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| Version | Core Assumption | Approach | Era |
|---|---|---|---|
| 1.0 | Humans are biological beings | Survival drives (food, shelter, safety) | Pre-industrial |
| 2.0 | Humans respond to rewards/punishments | Carrot and stick (bonuses, penalties) | Industrial age |
| 3.0 | Humans seek autonomy, mastery, purpose | Intrinsic motivation | Knowledge economy |
| 版本 | 核心假设 | 实施方式 | 时代 |
|---|---|---|---|
| 1.0 | 人类是生物性存在 | 生存驱动(食物、住所、安全) | 前工业时代 |
| 2.0 | 人类对奖惩做出反应 | 胡萝卜加大棒(奖金、惩罚) | 工业时代 |
| 3.0 | 人类追求自主性、精通与目标 | 内在动机驱动 | 知识经济时代 |
| Flaw | Mechanism | Example |
|---|---|---|
| 1. Extinguish intrinsic motivation | Turns play into work | Kids who were paid to draw stopped drawing when payments stopped |
| 2. Diminish performance | Narrow focus, reduce creativity | Candle problem: reward group performed worse |
| 3. Crush creativity | Focus on reward, not exploration | Artists creating commissioned work are less creative |
| 4. Crowd out good behavior | Financial framing replaces moral framing | Day care late-pickup fee: lateness increased (became a "service") |
| 5. Encourage cheating | Goal fixation leads to shortcuts | Wells Fargo fake accounts scandal |
| 6. Become addictive | Need bigger rewards over time | Bonus escalation: last year's bonus = this year's expectation |
| 7. Foster short-term thinking | Optimize for reward period | Quarterly bonuses → quarterly thinking |
| 缺陷 | 作用机制 | 示例 |
|---|---|---|
| 1. 扼杀内在动机 | 将玩乐变为工作 | 获得绘画报酬的孩子在停止付费后不再画画 |
| 2. 降低绩效 | 视野狭窄,创造力下降 | 蜡烛问题实验:获得奖励的小组表现更差 |
| 3. 压制创造力 | 聚焦奖励而非探索 | 接受委托创作的艺术家创造力更低 |
| 4. 挤出良好行为 | 金钱框架取代道德框架 | daycare晚接收费:迟到现象反而增加(变成了一项“服务”) |
| 5. 助长作弊行为 | 目标固着导致走捷径 | 富国银行虚假账户丑闻 |
| 6. 产生成瘾性 | 随着时间推移需要更大的奖励 | 奖金升级:去年的奖金成为今年的预期 |
| 7. 催生短期思维 | 为奖励周期优化行为 | 季度奖金→季度思维 |
| Dimension | Question | Example |
|---|---|---|
| Task | What do I work on? | Google's 20% time, Atlassian ShipIt days |
| Time | When do I work? | Flexible hours, no mandatory meetings |
| Technique | How do I do it? | Choose your own tools, methods, approach |
| Team | Who do I work with? | Self-forming teams, choose collaborators |
| Context | Autonomy Killer | Autonomy Enabler |
|---|---|---|
| Onboarding | Forced linear tutorial | Choose your own path, skip steps |
| Customization | One-size-fits-all | Themes, layouts, preferences |
| Content | Algorithm-only feed | User-controlled feeds, filters |
| Communication | Forced notifications | Notification preferences, DND |
| Workflow | Rigid process | Flexible workflow, custom automations |
| Features | Feature bloat (all visible) | Show/hide features, progressive disclosure |
| 维度 | 问题 | 示例 |
|---|---|---|
| 任务(Task) | 我做什么工作? | Google的20%自由时间、Atlassian的ShipIt日 |
| 时间(Time) | 我何时工作? | 弹性工时、无强制会议 |
| 方式(Technique) | 我如何开展工作? | 自主选择工具、方法与路径 |
| 团队(Team) | 我与谁共事? | 自组织团队、自主选择合作者 |
| 场景 | 自主性杀手 | 自主性赋能方案 |
|---|---|---|
| 新手引导 | 强制线性教程 | 自主选择路径、可跳过步骤 |
