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Record W4213408059

The rigor-relevance gap in Project Management research: It's time to stop the lament and think and act reflexively

2022· preprint· en· W4213408059 on OpenAlexaff
Jacques‐Bernard Gauthier, Lavagnon A. Ika

Bibliographic record

VenueHAL (Le Centre pour la Communication Scientifique Directe) · 2022
Typepreprint
Languageen
FieldDecision Sciences
TopicConstruction Project Management and Performance
Canadian institutionsUniversity of OttawaUniversité du Québec en Outaouais
Fundersnot available
KeywordsLamentRelevance (law)RigourPsychologyEpistemologyComputer sciencePolitical sciencePhilosophyArtLiteratureLaw
DOInot available

Abstract

fetched live from OpenAlex

Over the last decades, the "rigor-relevance gap" has garnered attention in Project Management (PM) research. In this paper, we argue that reflexivity can help produce more relevant and rigorous research and we invite scholars to stop sitting on the sidelines only to lament such a gap. In our clarion call to overcoming the gap, we challenge scholars to take an active and competent part. To that end, we outline typical reflexive questions along with four main pillars that scholars ought to take into account: 1) the status of the PM knowledge field; 2) the evolution of PM through historical periods of thoughts; 3) PM and social theory; and 4) ontological and epistemological assumptions. We also showcase the dialectical interplay not only between sociology and PM but also among these interdependent pillars. Finally, we conclude that such an interplay offers the best opportunity to overcome the rigor-relevance gap in PM.

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)0.397
metaresearch head score (Gemma)0.408
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesMetaresearch
Consensus categoriesMetaresearch
DomainCandidate signal: Methods · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: Theoretical or conceptual
GenreCandidate signal: Commentary · Consensus signal: Commentary
Teacher disagreement score0.603
Threshold uncertainty score0.744

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.3970.408
Meta-epidemiology (narrow)0.0010.002
Meta-epidemiology (broad)0.0030.002
Bibliometrics0.0070.007
Science and technology studies0.0110.134
Scholarly communication0.0430.058
Open science0.0070.022
Research integrity0.0160.024
Insufficient payload (model declined to judge)0.0030.002

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 head0.122
GPT teacher head0.383
Teacher spread0.261 · 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; the direct Gemma label and the distilled Codex classifier agree on what is shown here.

Study designTheoretical or conceptual
DomainMethods
GenreCommentary

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".

Quick stats

Citations0
Published2022
Admission routes1
Has abstractyes

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Same venueHAL (Le Centre pour la Communication Scientifique Directe)Same topicConstruction Project Management and PerformanceFrench-language works237,207