Evidence map›Paper›PMID 34625011›Full record

ArticleSocial studies of science2022

The politics of scaling.

Sebastian Pfotenhauer, Brice Laurent, Kyriaki Papageorgiou, And Jack Stilgoe

Abstract read
In one paragraph

Article in Social studies of science, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 10 papers.

0numbers the graph read from it
0cells of the map it votes in
10citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

10 citing papers in PubMed.

  1. Article
  2. Future-Making From Afar: Digital Twins in Medicine.Sociology of health & illness · 2026
    Article
  3. Article
  4. Article
  5. Article
  6. Article
  7. Article
  8. Tensions and Paradoxes of Scaling Up: A Critical Reflection on Physical Activity Promotion.International journal of environmental research and public health · 2022
    Article
  9. Article
  10. The attachments of 'autonomous' vehicles.Social studies of science · 2021
    Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

4 authors.

Sebastian PfotenhauerTechnical University of Munich, München, Germany.ORCID 0000-0002-0343-2699
Brice LaurentMINES ParisTech, PSL Research University, CSI - Centre de Sociologie de l'Innovation, i3 UMR CNRS, Paris, France.
Kyriaki PapageorgiouESADE Business School, Sant Cugat, Spain.
And Jack StilgoeUniversity College London, London, UK.ORCID 0000-0002-5787-2198

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

A fixation on 'scaling up' has captured current innovation discourses and, with it, political and economic life at large. Perhaps most visible in the rise of platform technologies, big data and concerns about a new era of monopolies, scalability thinking has also permeated public policy in the search for solutions to 'grand societal challenges', 'mission-oriented innovation' or transformations through experimental 'living labs'. In this paper, we explore this scalability zeitgeist as a key ordering logic of current initiatives in innovation and public policy. We are interested in how the explicit preoccupation with scalability reconfigures political and economic power by invading problem diagnoses and normative understandings of how society and social change function. The paper explores three empirical sites - platform technologies, living labs and experimental development economics - to analyze how scalability thinking is rationalized and operationalized. We suggest that social analysis of science and technology needs to come to terms with the 'politics of scaling' as a powerful corollary of the 'politics of technology', lest we accept the permanent absence from key sites where decisions about the future are made. We focus in on three constitutive elements of the politics of scaling: solutionism, experimentalism and future-oriented valuation. Our analysis seeks to expand our vocabulary for understanding and questioning current modes of innovation that increasingly value scaling as an end in itself, and to open up new spaces for alternative trajectories of social transformation.

Indexed as

PoliticsSocial ChangePublic PolicyTechnologyinnovationliving labsplatform technologiesrandomized controlled trialsscale

Identifiers

PMID34625011
PMCPMC8771885

What OpenQuestion holds

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LicenceCC BY
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Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.