Selecting Conservative Factors by Category
Group goods into practical categories such as small appliances, consumer electronics, textiles, furniture, and tools, then select conservative embodied-carbon ranges from public lifecycle studies or manufacturer disclosures where available. Document dates, sources, and assumptions. Update factors annually, and keep past versions archived. This practice builds confidence, allows sensitivity checks, and ensures improvements never erase earlier, honestly earned achievements.