The Rise and Fall of OKR: From Management Tool to Chinese KPI

OKR (Objectives and Key Results) is a management framework popularized by large internet companies, where objectives define goals and key results provide measurable outcomes. Introduced to China in 2013 by ByteDance, it quickly spread to firms such as Huawei, Tencent, Alibaba, Xiaomi, Baidu, JD.com, Meituan, and Pinduoduo, becoming a staple of corporate planning.

By 2021, OKR reached its zenith: over 20 books were published, more than 500 paid courses appeared, and search interest peaked. However, growth expectations weakened, and many companies stopped writing OKRs, noting that the practice no longer delivered the expected impact.

Employee testimonies reveal a shift from enthusiastic adoption to cynicism: some describe OKRs as a “shell of KPI,” others complain about the time spent drafting them, and many admit to retroactively adjusting results to avoid negative evaluations. Internal data from ByteDance shows a steady decline in OKR completion rates since 2020, and the company has relaxed its enforcement, moving from bi‑monthly to quarterly cycles.

The article contrasts OKR with KPI, emphasizing that OKR is goal‑oriented and not a performance metric, whereas KPI is a mandatory performance tool. It outlines Google’s original OKR principles—clear objectives, measurable key results, challenging yet realistic targets, transparency, and non‑evaluative scoring—highlighting how these differ from the KPI‑driven culture that later emerged.

Historical context is provided, tracing modern management theory from early scientific management to Peter Drucker’s “Management by Objectives” (MBO) and the later development of performance management and KPI systems. The narrative shows how OKR evolved from a human‑focused, result‑driven approach to a practice that, in many Chinese firms, has become indistinguishable from KPI, earning the nickname “Chinese countryside KPI.”

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