From glass to pixel: Field restructuring, habitus crisis, and the revaluation of data in contemporary anatomic pathology—a sociological and autoethnographic perspective
{"title":"From glass to pixel: Field restructuring, habitus crisis, and the revaluation of data in contemporary anatomic pathology—a sociological and autoethnographic perspective","authors":"Hugo David Alfici MD","doi":"10.1016/j.acpath.2026.100302","DOIUrl":null,"url":null,"abstract":"<div><div>The digitalization of anatomic pathology is a profound restructuring of the medical field — not merely a technological upgrade. Drawing on Pierre Bourdieu's theory of field and habitus, this work argues that nearly two centuries of methodological stability have produced a deeply sedimented professional habitus whose symbolic authority is now challenged by the emergence of technological, informational, and algorithmic capital. Resistance to digital transition is not technophobia. It is a structural response to the redistribution of historically accumulated professional capital — a phenomenon Bourdieu calls hysteresis. The traditionally unstructured narrative pathology report, long the primary vehicle of diagnostic authority, is simultaneously being displaced by structured data as a new form of capital. This process is not epistemologically neutral: controlled terminology systems such as Systematized Nomenclature of Medicine — Clinical Terms, natural language processing-based tools, and artificial intelligence algorithms construct rather than merely capture biological truth. Autoethnographic reflection from the author's dual practice — more than fifteen years as a pathologist and concurrent training as a medical informatics specialist — provides first-person evidence of this structural mismatch. The framework presented here is theoretical and autoethnographic in nature; it invites empirical follow-up. The future of the pathologist depends not solely on technological adaptation, but on the capacity to redefine symbolic capital at the convergence of morphology, structured data, and algorithmic interpretation.</div></div>","PeriodicalId":44927,"journal":{"name":"Academic Pathology","volume":"13 4","pages":"Article 100302"},"PeriodicalIF":2.0000,"publicationDate":"2026-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Academic Pathology","FirstCategoryId":"1085","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S237428952600062X","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"2026/10/5 0:00:00","PubModel":"Epub","JCR":"Q3","JCRName":"PATHOLOGY","Score":null,"Total":0}
引用次数: 0
Abstract
The digitalization of anatomic pathology is a profound restructuring of the medical field — not merely a technological upgrade. Drawing on Pierre Bourdieu's theory of field and habitus, this work argues that nearly two centuries of methodological stability have produced a deeply sedimented professional habitus whose symbolic authority is now challenged by the emergence of technological, informational, and algorithmic capital. Resistance to digital transition is not technophobia. It is a structural response to the redistribution of historically accumulated professional capital — a phenomenon Bourdieu calls hysteresis. The traditionally unstructured narrative pathology report, long the primary vehicle of diagnostic authority, is simultaneously being displaced by structured data as a new form of capital. This process is not epistemologically neutral: controlled terminology systems such as Systematized Nomenclature of Medicine — Clinical Terms, natural language processing-based tools, and artificial intelligence algorithms construct rather than merely capture biological truth. Autoethnographic reflection from the author's dual practice — more than fifteen years as a pathologist and concurrent training as a medical informatics specialist — provides first-person evidence of this structural mismatch. The framework presented here is theoretical and autoethnographic in nature; it invites empirical follow-up. The future of the pathologist depends not solely on technological adaptation, but on the capacity to redefine symbolic capital at the convergence of morphology, structured data, and algorithmic interpretation.
期刊介绍:
Academic Pathology is an open access journal sponsored by the Association of Pathology Chairs, established to give voice to the innovations in leadership and management of academic departments of Pathology. These innovations may have impact across the breadth of pathology and laboratory medicine practice. Academic Pathology addresses methods for improving patient care (clinical informatics, genomic testing and data management, lab automation, electronic health record integration, and annotate biorepositories); best practices in inter-professional clinical partnerships; innovative pedagogical approaches to medical education and educational program evaluation in pathology; models for training academic pathologists and advancing academic career development; administrative and organizational models supporting the discipline; and leadership development in academic medical centers, health systems, and other relevant venues. Intended authorship and audiences for Academic Pathology are international and reach beyond academic pathology itself, including but not limited to healthcare providers, educators, researchers, and policy-makers.