| 个性化定制 | 一刀切设计 | 主题、布局、偏好设置 |
| 内容推送 | 仅算法推荐信息流 | 用户可控的信息流、过滤器 |
| 消息通知 | 强制通知 | 通知偏好设置、免打扰模式 |
| 工作流 | 僵化流程 | 灵活工作流、自定义自动化 |
| 功能展示 | 功能臃肿(全部可见) | 显示/隐藏功能、渐进式披露 |
ANXIETY
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FLOW ←──────────── Optimal challenge zone
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BOREDOM
Low Skill ──────────────── High Skill| Context | Mastery Design | Example |
|---|---|---|
| Progress | Visible skill development | GitHub contribution graph, Duolingo levels |
| Difficulty | Adaptive challenge | Games that adjust to player skill |
| Feedback | Immediate, clear signals | Real-time writing analysis (Grammarly) |
| Goals | Clear, achievable milestones | LinkedIn profile strength meter |
| Learning | Skill trees, structured paths | Codecademy learning paths |
| Streaks | Consistency tracking | Duolingo streaks (careful: can become extrinsic) |
ANXIETY
/
/
FLOW ←──────────── Optimal challenge zone
\
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BOREDOM
Low Skill ──────────────── High Skill| 场景 | 精通设计方案 | 示例 |
|---|---|---|
| 进度追踪 | 可见的技能发展 | GitHub贡献图、Duolingo等级 |
| 难度调整 | 自适应挑战 | 根据玩家技能调整难度的游戏 |
| 反馈机制 | 即时、清晰的信号 | 实时写作分析(Grammarly) |
| 目标设置 | 清晰、可实现的里程碑 | LinkedIn资料完整度计量器 |
| 学习路径 | 技能树、结构化路径 | Codecademy学习路径 |
| 连续打卡 | 一致性追踪 | Duolingo连续打卡(注意:可能从内在动机转为损失厌恶的外在动机) |
| Expression | How It Manifests | Example |
|---|---|---|
| Goals | Purpose-driven objectives | TOMS: "With every product you purchase, TOMS will help a person in need" |
| Words | Language of purpose, not profit | "Associates" not "employees", "community" not "users" |
| Policies | Actions that demonstrate purpose | Patagonia: "Don't Buy This Jacket" campaign |
| Context | Purpose Design | Example |
|---|---|---|
| Mission | Clear, inspiring why | "Organize the world's information" (Google) |
| Impact | Show user's contribution | Wikipedia edit counter, Kiva lending impact |
| Community | Connect to something bigger | Open source contribution, community goals |
| Transparency | Show how product helps | Charity: Water shows exact well location |
| Values | Align product with beliefs | Ecosia: "Search the web to plant trees" |
| 表达形式 | 体现方式 | 示例 |
|---|---|---|
| 目标设定 | 以目标为导向的目标 | TOMS:“每购买一件产品,TOMS就会帮助有需要的人” |
| 语言表述 | 用目标导向的语言而非盈利导向 | 用“伙伴”而非“员工”,用“社区”而非“用户” |
| 政策行动 | 体现目标的实际行动 | Patagonia:“不要买这件夹克”营销活动 |
| 场景 | 目标设计方案 | 示例 |
|---|---|---|
| 使命宣言 | 清晰、鼓舞人心的存在意义 | “整合全球信息,使人人皆可访问并从中受益”(Google) |
| 影响展示 | 展示用户的贡献 | Wikipedia编辑次数统计、Kiva借贷影响 |
| 社区连接 | 连接至更大的群体 | 开源贡献、社区目标 |
| 透明度 | 展示产品如何产生帮助 | Charity: Water展示具体的水井位置 |
| 价值观对齐 | 产品与信念保持一致 | Ecosia:“通过网络搜索植树” |
| Principle | Bad (Extrinsic) | Good (Intrinsic) |
|---|---|---|
| Autonomy | Forced challenges, mandatory participation | Choose challenges, opt-in |
| Mastery | Points for everything | Skill-based progression, meaningful milestones |
| Purpose | Pointless competition | Contribute to community, personal growth |
