changes and evolves over time, and that these changes in turn shape how we understand ourselves and our world. Taught well, historiography can help students break through the reductive discourse of the history wars and foster collective understanding of the dynamic nature of historical knowledge and how it might be leveraged to learn from, commemorate, and reckon with the past.3 But if historiography is to be pedagogically generative, the key question is, how should it figure in high school instruction? We have found answering this question enormously challenging. It calls for a deep understanding of pedagogy, classroom realities, and the disciplinary practices of professional historians. In this essay, we introduce our work and invite readers to join us in exploring this complex problem space of methodological and pedagogical translation. Over the past several years, we have been developing a new curricular model that we are calling a “Historiography-Based Inquiry”—a learning sequence that invites students to explore how historians make claims and support their arguments with evidence; how they respond to one another; and how historical understandings change over time because of new archival findings, methodological innovations, epistemological reorientations, historians’ positionalities, changing sociopolitical contexts and power dynamics, and other factors. Typically, this kind of work is reserved for undergraduate research courses and graduate seminars. We decided to explore whether it is possible to bring high school students into this conceptual space through excerpted texts, carefully chosen from the works of historians. We have been exploring this challenge by building and testing curricular materials focused on historiographically informed questions, including “How did the French Revolution turn into the Reign of Terror?” “How did freedpeople assert their agency during Reconstruction?” and “Did Bolsheviks have popular support when they seized power in October 1917?” Moving between such complex bodies of scholarship and navigating the constraints—as well as opportunities—of high school classrooms requires many decisions that range from the most abstract (how do we represent a broad historiographical landscape that encompasses diverse methodological and epistemological approaches?) to the most fine-grained (how do we include historians’ footnotes to invite student exploration? what font size best supports close reading among adolescents?). Each of our choices is guided by the goal of making historians’ disciplinary practices transparent to novice learners. Each requires knowledge about students, teachers, learning theory, and the realities of classrooms that are still emerging from the traumas of the COVID-19 pandemic. We are optimistic about our endeavor, yet mindful that the work of curricular translation is ongoing, just like the historical knowledge it seeks to represent. Taping of the testimony of Stephen H. and Marion L. in 1985. Photo courtesy of Fortunoff Video Archive. We come to this work cognizant of prior efforts by historians and history in the United to shape the secondary and that the historical has an with school history. of the between professional historians and school history three the when historians a key role in history and a to as a secondary the with to support curricular historians and the design for and the when between professional historians and school But between these of on the of the and competing priorities on the of secondary with the most recent of the that has an on school history in the United the of the of history by history in the the of historical in in the United the goal of historical into the secondary But their or their from the these to research on and classroom This work has historical that as to historians and their into secondary classrooms in the United for this change can be in the of secondary history curricula that and primary sources a as well as in from to which in disciplinary practices like and as of historical of this of disciplinary history and learning is the the curricular unit of the a engages students in of primary sources a historical the classroom materials and instructional including historical reading and and class The are to be to a range of they are and to to the the include for teachers to engage in instruction the of historical The history curricular with on and the time, by historical with primary the curricular from the complex of historical understanding that In some it in classrooms an in how students the of historical knowledge or how they in from such is an framing of the and changing nature of historical arguments and their in the broader and sociopolitical historiography. Our a among history and teachers, the historical We decided to explore how the of historiography and secondary history for with historiography an of historians’ To a novice the process of reading primary sources but for it is a complex and of and historiographical of texts, and This is when students engage with primary sources with the work of historians. And the on historical with primary sources has to history as to whether primary sources is to help students their understanding of history as a neutral and fixed of and and their new interpretations as claims that of We to help students and historical and understand that the of historical knowledge is a by the of and evidence and in sociopolitical contexts and power In a curricular model that the work of professional historians and secondary we are of past approaches that have because they did not the realities of classrooms and student Our a between and the classroom by with a curricular that is the but is with diverse interpretations and materials from historical the our Historiography-Based a of a and teachers a but learning and But because the HBI to bring students into a historiographical problem design invites challenges to the work of translation between historical scholarship and the secondary the seeks to the and nature of history by highlighting the between and the HBI seeks this and we students to understand the and nature of historical to see the ways that past and are through historical and to their as in historical debates in the about these instructional not into Each of the HBI’s design the historiographically informed the and of the historiographical or and a document of from historians’ and that represent approaches and arguments in to the We explore of these in an HBI, we by a and historiographical to a that in high school We our understanding by ourselves in the and with historians in the and include historiography in their teaching. Our goal is to understand the historiographical with and sociopolitical that we can design a document that historical arguments and and in and other we have this our first design challenge is to a question for the HBI a historical such as “Did Bolsheviks have popular support when they seized power in October 1917?” it on methodological and epistemological of historical as in the question is the role of survivor testimony and voices of victims in the of the of have and political and with our goal is the to help students understand how and historians’ arguments and change over In document historians’ use of evidence as well as their and methodological and historical the materials help teachers and students the historiographical debates and foster students’ But which of historical question or the or is pedagogically We with these and for In the of the HBI that the historiography of Holocaust we with a students are to as the of the are and are as and sources for understanding the Holocaust. 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Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.004
metaresearch head score (Gemma)0.010
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: none
GenreCandidate signal: Methods · Consensus signal: none
Teacher disagreement score0.037
Threshold uncertainty score0.122

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0040.010
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0040.005
Scholarly communication0.0080.009
Open science0.0010.006
Research integrity0.0020.006
Insufficient payload (model declined to judge)0.0370.011

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.098
GPT teacher head0.413
Teacher spread0.316 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designTheoretical or conceptual
Domainnot available
GenreMethods

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

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Published2024
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