在量化上修订了修订
1Faculty of Education, University of Johannesburg, Johannesburg, South Africa.
Frontiers in psychology
|February 7, 2025
概括
量化,即将定性数据转化为量化形式,提供了一个有价值的方法论工具. 本文提出了一个框架和模型,以加强其在各种研究传统中的应用,提高清晰度和适用性.
科学领域:
- 社会科学中的方法论.
- 混合方法 研究 研究 研究 混合方法
- 定性数据分析 数据分析.
背景情况:
- 量化 (将定性数据转化为定量形式) 在研究中未得到充分利用.
- 缺乏方法性探索限制了量化技术的扩散.
- 现有研究需要一个全面的框架来指导量化实践.
研究的目的:
- 批判性地重新评估量化过程.
- 通过5W1H方法提出一个全面的量化元框架.
- 引入DIME驱动的量化模型 (描述性,推理性,测量性,探索性).
主要方法:
- 开发一个5W1H元框架用于量化.
- 在DIME驱动模型中,量化被分为四种类型.
- 在定性,定量和混合方法研究中分析量化的应用.
主要成果:
- 拟议的元框架和DIME模型为量化提供了一个结构化的方法.
- 量化被证明是适用于各种研究传统,增强实用性和精度.
- 量化的变量采用与哲学观点有关,尽管很少有人彻底拒绝它.
结论:
- 量化是研究中具有变革潜力的关键方法论工具.
- 量化的平衡使用补充了定性分析,提高了清晰度和适用性.
- 鼓励研究人员采用量化方法来丰富分析工具和研究结果.
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