Intergenerational hybrid products in periods of discontinuous change
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.
Bibliographic record
Abstract
Purpose This study examines the role of hybrid products employed in companies' innovation strategy within three American industrial sectors: tires, typewriters and photography cameras. Design/methodology/approach The authors selected historical cases that enabled us to present the role of hybrid products in periods of discontinuous change. Different sources are employed in this study: papers, books, cases, working papers, videos, manuals and product catalogues, companies' annual reports, company websites, advertising, collectors' websites and museums, in addition to press and other media reports. Findings The authors’ historical case analysis points to two forms of hybrid products. (1) Exploitation-hybrid, which incorporates significant elements from the existing dominant design and aims at extending the revenue-generating opportunities of the existing products. (2) Exploration-hybrid, which works as an offensive strategy, as the firm uses the exploration-hybrid to promote a gradual and controlled adoption of new technology by reducing risks and the cost of change for the customer. Research limitations/implications The authors’ proposed definitions strengthen the idea that hybrids are not only a reflection of organizational inertia (exploitation-hybrid). Hybrids can also mean a more proactive stance in the strategy of developing and adopting new technology (exploration-hybrid). Originality/value This study acknowledged hybrid products as a learning instrument that materialized the organizational ambidexterity, favoring at the same time exploitation, generally attributed to organizational inertia, and the exploration of new segments of customers or the use of new technologies.
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 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 | 0.002 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.003 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
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.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it