一、评价依据
The essence of brand value is "the excess returns a brand creates for the enterprise." This algorithm does not adopt the finished rankings of any existing list, but returns to the three underlying sources of brand value: Scale (the revenue and market coverage a brand can leverage), Quality (the premium capability, customer loyalty, and global recognition a brand brings), and Innovation (the brand's ability to continuously create new value). On this basis, it adds the distinctive CPPPS dimension of Contribution (the brand's actual driving of employment and the industrial chain). The four dimensions work together, looking not only at "how much is earned" and "whether it is worth it," but also at "whether it drives growth."
品牌价值的本质是"品牌为企业创造的超额收益"。本算法不采用任何既有榜单的成品名次,而回归到品牌价值的三个底层来源:规模(品牌所能撬动的营收与市场覆盖)、质量(品牌带来的溢价能力、客户忠诚与全球认知)、创新(品牌持续创造新价值的能力),并在此基础上增设 CPPPS 特色维度 贡献(品牌对就业与产业链的实际带动)。四维并举,既看"赚多少",也看"值不值",更看"带没带动"。
Compared with ranking by scale alone, this algorithm introduces the Quality dimension (premium, loyalty, awareness) to identify "small but strong" high-quality brands, introduces the Innovation dimension to reward long-termists, and introduces the Contribution dimension to reflect the brand's social and industrial value. Revenue is log-transformed to prevent top giants from monopolizing the top position through absolute scale advantage, making the list more discriminating and credible.
与单一规模排序相比,本算法引入质量维度(溢价、忠诚、知名度)以识别"小而强"的优质品牌,引入创新维度以奖励长期主义者,引入贡献维度以体现品牌的社会与产业价值。营收取对数处理,避免头部巨无霸因规模绝对优势而垄断榜首,使榜单更具区分度与公信力。
二、数学模型
Each indicator first undergoes range standardization (min-max normalization to [0,1]) and is then combined by weighted summation across the four dimensions:
各指标先做极差标准化(min-max 归一化到 [0,1]),再按四维加权求和:
规模 S = 0.70·log₁₀(营收)′ + 0.30·全球覆盖′
Revenue is normalized after taking base-10 logarithms, compressing the scale gap at the top and amplifying differences in the middle to avoid "bigger means monopoly."
营收取以 10 为底的对数后归一化,压缩头部规模差距、放大腰部差异,避免"大即垄断"。
质量 Q = 0.45·品牌溢价′ + 0.35·品牌忠诚度′ + 0.20·全球知名度′
Brand premium is measured by "net profit ÷ revenue," removing scale noise and pointing directly at brand value; loyalty and awareness reflect the brand's mental assets.
品牌溢价以"净利润 ÷ 营收"度量,剔除规模噪声、直指品牌含金量;忠诚度与知名度反映品牌心智资产。
创新 I = 品牌创新能力′
Innovation capability synthesizes R&D intensity, patents, and the innovation ecosystem, reflecting the brand's momentum for continuously creating new value.
创新能力综合研发强度、专利与创新生态等,反映品牌持续创造新价值的动能。
贡献 C = 带动就业/产业链′
The Contribution dimension measures the scale of employment directly and indirectly driven by the brand and its pull on the local industrial chain—a distinctive CPPPS dimension generally missing from mainstream international brand rankings.
贡献维度衡量品牌直接与间接带动的就业规模及其对本土产业链的拉动——CPPPS 特色维度,国际主流品牌榜普遍缺失。
综合指数 = 100 × (0.32·S + 0.28·Q + 0.22·I + 0.18·C)
The sum of the four-dimensional weights is 1.00: Scale 0.32, Quality 0.28, Innovation 0.22, and Contribution 0.18. Scale and Quality form the dual pillars of brand value, Innovation follows, and Contribution is retained as a distinctive dimension to ensure that industry-driving brands receive due recognition.
四维权重之和为 1.00:规模 0.32、质量 0.28、创新 0.22、贡献 0.18。规模与质量构成品牌价值的双主体,创新权重次之,贡献作为特色维度予以保留,确保"带动产业"的品牌获得应有认可。
三、指标与权重依据
| 指标 | 方向 | 权重 | 所属维度 | 依据 |
| 品牌营收(对数) | 正向 | 规模 0.70 | 规模 | 品牌撬动的市场价值;对数抑制头部垄断 |
| 全球覆盖(国家/地区数) | 正向 | 规模 0.30 | 规模 | 全球化程度与市场广度 |
| 品牌溢价(净利润率) | 正向 | 质量 0.45 | 质量 | 品牌超额收益的硬核体现 |
| 品牌忠诚度 | 正向 | 质量 0.35 | 质量 | 客户复购与心智黏性 |
| 全球知名度 | 正向 | 质量 0.20 | 质量 | 品牌心智资产的广度 |
| 品牌创新能力 | 正向 | 创新 1.00 | 创新 | 研发强度、专利与创新生态 |
| 带动就业/产业链 | 正向 | 贡献 1.00 | 贡献 | CPPPS 特色;品牌社会与产业价值 |
四、数据来源与局限
Brand revenue and net profit are based on public annual reports of each enterprise, taken as approximate values from publicly available common knowledge; global coverage, awareness, loyalty, innovation capability, and employment-driving are approximate values from public knowledge, all marked "subject to official figures." Data sources include annual reports of listed companies, statistics of the World Intellectual Property Organization (WIPO), and materials published by national statistical agencies and industry associations.
品牌营收、净利润以各企业公开年报为基准,取公开常识近似值;全球覆盖、知名度、忠诚度、创新能力、带动就业等为公开知识近似值,一律标注"以官方为准"。数据来源包括上市公司年度报告、世界知识产权组织(WIPO)统计、各国统计机构与行业协会发布资料等。
This model has the following limitations: ① revenue and profit are approximate values affected by exchange rates and fiscal-year standards; ② subjective dimensions such as awareness, loyalty, innovation capability, and employment-driving rely on expert approximate scoring and involve some subjectivity; ③ dynamic factors such as negative brand events and industry cycles are not included; ④ the sample consists of about 40 well-known global brands and does not cover all brands. Therefore, this ranking is for research and reference only and does not constitute any investment advice.
本模型存在以下局限:①营收、利润为近似值且受汇率与财年口径影响;②知名度、忠诚度、创新能力、带动就业等主观维度依赖专家近似评分,存在一定主观性;③未纳入品牌负面事件、品牌所处行业周期等动态因素;④样本为全球约 40 个知名品牌,未覆盖全部品牌。故本排名仅供研究参考,不构成任何投资建议。
五、参考文献
- 各上市公司年度报告(营收、净利润等财务数据)。
- 世界知识产权组织(WIPO):全球知识产权统计与创新数据。
- 世界银行(World Bank):全球经济发展与市场开放度数据。
- 各国统计机构、行业协会发布的行业与就业统计资料。
- CPPPS《自有评价算法规范》:规模 + 质量 + 创新 + 贡献 四维框架。