| 原则 | 错误做法(外在动机) | 正确做法(内在动机) |
|---|---|---|
| 自主性 | 强制挑战、强制参与 | 自主选择挑战、自愿参与 |
| 精通 | 所有行动都给积分 | 基于技能的进阶、有意义的里程碑 |
| 目标 | 无意义的竞争 | 为社区做贡献、个人成长 |
| Principle | Manager Action | Example |
|---|---|---|
| Autonomy | Give control over task, time, technique, team | "Here's the goal. How you get there is up to you." |
| Mastery | Provide challenge, feedback, growth | Stretch assignments, mentorship, skill development budget |
| Purpose | Connect work to mission | "Here's why this matters for our customers" |
| 原则 | 管理者行动 | 示例 |
|---|---|---|
| 自主性 | 赋予任务、时间、方式、团队的控制权 | “这是目标,如何实现由你决定。” |
| 精通 | 提供挑战、反馈与成长机会 | 拓展性任务、导师指导、技能发展预算 |
| 目标 | 将工作与使命相连 | “这就是这项工作对我们客户的重要意义。” |
| Type X (Extrinsic) | Type I (Intrinsic) |
|---|---|
| Fueled by external rewards | Fueled by autonomy, mastery, purpose |
| Concerned with external recognition | Concerned with inherent satisfaction |
| Short-term focused | Long-term focused |
| Sees effort as burden | Sees effort as path to mastery |
| Fixed mindset tendencies | Growth mindset tendencies |
| Type X(外在动机驱动) | Type I(内在动机驱动) |
|---|---|
| 由外部奖励驱动 | 由自主性、精通、目标驱动 |
| 关注外部认可 | 关注内在满足感 |
| 短期聚焦 | 长期聚焦 |
| 将努力视为负担 | 将努力视为通往精通的路径 |
| 倾向于固定型思维 | 倾向于成长型思维 |
| Mistake | Why It Fails | Fix |
|---|---|---|
| Points for everything | Crowds out intrinsic motivation | Reserve rewards for meaningful milestones |
| Mandatory participation | Kills autonomy | Make engagement opt-in |
| Same challenge for everyone | No flow state (bored or anxious) | Adaptive difficulty matching |
| No visible progress | Can't see mastery | Progress indicators, skill tracking |
| Missing "why" | Actions feel meaningless | Connect every feature to purpose |
| If-then bonuses | Creates short-term thinking | Pay fairly, focus on AMP |
| 错误做法 | 失败原因 | 修复方案 |
|---|---|---|
| 所有行动都给积分 | 挤出内在动机 | 仅为有意义的里程碑提供奖励 |
| 强制参与 | 扼杀自主性 | 让参与成为自愿选择 |
| 所有人使用相同挑战 | 无法进入心流状态(无聊或焦虑) | 实现难度自适应匹配 |
| 无可见进度 | 无法感知精通 | 添加进度指标、技能追踪 |
| 缺失“为什么” | 行动变得毫无意义 | 将每个功能与目标相连 |
| “如果-那么”奖金 | 催生短期思维 | 支付公平薪酬,聚焦AMP原则 |
| Question | If No | Action |
|---|---|---|
| Can users choose what/when/how? | Autonomy violation | Add choices, flexibility, customization |
| Can users see their progress? | No mastery signal | Add progress tracking, skill levels |
| Is the challenge matched to skill? | Boredom or anxiety | Implement adaptive difficulty |
| Is there immediate feedback? | Can't improve | Add real-time response to actions |
| Does the user know WHY this matters? | No purpose | Connect to mission, show impact |
| Are we using "if-then" rewards? | Extrinsic motivation | Switch to "now-that" or intrinsic design |
| 问题 | 如果答案为否 | 行动方案 |
|---|---|---|
| 用户能否选择做什么/何时做/如何做? | 自主性被侵犯 | 添加选择、灵活性、个性化定制 |
| 用户能否看到自身进度? | 无精通信号 | 添加进度追踪、技能等级 |
| 挑战难度是否与技能匹配? | 无聊或焦虑 | 实施难度自适应 |
| 是否有即时反馈? | 无法提升 | 添加对行动的实时响应 |
| 用户是否知道这为何重要? | 无目标 | 连接至使命,展示影响 |
| 我们是否在使用“如果-那么”奖励? | 外在动机驱动 | 转向“既然-那么”奖励或内在动机设计 |