Entrepreneurial Management and Governance in Family Firms (Special Issue)
Bibliographic record
Abstract
This special issue focuses on the topic ofentrepreneurial management and governance in family firms, andincludespapers presented at a conference held in 2002. Keyquestions addressed by the papers in the issue include: (1) What are thecontingencies and contexts in which family-based approaches to organizing havean advantage over non-family firms? (2) What are the succession processes andprocedures that enable family firms’ long-term survival? and (3) Whatinstitutional structures nurture the creative destruction needed for innovationand entrepreneurship in family firms? Includes perspectives of the structures, strategies, and managerialpractices important for family firm survival and growth, andtheinstitutions and organizational arrangements that are most conducive toentrepreneurship and societal wealth creation. (JSD) Table of Contents Entrepreneurial Management and Governance in Family Firms: AnIntroduction,Lloyd P. Steier, James J. Chrisman, and Jess H.Chua Toward an Integrative Model of Effective FOB Succession,Isabelle LeBreton-Miller, Danny Miller, and Lloyd P. Steier Enhancing Succession Research in the Family Firm: A Commentary onToward an Integrative Model of Effective FOB Succession,D.Ray Bagby the Agency Costs of Family and Non-Family Firms: Conceptual Issuesand Exploratory Evidence, James J. Chrisman, Jess H. Chua, and Reginald A.Litz Self-Serving or Self-Actualizing? Models of Man and Agency Costs inDifferent Types of Family Firms: A Commentary on Comparing the AgencyCosts of Family and Non-family Firms: Conceptual Issues and ExploratoryEvidence,Guido Corbetta and Carlo Salvato in Family vs. Non-Family Firms: A Resource-Based Analysisof the Effect of Organizational Culture,Shaker A. Zahra, James C.Hayton, and Carlo Salvato A Commentary on Entrepreneurship in Family vs. Non-Family Firms: AResource-Based Analysis of the Effect of Organizational Culture, RamonaKay Zachary Heck Family Control and the Rent-Seeking Society, Randall Morck and BernardYeung
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot 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.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.002 | 0.004 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.002 | 0.002 |
| Science and technology studies | 0.002 | 0.002 |
| Scholarly communication | 0.008 | 0.005 |
| Open science | 0.001 | 0.002 |
| Research integrity | 0.006 | 0.004 |
| Insufficient payload (model declined to judge) | 0.028 | 0.005 |
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.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
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".