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Record W7057303098

Intergenerational Continuity and Change:Exploring Succession Patterns, Decision-Making Factors, and Emerging Themes in Family Business Transitions

2023· article· en· W7057303098 on OpenAlex

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

VenueJonkoping University Library (Jönköping University) · 2023
Typearticle
Languageen
FieldPhysics and Astronomy
TopicMagnetic confinement fusion research
Canadian institutionsnot available
Fundersnot available
KeywordsEcological successionSuccession planningQualitative researchPerceptionFace (sociological concept)Process (computing)Family business
DOInot available

Abstract

fetched live from OpenAlex

Background: Family businesses contribute significantly to global economies but face unique challenges, notably in succession planning and generational transitions. These challenges are amplified due to the interplay of personal relationships, emotions, and family dynamics. Existing research offers quantitative insights into this field; however, the nuances of human experiences and perceptions in different cultural contexts remain underexplored. This study seeks to bridge this gap through qualitative exploration of family businesses' experiences and perceptions in Sweden and Canada, focusing on succession planning and generational transitions. The research aims to provide a more nuanced understanding, thus contributing to more effective, culturally sensitive, and practitioner-oriented strategies for managing intergenerational transfers. Purpose: This study delves into the complex process of succession in family businesses in Sweden and Canada. By emphasizing practitioners' lived experiences, it aims to identify prevalent patterns, contribute to the current literature, and potentially inform enhanced succession practices. Method: Applying an abductive research approach, the research combined hermeneutic and phenomenological methods, employing semi-structured interviews with nine family businesses six in Sweden and three in Canada as the primary data collection method. This approach allowed for a rich understanding of the phenomena. Conclusion: The research underscores the complexities of succession planning in family businesses, emphasizing the importance of open communication, trust, personal ties, and effective succession planning. Our findings diverge from a one-size-fits-all approach, revealing a multifaceted reality that requires a more adaptable, context-specific approach to succession planning. This research contributes to a deeper understanding of succession processes in family businesses, presenting valuable insights for future research, policy decisions, and practical business strategies.

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)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesInsufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.073
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0000.000
Scholarly communication0.0000.001
Open science0.0000.001
Research integrity0.0000.000
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 head0.033
GPT teacher head0.231
Teacher spread0.198 · 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