[论文解读] Learning to Ignore: A Case Study of Organization-Wide Bulk Email Effectiveness

Ruoyan Kong, Haiyi Zhu+1 more|arXiv (Cornell University)|Jun 30, 2020

Personal Information Management and User Behavior参考文献 55被引用 5

一句话总结

本研究调查了一所大型大学中组织性群发邮件系统的多利益相关方动态，揭示了由于激励错配导致的系统性失败：传播者优先考虑打开率而非内容相关性，收件人则将大多数邮件视为无关而忽略，而客户方尽管参与度低，仍要求广泛分发。其主要贡献在于提出了一套更有效的、具备组织意识的群发邮件系统设计框架，强调更精准的定位与反馈机制。

ABSTRACT

Bulk email is a primary communication channel within organizations, with all-company emails and regular newsletters serving as a mechanism for making employees aware of policies and events. Ineffective communication could result in wasted employee time and a lack of compliance or awareness. Previous studies on organizational emails focused mostly on recipients. However, organizational bulk email system is a multi-stakeholder problem including recipients, communicators, and the organization itself. We studied the effectiveness, practice, and assessments of the organizational bulk email system of a large university from multi-stakeholders' perspectives. We conducted a qualitative study with the university's communicators, recipients, and managers. We delved into the organizational bulk email's distributing mechanisms of the communicators, the reading behaviors of recipients, and the perspectives on emails' values of communicators, managers, and recipients. We found that the organizational bulk email system as a whole was strained, and communicators are caught in the middle of this multi-stakeholder problem. First, though the communicators had an interest in preserving the effectiveness of channels in reaching employees, they had high-level clients whose interests might outweigh judgment about whether a message deserves widespread circulation. Second, though communicators thought they were sending important information, recipients viewed most of the organizational bulk emails as not relevant to them. Third, this disagreement was amplified by the success metric used by communicators. They viewed their bulk emails as successful if they had a high open rate. But recipients often opened and then rapidly discarded emails without reading the details. Last, while the communicators in general understood the challenge, they had a limited set of targeting and feedback tools to support their task.

研究动机与目标

• 从传播者、收件人和管理者三个角度，理解组织群发邮件系统的有效性、实践方式及评估标准。
• 识别尽管打开率高，收件人仍忽略信息所导致的组织群发邮件沟通中的系统性失败。
• 考察利益相关方目标错配（尤其是传播者在高层客户与收件人信息过载之间的两难处境）如何削弱信息传递效果。
• 探讨当前指标（如打开率）在衡量真实沟通影响方面的局限性。
• 为设计更优的群发邮件系统提供依据，以平衡组织目标与收件人的相关性及参与度。

提出的方法

• 在一所大型大学开展定性案例研究，涵盖多个部门的12名传播者、15名收件人和6名管理者。
• 通过半结构化访谈、邮箱资料展示（artifact walkthroughs）以及对日志邮箱数据和邮件元数据的分析收集数据。
• 利用资料展示方法观察收件人实时与群发邮件的互动行为，捕捉其打开、浏览及丢弃等操作。
• 分析传播者的邮件分发实践、客户要求及反馈机制，尤其关注打开率作为主要成功指标的现象。
• 绘制利益相关方角色及其相互依赖关系，包括传播者的客户、收件人及组织目标。
• 整合各利益相关方的发现，识别系统性张力与改进邮件系统的设计启示。

实验结果

研究问题

• RQ1 传播者如何评估组织群发邮件的有效性？他们使用哪些指标来衡量成功？
• RQ2 收件人如何解读和回应组织群发邮件？哪些因素影响他们选择阅读或忽略邮件？
• RQ3 在群发邮件系统中，传播者、其客户与收件人之间存在哪些冲突的优先事项？
• RQ4 为何当前过度依赖打开率作为成功指标，会与实际信息影响和收件人参与度产生错配？
• RQ5 组织群发邮件系统中存在哪些系统性挑战，导致尽管分发量高，仍无法实现有效沟通？

主要发现

• 传播者将高打开率视为成功证据，但收件人常打开邮件后立即丢弃，未阅读内容，表明其参与度仅停留在初始可见性层面。
• 尽管传播者认为其传递的是重要信息，收件人却普遍将大多数群发邮件视为无关信息，导致广泛忽略或直接过滤。
• 传播者的高层客户始终优先考虑广泛分发而非内容相关性，持续施压传播者发送即使收件人认为无用的信息。
• 缺乏反馈机制与定位工具，使传播者难以了解信息的实际影响，仅能依赖打开率作为有效性的间接指标。
• 去中心化的沟通结构导致不同部门重复发送重叠信息，加剧了收件人的信息过载，降低了整体系统效率。
• 组织的既定目标（如合规性与意识提升）因发送者意图、收件人行为与机构目标之间的错配而受到损害。