Small but not least changes: The Art of Creating Disruptive Innovations

July 14, 2024 Β· Declared Dead Β· πŸ› arXiv.org

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Authors Youwei He, Jeong-Dong Lee arXiv ID 2407.14537 Category physics.soc-ph Cross-listed cs.SI, stat.AP, stat.ME Citations 1 Venue arXiv.org Last Checked 4 months ago
Abstract
In the ever-evolving landscape of technology, product innovation thrives on replacing outdated technologies with groundbreaking ones or through the ingenious recombination of existing technologies. Our study embarks on a revolutionary journey by genetically representing products, extracting their chromosomal data, and constructing a comprehensive phylogenetic network of automobiles. We delve deep into the technological features that shape innovation, pinpointing the ancestral roots of products and mapping out intricate product-family triangles. By leveraging the similarities within these triangles, we introduce a pioneering "Product Disruption Index"-inspired by the CD index (Funk and Owen-Smith, 2017)-to quantify a product's disruptiveness. Our approach is rigorously validated against the scientifically recognized trend of decreasing disruptiveness over time (Park et al., 2023) and through compelling case studies. Our statistical analysis reveals a fascinating insight: disruptive product innovations often stem from minor, yet crucial, modifications.
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