Reddit 上的被动数据收集:实用方法

IF 2.1 Q2 ETHICS
Tiago Rocha-Silva, Conceição Nogueira, Liliana Rodrigues
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引用次数: 0

摘要

自社交媒体诞生以来,学者们就将其视为数据收集的重要来源,因为它能带来多种益处(例如,与难以接触到的人群一起探讨研究问题)。然而,在线数据收集方法充满了伦理和方法论方面的挑战,如果研究人员想在收集和分析在线数据时采用良好的方法,就必须考虑这些挑战。根据我们在 Reddit 上收集被动在线数据的主要研究项目,我们探讨并详细介绍了研究人员在收集在线数据前必须考虑的步骤:(1)计划在线数据收集;(2)伦理考虑;(3)数据收集。我们还讨论了研究人员还应考虑的两个非典型问题:(1) 如何处理被删除的用户生成内容;(2) 如何引用用户生成内容。在对什么是公共数据和私人数据进行二分法讨论之后,我们提出了收集和分析定性在线数据的良好实践建议。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Passive data collection on Reddit: a practical approach
Since its onset, scholars have characterized social media as a valuable source for data collection since it presents several benefits (e.g. exploring research questions with hard-to-reach populations). Nonetheless, methods of online data collection are riddled with ethical and methodological challenges that researchers must consider if they want to adopt good practices when collecting and analyzing online data. Drawing from our primary research project, where we collected passive online data on Reddit, we explore and detail the steps that researchers must consider before collecting online data: (1) planning online data collection; (2) ethical considerations; and (3) data collection. We also discuss two atypical questions that researchers should also consider: (1) how to handle deleted user-generated content; and (2) how to quote user-generated content. Moving on from the dichotomous discussion between what is public and private data, we present recommendations for good practices when collecting and analyzing qualitative online data.
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来源期刊
Research Ethics
Research Ethics Arts and Humanities-Philosophy
CiteScore
4.30
自引率
11.80%
发文量
17
审稿时长
15 weeks
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