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Record W7154194505

Fragile, handle with care : (Un)sustainability of local media and (in)security of local journalists in times of newsroom succession and inter-generational handover of ownership

2024· other· en· W7154194505 on OpenAlex
Waschková Císařová Lenka, Ivask Signe, Nagel Tyler, Lincoln Louisa, Smith Grace, Walsh Jessica, Perreault Mildred, Perreault Gregory, Badr Hanan, Koliska Michael

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

aboutThe title or abstract carries a Canadian signal from the geographic lexicon.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueVeřejné služby Informačního systému (Masarykiana Brunensis Universitas) · 2024
Typeother
Languageen
Field
Topic
Canadian institutionsnot available
Fundersnot available
KeywordsEcological successionSustainabilityPlan (archaeology)Production (economics)HandoverSuccession planningSocial media
DOInot available

Abstract

fetched live from OpenAlex

When the existence of an entire medium depends on a sole owner, such an arrangement can create a very fragile working environment, both in terms of the sustainability of the medium and the security of journalists in the newsroom. However, this is often the ownership arrangement in the case of local media owned by individual entrepreneurs (Hess and Waller, 2017). This type of individual owners, entrepreneurial owners (Deuze and Witschge, 2020) or pioneers (Hepp and Loosen, 2019), create a specific information ecology within these environment: on the positive side, they offer the continued survival of the local information infrastructure, and often also a guarantee the information’s independence; on the negative side, this form of ownership leaders to uncertainty in their long-term functionality, fragility in their existence and the possible intertwining of commercial and journalistic lines of production in one person (Deuze and Witschge, 2020). In these circumstances, both the entrepreneurs themselves and their colleagues in the newsroom may feel insecure or experience precarious working conditions (Örnebring, 2018). Moreover, these potential threats to the sustainability of the medium and the safety of journalists are even more acute in the specific circumstances of entrepreneurial succession and inter-generational handover of ownership. For example, Ruiz and Porter in the analysis for National Trust for Local News, based on a survey with 103 local publishers, came to the conclusion that one of the most important sustainability threats is that publishers don’t have a succession plan or struggle with finding new interested owners. More interestingly then, the circumstances of entrepreneurial ownership of local media are still generally rather unexplored, with authors looking more at the impact of globalised or chain ownership (Hess and Waller, 2017). Therefore, our aim is to focus on how local journalists perceive their job security and their medium sustainability with regard to entrepreneurial ownership, potential entrepreneurial succession and inter-generational handover of ownership. The paper is based on comparative qualitative data, stemming from 63 in-depth interviews collected between March and August 2024 with local journalists from U.S. (24), Canada (10), Czechia (17), and Estonia (12). Our findings show the fragility and vulnerability of local media organisations because of their entrepreneurial ownership. Interviewees respond to the potential ownership handover in two ways: (1) in some cases, owners also worked as journalists – in these cases, journalists mainly considered the possible conditions of the handover, its reasons and consequences. They acknowledged that with their departure, the news may no longer be published. (2) At other times, the owners may work separately, but journalists were implicitly or explicitly aware of the possible consequences of a change of ownership for their own job security: they considered potential newsroom succession one of the key stressors in their job. Perhaps most noteworthy, is that these two findings were consistent across local news environments, despite a range of national media systems.

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.

Full frame distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.491
Threshold uncertainty score0.999

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0020.000
Bibliometrics0.0040.002
Science and technology studies0.0000.002
Scholarly communication0.0000.001
Open science0.0010.001
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0010.000

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 head0.005
GPT teacher head0.210
Teacher spread0.205 · 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