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制造业高端化不仅取决于设备更新和产业扩张,也取决于人的能力能否嵌入组织和产业链,并在高强度场景中得到验证,进而转化为产品竞争力。以中国摩托车产业为背景,以张雪机车成长路径为探索性案例,构建方向选择、组织放大、承接转化、高强度验证与标准反馈、市场培育5个作用环节。案例材料显示:物质资本投入与人的能力积累可能呈现协同关系;企业家型人力资本、耐心资本支持、产业链配套和国际赛事验证是重要条件与作用环节。该案例仍面临个体能力复制困难、资本追逐热点、赛事成果向量产质量转化不足和治理配套滞后等约束,需要在能力识别、研发验证、标准转化和风险纠偏等方面完善制度安排。

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