Identifying Industry-Specific Barriers to Inheritance in Small Family Businesses
Bibliographic record
Abstract
This article explores generic and industry-specific barriers to inheritance among family businesses within the tourism and hospitality industry. Data from comparable surveys of owners of tourism and hospitality businesses in Denmark and Canada reveal a very low rate of inheritance and a number of industry-specific barriers, including those related to location (e.g., remoteness and small-town settings result in out-migration by children who do not share their parents' lifestyle goals); nature of the work (long hours, high contact with customers, and hands-on labor make the business unappealing); viability of the business (seasonality of demand, taxes, or inseparability of business and family assets result in low potential for inheritance); and the lifestage of parents and children (many owners are in a second career or preretirement enterprise, and children cannot become involved). A number of hypotheses arise from this research and a framework for examining generic and industry-specific barriers is presented, with commentary on how other industries could be examined for these barriers.
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How this classification was reachedexpand
Full frame distilled prediction
Teacher imitationNot 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.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.001 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.001 | 0.010 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.001 | 0.003 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.000 | 0.002 |
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.
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 teacher head, 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".