"Oops...": Mobile Message Deletion in Conversation Error and Regret Remediation

Title of the Paper

“Oops... ”: Mobile Message Deletion in Conversation Error and Regret Remediation

Paper Information

• Field of Study: Human-Computer Interaction and Mobile Communication Research
• Keywords: Mobile messaging, messaging apps, message deletion, regret messages, global delete feature, message recall, communication errors, deletion notifications, deletion indicators

Research Background and Problem Statement

• What problems or challenges did the authors identify?

  • In face-to-face communication, people address errors or regrettable messages through immediate remedies, such as on-the-spot explanations or apologies. However, in mobile messaging apps, sent messages are saved and cannot be easily "retracted" or permanently deleted.
  • Although mobile messaging apps provide deletion features, there is a lack of in-depth research on their impact on user behavior, communication, and recipient reactions.
  • Deleting messages may create a sense of information loss for recipients, leading to misunderstandings or speculation, which can affect the sender's impression management.
  • Existing research predominantly focuses on social networks rather than mobile messaging apps, with limited exploration of recipients' perceptions of deletion features.

• Why is this issue important?

  • Mobile messaging apps are widely used in modern communication, and their feature design directly impacts user experience as well as online information and psychological well-being management.
  • The perception and design of message deletion features are directly related to the effectiveness of addressing communication errors and regrettable messages.

• Research Motivation and Related Work

  • The authors aim to explore the usage, reasons, and impact of message deletion features in mobile messaging apps on recipients' perceptions.
  • This research can inspire design improvements in mobile messaging apps to better support users in repairing communication in cases of errors or regret.

Proposed Solution

• What methods or solutions did the authors propose?

  • A multi-phase survey method was employed, involving detailed questionnaires focusing on general user experiences and specific deletion incidents.
  • The study analyzed message deletion behavior, motivations, perception differences, and potential remediation strategies from both the sender's and recipient's perspectives.

• What is innovative about this solution?

  • The introduction of the concept of "bridging narratives," which describes how recipients construct explanations to fill the information gap caused by deleted messages.
  • A comprehensive analysis of the social and psychological effects of deletion features, including their impact on senders' impression management.

• Implementation Steps:

  1. Participant Recruitment: Eligible participants were screened on the Prolific platform, with a total sample size of 401.
  2. Questionnaire Design and Phased Execution:
     • Phase 1: General survey to collect overall perceptions and usage data regarding message deletion features.
     • Phase 2: Experiential survey to delve into participants' most recent experiences of deleting or receiving deleted messages.
  3. Data Analysis:
     • Quantitative analysis: Frequency distribution of selection-box data was reported using SPSS.
     • Qualitative analysis: Open-ended responses were coded using an initial inductive coding method, extracting behavioral patterns and psychological motivations.
  4. Results Validation: Coding consistency was evaluated using Cohen’s kappa (minimum κ value = 0.73).

Research Findings

• What specific findings were obtained?

  • User Behavior and Motivations:
    • Message deletion is primarily used to repair communication (e.g., removing errors or irrelevant information) and reduce potential misunderstandings.
    • Few users frequently use the deletion feature, partly due to concerns that deletion might be misinterpreted as concealment or other negative intentions.
    • Senders often provide supplementary explanations after deleting messages to mitigate negative speculation.
  • Recipients' Perceptions and Reactions:
    • Deletion actions often trigger recipients' curiosity and prompt them to develop private narratives to "bridge" the information gap.
    • Recipients' reactions to deletion notifications vary depending on the emotional intensity of the context and their level of trust in the sender.
  • Contextual Differences:
    • In casual or lighthearted conversations, the deletion feature is used to correct low-stakes errors (e.g., typos).
    • In emotional or contentious discussions, deletion actions may heighten recipients' suspicions or negative emotions.

• What advantages does this solution have compared to existing ones?

  • Differentiates between mobile messaging apps and social networking environments, emphasizing the more private and immediate nature of mobile messaging.
  • Considers both the sender's and recipient's perspectives, providing an in-depth exploration of the social and psychological effects of deletion behavior.

• What were the experimental or evaluation results?

  • Senders often worry that deleted messages might lead to negative speculation due to the "information gap."
  • Recipients, in most cases, do not directly inquire about the reason for deletion but instead develop hypothetical explanations.
  • The design of deletion notifications may enhance transparency but also increase the risk of speculation.

• Limitations and Future Directions:

  • The participant sample was predominantly from Western populations, leaving the cultural impact on message deletion behavior unexplored.
  • The study relied mainly on questionnaires, lacking in-depth, dynamic user interviews.
  • Future design research could develop and test features such as concealed messages, automatic correction functionalities, or tools to assist in providing reasons for deletion, to evaluate their potential improvements to user experience.