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consumer tech simultaneously—points to macroeconomic drivers like interest rate shifts
                  rather than sector-specific disruptions (Brynjolfsson et al., 2020). Conversely, enterprise
                  software and healthcare technology demonstrated greater resilience due to stickier
                  business models and secular growth trends.
                        4.2. Geographic distribution and spatial concentration

































                                            Figure 3. Top 10 countries by total layoffs
                                                                                           Source: Author



























                                          Figure 4. Global layoffs heatmap (2020-2025)
                                                                                           Source: Author
                        The United States dominates the global layoff landscape, accounting for
                  approximately 623,000 job losses, or 77% of the total. This concentration stems from the
                  presence of major platform headquarters, deep venture capital markets, and rapid
                  employment growth between 2010 and 2021. Within the U.S., the impact is highly
                  localized; Silicon Valley alone accounts for 40% of domestic layoffs, followed by Seattle


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