Warehouse Automation Investment at Various Stages of Organizational Development: A Chi-Square Analysis and an Innovative Framework

A dataset comprised of a subset of 300 transactions and proposal records collected between 2022 and 2024 were analyzed and categorized by organizational life-cycle phase and type of warehouse automation technology. Using the chi-square statistical test and the p-value, it was determined that a statistically significant correlation exists between the two variables. Finally, based on the statistical analysis, an innovative framework of warehouse automation investment is proposed.

本数据集包含2022年至2024年间采集的300条交易与提案记录子集，研究人员依据组织生命周期阶段与仓储自动化技术类型对其开展分析与分类。借助卡方（chi-square）统计检验与p值开展分析后，本研究证实两类变量间存在统计学意义上的显著相关性。最终，基于本次统计分析结果，本研究提出了一套创新性的仓储自动化投资框架。