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Chapter 2 - Evaluations

The Ethical Life of Data Production

Published online by Cambridge University Press:  29 May 2026

Götz Hoeppe
Affiliation:
University of Waterloo

Summary

This chapter focuses on evaluations of persons as a lens into scientific data production and its ethics. That humans are fundamentally evaluative is a basic tenet of social interaction and social life. People are concerned that others understand their intentions adequately, knowing that their actions are being evaluated, and they examine others’ actions and intentions likewise. In many sciences, data production has become a service, with technicians generating data in the absence of researchers. Such new arrangements of data production come with numerical and social accountabilities as well as ethical evaluations. Focusing on data production in astronomy, this chapter traces these through several contexts. Joining data-producing technicians and data-using scientists as an ethnographer reveals that both are themselves exploring the epistemic and social accountabilities they face. Their way of “doing ethnography” is an ordinary social competence. The chapter argues that such ethnographic practices support and enable scientific data production as a service while also revealing its ethical tensions.

Information

Figure 0

Figure 2.1 Staff scientists and visiting astronomers at the 2.2-meter telescope at La Silla Observatory. The WFI camera is visible as the metallic cylinder under the primary mirror encasement. Visiting astronomers commonly take tours of the observatory, where they witness and experience the observatory as a rigorously and accountably organized space-time.Note: The online version shows the colors of the original figure.

(Photograph: Götz Hoeppe)
Figure 1

Figure 2.2 At twilight in the control room of the 2.2-meter telescope at La Silla Observatory. A visiting astronomer (standing) looks on as the TIO (seated, right) and the night astronomer (seated, left) record a series of calibration exposures.Note: The online version shows the colors of the original figure.

(Photograph: Götz Hoeppe)
Figure 2

Figure 2.3 At the BOB terminal. This visiting astronomer examines an air mass plot; the handwritten observing log is visible in front of the keyboard.Note: The online version shows the colors of the original figure.

(Photograph: Götz Hoeppe)
Figure 3

Figure 2.4 Visiting astronomers (sitting) and a staff night astronomer (standing) inspecting air mass plots pertaining to three observing projects.Note: The online version shows the colors of the original figure.

(Photograph: Götz Hoeppe)
Figure 4

Figure 2.5 Air mass plot pertaining to Mary’s observing program. The curve (above) shows her target objects’ altitude above the horizon (in degrees) throughout the night (continuous line). The diagram also shows the end of twilight and the beginning of dawn (vertical dashed lines) as well as the rising moon (rising dashed line in the bottom right corner). Mary’s handwritten note (below), added shortly before she left the observatory, specifies the conditions needed for observing her program and advertises its relative lack of meteorological constraints to the observer in charge of nightly scheduling.Note: The online version shows the colors of the original figure.

(Photograph: Götz Hoeppe)

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  • Evaluations
  • Götz Hoeppe, University of Waterloo
  • Book: How Data Need People
  • Online publication: 29 May 2026
  • Chapter DOI: https://doi.org/10.1017/9781009686754.004
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  • Evaluations
  • Götz Hoeppe, University of Waterloo
  • Book: How Data Need People
  • Online publication: 29 May 2026
  • Chapter DOI: https://doi.org/10.1017/9781009686754.004
Available formats
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Save book to Google Drive

To save content items to your account, please 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 saving content to Google Drive.

  • Evaluations
  • Götz Hoeppe, University of Waterloo
  • Book: How Data Need People
  • Online publication: 29 May 2026
  • Chapter DOI: https://doi.org/10.1017/9781009686754.004
Available formats
×